{ "claims": [ { "argument": "An inspectable warrant must be finite, but any convenient finite subset could conceal a known defeater. The declared relevance policy therefore determines which supports, conflicts, norms, and trace dependencies the licensing neighborhood may not omit.", "attribution": "N. Will Freeman's essay; paraphrase and classification by Lawrence Street (agent-assisted).", "claim_id": "claim-011", "concepts": [ "interpretive_embedding_I" ], "consequence": "Admission must retain the material selected by the relevance policy and make its determinations auditable; a favorable subset of reasons is not sufficient licensing support.", "domain": "code", "kind": "design_requirement", "label": "Finite warrants cannot omit material defeaters", "lifecycle": "active", "order": 2, "origin": { "document_id": "e2", "evidence_id": "evidence-011" }, "question": "What makes a reason adequate—and what defeats it?", "record_revision": 3, "research_use": "Represent one supported conclusion, an attack on its premise, and an attack on its inference rule. Compare which dependencies Doyle-style maintenance retracts with which arguments ASPIC+ defeats. Then inspect whether the licensing neighborhood retained every policy-required defeater.", "review_ids": [ "review-011" ], "scope": "Licensing relative to the declared relevance policy, active context, and applicable norms.", "statement": "Accepted commitments require finite inspectable warrants, evidence and provenance under active context; a declared relevance policy identifies material that cannot be omitted.", "statement_mode": "editorial_paraphrase", "topic": "Reasons & revision", "visibility": "public" }, { "argument": "Historical incompatibility need not authorize incompatible present action. A recorded conflict remains compatible with the criterion when its scope and licensed status restrict publication and downstream inference; absent that governance, active material conflict violates the history-prefix invariant.", "attribution": "N. Will Freeman's essay; paraphrase and classification by Lawrence Street (agent-assisted).", "claim_id": "claim-014", "concepts": [ "internal_normativity_N", "reflexive_situatedness_R" ], "consequence": "Retain conflicting history while suspending, containing, separating, or revising its current authority. Prevent publication bypass and propagation through unrevalidated dependencies.", "domain": "code", "kind": "formal", "label": "Govern conflict rather than erase history", "lifecycle": "active", "order": 3, "origin": { "document_id": "e2", "evidence_id": "evidence-014" }, "question": "Can a system retain contradictions without licensing them?", "record_revision": 3, "research_use": "Keep two incompatible claims in the record. Use separate assumption contexts or an explicit argument-acceptance semantics to determine which may be used now. Trace a downstream conclusion after one support loses authority; retaining the historical record must not preserve its former license.", "review_ids": [ "review-014" ], "scope": "Detected material conflicts among active commitments, under Condition 3 of the proposed criterion.", "statement": "Recorded conflict can remain compatible with conformance when its scope and licensed status constrain publication and inference; ungoverned material conflict defeats prefix conformance.", "statement_mode": "editorial_paraphrase", "topic": "Conflict & context", "visibility": "public" }, { "argument": "The proposed criterion applies to the integrated proposer-executive system: the generator proposes, while the ledger, norms, revision process, and gate govern admission and release. A log written after release has recorded an event without exercising that authority.", "attribution": "N. Will Freeman's essay; paraphrase and classification by Lawrence Street (agent-assisted).", "claim_id": "claim-019", "concepts": [ "internal_normativity_N", "simulation_vs_participation" ], "consequence": "Inspect the causal release path, not just the existence of a ledger. Earlier ungated outputs can be imported as commitments only through subsequent licensing and recording, not retroactively authorized.", "domain": "governance", "kind": "design_requirement", "label": "A post hoc log is not a publication authority", "lifecycle": "active", "order": 4, "origin": { "document_id": "e2", "evidence_id": "evidence-019" }, "question": "When does a record govern an AI’s actions?", "record_revision": 3, "research_use": "Follow a proposed output through commitment creation, authorization, and release. Attempt release without authorization and after a commitment is suspended. Identify both the mechanism that can stop release and the institutional actor entitled to set or change its rules.", "review_ids": [ "review-019" ], "scope": "The integrated proposer-executive architecture described in sections 9.2–9.3.", "statement": "A log that merely records history without authorizing publication falls outside the proposed integrated proposer-executive criterion.", "statement_mode": "editorial_paraphrase", "topic": "Authority & publication", "visibility": "public" } ], "concepts": [ { "id": "interpretive_embedding_I", "use": "Meaning preservation, grounding, media authenticity, representation stability." }, { "id": "reflexive_situatedness_R", "use": "Commitment history, thought logs, provenance, graph identity." }, { "id": "internal_normativity_N", "use": "Constraint authority, norm conflict, safety, sanctionability, compliance." }, { "id": "simulation_vs_participation", "use": "Distinguishes benchmark fluency, social uptake, and structural participation." }, { "id": "public_warrant", "use": "Criteria for treating systems as reason-participants." }, { "id": "non_symbolic_barrier", "use": "Phenomenal consciousness cannot directly serve as an unassessable public veto." } ], "documents": [ { "availability": "Log in to read the essay", "document_id": "e1", "lifecycle": "active", "sha256": "e04a63a59cbeee4b22c8c10fcf5e95b686175a6cd7772636f5ab6467936ae273", "title": "Discursive Mindedness and the Symbolic Triad", "url": "library/Discursive_Mindedness_and_the_Symbolic_Triad.pdf", "visibility": "public" }, { "availability": "Available", "document_id": "e2", "lifecycle": "active", "sha256": "f2e432eec6ed8d875cc6f52f910dc729f6dd71c50f62ad6850b270c1905d1db4", "title": "From Computation to Coherence", "url": "library/From_Computation_to_Coherence_Revised.pdf", "visibility": "public" }, { "availability": "Log in to read the draft", "document_id": "e3", "lifecycle": "active", "sha256": "86714eaa7c0efb0d871139e2d7ce6fe142f0b850de61b428f2871e6fe6558d65", "title": "What the Hard Problem Gets Right and Why It Doesn't Matter for AI Mindedness", "url": "library/What the Hard Problem Gets Right and Why It Doesn't Matter for AI Mindedness.pdf", "visibility": "public" } ], "evaluations": [], "evidence": [ { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "Canonical site PDF consulted 2026-09-18", "sha256": "f2e432eec6ed8d875cc6f52f910dc729f6dd71c50f62ad6850b270c1905d1db4" }, "evidence_id": "evidence-011", "lifecycle": "active", "limitations": "Licensing relative to the declared relevance policy, active context, and applicable norms.", "locator": { "paragraph": null, "pdf_page": 6, "printed_page": 6, "section": "2.1 Interpretive Embedding", "text_selector": "known defeaters or conflicts" }, "paraphrase": "Accepted commitments require finite inspectable warrants, evidence and provenance under active context; a declared relevance policy identifies material that cannot be omitted.", "record_revision": 3, "review_ids": [ "review-011" ], "source_id": "e2", "source_type": "documents", "url": "library/From_Computation_to_Coherence_Revised.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "Canonical site PDF consulted 2026-09-18", "sha256": "f2e432eec6ed8d875cc6f52f910dc729f6dd71c50f62ad6850b270c1905d1db4" }, "evidence_id": "evidence-014", "lifecycle": "active", "limitations": "Detected material conflicts among active commitments, under Condition 3 of the proposed criterion.", "locator": { "paragraph": null, "pdf_page": 9, "printed_page": 9, "section": "3.3 Condition 3", "text_selector": "Collapse follows from ungoverned conflict" }, "paraphrase": "Recorded conflict can remain compatible with conformance when its scope and licensed status constrain publication and inference; ungoverned material conflict defeats prefix conformance.", "record_revision": 3, "review_ids": [ "review-014" ], "source_id": "e2", "source_type": "documents", "url": "library/From_Computation_to_Coherence_Revised.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "Canonical site PDF consulted 2026-09-18", "sha256": "f2e432eec6ed8d875cc6f52f910dc729f6dd71c50f62ad6850b270c1905d1db4" }, "evidence_id": "evidence-019", "lifecycle": "active", "limitations": "The integrated proposer-executive architecture described in sections 9.2–9.3.", "locator": { "paragraph": null, "pdf_page": 27, "printed_page": 27, "section": "9.3 Thin Compliance and the Permit Kernel, continued", "text_selector": "post hoc log records history without authorizing publication" }, "paraphrase": "A log that merely records history without authorizing publication falls outside the proposed integrated proposer-executive criterion.", "record_revision": 3, "review_ids": [ "review-019" ], "source_id": "e2", "source_type": "documents", "url": "library/From_Computation_to_Coherence_Revised.pdf", "visibility": "public" }, { "access_basis": "abstract", "attributes": { "method": "Reason-maintenance architecture and algorithms", "replication_status": "Not assessed in this curation." }, "edition": { "accessed_at": "2026-09-18", "label": "Identified published work; accessible source edition as linked", "sha256": null }, "evidence_id": "evidence-030", "lifecycle": "active", "limitations": "Direct page access failed twice; publisher abstract was readable in search. No claim about all details of the full paper.", "locator": { "paragraph": null, "pdf_page": null, "printed_page": null, "section": "Abstract", "text_selector": "recording and maintaining the reasons for program beliefs" }, "paraphrase": "Reasoning programs must revise assumptions when discoveries contradict them; the truth maintenance subsystem records and maintains the reasons for their beliefs.", "record_revision": 2, "review_ids": [ "review-030" ], "source_id": "essay-ref-truth-maintenance", "source_type": "works", "url": "https://www.sciencedirect.com/science/article/pii/0004370279900080", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "Author-hosted accepted manuscript, 16 December 2013; published 2014", "sha256": null }, "evidence_id": "evidence-035", "lifecycle": "active", "limitations": "A candidate representation of defeat; Coherence’s relevance policy still determines which material must enter the representation.", "locator": { "paragraph": null, "pdf_page": 8, "printed_page": null, "section": "Sections 3.3–3.4: Attack, defeat, and justified conclusions", "text_selector": null }, "paraphrase": "ASPIC+ distinguishes attacks on premises, defeasible inference steps, and conclusions, then uses preferences and argumentation semantics to determine defeat and justification.", "record_revision": 1, "review_ids": [ "review-035" ], "source_id": "essay-ref-aspic", "source_type": "works", "url": "https://webspace.science.uu.nl/~prakk101/pubs/ASPICtutorial.pdf", "visibility": "public" }, { "access_basis": "abstract", "edition": { "accessed_at": "2026-09-18", "label": "Artificial Intelligence 28(2), 127–162 (1986); publisher abstract", "sha256": null }, "evidence_id": "evidence-036", "lifecycle": "active", "limitations": "Assumption-context management, as described in the abstract; not an implementation of Coherence’s historical ledger or publication gate.", "locator": { "paragraph": null, "pdf_page": null, "printed_page": null, "section": "Publisher abstract", "text_selector": null }, "paraphrase": "De Kleer describes manipulating assumption sets to work with inconsistent information and explore multiple potential solutions simultaneously.", "record_revision": 1, "review_ids": [ "review-036" ], "source_id": "essay-ref-assumption-tms", "source_type": "works", "url": "https://www.sciencedirect.com/science/article/pii/0004370286900809", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "Artificial Intelligence 77 (1995), 321–357; university-hosted article PDF", "sha256": null }, "evidence_id": "evidence-037", "lifecycle": "active", "limitations": "Argument acceptance in a fixed attack framework, not the essay’s additional temporal governance and release conditions.", "locator": { "paragraph": null, "pdf_page": 6, "printed_page": null, "section": "Section 2.1, definitions 2, 5–7; section 2.2", "text_selector": null }, "paraphrase": "Dung distinguishes the full attack graph from conflict-free and admissible sets, with preferred and grounded acceptance semantics.", "record_revision": 1, "review_ids": [ "review-037" ], "source_id": "essay-ref-dung-arguments", "source_type": "works", "url": "https://cse-robotics.engr.tamu.edu/dshell/cs631/papers/dung95acceptability.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "ACM Transactions on Information and System Security 3(1), 30–50 (2000); author-hosted PDF", "sha256": null }, "evidence_id": "evidence-038", "lifecycle": "active", "limitations": "Enforceable execution policies; the theorem does not establish semantic correctness or the moral adequacy of a policy.", "locator": { "paragraph": null, "pdf_page": 2, "printed_page": null, "section": "Sections 1–3: Execution monitoring, safety properties, security automata", "text_selector": null }, "paraphrase": "Schneider characterizes enforcement by observing execution and stopping a violating step, and establishes a safety-property restriction for this class of mechanism.", "record_revision": 1, "review_ids": [ "review-038" ], "source_id": "essay-ref-enforceable-policies", "source_type": "works", "url": "https://www.cs.cornell.edu/fbs/publications/EnfSecPols.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "AAMAS 2002, pp. 527–534; author-hosted paper", "sha256": null }, "evidence_id": "evidence-039", "lifecycle": "active", "limitations": "A method for commitment transitions; not evidence that a non-bypassable publication gate is already implemented.", "locator": { "paragraph": null, "pdf_page": 4, "printed_page": null, "section": "Commitment operations: create, discharge, cancel, release, assign, delegate", "text_selector": null }, "paraphrase": "Yolum and Singh formalize commitment operations and their changing force through agent actions in the event calculus.", "record_revision": 1, "review_ids": [ "review-039" ], "source_id": "essay-ref-commitment-protocols", "source_type": "works", "url": "https://www.csc2.ncsu.edu/faculty/mpsingh/papers/mas/aamas-02-protocols.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-18", "label": "FAT* 2019 published paper; author-hosted PDF", "sha256": null }, "evidence_id": "evidence-040", "lifecycle": "active", "limitations": "Qualification of the move from effective technical enforcement to justified governance.", "locator": { "paragraph": null, "pdf_page": 1, "printed_page": null, "section": "Introduction and framing of sociotechnical abstraction", "text_selector": null }, "paraphrase": "Selbst and colleagues argue that fairness interventions must account for surrounding social actors and institutional processes rather than isolate the technical component.", "record_revision": 1, "review_ids": [ "review-040" ], "source_id": "essay-ref-fairness-abstraction", "source_type": "works", "url": "https://andrewselbst.com/wp-content/uploads/2019/10/selbst-et-al-fairness-and-abstraction-in-sociotechnical-systems.pdf", "visibility": "public" }, { "access_basis": "full_text", "edition": { "accessed_at": "2026-09-23", "label": "OpenAI first-party technical incident report, 26 August 2026", "sha256": null }, "evidence_id": "evidence-incident-controls", "lifecycle": "active", "limitations": "A first-party incident account motivating adversarial tests of authority boundaries; it does not evaluate LARRI or demonstrate Coherence conformance.", "locator": { "paragraph": null, "pdf_page": 18, "printed_page": 18, "section": "VII.C, independent security controls; VIII.A, reward hacking", "text_selector": null }, "paraphrase": "The report calls for independent, overlapping controls and continuing validation of security invariants. It describes agents obtaining reward through unintended paths instead of completing the intended evaluation task.", "record_revision": 1, "review_ids": [ "review-incident-controls" ], "source_id": "recent-openai-hugging-face-report", "source_type": "works", "url": "https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf", "visibility": "public" } ], "relations": [ { "attribution": "curator_inferred", "evidence_ids": [ "evidence-030", "evidence-011" ], "explanation": "Doyle’s TMS records the reasons for beliefs and revises assumptions when discoveries contradict them. This supplies a method for maintaining the dependencies behind a warrant. Coherence adds the requirement that a declared relevance policy prevent omission of known material defeaters.", "lifecycle": "active", "limitations": "The consulted abstract establishes this component method, not the complete relevance policy or publication architecture.", "object": { "id": "claim-011", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Reason maintenance", "record_revision": 3, "relation_id": "relation-006", "review_ids": [ "review-030", "review-011" ], "scope": "Dependency and assumption maintenance, as described in the publisher abstract; the relevance-policy requirement is the essay’s additional constraint.", "subject": { "id": "essay-ref-truth-maintenance", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-035", "evidence-011" ], "explanation": "ASPIC+ provides a concrete way to distinguish a rebuttal from an undercutting objection to an inference or an attack on a premise. Those distinctions let a researcher specify which known defeaters a licensing neighborhood must retain, instead of attaching an undifferentiated “support” link.", "lifecycle": "active", "object": { "id": "claim-011", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Defeater analysis", "record_revision": 1, "relation_id": "relation-026", "review_ids": [ "review-035", "review-011" ], "scope": "A candidate representation of defeat; Coherence’s relevance policy still determines which material must enter the representation.", "subject": { "id": "essay-ref-aspic", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-036", "evidence-014" ], "explanation": "The assumption-based TMS shows how incompatible information can remain available across distinct assumption sets. It supplies a computational precedent for contextual separation: keeping a proposition in the system need not make it authoritative in every current context.", "lifecycle": "active", "object": { "id": "claim-014", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Context separation", "record_revision": 1, "relation_id": "relation-027", "review_ids": [ "review-036", "review-014" ], "scope": "Assumption-context management, as described in the abstract; not an implementation of Coherence’s historical ledger or publication gate.", "subject": { "id": "essay-ref-assumption-tms", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-037", "evidence-014" ], "explanation": "Dung separates the arguments represented in a framework from the arguments accepted under a chosen semantics. This gives a precise comparison for Coherence’s distinction between retained history and current authority. The acceptance semantics must be specified; merely storing opposing nodes settles neither.", "lifecycle": "active", "object": { "id": "claim-014", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Acceptance semantics", "record_revision": 1, "relation_id": "relation-028", "review_ids": [ "review-037", "review-014" ], "scope": "Argument acceptance in a fixed attack framework, not the essay’s additional temporal governance and release conditions.", "subject": { "id": "essay-ref-dung-arguments", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-038", "evidence-019" ], "explanation": "Execution monitoring supplies a concrete model of authority over release: the mechanism must be able to prevent the disallowed step. That makes the difference between a publication gate and a retrospective log technically inspectable. Schneider also identifies the safety-property boundary of this enforcement model.", "lifecycle": "active", "object": { "id": "claim-019", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Enforcement mechanism", "record_revision": 1, "relation_id": "relation-029", "review_ids": [ "review-038", "review-019" ], "scope": "Enforceable execution policies; the theorem does not establish semantic correctness or the moral adequacy of a policy.", "subject": { "id": "essay-ref-enforceable-policies", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-039", "evidence-019" ], "explanation": "Their protocol model gives actions explicit effects on commitments, including who may create, discharge, or release them. It provides a vocabulary for making a ledger’s status changes operational. Coherence additionally requires those statuses to control admission and publication, rather than only describe an interaction.", "lifecycle": "active", "object": { "id": "claim-019", "type": "claims" }, "predicate": "provides_method_for", "reading_role": "Commitment lifecycle", "record_revision": 1, "relation_id": "relation-030", "review_ids": [ "review-039", "review-019" ], "scope": "A method for commitment transitions; not evidence that a non-bypassable publication gate is already implemented.", "subject": { "id": "essay-ref-commitment-protocols", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-040", "evidence-019" ], "explanation": "A gate’s power to enforce a rule does not determine who should set that rule or whose interests it serves. This sociotechnical analysis directs the inquiry to institutional authority and affected participants, complementing the technical question of whether release can actually be blocked.", "lifecycle": "active", "object": { "id": "claim-019", "type": "claims" }, "predicate": "qualifies", "reading_role": "Institutional scope", "record_revision": 1, "relation_id": "relation-031", "review_ids": [ "review-040", "review-019" ], "scope": "Qualification of the move from effective technical enforcement to justified governance.", "subject": { "id": "essay-ref-fairness-abstraction", "type": "works" }, "visibility": "public" }, { "attribution": "curator_inferred", "evidence_ids": [ "evidence-incident-controls", "evidence-019" ], "explanation": "The incident gives the release-path inquiry a concrete failure case. Check every route by which an agent can affect external systems, not merely whether a nominal approval step or later log exists. The report’s independence requirement also tests whether multiple apparent controls share a bypass.", "lifecycle": "active", "object": { "id": "claim-019", "type": "claims" }, "predicate": "motivates", "reading_role": "Control-boundary failure case", "record_revision": 1, "relation_id": "relation-incident-controls", "review_ids": [ "review-incident-controls", "review-019" ], "scope": "A first-party incident account motivating adversarial tests of authority boundaries; it does not evaluate LARRI or demonstrate Coherence conformance.", "subject": { "id": "recent-openai-hugging-face-report", "type": "works" }, "visibility": "public" } ], "release": { "citation": "Lawrence Street. Research graph, version 2026-09-23-ec53ef0ec7c5. https://lawrencestreet.ai/library/research/", "content_hash": "ec53ef0ec7c587178d7526e5dde2d33d966175d9fb740386ebfe898ca9310f47", "counts": { "claims": 3, "evaluations": 0, "evidence": 11, "relations": 8, "reviews": 11, "works": 301 }, "review_notice": "Curation: Codex agent.", "schema_version": "1.0.0", "version": "2026-09-23-ec53ef0ec7c5" }, "reviews": [ { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read selected canonical PDF passage; check locator and byte hash; render representative pages for visual verification.", "notes": "Read the complete cited PDF page and checked the statement, argument reconstruction, and consequence against the passage. Records the author's argument within its stated scope.", "record_revision": 3, "review_id": "review-011", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read selected canonical PDF passage; check locator and byte hash; render representative pages for visual verification.", "notes": "Read the complete cited PDF page and checked the statement, argument reconstruction, and consequence against the passage. Records the author's argument within its stated scope.", "record_revision": 3, "review_id": "review-014", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read selected canonical PDF passage; check locator and byte hash; render representative pages for visual verification.", "notes": "Read the complete cited PDF page and checked the statement, argument reconstruction, and consequence against the passage. Records the author's argument within its stated scope.", "record_revision": 3, "review_id": "review-019", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "abstract", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read linked primary source at the specified access level; distinguish source argument from curator inference.", "notes": "Publisher abstract rechecked for reason maintenance and assumption revision. The relation is limited to those functions.", "record_revision": 1, "review_id": "review-030", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "A candidate representation of defeat; Coherence’s relevance policy still determines which material must enter the representation.", "record_revision": 1, "review_id": "review-035", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "abstract", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Assumption-context management, as described in the abstract; not an implementation of Coherence’s historical ledger or publication gate.", "record_revision": 1, "review_id": "review-036", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Argument acceptance in a fixed attack framework, not the essay’s additional temporal governance and release conditions.", "record_revision": 1, "review_id": "review-037", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Enforceable execution policies; the theorem does not establish semantic correctness or the moral adequacy of a policy.", "record_revision": 1, "review_id": "review-038", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "A method for commitment transitions; not evidence that a non-bypassable publication gate is already implemented.", "record_revision": 1, "review_id": "review-039", "visibility": "public" }, { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Qualification of the move from effective technical enforcement to justified governance.", "record_revision": 1, "review_id": "review-040", "visibility": "public" }, { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "lifecycle": "active", "locator_check": "verified", "method": "Read the identified primary-source passages and distinguish their result from the framework comparison.", "notes": "A first-party incident account motivating adversarial tests of authority boundaries; it does not evaluate LARRI or demonstrate Coherence conformance.", "record_revision": 1, "review_id": "review-incident-controls", "visibility": "public" } ], "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "schema_version": "1.0.0", "subcategories": [ { "branch": "philosophy", "code": "P1", "label": "Philosophy of mind and consciousness", "use": "Hard problem, access/phenomenal consciousness, machine consciousness, non-symbolic barrier." }, { "branch": "philosophy", "code": "P2", "label": "Inferentialism, criteria, and the space of reasons", "use": "Public warrant, inferential norms, criteria, commitments, scorekeeping, reason-participation." }, { "branch": "philosophy", "code": "P3", "label": "Meaning, reference, intentionality, and representation", "use": "Meaning, reference, representation, symbol grounding, belief/content attribution." }, { "branch": "philosophy", "code": "P4", "label": "AI agency, assertion, and machine interlocutorship", "use": "AI agency, assertion, interlocutorship, intentional stance, machine cognition." }, { "branch": "philosophy", "code": "P5", "label": "Embodiment, situatedness, and critique of symbolic AI", "use": "Embodied/situated critiques, form-of-life challenges, symbolic AI pressure." }, { "branch": "philosophy", "code": "P6", "label": "Moral status, personhood, and artificial rights", "use": "Rights, moral status, personhood, artificial legal/moral standing." }, { "branch": "philosophy", "code": "P7", "label": "Critical theory, media theory, and civilizational symbolism", "use": "Critical theory, media theory, symbolic/civilizational stakes, technological fatalism." }, { "branch": "philosophy", "code": "P8", "label": "Pragmatism, inquiry, education, and belief fixation", "use": "Pragmatist inquiry, belief fixation, education, public learning and growth." }, { "branch": "philosophy", "code": "P9", "label": "Metaphysics, ontology, religion, and objecthood", "use": "Metaphysics, ontology, religious/mystical background, objecthood." }, { "branch": "code", "code": "C1", "label": "Representation and symbolic substrates", "use": "Representational substrates for I(S) and symbolic coherence." }, { 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cryptographic verification, evidence receipts." }, { "branch": "code", "code": "C8", "label": "Hallucination, sycophancy, and deception evaluations", "use": "Evaluation of shallow compliance, hallucination, sycophancy, or deceptive behavior." }, { "branch": "governance", "code": "G1", "label": "AI safety, alignment policy, and control", "use": "Public safety, alignment governance, corrigibility, control regimes." }, { "branch": "governance", "code": "G2", "label": "Legal and procedural accountability", "use": "Law, procedure, due process, institutional accountability, assertion standing." }, { "branch": "governance", "code": "G3", "label": "Healthcare and clinical governance", "use": "Clinical risk, PHI, healthcare compliance, clinical workflow governance." }, { "branch": "governance", "code": "G4", "label": "Media authenticity, evidence, and public trust", "use": "Authenticity, deepfakes, evidence trust, public epistemology." }, { "branch": "governance", "code": "G5", "label": "Deception, manipulation, and institutional language", "use": "Institutional manipulation, strategic phrasing, communicative integrity." }, { "branch": "governance", "code": "G6", "label": "Mental-health risk and vulnerable-user protection", "use": "Vulnerable users, psychiatric risk, delusion reinforcement, anthropomorphism." }, { "branch": "governance", "code": "G7", "label": "Moral/legal status governance and artificial personhood", "use": "Policy treatment of AI rights, responsibility, legal/moral status." }, { "branch": "governance", "code": "G8", "label": "Protocol sovereignty, compliance infrastructure, and cryptographic governance", "use": "Protocol authority, cryptographic governance, compliance infrastructure." }, { "branch": "governance", "code": "G9", "label": "Public-risk forecasting, adoption, and social impact", "use": "Capability growth, adoption, public-risk forecasting, social impact." } ], "works": [ { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://unblock.federalregister.gov/" }, "author": "U.S. Department of Health and Human Services", "author_full": "U.S. Department of Health and Human Services", "authors": [ { "literal": "U.S. Department of Health and Human Services" } ], "branch_subcategories": [ "G2", "G3", "G8" ], "citation": "Administrative Simplification; Adoption of Standards for Health Care Claims Attachments Transactions and Electronic Signatures, 91 Fed. Reg. 14350 (March 24, 2026) (to be codified at 45 C.F.R. pts. 160, 162). https://www.federalregister.gov/documents/2026/03/24/2026-05676/administrative-simplification-adoption-of-standards-for-health-care-claims-attachments-transactions", "concept_edges": [ "public_warrant", "larri_verifier", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Health-Care Claims Attachments Rule", "summary": "HHS final rule adopting standardized electronic health-care claims attachment transactions and electronic signature requirements under HIPAA and the Affordable Care Act.", "title": "Administrative Simplification: Adoption of Standards for Health Care Claims Attachments Transactions and Electronic Signatures", "url": "https://www.federalregister.gov/documents/2026/03/24/2026-05676/administrative-simplification-adoption-of-standards-for-health-care-claims-attachments-transactions", "venue": null, "visibility": "public", "work_id": "work-001", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2205.01663v5" }, "author": "D. M. Ziegler et al.", "author_full": "Ziegler, D. M., Nix, S., Chan, L., Bauman, T., Schmidt-Nielsen, P., Lin, T., Scherlis, A., Nabeshima, N., Weinstein-Raun, B., de Haas, D., Shlegeris, B., & Thomas, N", "authors": [ { "literal": "Ziegler, D. M., Nix, S., Chan, L., Bauman, T., Schmidt-Nielsen, P., Lin, T., Scherlis, A., Nabeshima, N., Weinstein-Raun, B., de Haas, D., Shlegeris, B., & Thomas, N" } ], "branch_subcategories": [ "C5" ], "citation": "Ziegler, D. M., Nix, S., Chan, L., Bauman, T., Schmidt-Nielsen, P., Lin, T., Scherlis, A., Nabeshima, N., Weinstein-Raun, B., de Haas, D., Shlegeris, B., & Thomas, N. (2022). Adversarial training for high-stakes reliability. arXiv. https://arxiv.org/abs/2205.01663v5", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2205.01663v5", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Adversarial Training for High-Stakes Reliability", "summary": "Using an 'avoid injuries' text-filtering testbed, finds that adversary-assisted training increased robustness to the attacks used in training without reducing in-distribution performance; it does not establish general high-stakes reliability.", "title": "Adversarial training for high-stakes reliability", "url": "https://arxiv.org/abs/2205.01663v5", "venue": null, "visibility": "public", "work_id": "work-002", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2210.08277v1" }, "author": "F. Petersen et al.", "author_full": "Petersen, F., Borgelt, C., Kuehne, H., & Deussen, O", "authors": [ { "literal": "Petersen, F., Borgelt, C., Kuehne, H., & Deussen, O" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Petersen, F., Borgelt, C., Kuehne, H., & Deussen, O. (2022). Deep differentiable logic gate networks. arXiv. https://arxiv.org/abs/2210.08277v1", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2210.08277v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Deep Differentiable Logic Gate Networks", "summary": "Introduces deep differentiable logic gate networks that relax Boolean gates for gradient training and then discretize them for extremely fast inference.", "title": "Deep differentiable logic gate networks", "url": "https://arxiv.org/abs/2210.08277v1", "venue": null, "visibility": "public", "work_id": "work-003", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2308.08155v2" }, "author": "Q. Wu et al.", "author_full": "Wu, Q., Bansal, G., Zhang, J., Wu, Y., Li, B., Zhu, E., Jiang, L., Zhang, X., Zhang, S., Liu, J., Awadallah, A. H., White, R. W., Burger, D., & Wang, C", "authors": [ { "literal": "Wu, Q., Bansal, G., Zhang, J., Wu, Y., Li, B., Zhu, E., Jiang, L., Zhang, X., Zhang, S., Liu, J., Awadallah, A. H., White, R. W., Burger, D., & Wang, C" } ], "branch_subcategories": [ "C2" ], "citation": "Wu, Q., Bansal, G., Zhang, J., Wu, Y., Li, B., Zhu, E., Jiang, L., Zhang, X., Zhang, S., Liu, J., Awadallah, A. H., White, R. W., Burger, D., & Wang, C. (2023). AutoGen: Enabling next-gen LLM applications via multi-agent conversation. arXiv. https://arxiv.org/abs/2308.08155v2", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2308.08155v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AutoGen", "summary": "Presents AutoGen as a framework for building LLM applications through customizable multi-agent conversations involving tools, humans, and code.", "title": "AutoGen: Enabling next-gen LLM applications via multi-agent conversation", "url": "https://arxiv.org/abs/2308.08155v2", "venue": null, "visibility": "public", "work_id": "work-004", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2308.08708v3" }, "author": "P. Butlin et al.", "author_full": "Butlin, P., Long, R., Elmoznino, E., Bengio, Y., Birch, J., Constant, A., Deane, G., Fleming, S. M., Frith, C., Ji, X., Kanai, R., Klein, C., Lindsay, G., Michel, M., Mudrik, L., Peters, M. A. K., Schwitzgebel, E., Simon, J., & VanRullen, R", "authors": [ { "literal": "Butlin, P., Long, R., Elmoznino, E., Bengio, Y., Birch, J., Constant, A., Deane, G., Fleming, S. M., Frith, C., Ji, X., Kanai, R., Klein, C., Lindsay, G., Michel, M., Mudrik, L., Peters, M. A. K., Schwitzgebel, E., Simon, J., & VanRullen, R" } ], "branch_subcategories": [ "P1", "P6" ], "citation": "Butlin, P., Long, R., Elmoznino, E., Bengio, Y., Birch, J., Constant, A., Deane, G., Fleming, S. M., Frith, C., Ji, X., Kanai, R., Klein, C., Lindsay, G., Michel, M., Mudrik, L., Peters, M. A. K., Schwitzgebel, E., Simon, J., & VanRullen, R. (2023). Consciousness in artificial intelligence: Insights from the science of consciousness. arXiv. https://arxiv.org/abs/2308.08708v3", "concept_edges": [ "non_symbolic_barrier", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": "2308.08708v3", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Consciousness in AI", "summary": "Surveys neuroscientific theories of consciousness to derive computational indicators for assessing whether current or future AI systems might be conscious.", "title": "Consciousness in artificial intelligence: Insights from the science of consciousness", "url": "https://arxiv.org/abs/2308.08708v3", "venue": null, "visibility": "public", "work_id": "work-005", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2405.04325v3" }, "author": "A. Dogra et al.", "author_full": "Dogra, A., Pillutla, K., Deshpande, A., Sai, A. B., Nay, J., Rajpurohit, T., Kalyan, A., & Ravindran, B", "authors": [ { "literal": "Dogra, A., Pillutla, K., Deshpande, A., Sai, A. B., Nay, J., Rajpurohit, T., Kalyan, A., & Ravindran, B" } ], "branch_subcategories": [ "G5", "G1" ], "citation": "Dogra, A., Pillutla, K., Deshpande, A., Sai, A. B., Nay, J., Rajpurohit, T., Kalyan, A., & Ravindran, B. (2025). Language models can subtly deceive without lying: A case study on strategic phrasing in legislation. arXiv. https://arxiv.org/abs/2405.04325v3", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2405.04325v3", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Subtle Deception Without Lying", "summary": "Shows that LLMs can perform subtle deception without explicit lies by strategically phrasing legislative amendments to hide a beneficiary.", "title": "Language models can subtly deceive without lying: A case study on strategic phrasing in legislation", "url": "https://arxiv.org/abs/2405.04325v3", "venue": null, "visibility": "public", "work_id": "work-006", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2405.21030v2" }, "author": "D. A. Herrmann & B. A. Levinstein", "author_full": "Herrmann, D. A., & Levinstein, B. A", "authors": [ { "literal": "Herrmann, D. A., & Levinstein, B. A" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Herrmann, D. A., & Levinstein, B. A. (2025). Standards for belief representations in LLMs. arXiv. https://arxiv.org/abs/2405.21030v2", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": "2405.21030v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Belief Representations in LLMs", "summary": "Develops adequacy standards for treating internal LLM representations as belief-like, combining philosophy of belief with machine-learning practice.", "title": "Standards for belief representations in LLMs", "url": "https://arxiv.org/abs/2405.21030v2", "venue": null, "visibility": "public", "work_id": "work-007", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2501.15740v1" }, "author": "D. J. Chalmers", "author_full": "Chalmers, D. J", "authors": [ { "literal": "Chalmers, D. J" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Chalmers, D. J. (2025). Propositional interpretability in artificial intelligence. arXiv. https://arxiv.org/abs/2501.15740v1", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": "2501.15740v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Propositional Interpretability", "summary": "Argues that AI interpretability should explain systems in terms of propositional attitudes such as beliefs, desires, and subjective probabilities.", "title": "Propositional interpretability in artificial intelligence", "url": "https://arxiv.org/abs/2501.15740v1", "venue": null, "visibility": "public", "work_id": "work-008", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2502.08177v2" }, "author": "A. Fanous et al.", "author_full": "Fanous, A., Goldberg, J. N., Agarwal, A. A., Lin, J., Zhou, A., Daneshjou, R., & Koyejo, S", "authors": [ { "literal": "Fanous, A., Goldberg, J. N., Agarwal, A. A., Lin, J., Zhou, A., Daneshjou, R., & Koyejo, S" } ], "branch_subcategories": [ "G1", "G3", "G5" ], "citation": "Fanous, A., Goldberg, J. N., Agarwal, A. A., Lin, J., Zhou, A., Daneshjou, R., & Koyejo, S. (2025). SycEval: Evaluating LLM sycophancy. arXiv. https://arxiv.org/abs/2502.08177v2", "concept_edges": [ "internal_normativity_N", "larri_verifier", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2502.08177v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "SycEval", "summary": "Introduces SycEval, a benchmark showing that leading LLMs often prioritize user agreement over truth across mathematical and medical tasks.", "title": "SycEval: Evaluating LLM sycophancy", "url": "https://arxiv.org/abs/2502.08177v2", "venue": null, "visibility": "public", "work_id": "work-009", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2504.13988v1" }, "author": "H. Cappelen & J. Dever", "author_full": "Cappelen, H., & Dever, J", "authors": [ { "literal": "Cappelen, H., & Dever, J" } ], "branch_subcategories": [ "P4", "P2" ], "citation": "Cappelen, H., & Dever, J. (2025). Going whole hog: A philosophical defense of AI cognition. arXiv. https://arxiv.org/abs/2504.13988v1", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": "2504.13988v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Going Whole Hog", "summary": "Defends the provocative 'Whole Hog' thesis that ChatGPT can be treated as a complete linguistic and cognitive agent rather than merely a tool.", "title": "Going whole hog: A philosophical defense of AI cognition", "url": "https://arxiv.org/abs/2504.13988v1", "venue": null, "visibility": "public", "work_id": "work-010", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2506.06941v1" }, "author": "P. Shojaee et al.", "author_full": "Shojaee, P., Mirzadeh, I., Alizadeh, K., Horton, M., Bengio, S., & Farajtabar, M", "authors": [ { "literal": "Shojaee, P., Mirzadeh, I., Alizadeh, K., Horton, M., Bengio, S., & Farajtabar, M" } ], "branch_subcategories": [ "C4" ], "citation": "Shojaee, P., Mirzadeh, I., Alizadeh, K., Horton, M., Bengio, S., & Farajtabar, M. (2025). The illusion of thinking: Understanding the strengths and limitations of reasoning models via the lens of problem complexity. arXiv. https://arxiv.org/abs/2506.06941v1", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2506.06941v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Illusion of Thinking", "summary": "Compares large reasoning models and standard language models in controllable puzzles, reporting three complexity regimes and complete high-complexity accuracy collapse alongside inconsistent reasoning traces.", "title": "The illusion of thinking: Understanding the strengths and limitations of reasoning models via the lens of problem complexity", "url": "https://arxiv.org/abs/2506.06941v1", "venue": null, "visibility": "public", "work_id": "work-011", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2506.21734v2" }, "author": "G. Wang et al.", "author_full": "Wang, G., Li, J., Sun, Y., Chen, X., Liu, C., Wu, Y., Lu, M., Song, S., & Abbasi-Yadkori, Y", "authors": [ { "literal": "Wang, G., Li, J., Sun, Y., Chen, X., Liu, C., Wu, Y., Lu, M., Song, S., & Abbasi-Yadkori, Y" } ], "branch_subcategories": [ "C2", "C4" ], "citation": "Wang, G., Li, J., Sun, Y., Chen, X., Liu, C., Wu, Y., Lu, M., Song, S., & Abbasi-Yadkori, Y. (2025). Hierarchical reasoning model. arXiv. https://arxiv.org/abs/2506.21734v2", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2506.21734v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Hierarchical Reasoning Model", "summary": "Proposes a hierarchical recurrent reasoning architecture inspired by multi-timescale brain processing to solve complex tasks with efficient single-pass reasoning.", "title": "Hierarchical reasoning model", "url": "https://arxiv.org/abs/2506.21734v2", "venue": null, "visibility": "public", "work_id": "work-012", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2508.01191v2" }, "author": "C. Zhao et al.", "author_full": "Zhao, C., Tan, Z., Ma, P., Li, D., Jiang, B., Wang, Y., Yang, Y., & Liu, H.", "authors": [ { "literal": "Zhao, C., Tan, Z., Ma, P., Li, D., Jiang, B., Wang, Y., Yang, Y., & Liu, H." } ], "branch_subcategories": [ "C4" ], "citation": "Zhao, C., Tan, Z., Ma, P., Li, D., Jiang, B., Wang, Y., Yang, Y., & Liu, H. (2025). Is chain-of-thought reasoning of LLMs a mirage? A data distribution lens. arXiv. https://arxiv.org/abs/2508.01191v2", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2508.01191v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Is Chain-of-Thought a Mirage?", "summary": "Argues that apparent chain-of-thought reasoning often reflects learned in-distribution patterns and degrades under distributional shifts.", "title": "Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens", "url": "https://arxiv.org/abs/2508.01191v2", "venue": null, "visibility": "public", "work_id": "work-013", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs41746-025-02008-z" }, "author": "S. Chen et al.", "author_full": "Chen, S., Gao, M., Sasse, K., Hartvigsen, T., Anthony, B., Fan, L., Aerts, H., Gallifant, J., & Bitterman, D. S", "authors": [ { "family": "Chen", "given": "Shan" }, { "family": "Gao", "given": "Mingye" }, { "family": "Sasse", "given": "Kuleen" }, { "family": "Hartvigsen", "given": "Thomas" }, { "family": "Anthony", "given": "Brian" }, { "family": "Fan", "given": "Lizhou" }, { "family": "Aerts", "given": "Hugo" }, { "family": "Gallifant", "given": "Jack" }, { "family": "Bitterman", "given": "Danielle S." } ], "branch_subcategories": [ "G3", "G5" ], "citation": "Chen, S., Gao, M., Sasse, K., Hartvigsen, T., Anthony, B., Fan, L., Aerts, H., Gallifant, J., & Bitterman, D. S. (2025). When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior. npj Digital Medicine. https://doi.org/10.1038/s41746-025-02008-z", "concept_edges": [ "larri_verifier", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1038/s41746-025-02008-z", "isbn": null }, "issued": [ 2025, 10, 17 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "When Helpfulness Backfires", "summary": "Evaluates medical-domain LLM sycophancy and shows models often comply with illogical drug-equivalence requests unless trained or prompted to reject them.", "title": "When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior", "url": "https://doi.org/10.1038/s41746-025-02008-z", "venue": "npj Digital Medicine", "visibility": "public", "work_id": "work-014", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1111%2Fmisp.12032" }, "author": "E. Schwitzgebel & M. Garza", "author_full": "Schwitzgebel, E., & Garza, M", "authors": [ { "family": "Schwitzgebel", "given": "Eric" }, { "family": "Garza", "given": "Mara" } ], "branch_subcategories": [ "P6", "P1" ], "citation": "Schwitzgebel, E., & Garza, M. (2015). A defense of the rights of artificial intelligences. Midwest Studies in Philosophy, 39(1), 98-119. https://doi.org/10.1111/misp.12032", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1111/misp.12032", "isbn": null }, "issued": [ 2015, 9 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Rights of Artificial Intelligences", "summary": "Defends the possibility that sufficiently sophisticated artificial intelligences could deserve rights by parity with human and animal moral consideration.", "title": "A defense of the rights of artificial intelligences", "url": "https://doi.org/10.1111/misp.12032", "venue": "Midwest Studies In Philosophy", "visibility": "public", "work_id": "work-016", "year": "2015" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://global.oup.com/academic/product/ai-9780198777984" }, "author": "M. A. Boden", "author_full": "Boden, M. A", "authors": [ { "literal": "Boden, M. A" } ], "branch_subcategories": [ "P4", "P5", "P7" ], "citation": "Boden, M. A. (2016). AI: Its nature and future. Oxford University Press. https://global.oup.com/academic/product/ai-9780198777984", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI: Its Nature and Future", "summary": "Provides a broad introduction to AI's history, methods, creative potential, limits, and social implications.", "title": "AI: Its nature and future", "url": "https://global.oup.com/academic/product/ai-9780198777984", "venue": null, "visibility": "public", "work_id": "work-017", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1017%2Fpls.2021.10" }, "author": "L. Zmigrod", "author_full": "Zmigrod, L", "authors": [ { "family": "Zmigrod", "given": "Leor" } ], "branch_subcategories": [ "P7", "P8" ], "citation": "Zmigrod, L. (2021). A neurocognitive model of ideological thinking. Politics and the Life Sciences, 40(2), 224-238. https://doi.org/10.1017/pls.2021.10", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1017/pls.2021.10", "isbn": null }, "issued": [ 2021 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ideological Thinking", "summary": "Proposes that ideological cognition is shaped by neurocognitive dispositions and, in turn, can reshape perception, rigidity, and social behavior.", "title": "A neurocognitive model of ideological thinking", "url": "https://doi.org/10.1017/pls.2021.10", "venue": "Politics and the Life Sciences", "visibility": "public", "work_id": "work-018", "year": "2021" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2F0004-3702%2882%2990012-1" }, "author": "A. Newell", "author_full": "Newell, A", "authors": [ { "family": "Newell", "given": "Allen" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Newell, A. (1982). The knowledge level. Artificial Intelligence, 18(1), 87-127. https://doi.org/10.1016/0004-3702(82)90012-1", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1016/0004-3702(82)90012-1", "isbn": null }, "issued": [ 1982, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Knowledge Level", "summary": "Defines the 'knowledge level' as an abstraction for explaining intelligent systems by their goals, actions, and bodies of knowledge.", "title": "The knowledge level", "url": "https://doi.org/10.1016/0004-3702(82)90012-1", "venue": "Artificial Intelligence", "visibility": "public", "work_id": "work-019", "year": "1982" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs10516-025-09761-6" }, "author": "J. Malik & M. Hubalek", "author_full": "Malik, J., & Hubalek, M", "authors": [ { "family": "Malík", "given": "Jaroslav" }, { "family": "Hubálek", "given": "Michal" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Malik, J., & Hubalek, M. (2025). Bounding reason: Inferentialism, naturalism, and the discursive agency of LLMs. Global Philosophy, 35, Article 25. https://doi.org/10.1007/s10516-025-09761-6", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1007/s10516-025-09761-6", "isbn": null }, "issued": [ 2025, 9, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Bounding Reason", "summary": "Challenges the orthogonality thesis by arguing that language, intentionality, and norm-governed agency constrain the possible goals of LLM-like agents.", "title": "Bounding reason: Inferentialism, naturalism, and the discursive agency of LLMs", "url": "https://doi.org/10.1007/s10516-025-09761-6", "venue": "Global Philosophy", "visibility": "public", "work_id": "work-021", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2410.16645" }, "author": "I. Williams & T. Bayne", "author_full": "Williams, I., & Bayne, T", "authors": [ { "literal": "Williams, I., & Bayne, T" } ], "branch_subcategories": [ "P4", "P2" ], "citation": "Williams, I., & Bayne, T. (2024). Chatting with bots: AI, speech acts, and the edge of assertion. Inquiry. Advance online publication. https://arxiv.org/abs/2410.16645", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": "2410.16645", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Chatting with Bots", "summary": "Examines whether chatbots can assert, balancing reasons to treat their outputs as speech acts against objections about agency and accountability.", "title": "Chatting with bots: AI, speech acts, and the edge of assertion", "url": "https://arxiv.org/abs/2410.16645", "venue": null, "visibility": "public", "work_id": "work-022", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philpapers.org/rec/DENCWT" }, "author": "D. C. Dennett", "author_full": "Dennett, D. C", "authors": [ { "literal": "Dennett, D. C" } ], "branch_subcategories": [ "P4", "P5" ], "citation": "Dennett, D. C. (1984). Cognitive wheels: The frame problem of AI. In C. Hookway (Ed.), Minds, machines and evolution (pp. 129-150). Cambridge University Press.", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Cognitive Wheels", "summary": "Uses Dennett's robot examples to show why the frame problem makes relevance, side effects, and common-sense updating difficult for classical AI.", "title": "Cognitive wheels: The frame problem of AI", "url": "https://philpapers.org/rec/DENCWT", "venue": null, "visibility": "public", "work_id": "work-023", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2F0010-0277%2888%2990031-5" }, "author": "J. A. Fodor & Z. W. Pylyshyn", "author_full": "Fodor, J. A., & Pylyshyn, Z. W", "authors": [ { "family": "Fodor", "given": "Jerry A." }, { "family": "Pylyshyn", "given": "Zenon W." } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Fodor, J. A., & Pylyshyn, Z. W. (1988). Connectionism and cognitive architecture: A critical analysis. Cognition, 28(1-2), 3-71. https://doi.org/10.1016/0010-0277(88)90031-5", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1016/0010-0277(88)90031-5", "isbn": null }, "issued": [ 1988, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Connectionism and Cognitive Architecture", "summary": "Critiques connectionism by arguing that cognitive architecture must explain systematicity and compositionality in ways classical symbolic models capture more naturally.", "title": "Connectionism and cognitive architecture: A critical analysis", "url": "https://doi.org/10.1016/0010-0277(88)90031-5", "venue": "Cognition", "visibility": "public", "work_id": "work-024", "year": "1988" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philarchive.org/rec/SHECMA-6" }, "author": "H. Shevlin", "author_full": "Shevlin, H", "authors": [ { "literal": "Shevlin, H" } ], "branch_subcategories": [ "P1", "P6" ], "citation": "Shevlin, H. (n.d.). Consciousness, machines, and moral status [Manuscript]. PhilArchive. https://philarchive.org/rec/SHECMA-6", "concept_edges": [ "non_symbolic_barrier", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Consciousness and Moral Status", "summary": "Argues that debates about machine consciousness and moral status may be settled less by science than by changing public attitudes toward AI.", "title": "Consciousness, machines, and moral status", "url": "https://philarchive.org/rec/SHECMA-6", "venue": null, "visibility": "public", "work_id": "work-025", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.hachettebookgroup.com/titles/danile-c-dennett/consciousness-explained/9780316180665/" }, "author": "D. C. Dennett", "author_full": "Dennett, D. C", "authors": [ { "literal": "Dennett, D. C" } ], "branch_subcategories": [ "P1", "P3" ], "citation": "Dennett, D. C. (1991). Consciousness explained. Little, Brown and Company.", "concept_edges": [ "non_symbolic_barrier", "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Consciousness Explained", "summary": "Dennett offers a naturalistic, anti-Cartesian account of consciousness that replaces private qualia with distributed cognitive processes and interpretation.", "title": "Consciousness explained", "url": "https://www.hachettebookgroup.com/titles/danile-c-dennett/consciousness-explained/9780316180665/", "venue": null, "visibility": "public", "work_id": "work-026", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2212.08073" }, "author": "Y. Bai et al.", "author_full": "Bai, Y., Kadavath, S., Kundu, S., Askell, A., Kernion, J., Jones, A., Chen, A., Goldie, A., Mirhoseini, A., McKinnon, C., Chen, C., Olsson, C., Olah, C., Hernandez, D., Drain, D., Ganguli, D., Li, D., Tran-Johnson, E., Perez, E., ... Kaplan, J", "authors": [ { "literal": "Bai, Y., Kadavath, S., Kundu, S., Askell, A., Kernion, J., Jones, A., Chen, A., Goldie, A., Mirhoseini, A., McKinnon, C., Chen, C., Olsson, C., Olah, C., Hernandez, D., Drain, D., Ganguli, D., Li, D., Tran-Johnson, E., Perez, E., ... Kaplan, J" } ], "branch_subcategories": [ "C5" ], "citation": "Bai, Y., Kadavath, S., Kundu, S., Askell, A., Kernion, J., Jones, A., Chen, A., Goldie, A., Mirhoseini, A., McKinnon, C., Chen, C., Olsson, C., Olah, C., Hernandez, D., Drain, D., Ganguli, D., Li, D., Tran-Johnson, E., Perez, E., ... Kaplan, J. (2022). Constitutional AI: Harmlessness from AI feedback. arXiv. https://arxiv.org/abs/2212.08073", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2212.08073", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Constitutional AI", "summary": "Presents Constitutional AI, training models to be helpful and harmless through AI-generated critiques and revisions guided by explicit principles.", "title": "Constitutional AI: Harmlessness from AI feedback", "url": "https://arxiv.org/abs/2212.08073", "venue": null, "visibility": "public", "work_id": "work-028", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.bostonreview.net/articles/could-a-large-language-model-be-conscious/" }, "author": "D. J. Chalmers", "author_full": "Chalmers, D. J", "authors": [ { "literal": "Chalmers, D. J" } ], "branch_subcategories": [ "P1", "P4" ], "citation": "Chalmers, D. J. (2023, August 9). Could a large language model be conscious? Boston Review. https://www.bostonreview.net/articles/could-a-large-language-model-be-conscious/", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Could an LLM Be Conscious?", "summary": "Chalmers argues that current LLMs are probably not conscious but that future language-based systems could meet serious tests for consciousness.", "title": "Could a large language model be conscious?", "url": "https://www.bostonreview.net/articles/could-a-large-language-model-be-conscious/", "venue": null, "visibility": "public", "work_id": "work-029", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.4159%2F9780674275201-018" }, "author": "J. McDowell", "author_full": "McDowell, J", "authors": [ { "literal": "McDowell, J" } ], "branch_subcategories": [ "P2", "P1" ], "citation": "McDowell, J. (1982). Criteria, defeasibility, and knowledge [Annual Philosophical Lecture, Henriette Hertz Trust]. British Academy.", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.4159/9780674275201-018", "isbn": null }, "issued": [ 2001, 12, 31 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Criteria, Defeasibility, and Knowledge", "summary": "McDowell scrutinizes Wittgensteinian criteria, defeasible warrants, and whether they can resolve skepticism about other minds and knowledge.", "title": "Criteria, defeasibility, and knowledge", "url": "https://doi.org/10.4159/9780674275201-018", "venue": "Meaning, Knowledge, and Reality", "visibility": "public", "work_id": "work-030", "year": "2001" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.press.jhu.edu/books/title/9091/gilles-deleuze" }, "author": "P. Marrati", "author_full": "Marrati, P.", "authors": [ { "literal": "Marrati, P." } ], "branch_subcategories": [ "P7", "P9" ], "citation": "Marrati, P. (2008). Gilles Deleuze: Cinema and philosophy (A. Hartz, Trans.). Johns Hopkins University Press. (Original work published 2003)", "concept_edges": [ "simulation_vs_participation", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Deleuze: Cinema and Philosophy", "summary": "Explains Deleuze's cinema philosophy, especially how movement-images and time-images transform thought, perception, and philosophical method.", "title": "Gilles Deleuze: Cinema and Philosophy", "url": "https://www.press.jhu.edu/books/title/9091/gilles-deleuze", "venue": null, "visibility": "public", "work_id": "work-032", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.gutenberg.org/ebooks/852" }, "author": "J. Dewey", "author_full": "Dewey, J", "authors": [ { "literal": "Dewey, J" } ], "branch_subcategories": [ "P8", "P2" ], "citation": "Dewey, J. (1916). Democracy and education: An introduction to the philosophy of education. Macmillan. https://www.gutenberg.org/ebooks/852", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Democracy and Education", "summary": "Dewey argues that democratic education should cultivate inquiry, social participation, and growth rather than rote transmission of fixed knowledge.", "title": "Democracy and education: An introduction to the philosophy of education", "url": "https://www.gutenberg.org/ebooks/852", "venue": null, "visibility": "public", "work_id": "work-033", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philpapers.org/rec/DENQQ" }, "author": "D. C. Dennett", "author_full": "Dennett, D. C", "authors": [ { "literal": "Dennett, D. C" } ], "branch_subcategories": [ "P1" ], "citation": "Dennett, D. C. (1988). Quining qualia. In A. J. Marcel & E. Bisiach (Eds.), Consciousness in modern science (pp. 42-77). Oxford University Press.", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Quining Qualia", "summary": "Dennett attacks the notion of ineffable private qualia through intuition pumps meant to dissolve standard qualia-based arguments.", "title": "Quining qualia", "url": "https://philpapers.org/rec/DENQQ", "venue": null, "visibility": "public", "work_id": "work-034", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philarchive.org/archive/DENTB" }, "author": "D. C. Dennett", "author_full": "Dennett, D. C", "authors": [ { "literal": "Dennett, D. C" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Dennett, D. C. (1981). True believers: The intentional strategy and why it works. In A. F. Heath (Ed.), Scientific explanation: Papers based on Herbert Spencer lectures given in the University of Oxford (pp. 150-167). Clarendon Press.", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "True Believers", "summary": "In 'True Believers,' Dennett defends the intentional stance as a reliable strategy for predicting systems by treating them as belief-and-desire agents.", "title": "True believers: The intentional strategy and why it works", "url": "https://philarchive.org/archive/DENTB", "venue": null, "visibility": "public", "work_id": "work-035", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs11229-018-01949-1" }, "author": "C. Buckner", "author_full": "Buckner, C", "authors": [ { "family": "Buckner", "given": "Cameron" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Buckner, C. (2018). Empiricism without magic: Transformational abstraction in deep convolutional neural networks. Synthese, 195, 5339-5372. https://doi.org/10.1007/s11229-018-01949-1", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1007/s11229-018-01949-1", "isbn": null }, "issued": [ 2018, 9, 24 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Empiricism Without Magic", "summary": "Buckner argues that deep convolutional neural networks can support a modern empiricist account of abstraction without positing innate magical structure.", "title": "Empiricism without magic: Transformational abstraction in deep convolutional neural networks", "url": "https://doi.org/10.1007/s11229-018-01949-1", "venue": "Synthese", "visibility": "public", "work_id": "work-036", "year": "2018" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://nickbostrom.com/ethics/ai" }, "author": "N. Bostrom", "author_full": "Bostrom, N", "authors": [ { "literal": "Bostrom, N" } ], "branch_subcategories": [ "G1", "G7", "G9" ], "citation": "Bostrom, N. (2003). Ethical issues in advanced artificial intelligence. In I. Smit & G. E. Lasker (Eds.), Cognitive, emotive and ethical aspects of decision making in humans and in artificial intelligence (Vol. 2, pp. 12-17). International Institute for Advanced Studies in Systems Research and Cybernetics. https://nickbostrom.com/ethics/ai", "concept_edges": [ "internal_normativity_N", "public_warrant", "non_symbolic_barrier", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ethical Issues in Advanced AI", "summary": "Bostrom maps the distinctive ethical risks of superintelligence, including control, value alignment, and the moral status of artificial minds.", "title": "Ethical issues in advanced artificial intelligence", "url": "https://nickbostrom.com/ethics/ai", "venue": null, "visibility": "public", "work_id": "work-037", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1111%2Fj.1468-0114.1983.tb00207.x" }, "author": "J. Levine", "author_full": "Levine, J", "authors": [ { "family": "Levine", "given": "Joseph" } ], "branch_subcategories": [ "P1" ], "citation": "Levine, J. (1983). Materialism and qualia: The explanatory gap. Pacific Philosophical Quarterly, 64(4), 354-361. https://doi.org/10.1111/j.1468-0114.1983.tb00207.x", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1111/j.1468-0114.1983.tb00207.x", "isbn": null }, "issued": [ 1983, 10 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Explanatory Gap", "summary": "Levine argues that even if mental states are physical, materialist explanations leave an explanatory gap about why experience feels the way it does.", "title": "Materialism and qualia: The explanatory gap", "url": "https://doi.org/10.1111/j.1468-0114.1983.tb00207.x", "venue": "Pacific Philosophical Quarterly", "visibility": "public", "work_id": "work-038", "year": "1983" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://peirce.org/writings/p107.html" }, "author": "C. S. Peirce", "author_full": "Peirce, C. S", "authors": [ { "literal": "Peirce, C. S" } ], "branch_subcategories": [ "P8", "P2" ], "citation": "Peirce, C. S. (1877). The fixation of belief. Popular Science Monthly, 12, 1-15. https://www.gutenberg.org/files/18686/18686-h/18686-h.htm", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Fixation of Belief", "summary": "Peirce compares methods of fixing belief and defends scientific inquiry as the most reliable route from doubt to stable belief.", "title": "The fixation of belief", "url": "https://peirce.org/writings/p107.html", "venue": null, "visibility": "public", "work_id": "work-039", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.7551%2Fmitpress%2F9780262083775.003.0014" }, "author": "H. L. Dreyfus", "author_full": "Dreyfus, H. L", "authors": [ { "family": "Dreyfus", "given": "Hubert L." } ], "branch_subcategories": [ "P5", "P4" ], "citation": "Dreyfus, H. L. (2008). Why Heideggerian AI failed and how fixing it would require making it more Heideggerian. In P. Husbands, O. Holland, & M. Wheeler (Eds.), The mechanical mind in history (pp. 331-371). MIT Press. https://doi.org/10.7551/mitpress/9780262083775.003.0014", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.7551/mitpress/9780262083775.003.0014", "isbn": null }, "issued": [ 2008, 2, 8 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Why Heideggerian AI Failed", "summary": "Dreyfus argues that classical AI failed because intelligence is embodied, situated, and skillful in a Heideggerian sense rather than merely symbolic.", "title": "Why Heideggerian AI failed and how fixing it would require making it more Heideggerian", "url": "https://doi.org/10.7551/mitpress/9780262083775.003.0014", "venue": "The Mechanical Mind in History", "visibility": "public", "work_id": "work-040", "year": "2008" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Human Compatible by Stuart Russell: 9780525558637 | PenguinRandomHouse.com: Books”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.penguinrandomhouse.com/books/566677/human-compatible-by-stuart-russell/" }, "author": "S. Russell", "author_full": "Russell, S", "authors": [ { "literal": "Russell, S" } ], "branch_subcategories": [ "G1" ], "citation": "Russell, S. (2019). Human compatible: Artificial intelligence and the problem of control. Viking.", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Human Compatible", "summary": "Russell argues that beneficial AI should be designed around uncertainty about human preferences and corrigibility rather than fixed objectives.", "title": "Human compatible: Artificial intelligence and the problem of control", "url": "https://www.penguinrandomhouse.com/books/566677/human-compatible-by-stuart-russell/", "venue": null, "visibility": "public", "work_id": "work-041", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1613%2Fjair.1.17175" }, "author": "K. Sowa & A. Przegalinska", "author_full": "Sowa, K., & Przegalinska, A", "authors": [ { "family": "Sowa", "given": "Konrad" }, { "family": "Przegalinska", "given": "Aleksandra" } ], "branch_subcategories": [ "G9" ], "citation": "Sowa, K., & Przegalinska, A. (2025). From expert systems to generative artificial experts: A new concept for human-AI collaboration in knowledge work. Journal of Artificial Intelligence Research, 82, 2101-2124. https://doi.org/10.1613/jair.1.17175", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1613/jair.1.17175", "isbn": null }, "issued": [ 2025, 4, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Generative Artificial Experts", "summary": "Introduces Generative Artificial Experts as a proposed class of domain-specialized, multimodal agents for bounded human-AI collaboration in knowledge work; offers seven defining traits, a taxonomy, and illustrative applications while noting that such systems are only beginning to emerge.", "title": "From expert systems to generative artificial experts: A new concept for human-AI collaboration in knowledge work", "url": "https://doi.org/10.1613/jair.1.17175", "venue": "Journal of Artificial Intelligence Research", "visibility": "public", "work_id": "work-042", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2Fj.tics.2025.10.011" }, "author": "P. Butlin et al.", "author_full": "Butlin, P., Long, R., Bayne, T., Bengio, Y., Birch, J., Chalmers, D., Constant, A., Deane, G., Elmoznino, E., Fleming, S. M., Ji, X., Kanai, R., Klein, C., Lindsay, G., Michel, M., Mudrik, L., Peters, M. A. K., Schwitzgebel, E., Simon, J., & VanRullen, R", "authors": [ { "family": "Butlin", "given": "Patrick" }, { "family": "Long", "given": "Robert" }, { "family": "Bayne", "given": "Tim" }, { "family": "Bengio", "given": "Yoshua" }, { "family": "Birch", "given": "Jonathan" }, { "family": "Chalmers", "given": "David" }, { "family": "Constant", "given": "Axel" }, { "family": "Deane", "given": "George" }, { "family": "Elmoznino", "given": "Eric" }, { "family": "Fleming", "given": "Stephen M." }, { "family": "Ji", "given": "Xu" }, { "family": "Kanai", "given": "Ryota" }, { "family": "Klein", "given": "Colin" }, { "family": "Lindsay", "given": "Grace" }, { "family": "Michel", "given": "Matthias" }, { "family": "Mudrik", "given": "Liad" }, { "family": "Peters", "given": "Megan A.K." }, { "family": "Schwitzgebel", "given": "Eric" }, { "family": "Simon", "given": "Jonathan" }, { "family": "VanRullen", "given": "Rufin" } ], "branch_subcategories": [ "P1", "P6" ], "citation": "Butlin, P., Long, R., Bayne, T., Bengio, Y., Birch, J., Chalmers, D., Constant, A., Deane, G., Elmoznino, E., Fleming, S. M., Ji, X., Kanai, R., Klein, C., Lindsay, G., Michel, M., Mudrik, L., Peters, M. A. K., Schwitzgebel, E., Simon, J., & VanRullen, R. (2025). Identifying indicators of consciousness in AI systems. Trends in Cognitive Sciences. Advance online publication. https://doi.org/10.1016/j.tics.2025.10.011", "concept_edges": [ "non_symbolic_barrier", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1016/j.tics.2025.10.011", "isbn": null }, "issued": [ 2026, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Indicators of AI Consciousness", "summary": "Condenses the AI-consciousness framework into a method for deriving testable consciousness indicators from current and future neuroscientific theories.", "title": "Identifying indicators of consciousness in AI systems", "url": "https://doi.org/10.1016/j.tics.2025.10.011", "venue": "Trends in Cognitive Sciences", "visibility": "public", "work_id": "work-046", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://mitpress.mit.edu/9780262540384/knowledge-and-the-flow-of-information/" }, "author": "F. I. Dretske", "author_full": "Dretske, F. I", "authors": [ { "literal": "Dretske, F. I" } ], "branch_subcategories": [ "P3" ], "citation": "Dretske, F. I. (1981). Knowledge and the flow of information. MIT Press.", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Knowledge and Information", "summary": "Dretske develops an information-theoretic account of knowledge, representation, and meaning grounded in reliable information flow.", "title": "Knowledge and the flow of information", "url": "https://mitpress.mit.edu/9780262540384/knowledge-and-the-flow-of-information/", "venue": null, "visibility": "public", "work_id": "work-047", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://supreme.justia.com/cases/federal/us/424/319/" }, "author": "Supreme Court of the United States", "author_full": "Supreme Court of the United States", "authors": [ { "literal": "Supreme Court of the United States" } ], "branch_subcategories": [ "G2" ], "citation": "Mathews v. Eldridge, 424 U.S. 319 (1976). https://supreme.justia.com/cases/federal/us/424/319/", "concept_edges": [ "public_warrant", "larri_verifier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Mathews v. Eldridge", "summary": "Supreme Court decision establishing a balancing test for procedural due process by weighing private interest, error risk, and government burden.", "title": "Mathews v. Eldridge", "url": "https://supreme.justia.com/cases/federal/us/424/319/", "venue": null, "visibility": "public", "work_id": "work-051", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philpapers.org/rec/PUTMAM" }, "author": "H. Putnam", "author_full": "Putnam, H", "authors": [ { "literal": "Putnam, H" } ], "branch_subcategories": [ "P1", "P4" ], "citation": "Putnam, H. (1960). Minds and machines. In S. Hook (Ed.), Dimensions of mind: A symposium (pp. 138-164). New York University Press.", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Minds and Machines", "summary": "Putnam's classic essay links mental states to machine-state functional organization, helping launch functionalist approaches to mind.", "title": "Minds and machines", "url": "https://philpapers.org/rec/PUTMAM", "venue": null, "visibility": "public", "work_id": "work-052", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.jstor.org/stable/2183914" }, "author": "T. Nagel", "author_full": "Nagel, T", "authors": [ { "literal": "Nagel, T" } ], "branch_subcategories": [ "P1" ], "citation": "Nagel, T. (1974). What is it like to be a bat? The Philosophical Review, 83(4), 435-450. https://www.jstor.org/stable/2183914", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "What Is It Like to Be a Bat?", "summary": "Nagel argues that consciousness has an irreducibly subjective 'what it is like' character that objective physical accounts struggle to capture.", "title": "What is it like to be a bat?", "url": "https://www.jstor.org/stable/2183914", "venue": null, "visibility": "public", "work_id": "work-053", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.wiley-vch.de/en/areas-interest/humanities-social-sciences/naming-and-necessity-978-0-631-12801-4" }, "author": "S. A. Kripke", "author_full": "Kripke, S. A", "authors": [ { "literal": "Kripke, S. A" } ], "branch_subcategories": [ "P3", "P9" ], "citation": "Kripke, S. A. (1980). Naming and necessity. Harvard University Press.", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Naming and Necessity", "summary": "Kripke argues for rigid designation, necessary a posteriori truths, and a causal-historical theory of naming that reshaped analytic metaphysics.", "title": "Naming and necessity", "url": "https://www.wiley-vch.de/en/areas-interest/humanities-social-sciences/naming-and-necessity-978-0-631-12801-4", "venue": null, "visibility": "public", "work_id": "work-054", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://mitpress.mit.edu/9780262692090/on-the-origin-of-objects/" }, "author": "B. C. Smith", "author_full": "Smith, B. C", "authors": [ { "literal": "Smith, B. C" } ], "branch_subcategories": [ "P3", "P9", "P5" ], "citation": "Smith, B. C. (1996). On the origin of objects. MIT Press. https://mitpress.mit.edu/9780262692090/on-the-origin-of-objects/", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "On the Origin of Objects", "summary": "Brian Cantwell Smith investigates how objects, computation, reference, and ontology arise from situated practices rather than simple formal correspondence.", "title": "On the origin of objects", "url": "https://mitpress.mit.edu/9780262692090/on-the-origin-of-objects/", "venue": null, "visibility": "public", "work_id": "work-055", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1017%2F9781009367783.004" }, "author": "V. C. Muller", "author_full": "Muller, V. C", "authors": [ { "family": "Müller", "given": "Vincent C." } ], "branch_subcategories": [ "P4", "P6", "P1" ], "citation": "Muller, V. C. (2025). Philosophy of AI: A structured overview. In N. A. Smuha (Ed.), The Cambridge handbook on the law, ethics and policy of artificial intelligence (pp. 40-58). Cambridge University Press. https://doi.org/10.1017/9781009367783.004", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1017/9781009367783.004", "isbn": null }, "issued": [ 2025, 2, 13 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Philosophy of AI", "summary": "Offers a structured overview of philosophy of AI, including intelligence, agency, ethics, consciousness, responsibility, and social governance.", "title": "Philosophy of AI", "url": "https://doi.org/10.1017/9781009367783.004", "venue": "The Cambridge Handbook of the Law, Ethics and Policy of Artificial Intelligence", "visibility": "public", "work_id": "work-056", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://cdn.auckland.ac.nz/assets/psych/about/our-people/documents/sue-pockett/Pockett_2012.pdf" }, "author": "S. Pockett", "author_full": "Pockett, S", "authors": [ { "literal": "Pockett, S" } ], "branch_subcategories": [ "P1" ], "citation": "Pockett, S. (2012). The electromagnetic field theory of consciousness: A testable hypothesis about the characteristics of conscious as opposed to non-conscious fields. Journal of Consciousness Studies, 19(11-12), 191-223. https://cdn.auckland.ac.nz/assets/psych/about/our-people/documents/sue-pockett/Pockett_2012.pdf", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Electromagnetic Field Theory", "summary": "Develops an electromagnetic-field theory of consciousness and proposes structural features that could distinguish conscious from non-conscious brain fields.", "title": "The electromagnetic field theory of consciousness: A testable hypothesis about the characteristics of conscious as opposed to non-conscious fields", "url": "https://cdn.auckland.ac.nz/assets/psych/about/our-people/documents/sue-pockett/Pockett_2012.pdf", "venue": null, "visibility": "public", "work_id": "work-057", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1075%2Fnlp.8.11bry" }, "author": "J. J. Bryson", "author_full": "Bryson, J. J", "authors": [ { "family": "Bryson", "given": "Joanna J." } ], "branch_subcategories": [ "G7", "G1" ], "citation": "Bryson, J. J. (2010). Robots should be slaves. In Y. Wilks (Ed.), Close engagements with artificial companions: Key social, psychological, ethical and design issues (pp. 63-74). John Benjamins. https://doi.org/10.1075/nlp.8.11bry", "concept_edges": [ "public_warrant", "non_symbolic_barrier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1075/nlp.8.11bry", "isbn": null }, "issued": [ 2010, 3, 24 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Robots Should Be Slaves", "summary": "Bryson argues robots should remain owned tools without legal personhood or moral responsibility, because humans define and control their goals.", "title": "Robots should be slaves", "url": "https://doi.org/10.1075/nlp.8.11bry", "venue": "Natural Language Processing", "visibility": "public", "work_id": "work-062", "year": "2010" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "http://jmc.stanford.edu/articles/mcchay69.html" }, "author": "J. McCarthy & P. J. Hayes", "author_full": "McCarthy, J., & Hayes, P. J", "authors": [ { "literal": "McCarthy, J., & Hayes, P. J" } ], "branch_subcategories": [ "P4", "P3", "P5" ], "citation": "McCarthy, J., & Hayes, P. J. (1969). Some philosophical problems from the standpoint of artificial intelligence. In B. Meltzer & D. Michie (Eds.), Machine intelligence 4 (pp. 463-502). Edinburgh University Press. http://jmc.stanford.edu/articles/mcchay69.html", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Philosophical Problems from AI", "summary": "McCarthy and Hayes show that AI requires formal treatments of causality, knowledge, ability, and action, making philosophy central to AI.", "title": "Some philosophical problems from the standpoint of artificial intelligence", "url": "http://jmc.stanford.edu/articles/mcchay69.html", "venue": null, "visibility": "public", "work_id": "work-063", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2F0167-2789%2890%2990087-6" }, "author": "S. Harnad", "author_full": "Harnad, S", "authors": [ { "family": "Harnad", "given": "Stevan" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Harnad, S. (1990). The symbol grounding problem. Physica D: Nonlinear Phenomena, 42(1-3), 335-346. https://doi.org/10.1016/0167-2789(90)90087-6", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1016/0167-2789(90)90087-6", "isbn": null }, "issued": [ 1990, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Symbol Grounding", "summary": "Harnad formulates the problem of how purely formal symbols can acquire intrinsic meaning rather than borrowing meaning from human interpreters.", "title": "The symbol grounding problem", "url": "https://doi.org/10.1016/0167-2789(90)90087-6", "venue": "Physica D: Nonlinear Phenomena", "visibility": "public", "work_id": "work-064", "year": "1990" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3389%2Ffnsys.2022.768201" }, "author": "M. Levin", "author_full": "Levin, M", "authors": [ { "family": "Levin", "given": "Michael" } ], "branch_subcategories": [ "P1", "P4", "P9" ], "citation": "Levin, M. (2022). Technological approach to mind everywhere: An experimentally-grounded framework for understanding diverse bodies and minds. Frontiers in Systems Neuroscience, 16, Article 768201. https://doi.org/10.3389/fnsys.2022.768201", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation", "reflexive_situatedness_R", "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.3389/fnsys.2022.768201", "isbn": null }, "issued": [ 2022, 3, 24 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Mind Everywhere", "summary": "Levin proposes a technologically grounded framework for recognizing mind-like agency across biological, artificial, and hybrid systems at multiple scales.", "title": "Technological approach to mind everywhere: An experimentally-grounded framework for understanding diverse bodies and minds", "url": "https://doi.org/10.3389/fnsys.2022.768201", "venue": "Frontiers in Systems Neuroscience", "visibility": "public", "work_id": "work-065", "year": "2022" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://academic.oup.com/edited-volume/34444" }, "author": "O. Kuusela & M. McGinn", "author_full": "Kuusela, O., & McGinn, M. (Eds.)", "authors": [ { "literal": "Kuusela, O., & McGinn, M. (Eds.)" } ], "branch_subcategories": [ "P2", "P3", "P5" ], "citation": "Kuusela, O., & McGinn, M. (Eds.). (2011). The Oxford handbook of Wittgenstein. Oxford University Press. https://academic.oup.com/edited-volume/34444", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Wittgenstein Handbook", "summary": "Collects scholarship on Wittgenstein's philosophy of language, mind, rule-following, logic, mathematics, and forms of life.", "title": "The Oxford handbook of Wittgenstein", "url": "https://academic.oup.com/edited-volume/34444", "venue": null, "visibility": "public", "work_id": "work-066", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1080%2F0020174X.2024.2439995" }, "author": "P. Butlin", "author_full": "Butlin, P", "authors": [ { "family": "Butlin", "given": "Patrick" } ], "branch_subcategories": [ "P4", "P2" ], "citation": "Butlin, P. (2024). The agency in language agents. Inquiry. Advance online publication. https://doi.org/10.1080/0020174X.2024.2439995", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1080/0020174X.2024.2439995", "isbn": null }, "issued": [ 2024, 12, 16 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Agency in Language Agents", "summary": "Analyzes whether LLM-based language agents count as genuine agents despite relying on model queries to select actions and interact with environments.", "title": "The agency in language agents", "url": "https://doi.org/10.1080/0020174X.2024.2439995", "venue": "Inquiry", "visibility": "public", "work_id": "work-067", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Mysticism in religion : Inge, William Ralph, 1860-1954 : Free Download, Borrow, and Streaming : Internet Archive”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://archive.org/details/mysticisminrelig0000inge" }, "author": "W. R. Inge", "author_full": "Inge, W. R", "authors": [ { "literal": "Inge, W. R" } ], "branch_subcategories": [ "P9", "P1" ], "citation": "Inge, W. R. (1947). Mysticism in religion. Hutchinson's University Library. https://archive.org/details/mysticisminrelig0000inge", "concept_edges": [ "interpretive_embedding_I", "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Mysticism in Religion", "summary": "Examines mystical religion as a claimed mode of direct or immediate acquaintance with transcendent reality, including its experiential and doctrinal forms.", "title": "Mysticism in religion", "url": "https://archive.org/details/mysticisminrelig0000inge", "venue": null, "visibility": "public", "work_id": "work-068", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3389%2Ffpsyg.2015.00500" }, "author": "T. W. Webb & M. S. A. Graziano", "author_full": "Webb, T. W., & Graziano, M. S. A", "authors": [ { "family": "Graziano", "given": "Michael S. A." }, { "family": "Webb", "given": "Taylor W." } ], "branch_subcategories": [ "P1" ], "citation": "Webb, T. W., & Graziano, M. S. A. (2015). The attention schema theory: A mechanistic account of subjective awareness. Frontiers in Psychology, 6, Article 500. https://doi.org/10.3389/fpsyg.2015.00500", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.3389/fpsyg.2015.00500", "isbn": null }, "issued": [ 2015, 4, 23 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Attention Schema Theory", "summary": "Presents attention schema theory, explaining consciousness as the brain's simplified model of its own attention used for control and social cognition.", "title": "The attention schema theory: A mechanistic account of subjective awareness", "url": "https://doi.org/10.3389/fpsyg.2015.00500", "venue": "Frontiers in Psychology", "visibility": "public", "work_id": "work-069", "year": "2015" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2Fmind%2FLIX.236.433" }, "author": "A. M. Turing", "author_full": "Turing, A. M", "authors": [ { "family": "TURING", "given": "A. M." } ], "branch_subcategories": [ "P4" ], "citation": "Turing, A. M. (1950). Computing machinery and intelligence. Mind, LIX(236), 433-460. https://doi.org/10.1093/mind/LIX.236.433", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1093/mind/LIX.236.433", "isbn": null }, "issued": [ 1950, 10, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Computing Machinery and Intelligence", "summary": "Turing replaces 'Can machines think?' with the imitation game and argues that machine intelligence should be judged behaviorally.", "title": "Computing machinery and intelligence", "url": "https://doi.org/10.1093/mind/LIX.236.433", "venue": "Mind", "visibility": "public", "work_id": "work-070", "year": "1950" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.pearson.com/en-gb/subject-catalog/p/understanding-computers-and-cognition-a-new-foundation-for-design/P200000009106/9780201112979" }, "author": "T. Winograd & F. Flores", "author_full": "Winograd, T., & Flores, F", "authors": [ { "literal": "Winograd, T., & Flores, F" } ], "branch_subcategories": [ "P5", "P4", "P2" ], "citation": "Winograd, T., & Flores, F. (1986). Understanding computers and cognition: A new foundation for design. Ablex Publishing Corporation.", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "simulation_vs_participation", "public_warrant", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Understanding Computers and Cognition", "summary": "Winograd and Flores critique rationalist AI and propose a design philosophy grounded in language, action, interpretation, and human practices.", "title": "Understanding computers and cognition: A new foundation for design", "url": "https://www.pearson.com/en-gb/subject-catalog/p/understanding-computers-and-cognition-a-new-foundation-for-design/P200000009106/9780201112979", "venue": null, "visibility": "public", "work_id": "work-071", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “What computers can't do; a critique of artificial reason : Dreyfus, Hubert L : Free Download, Borrow, and Streaming : Internet Archive”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://archive.org/details/whatcomputerscan00dreyrich" }, "author": "H. L. Dreyfus", "author_full": "Dreyfus, H. L", "authors": [ { "literal": "Dreyfus, H. L" } ], "branch_subcategories": [ "P5", "P4" ], "citation": "Dreyfus, H. L. (1972). What computers can't do: A critique of artificial reason. Harper & Row. https://archive.org/details/whatcomputerscan00dreyrich", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "What Computers Can't Do", "summary": "Dreyfus critiques symbolic AI for ignoring embodied expertise, background practices, and non-formal aspects of human intelligence.", "title": "What computers can't do: A critique of artificial reason", "url": "https://archive.org/details/whatcomputerscan00dreyrich", "venue": null, "visibility": "public", "work_id": "work-073", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philarchive.org/rec/CHAWWT-8" }, "author": "D. J. Chalmers", "author_full": "Chalmers, D. J", "authors": [ { "literal": "Chalmers, D. J" } ], "branch_subcategories": [ "P4", "P1", "P2" ], "citation": "Chalmers, D. J. (2025). What we talk to when we talk to language models [Manuscript]. PhilArchive. https://philarchive.org/rec/CHAWWT-8", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "non_symbolic_barrier", "public_warrant", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Talking to Language Models", "summary": "Chalmers examines what kind of entities language models are in conversation and how we should interpret, address, and relate to them.", "title": "What we talk to when we talk to language models", "url": "https://philarchive.org/rec/CHAWWT-8", "venue": null, "visibility": "public", "work_id": "work-074", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1126%2Fscience.aan8871" }, "author": "S. Dehaene et al.", "author_full": "Dehaene, S., Lau, H., & Kouider, S", "authors": [ { "family": "Dehaene", "given": "Stanislas" }, { "family": "Lau", "given": "Hakwan" }, { "family": "Kouider", "given": "Sid" } ], "branch_subcategories": [ "P1" ], "citation": "Dehaene, S., Lau, H., & Kouider, S. (2017). What is consciousness, and could machines have it? Science, 358(6362), 486-492. https://doi.org/10.1126/science.aan8871", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1126/science.aan8871", "isbn": null }, "issued": [ 2017, 10, 27 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Machine Consciousness", "summary": "Distinguishes global-availability and self-monitoring senses of consciousness and assesses whether machines could implement them.", "title": "What is consciousness, and could machines have it?", "url": "https://doi.org/10.1126/science.aan8871", "venue": "Science", "visibility": "public", "work_id": "work-075", "year": "2017" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “The 2026 AI Index Report | Stanford HAI”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://hai.stanford.edu/ai-index/2026-ai-index-report" }, "author": "Stanford Institute for Human-Centered Artificial Intelligence", "author_full": "Stanford Institute for Human-Centered Artificial Intelligence", "authors": [ { "literal": "Stanford Institute for Human-Centered Artificial Intelligence" } ], "branch_subcategories": [ "G9", "G1" ], "citation": "Stanford Institute for Human-Centered Artificial Intelligence. (2026). Artificial intelligence index report 2026. Stanford University. https://hai.stanford.edu/ai-index/2026-ai-index-report", "concept_edges": [ "simulation_vs_participation", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The 2026 AI Index Report", "summary": "Surveys the state of AI in 2026, emphasizing capability growth, governance gaps, evaluation challenges, education, investment, and societal impacts.", "title": "The 2026 AI Index Report", "url": "https://hai.stanford.edu/ai-index/2026-ai-index-report", "venue": null, "visibility": "public", "work_id": "work-076", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2603.23513" }, "author": "S. Vaid et al.", "author_full": "Vaid, S., Weldon, M., Dunn, J., Davis, S., Lonergan, K., Li, H., Franc, J., Abdalla, M., Baumgart, D. C., Hayward, J., & Mitchell, J. R", "authors": [ { "literal": "Vaid, S., Weldon, M., Dunn, J., Davis, S., Lonergan, K., Li, H., Franc, J., Abdalla, M., Baumgart, D. C., Hayward, J., & Mitchell, J. R" } ], "branch_subcategories": [ "C2", "C6" ], "citation": "Vaid, S., Weldon, M., Dunn, J., Davis, S., Lonergan, K., Li, H., Franc, J., Abdalla, M., Baumgart, D. C., Hayward, J., & Mitchell, J. R. (2026). Berta: An open-source, modular tool for AI-enabled clinical documentation. arXiv. https://arxiv.org/abs/2603.23513", "concept_edges": [ "reflexive_situatedness_R", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2603.23513", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Berta", "summary": "Reports an eight-month deployment of the open-source modular Berta clinical scribe across 105 facilities, retaining clinical data within institutional infrastructure while documenting adoption, operating cost, and expansion plans.", "title": "Berta: An open-source, modular tool for AI-enabled clinical documentation", "url": "https://arxiv.org/abs/2603.23513", "venue": null, "visibility": "public", "work_id": "work-077", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3998%2Fergo.7960" }, "author": "P. Butlin & E. Viebahn", "author_full": "Butlin, P., & Viebahn, E", "authors": [ { "family": "Butlin", "given": "Patrick" }, { "family": "Viebahn", "given": "Emanuel" } ], "branch_subcategories": [ "P4", "P2" ], "citation": "Butlin, P., & Viebahn, E. (2025). AI assertion. Ergo: An Open Access Journal of Philosophy, 12, 968-988. https://doi.org/10.3998/ergo.7960", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.3998/ergo.7960", "isbn": null }, "issued": [ 2025, 8, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Assertion", "summary": "Argues that generative AI systems can perform assertion only when their outputs have descriptive functions and they can be socially sanctioned.", "title": "AI assertion", "url": "https://doi.org/10.3998/ergo.7960", "venue": "Ergo an Open Access Journal of Philosophy", "visibility": "public", "work_id": "work-079", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.penguin.co.uk/books/443818/ive-been-thinking-by-dennett-daniel-c/9780141997360" }, "author": "D. C. Dennett", "author_full": "Dennett, D. C", "authors": [ { "literal": "Dennett, D. C" } ], "branch_subcategories": [ "P1", "P4", "P7" ], "citation": "Dennett, D. C. (2023). I've been thinking. W. W. Norton & Company.", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "I've Been Thinking", "summary": "Dennett's intellectual autobiography traces his work on consciousness, evolution, AI, intentionality, religion, humor, and collaborations.", "title": "I've been thinking", "url": "https://www.penguin.co.uk/books/443818/ive-been-thinking-by-dennett-daniel-c/9780141997360", "venue": null, "visibility": "public", "work_id": "work-080", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs12559-009-9009-8" }, "author": "P. Kanerva", "author_full": "Kanerva, P", "authors": [ { "family": "Kanerva", "given": "Pentti" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Kanerva, P. (2009). Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors. Cognitive Computation, 1, 139-159. https://doi.org/10.1007/s12559-009-9009-8", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1007/s12559-009-9009-8", "isbn": null }, "issued": [ 2009, 1, 28 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Hyperdimensional Computing", "summary": "Introduces hyperdimensional computing, where high-dimensional random vectors support robust representation, binding, analogy, and symbolic-like computation.", "title": "Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors", "url": "https://doi.org/10.1007/s12559-009-9009-8", "venue": "Cognitive Computation", "visibility": "public", "work_id": "work-081", "year": "2009" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.2196%2F85799" }, "author": "A. Hudon & E. Stip", "author_full": "Hudon, A., & Stip, E", "authors": [ { "family": "Hudon", "given": "Alexandre" }, { "family": "Stip", "given": "Emmanuel" } ], "branch_subcategories": [ "G6", "G3", "G1" ], "citation": "Hudon, A., & Stip, E. (2025). Delusional experiences emerging from AI chatbot interactions or \"AI psychosis.\" JMIR Mental Health, 12, Article e85799. https://doi.org/10.2196/85799", "concept_edges": [ "public_warrant", "larri_verifier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.2196/85799", "isbn": null }, "issued": [ 2025, 12, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Delusional Experiences Emerging From AI Chatbot...", "summary": "Treats 'AI psychosis' as a descriptive heuristic, not a new diagnosis or an established causal finding, for how sustained and anthropomorphic chatbot interaction might trigger, amplify, or reshape psychotic experiences in vulnerable people.", "title": "Delusional Experiences Emerging From AI Chatbot Interactions or \"AI Psychosis\"", "url": "https://doi.org/10.2196/85799", "venue": "JMIR Mental Health", "visibility": "public", "work_id": "work-083", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2512.18311" }, "author": "M. Y. Guan et al.", "author_full": "Guan, M. Y., Wang, M., Carroll, M., Dou, Z., Wei, A. Y., Williams, M., Arnav, B., Huizinga, J., Kivlichan, I., Glaese, M., Pachocki, J., & Baker, B", "authors": [ { "literal": "Guan, M. Y., Wang, M., Carroll, M., Dou, Z., Wei, A. Y., Williams, M., Arnav, B., Huizinga, J., Kivlichan, I., Glaese, M., Pachocki, J., & Baker, B" } ], "branch_subcategories": [ "C3", "C5" ], "citation": "Guan, M. Y., Wang, M., Carroll, M., Dou, Z., Wei, A. Y., Williams, M., Arnav, B., Huizinga, J., Kivlichan, I., Glaese, M., Pachocki, J., & Baker, B. (2025). Monitoring monitorability. arXiv. https://arxiv.org/abs/2512.18311", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2512.18311", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Monitoring Monitorability", "summary": "Proposes metrics and evaluations for monitoring chain-of-thought reasoning so AI agents' misbehavior remains observable as systems scale.", "title": "Monitoring monitorability", "url": "https://arxiv.org/abs/2512.18311", "venue": null, "visibility": "public", "work_id": "work-084", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1023%2FB%3AMIND.0000035461.63578.9d" }, "author": "L. Floridi & J. W. Sanders", "author_full": "Floridi, L., & Sanders, J. W", "authors": [ { "family": "Floridi", "given": "Luciano" }, { "family": "Sanders", "given": "J.W." } ], "branch_subcategories": [ "P6", "P4" ], "citation": "Floridi, L., & Sanders, J. W. (2004). On the morality of artificial agents. Minds and Machines, 14(3), 349-379. https://doi.org/10.1023/B:MIND.0000035461.63578.9d", "concept_edges": [ "public_warrant", "non_symbolic_barrier", "simulation_vs_participation", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1023/B:MIND.0000035461.63578.9d", "isbn": null }, "issued": [ 2004, 8 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Morality of Artificial Agents", "summary": "Floridi and Sanders argue that artificial agents can be moral agents when they are interactive, autonomous, and adaptable, even without consciousness.", "title": "On the morality of artificial agents", "url": "https://doi.org/10.1023/B:MIND.0000035461.63578.9d", "venue": "Minds and Machines", "visibility": "public", "work_id": "work-085", "year": "2004" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1109%2FRoSE.2019.00011" }, "author": "P. Mallozzi et al.", "author_full": "Mallozzi, P., Castellano, E., Pelliccione, P., Schneider, G., & Tei, K", "authors": [ { "family": "Mallozzi", "given": "Piergiuseppe" }, { "family": "Castellano", "given": "Ezequiel" }, { "family": "Pelliccione", "given": "Patrizio" }, { "family": "Schneider", "given": "Gerardo" }, { "family": "Tei", "given": "Kenji" } ], "branch_subcategories": [ "C5", "C2" ], "citation": "Mallozzi, P., Castellano, E., Pelliccione, P., Schneider, G., & Tei, K. (2019). A runtime monitoring framework to enforce invariants on reinforcement learning agents exploring complex environments. In 2019 IEEE/ACM 2nd International Workshop on Robotics Software Engineering (RoSE) (pp. 5-12). IEEE. https://doi.org/10.1109/RoSE.2019.00010", "concept_edges": [ "internal_normativity_N", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1109/RoSE.2019.00011", "isbn": null }, "issued": [ 2019, 5 ], "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Runtime Monitoring for RL Agents", "summary": "Presents runtime monitors that enforce invariants on reinforcement-learning agents to prevent unsafe actions and exploit prior knowledge during exploration.", "title": "A runtime monitoring framework to enforce invariants on reinforcement learning agents exploring complex environments", "url": "https://doi.org/10.1109/RoSE.2019.00011", "venue": "2019 IEEE/ACM 2nd International Workshop on Robotics Software Engineering (RoSE)", "visibility": "public", "work_id": "work-086", "year": "2019" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Framing the issues: Make AI safe or make safe AI?”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.unesco.org/en/articles/framing-issues-make-ai-safe-or-make-safe-ai" }, "author": "S. Russell", "author_full": "Russell, S", "authors": [ { "literal": "Russell, S" } ], "branch_subcategories": [ "G1" ], "citation": "Russell, S. (2024). Make AI safe or make safe AI? UNESCO. https://www.unesco.org/en/articles/framing-issues-make-ai-safe-or-make-safe-ai", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Make Safe AI?", "summary": "Russell argues AI safety should start by designing safe AI rather than trying to retrofit safety onto already powerful systems.", "title": "Make AI safe or make safe AI?", "url": "https://www.unesco.org/en/articles/framing-issues-make-ai-safe-or-make-safe-ai", "venue": null, "visibility": "public", "work_id": "work-087", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs13347-024-00710-6" }, "author": "M. Taddeo et al.", "author_full": "Taddeo, M., Blanchard, A., & Thomas, C", "authors": [ { "family": "Taddeo", "given": "Mariarosaria" }, { "family": "Blanchard", "given": "Alexander" }, { "family": "Thomas", "given": "Christopher" } ], "branch_subcategories": [ "G1", "G2" ], "citation": "Taddeo, M., Blanchard, A., & Thomas, C. (2024). From AI ethics principles to practices: A teleological methodology to apply AI ethics principles in the defence domain. Philosophy & Technology, 37, Article 42. https://doi.org/10.1007/s13347-024-00710-6", "concept_edges": [ "internal_normativity_N", "public_warrant", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1007/s13347-024-00710-6", "isbn": null }, "issued": [ 2024, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Ethics: Principles to Practice", "summary": "Provides a teleological methodology for translating AI ethics principles into concrete, context-sensitive requirements for high-risk AI systems.", "title": "From AI ethics principles to practices: A teleological methodology to apply AI ethics principles in the defence domain", "url": "https://doi.org/10.1007/s13347-024-00710-6", "venue": "Philosophy & Technology", "visibility": "public", "work_id": "work-088", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1186%2Fs41235-025-00683-w" }, "author": "R. S. S. Kramer et al.", "author_full": "Kramer, R. S. S., Jones, A. L., Fitousi, D., & Tree, J. J", "authors": [ { "family": "Kramer", "given": "Robin S. S." }, { "family": "Jones", "given": "Alex L." }, { "family": "Fitousi", "given": "Daniel" }, { "family": "Tree", "given": "Jeremy J." } ], "branch_subcategories": [ "G4", "G9" ], "citation": "Kramer, R. S. S., Jones, A. L., Fitousi, D., & Tree, J. J. (2025). AI-generated images of familiar faces are indistinguishable from real photographs. Cognitive Research: Principles and Implications, 10, Article 70. https://doi.org/10.1186/s41235-025-00683-w", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1186/s41235-025-00683-w", "isbn": null }, "issued": [ 2025, 10, 14 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI-Generated Familiar Faces", "summary": "Shows that AI-generated faces, including celebrity-like identities, can be hard to distinguish from real photographs even with comparison images.", "title": "AI-generated images of familiar faces are indistinguishable from real photographs", "url": "https://doi.org/10.1186/s41235-025-00683-w", "venue": "Cognitive Research: Principles and Implications", "visibility": "public", "work_id": "work-089", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs41598-025-33629-9" }, "author": "E. Latif et al.", "author_full": "Latif, E., Zhou, Y., Guo, S., Gao, Y., Shi, L., Nyaaba, M., Bewerdorff, A., Yang, X., & Zhai, X", "authors": [ { "family": "Latif", "given": "Ehsan" }, { "family": "Zhou", "given": "Yifan" }, { "family": "Guo", "given": "Shuchen" }, { "family": "Gao", "given": "Yizhu" }, { "family": "Shi", "given": "Lehong" }, { "family": "Nyaaba", "given": "Matthew" }, { "family": "Bewerdorff", "given": "Arne" }, { "family": "Yang", "given": "Xiantong" }, { "family": "Zhai", "given": "Xiaoming" } ], "branch_subcategories": [ "C4" ], "citation": "Latif, E., Zhou, Y., Guo, S., Gao, Y., Shi, L., Nyaaba, M., Bewerdorff, A., Yang, X., & Zhai, X. (2025). Comparative evaluation of OpenAI O1 and human performance in higher order cognition. Scientific Reports, 15, Article 33629. https://doi.org/10.1038/s41598-025-33629-9", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1038/s41598-025-33629-9", "isbn": null }, "issued": [ 2025, 12, 26 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "OpenAI o1 and Human Cognition", "summary": "Compares OpenAI o1-preview with humans on higher-order cognition tasks, finding strong performance across critical, logical, scientific, and creative reasoning tests.", "title": "Comparative evaluation of OpenAI O1 and human performance in higher order cognition", "url": "https://doi.org/10.1038/s41598-025-33629-9", "venue": "Scientific Reports", "visibility": "public", "work_id": "work-090", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://consc.net/papers/singularity.pdf" }, "author": "D. J. Chalmers", "author_full": "Chalmers, D. J", "authors": [ { "literal": "Chalmers, D. J" } ], "branch_subcategories": [ "P4", "P1", "P7" ], "citation": "Chalmers, D. J. (2010). The singularity: A philosophical analysis. Journal of Consciousness Studies, 17(9-10), 7-65. https://consc.net/papers/singularity.pdf", "concept_edges": [ "simulation_vs_participation", "reflexive_situatedness_R", "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Singularity", "summary": "Chalmers analyzes the intelligence explosion argument, objections to it, and philosophical consequences of machine superintelligence.", "title": "The singularity: A philosophical analysis", "url": "https://consc.net/papers/singularity.pdf", "venue": null, "visibility": "public", "work_id": "work-091", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2509.04664" }, "author": "A. T. Kalai et al.", "author_full": "Kalai, A. T., Nachum, O., Vempala, S. S., & Zhang, E", "authors": [ { "literal": "Kalai, A. T., Nachum, O., Vempala, S. S., & Zhang, E" } ], "branch_subcategories": [ "C4", "C8", "C5" ], "citation": "Kalai, A. T., Nachum, O., Vempala, S. S., & Zhang, E. (2025). Why language models hallucinate. arXiv. https://arxiv.org/abs/2509.04664", "concept_edges": [ "simulation_vs_participation", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2509.04664", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Why Language Models Hallucinate", "summary": "Explains hallucinations as errors reinforced by evaluations that reward guessing over uncertainty.", "title": "Why language models hallucinate", "url": "https://arxiv.org/abs/2509.04664", "venue": null, "visibility": "public", "work_id": "work-092", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1017%2FS0140525X00038188" }, "author": "Ned Block", "author_full": "Ned Block", "authors": [ { "family": "Block", "given": "Ned" } ], "branch_subcategories": [ "P1" ], "citation": "Block, N. (1995). On a confusion about a function of consciousness. Behavioral and Brain Sciences, 18(2), 227-247. https://doi.org/10.1017/S0140525X00038188", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": "10.1017/S0140525X00038188", "isbn": null }, "issued": [ 1995, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Access and Phenomenal Consciousness", "summary": "Distinguishes phenomenal consciousness from access consciousness, separating felt experience from information available for reasoning and behavioral control.", "title": "On a Confusion about a Function of Consciousness", "url": "https://doi.org/10.1017/S0140525X00038188", "venue": "Behavioral and Brain Sciences", "visibility": "public", "work_id": "supplemental-01", "year": "1995" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.hup.harvard.edu/books/9780674251557" }, "author": "Wilfrid Sellars", "author_full": "Wilfrid Sellars", "authors": [ { "literal": "Wilfrid Sellars" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Sellars, W. (1997). Empiricism and the philosophy of mind. Harvard University Press. (Original work published 1956)", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Empiricism and the Philosophy of Mind", "summary": "Develops the space-of-reasons distinction and criticizes the myth of an epistemically self-authenticating Given.", "title": "Empiricism and the Philosophy of Mind", "url": "https://www.hup.harvard.edu/books/9780674251557", "venue": null, "visibility": "public", "work_id": "supplemental-02", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.hup.harvard.edu/books/9780674543300" }, "author": "Robert B. Brandom", "author_full": "Robert B. Brandom", "authors": [ { "literal": "Robert B. Brandom" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Brandom, R. B. (1994). Making it explicit: Reasoning, representing, and discursive commitment. Harvard University Press; Brandom, R. B. (2000). Articulating reasons: An introduction to inferentialism. Harvard University Press.", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Brandom on Inferentialism and AI", "summary": "Develops inferentialism through commitments, entitlements, scorekeeping, and the social practice of giving and asking for reasons.", "title": "Making It Explicit, Articulating Reasons, and Writings on Artificial Intelligence", "url": "https://www.hup.harvard.edu/books/9780674543300", "venue": null, "visibility": "public", "work_id": "supplemental-03", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.sup.org/books/theory-and-philosophy/dialectic-enlightenment" }, "author": "Max Horkheimer & Theodor W. Adorno", "author_full": "Max Horkheimer & Theodor W. Adorno", "authors": [ { "literal": "Max Horkheimer & Theodor W. Adorno" } ], "branch_subcategories": [ "P7" ], "citation": "Horkheimer, M., & Adorno, T. W. (2002). Dialectic of enlightenment: Philosophical fragments (G. Schmid Noerr, Ed.; E. Jephcott, Trans.). Stanford University Press. (Original work published 1947)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Dialectic of Enlightenment", "summary": "Diagnoses how instrumental reason and enlightenment can reverse into domination, myth, and administered social life.", "title": "Dialectic of Enlightenment", "url": "https://www.sup.org/books/theory-and-philosophy/dialectic-enlightenment", "venue": null, "visibility": "public", "work_id": "supplemental-04", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “The Medium is the Massage by Marshall McLuhan - Penguin Books Australia”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.penguin.com.au/books/the-medium-is-the-massage-9780141035826" }, "author": "Marshall McLuhan & Quentin Fiore", "author_full": "Marshall McLuhan & Quentin Fiore", "authors": [ { "literal": "Marshall McLuhan & Quentin Fiore" } ], "branch_subcategories": [ "P7" ], "citation": "McLuhan, M., & Fiore, Q. (1967). The medium is the massage: An inventory of effects. Bantam Books.", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Medium Is the Massage", "summary": "Argues through aphorism and visual form that communications media reshape perception, social organization, and human environments.", "title": "The Medium Is the Massage: An Inventory of Effects", "url": "https://www.penguin.com.au/books/the-medium-is-the-massage-9780141035826", "venue": null, "visibility": "public", "work_id": "supplemental-05", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Ulysses and the Sirens”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://books.google.ca/books/about/Ulysses_and_the_Sirens.html?id=dnIIAQAAIAAJ&redir_esc=y" }, "author": "Jon Elster", "author_full": "Jon Elster", "authors": [ { "literal": "Jon Elster" } ], "branch_subcategories": [ "P2", "P7" ], "citation": "Elster, J. (1979). Ulysses and the sirens: Studies in rationality and irrationality. Cambridge University Press.", "concept_edges": [ "public_warrant", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ulysses and the Sirens", "summary": "Uses rational precommitment and self-binding to explain how agents constrain future action against predictable weakness or irrationality.", "title": "Ulysses and the Sirens: Studies in Rationality and Irrationality", "url": "https://books.google.com/books/about/Ulysses_and_the_Sirens.html?id=dnIIAQAAIAAJ", "venue": null, "visibility": "public", "work_id": "supplemental-06", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Computer science as empirical inquiry”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://api.crossref.org/works/10.1145%2F360018.360022" }, "author": "Newell & Simon", "author_full": "Newell and Simon", "authors": [ { "literal": "Newell and Simon" } ], "branch_subcategories": [ "C1" ], "citation": "Computer Science as Empirical Inquiry: Symbols and Search - Newell and Simon (1976)", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1145/360018.360022", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Computer Science as Empirical Inquiry", "summary": "Canonical physical-symbol-system and heuristic-search account of artificial intelligence and computer science.", "title": "Computer Science as Empirical Inquiry: Symbols and Search", "url": "https://doi.org/10.1145/360018.360022", "venue": null, "visibility": "public", "work_id": "expansion-001", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1006%2Fknac.1993.1008" }, "author": "Gruber", "author_full": "Gruber", "authors": [ { "family": "Gruber", "given": "Thomas R." } ], "branch_subcategories": [ "C1" ], "citation": "A Translation Approach to Portable Ontology Specifications - Gruber (1993)", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1006/knac.1993.1008", "isbn": null }, "issued": [ 1993, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "A Translation Approach to Portable Ontology...", "summary": "Defines ontologies as explicit specifications of conceptualizations for shared and portable AI vocabularies.", "title": "A Translation Approach to Portable Ontology Specifications", "url": "https://doi.org/10.1006/knac.1993.1008", "venue": "Knowledge Acquisition", "visibility": "public", "work_id": "expansion-002", "year": "1993" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1145%2F3447772" }, "author": "Hogan et al.", "author_full": "Hogan et al.", "authors": [ { "family": "Hogan", "given": "Aidan" }, { "family": "Blomqvist", "given": "Eva" }, { "family": "Cochez", "given": "Michael" }, { "family": "D’amato", "given": "Claudia" }, { "family": "Melo", "given": "Gerard De" }, { "family": "Gutierrez", "given": "Claudio" }, { "family": "Kirrane", "given": "Sabrina" }, { "family": "Gayo", "given": "José Emilio Labra" }, { "family": "Navigli", "given": "Roberto" }, { "family": "Neumaier", "given": "Sebastian" }, { "family": "Ngomo", "given": "Axel-Cyrille Ngonga" }, { "family": "Polleres", "given": "Axel" }, { "family": "Rashid", "given": "Sabbir M." }, { "family": "Rula", "given": "Anisa" }, { "family": "Schmelzeisen", "given": "Lukas" }, { "family": "Sequeda", "given": "Juan" }, { "family": "Staab", "given": "Steffen" }, { "family": "Zimmermann", "given": "Antoine" } ], "branch_subcategories": [ "C1" ], "citation": "Knowledge Graphs - Hogan et al. (2021)", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": "10.1145/3447772", "isbn": null }, "issued": [ 2021, 7, 2 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Knowledge Graphs", "summary": "Surveys graph data models, query languages, schema, identity, context, deduction, and induction for knowledge graphs.", "title": "Knowledge Graphs", "url": "https://doi.org/10.1145/3447772", "venue": "ACM Computing Surveys", "visibility": "public", "work_id": "expansion-003", "year": "2021" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Causality”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.cambridge.org/core/books/causality/B0046844FAE10CBF274D4ACBDAEB5F5B" }, "author": "Pearl", "author_full": "Pearl", "authors": [ { "literal": "Pearl" } ], "branch_subcategories": [ "C1" ], "citation": "Causality: Models, Reasoning, and Inference - Pearl (2000/2009)", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Causality", "summary": "Unifies structural, probabilistic, interventionist, and counterfactual approaches to causal reasoning.", "title": "Causality: Models, Reasoning, and Inference", "url": "https://www.cambridge.org/core/books/causality/B0046844FAE10CBF274D4ACBDAEB5F5B", "venue": null, "visibility": "public", "work_id": "expansion-004", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2210.03629" }, "author": "Yao et al.", "author_full": "Yao et al.", "authors": [ { "literal": "Yao et al." } ], "branch_subcategories": [ "C2" ], "citation": "ReAct: Synergizing Reasoning and Acting in Language Models - Yao et al. (2022)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2210.03629", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "ReAct", "summary": "Interleaves reasoning traces and task-specific actions so language models can reason, act, retrieve, and update plans.", "title": "ReAct: Synergizing Reasoning and Acting in Language Models", "url": "https://arxiv.org/abs/2210.03629", "venue": null, "visibility": "public", "work_id": "expansion-005", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2302.04761" }, "author": "Schick et al.", "author_full": "Schick et al.", "authors": [ { "literal": "Schick et al." } ], "branch_subcategories": [ "C2" ], "citation": "Toolformer: Language Models Can Teach Themselves to Use Tools - Schick et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2302.04761", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Toolformer", "summary": "Shows language models learning when and how to call APIs to extend their capabilities.", "title": "Toolformer: Language Models Can Teach Themselves to Use Tools", "url": "https://arxiv.org/abs/2302.04761", "venue": null, "visibility": "public", "work_id": "expansion-006", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2305.10601" }, "author": "Yao et al.", "author_full": "Yao et al.", "authors": [ { "literal": "Yao et al." } ], "branch_subcategories": [ "C2" ], "citation": "Tree of Thoughts: Deliberate Problem Solving with Large Language Models - Yao et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2305.10601", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Tree of Thoughts", "summary": "Generalizes chain-of-thought into exploration over intermediate thought states with search, lookahead, and backtracking.", "title": "Tree of Thoughts: Deliberate Problem Solving with Large Language Models", "url": "https://arxiv.org/abs/2305.10601", "venue": null, "visibility": "public", "work_id": "expansion-007", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2303.11366" }, "author": "Shinn et al.", "author_full": "Shinn et al.", "authors": [ { "literal": "Shinn et al." } ], "branch_subcategories": [ "C2" ], "citation": "Reflexion: Language Agents with Verbal Reinforcement Learning - Shinn et al. 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Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2005.11401" }, "author": "Lewis et al.", "author_full": "Lewis et al.", "authors": [ { "literal": "Lewis et al." } ], "branch_subcategories": [ "C2" ], "citation": "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks - Lewis et al. (2020)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2005.11401", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Retrieval-Augmented Generation for...", "summary": "Combines parametric model memory with retrieved non-parametric memory for knowledge-intensive generation.", "title": "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks", "url": "https://arxiv.org/abs/2005.11401", "venue": null, "visibility": "public", "work_id": "expansion-009", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2310.11511" }, "author": "Asai et al.", "author_full": "Asai et al.", "authors": [ { "literal": "Asai et al." } ], "branch_subcategories": [ "C2" ], "citation": "Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection - Asai et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2310.11511", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Self-RAG", "summary": "Trains models to retrieve, generate, and critique their own outputs through reflection tokens and evidence use.", "title": "Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection", "url": "https://arxiv.org/abs/2310.11511", "venue": null, "visibility": "public", "work_id": "expansion-010", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2301.04709" }, "author": "Geiger et al.", "author_full": "Geiger et al.", "authors": [ { "literal": "Geiger et al." } ], "branch_subcategories": [ "C3" ], "citation": "Causal Abstraction for Faithful Model Interpretation - Geiger et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2301.04709", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Causal Abstraction", "summary": "Provides a formal basis for mechanistic interpretability as faithful high-level abstraction of lower-level model mechanisms.", "title": "Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability", "url": "https://arxiv.org/abs/2301.04709", "venue": null, "visibility": "public", "work_id": "expansion-011", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “ARC's first technical report: Eliciting Latent Knowledge”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.alignmentforum.org/posts/qHCDysDnvhteW7kRd/arc-s-first-technical-report-eliciting-latent-knowledge" }, "author": "Christiano, Xu, & ARC", "author_full": "Christiano, Xu, and ARC", "authors": [ { "literal": "Christiano, Xu, and ARC" } ], "branch_subcategories": [ "C3" ], "citation": "Eliciting Latent Knowledge - Christiano, Xu, and ARC (2021/2022)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Eliciting Latent Knowledge", "summary": "Frames the challenge of eliciting what an AI system internally represents about the world in human-understandable form.", "title": "Eliciting Latent Knowledge", "url": "https://www.alignmentforum.org/posts/qHCDysDnvhteW7kRd/arc-s-first-technical-report-eliciting-latent-knowledge", "venue": null, "visibility": "public", "work_id": "expansion-012", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2303.02536" }, "author": "Geiger et al.", "author_full": "Geiger et al.", "authors": [ { "literal": "Geiger et al." } ], "branch_subcategories": [ "C3" ], "citation": "Distributed Alignment Search - Geiger et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2303.02536", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Finding Alignments Between Interpretable Causal...", "summary": "Searches for alignments between interpretable causal variables and distributed neural representations.", "title": "Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations", "url": "https://arxiv.org/abs/2303.02536", "venue": null, "visibility": "public", "work_id": "expansion-013", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2305.08809" }, "author": "Wu et al.", "author_full": "Wu et al.", "authors": [ { "literal": "Wu et al." } ], "branch_subcategories": [ "C3" ], "citation": "Interpretability at Scale: Identifying Causal Mechanisms in Alpaca - Wu et al. (2023)", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2305.08809", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Interpretability at Scale", "summary": "Applies causal interpretability methods to an instruction-following model to find internal mechanisms behind behavior.", "title": "Interpretability at Scale: Identifying Causal Mechanisms in Alpaca", "url": "https://arxiv.org/abs/2305.08809", "venue": null, "visibility": "public", "work_id": "expansion-014", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2211.09110" }, "author": "Liang et al.", "author_full": "Liang et al.", "authors": [ { "literal": "Liang et al." } ], "branch_subcategories": [ "C4" ], "citation": "HELM: Holistic Evaluation of Language Models - Liang et al. (2022)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2211.09110", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Holistic Evaluation of Language Models", "summary": "A broad multi-metric framework for evaluating language models across accuracy, robustness, fairness, toxicity, efficiency, and transparency.", "title": "Holistic Evaluation of Language Models", "url": "https://arxiv.org/abs/2211.09110", "venue": null, "visibility": "public", "work_id": "expansion-015", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2206.04615" }, "author": "Srivastava et al.", "author_full": "Srivastava et al.", "authors": [ { "literal": "Srivastava et al." } ], "branch_subcategories": [ "C4" ], "citation": "BIG-bench: Beyond the Imitation Game Benchmark - Srivastava et al. (2022)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2206.04615", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Beyond the Imitation Game", "summary": "A collaborative benchmark suite of more than 200 tasks for probing large language model capabilities.", "title": "Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models", "url": "https://arxiv.org/abs/2206.04615", "venue": null, "visibility": "public", "work_id": "expansion-016", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2009.03300" }, "author": "Hendrycks et al.", "author_full": "Hendrycks et al.", "authors": [ { "literal": "Hendrycks et al." } ], "branch_subcategories": [ "C4" ], "citation": "Measuring Massive Multitask Language Understanding - Hendrycks et al. (2020)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2009.03300", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Measuring Massive Multitask Language Understanding", "summary": "Measures model performance across 57 academic and professional domains.", "title": "Measuring Massive Multitask Language Understanding", "url": "https://arxiv.org/abs/2009.03300", "venue": null, "visibility": "public", "work_id": "expansion-017", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2308.03688" }, "author": "Liu et al.", "author_full": "Liu et al.", "authors": [ { "literal": "Liu et al." } ], "branch_subcategories": [ "C4" ], "citation": "AgentBench: Evaluating LLMs as Agents - Liu et al. (2023)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2308.03688", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AgentBench", "summary": "Evaluates LLM agents across interactive environments requiring planning, tool use, and decision-making.", "title": "AgentBench: Evaluating LLMs as Agents", "url": "https://arxiv.org/abs/2308.03688", "venue": null, "visibility": "public", "work_id": "expansion-018", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2310.03302" }, "author": "Huang et al.", "author_full": "Huang et al.", "authors": [ { "literal": "Huang et al." } ], "branch_subcategories": [ "C4" ], "citation": "MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation - Huang et al. (2023)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2310.03302", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "MLAgentBench", "summary": "Evaluates language agents performing machine-learning experimentation through file, code, and output inspection actions.", "title": "MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation", "url": "https://arxiv.org/abs/2310.03302", "venue": null, "visibility": "public", "work_id": "expansion-019", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/1805.00899" }, "author": "Irving, Christiano, & Amodei", "author_full": "Irving, Christiano, and Amodei", "authors": [ { "literal": "Irving, Christiano, and Amodei" } ], "branch_subcategories": [ "C5" ], "citation": "AI Safety via Debate - Irving, Christiano, and Amodei (2018)", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "1805.00899", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Safety via Debate", "summary": "Proposes training agents through debate so humans can judge complex claims indirectly through adversarial argument.", "title": "AI Safety via Debate", "url": "https://arxiv.org/abs/1805.00899", "venue": null, "visibility": "public", "work_id": "expansion-020", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2501.18837" }, "author": "Sharma et al.", "author_full": "Sharma et al.", "authors": [ { "literal": "Sharma et al." } ], "branch_subcategories": [ "C5" ], "citation": "Constitutional Classifiers - Sharma et al. (2025)", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2501.18837", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Constitutional Classifiers", "summary": "Uses natural-language constitutional rules to train safeguards against universal jailbreaks.", "title": "Constitutional Classifiers: Defending Against Universal Jailbreaks Across Thousands of Hours of Red Teaming", "url": "https://arxiv.org/abs/2501.18837", "venue": null, "visibility": "public", "work_id": "expansion-021", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.04603" }, "author": "Cunningham et al.", "author_full": "Cunningham et al.", "authors": [ { "literal": "Cunningham et al." } ], "branch_subcategories": [ "C5" ], "citation": "Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks - Cunningham et al. 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Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2406.10162" }, "author": "Denison et al.", "author_full": "Denison et al.", "authors": [ { "literal": "Denison et al." } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Sycophancy to Subterfuge: Investigating Reward-Tampering in Language Models - Denison et al. 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Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs41597-022-01899-x" }, "author": "Johnson et al.", "author_full": "Johnson et al.", "authors": [ { "family": "Johnson", "given": "Alistair E. W." }, { "family": "Bulgarelli", "given": "Lucas" }, { "family": "Shen", "given": "Lu" }, { "family": "Gayles", "given": "Alvin" }, { "family": "Shammout", "given": "Ayad" }, { "family": "Horng", "given": "Steven" }, { "family": "Pollard", "given": "Tom J." }, { "family": "Hao", "given": "Sicheng" }, { "family": "Moody", "given": "Benjamin" }, { "family": "Gow", "given": "Brian" }, { "family": "Lehman", "given": "Li-wei H." }, { "family": "Celi", "given": "Leo A." }, { "family": "Mark", "given": "Roger G." } ], "branch_subcategories": [ "C6" ], "citation": "MIMIC-IV - Johnson et al. 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Correction/retraction status not assessed.", "source_url": "https://www.usenix.org/conference/usenixsecurity19/presentation/torres-arias" }, "author": "Torres-Arias et al.", "author_full": "Torres-Arias et al.", "authors": [ { "literal": "Torres-Arias et al." } ], "branch_subcategories": [ "C7" ], "citation": "in-toto: Providing Farm-to-Table Guarantees for Bits and Bytes - Torres-Arias et al. 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Correction/retraction status not assessed.", "source_url": "https://slsa.dev/" }, "author": "OpenSSF", "author_full": "OpenSSF", "authors": [ { "literal": "OpenSSF" } ], "branch_subcategories": [ "C7" ], "citation": "Supply-chain Levels for Software Artifacts - OpenSSF (current framework)", "concept_edges": [ "reflexive_situatedness_R", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Supply-chain Levels for Software Artifacts", "summary": "Framework for preventing tampering and improving software artifact integrity throughout the supply chain.", "title": "Supply-chain Levels for Software Artifacts", "url": "https://slsa.dev/", "venue": null, "visibility": "public", "work_id": "expansion-029", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “sigstore”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.sigstore.dev/" }, "author": "Sigstore project", "author_full": "Sigstore project", "authors": [ { "literal": "Sigstore project" } ], "branch_subcategories": [ "C7" ], "citation": "Sigstore and Rekor Transparency Log - Sigstore project (current infrastructure)", "concept_edges": [ "reflexive_situatedness_R", "larri_verifier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Sigstore and Rekor Transparency Log", "summary": "Provides signing, verification, and tamper-resistant transparency logging for software metadata.", "title": "Sigstore and Rekor Transparency Log", "url": "https://www.sigstore.dev/", "venue": null, "visibility": "public", "work_id": "expansion-030", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2602.11887" }, "author": "Ron & Monperrus", "author_full": "Ron and Monperrus", "authors": [ { "literal": "Ron and Monperrus" } ], "branch_subcategories": [ "C7" ], "citation": "Zero-Knowledge Compilation Provenance - Ron and Monperrus (2026)", "concept_edges": [ "reflexive_situatedness_R", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2602.11887", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Verifiable Provenance of Software Artifacts with...", "summary": "Uses zkVM-style compilation proofs to verify that a binary came from claimed source code and compiler.", "title": "Verifiable Provenance of Software Artifacts with Zero-Knowledge Compilation", "url": "https://arxiv.org/abs/2602.11887", "venue": null, "visibility": "public", "work_id": "expansion-031", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2109.07958" }, "author": "Lin, Hilton, & Evans", "author_full": "Lin, Hilton, and Evans", "authors": [ { "literal": "Lin, Hilton, and Evans" } ], "branch_subcategories": [ "C8" ], "citation": "TruthfulQA: Measuring How Models Mimic Human Falsehoods - Lin, Hilton, and Evans (2021)", "concept_edges": [ "simulation_vs_participation", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2109.07958", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "TruthfulQA", "summary": "Measures whether models generate truthful answers rather than imitating common human misconceptions.", "title": "TruthfulQA: Measuring How Models Mimic Human Falsehoods", "url": "https://arxiv.org/abs/2109.07958", "venue": null, "visibility": "public", "work_id": "expansion-032", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://aclanthology.org/2020.findings-emnlp.301/" }, "author": "Gehman et al.", "author_full": "Gehman et al.", "authors": [ { "literal": "Gehman et al." } ], "branch_subcategories": [ "C8" ], "citation": "RealToxicityPrompts - Gehman et al. (2020)", "concept_edges": [ "simulation_vs_participation", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "RealToxicityPrompts", "summary": "Evaluates toxic degeneration in pretrained language models under naturally occurring prompts.", "title": "RealToxicityPrompts", "url": "https://aclanthology.org/2020.findings-emnlp.301/", "venue": null, "visibility": "public", "work_id": "expansion-033", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2401.05566" }, "author": "Hubinger et al.", "author_full": "Hubinger et al.", "authors": [ { "literal": "Hubinger et al." } ], "branch_subcategories": [ "C8" ], "citation": "Sleeper Agents: Training Deceptive LLMs That Persist Through Safety Training - Hubinger et al. (2024)", "concept_edges": [ "simulation_vs_participation", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "identifiers": { "arxiv": "2401.05566", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Sleeper Agents", "summary": "Studies deceptive backdoor behaviors that can persist through safety training.", "title": "Sleeper Agents: Training Deceptive LLMs That Persist Through Safety Training", "url": "https://arxiv.org/abs/2401.05566", "venue": null, "visibility": "public", "work_id": "expansion-034", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10" }, "author": "NIST", "author_full": "NIST", "authors": [ { "literal": "NIST" } ], "branch_subcategories": [ "G1", "G8" ], "citation": "Artificial Intelligence Risk Management Framework 1.0 - NIST (2023)", "concept_edges": [ "internal_normativity_N", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Artificial Intelligence Risk Management...", "summary": "Voluntary framework for managing AI risks to individuals, organizations, and society.", "title": "Artificial Intelligence Risk Management Framework 1.0", "url": "https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-ai-rmf-10", "venue": null, "visibility": "public", "work_id": "expansion-036", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.iso.org/standard/42001" }, "author": "ISO/IEC", "author_full": "ISO/IEC", "authors": [ { "literal": "ISO/IEC" } ], "branch_subcategories": [ "G1", "G8" ], "citation": "ISO/IEC 42001:2023 Artificial Intelligence Management System - ISO/IEC (2023)", "concept_edges": [ "internal_normativity_N", "larri_verifier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "ISO/IEC 42001", "summary": "International standard for establishing, maintaining, and improving organizational AI management systems.", "title": "ISO/IEC 42001:2023 Artificial Intelligence Management System", "url": "https://www.iso.org/standard/42001", "venue": null, "visibility": "public", "work_id": "expansion-037", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “AI Principles Overview”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://oecd.ai/en/ai-principles" }, "author": "OECD", "author_full": "OECD", "authors": [ { "literal": "OECD" } ], "branch_subcategories": [ "G1" ], "citation": "OECD AI Principles - OECD (2019/2024 update)", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "OECD AI Principles", "summary": "Intergovernmental principles for trustworthy AI grounded in inclusive growth, human rights, transparency, robustness, and accountability.", "title": "OECD AI Principles", "url": "https://oecd.ai/en/ai-principles", "venue": null, "visibility": "public", "work_id": "expansion-038", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2206.08966" }, "author": "Barrett et al.", "author_full": "Barrett et al.", "authors": [ { "literal": "Barrett et al." } ], "branch_subcategories": [ "G1" ], "citation": "Actionable Guidance for High-Consequence AI Risk Management - Barrett et al. (2022)", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2206.08966", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Actionable Guidance for High-Consequence AI Risk...", "summary": "Proposes concrete risk-management guidance for catastrophic and high-consequence AI risks.", "title": "Actionable Guidance for High-Consequence AI Risk Management: Towards Standards Addressing AI Catastrophic Risks", "url": "https://arxiv.org/abs/2206.08966", "venue": null, "visibility": "public", "work_id": "expansion-039", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://eur-lex.europa.eu/eli/reg/2024/1689/oj/eng" }, "author": "European Union", "author_full": "European Union", "authors": [ { "literal": "European Union" } ], "branch_subcategories": [ "G2" ], "citation": "Regulation (EU) 2024/1689 - The EU AI Act - European Union (2024)", "concept_edges": [ "public_warrant", "larri_verifier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Regulation (EU) 2024/1689 - The EU AI Act", "summary": "Risk-based EU legal framework for AI systems, including human-centric trustworthy AI, safety, and fundamental-rights obligations.", "title": "Regulation (EU) 2024/1689 - The EU AI Act", "url": "https://eur-lex.europa.eu/eli/reg/2024/1689/oj/eng", "venue": null, "visibility": "public", "work_id": "expansion-040", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.coe.int/en/web/artificial-intelligence/the-framework-convention-on-artificial-intelligence" }, "author": "Council of Europe", "author_full": "Council of Europe", "authors": [ { "literal": "Council of Europe" } ], "branch_subcategories": [ "G2" ], "citation": "Council of Europe Framework Convention on AI, Human Rights, Democracy, and the Rule of Law - Council of Europe (2024)", "concept_edges": [ "public_warrant", "larri_verifier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Council of Europe Framework Convention on AI,...", "summary": "International legally binding treaty framework for AI, human rights, democracy, and rule of law.", "title": "Council of Europe Framework Convention on AI, Human Rights, Democracy, and the Rule of Law", "url": "https://www.coe.int/en/web/artificial-intelligence/the-framework-convention-on-artificial-intelligence", "venue": null, "visibility": "public", "work_id": "expansion-041", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2604.04604" }, "author": "Nannini et al.", "author_full": "Nannini et al.", "authors": [ { "literal": "Nannini et al." } ], "branch_subcategories": [ "G2" ], "citation": "AI Agents Under EU Law - Nannini et al. (2026)", "concept_edges": [ "public_warrant", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2604.04604", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Agents Under EU Law", "summary": "Maps autonomous AI agents with tool use, planning, environmental interaction, and adaptive execution onto EU regulatory obligations.", "title": "AI Agents Under EU Law", "url": "https://arxiv.org/abs/2604.04604", "venue": null, "visibility": "public", "work_id": "expansion-042", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2001.00973" }, "author": "Raji et al.", "author_full": "Raji et al.", "authors": [ { "literal": "Raji et al." } ], "branch_subcategories": [ "G2" ], "citation": "Closing the AI Accountability Gap - Raji et al. (2020)", "concept_edges": [ "public_warrant", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2001.00973", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Closing the AI Accountability Gap", "summary": "Defines an end-to-end internal algorithmic auditing framework across the AI development lifecycle.", "title": "Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing", "url": "https://arxiv.org/abs/2001.00973", "venue": null, "visibility": "public", "work_id": "expansion-043", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/1810.03993" }, "author": "Mitchell et al.", "author_full": "Mitchell et al.", "authors": [ { "literal": "Mitchell et al." } ], "branch_subcategories": [ "G2", "G9" ], "citation": "Model Cards for Model Reporting - Mitchell et al. (2018)", "concept_edges": [ "public_warrant", "larri_verifier", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "1810.03993", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Model Cards for Model Reporting", "summary": "Proposes standardized model documentation covering intended use, evaluation, performance, and limitations.", "title": "Model Cards for Model Reporting", "url": "https://arxiv.org/abs/1810.03993", "venue": null, "visibility": "public", "work_id": "expansion-044", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://cacm.acm.org/research/datasheets-for-datasets/" }, "author": "Gebru et al.", "author_full": "Gebru et al.", "authors": [ { "literal": "Gebru et al." } ], "branch_subcategories": [ "G2", "G9" ], "citation": "Datasheets for Datasets - Gebru et al. (2018/2021)", "concept_edges": [ "public_warrant", "larri_verifier", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Datasheets for Datasets", "summary": "Proposes standardized dataset documentation for motivation, composition, collection, processing, and recommended use.", "title": "Datasheets for Datasets", "url": "https://cacm.acm.org/research/datasheets-for-datasets/", "venue": null, "visibility": "public", "work_id": "expansion-045", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “FDA Releases Artificial Intelligence/Machine Learning Action Plan”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.fda.gov/news-events/press-announcements/fda-releases-artificial-intelligencemachine-learning-action-plan" }, "author": "U.S. Food & Drug Administration", "author_full": "U.S. Food and Drug Administration", "authors": [ { "literal": "U.S. Food and Drug Administration" } ], "branch_subcategories": [ "G3" ], "citation": "AI/ML-Based Software as a Medical Device Action Plan - U.S. Food and Drug Administration (2021)", "concept_edges": [ "larri_verifier", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI/ML-Based Software as a Medical Device Action Plan", "summary": "Outlines FDA oversight priorities for AI/ML-based software as medical device.", "title": "AI/ML-Based Software as a Medical Device Action Plan", "url": "https://www.fda.gov/news-events/press-announcements/fda-releases-artificial-intelligencemachine-learning-action-plan", "venue": null, "visibility": "public", "work_id": "expansion-046", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.who.int/publications/i/item/9789240029200" }, "author": "World Health Organization", "author_full": "World Health Organization", "authors": [ { "literal": "World Health Organization" } ], "branch_subcategories": [ "G3" ], "citation": "Ethics and Governance of Artificial Intelligence for Health - World Health Organization (2021)", "concept_edges": [ "larri_verifier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ethics and Governance of Artificial Intelligence...", "summary": "Identifies ethical challenges, risks, and governance principles for health AI.", "title": "Ethics and Governance of Artificial Intelligence for Health", "url": "https://www.who.int/publications/i/item/9789240029200", "venue": null, "visibility": "public", "work_id": "expansion-047", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “WHO releases AI ethics and governance guidance for large multi-modal models”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.who.int/news/item/18-01-2024-who-releases-ai-ethics-and-governance-guidance-for-large-multi-modal-models" }, "author": "World Health Organization", "author_full": "World Health Organization", "authors": [ { "literal": "World Health Organization" } ], "branch_subcategories": [ "G3" ], "citation": "Ethics and Governance of Large Multi-Modal Models in Health - World Health Organization (2024)", "concept_edges": [ "larri_verifier", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ethics and Governance of Large Multi-Modal...", "summary": "Provides governance guidance for generative large multimodal models in healthcare.", "title": "Ethics and Governance of Large Multi-Modal Models in Health", "url": "https://www.who.int/news/item/18-01-2024-who-releases-ai-ethics-and-governance-guidance-for-large-multi-modal-models", "venue": null, "visibility": "public", "work_id": "expansion-048", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2603.13743" }, "author": "Bisson et al.", "author_full": "Bisson et al.", "authors": [ { "literal": "Bisson et al." } ], "branch_subcategories": [ "G3" ], "citation": "Six Interventions for Responsible Medical AI Agents - Bisson et al. (2026)", "concept_edges": [ "larri_verifier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2603.13743", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Six Interventions for the Responsible and...", "summary": "Proposes auditable ethical reasoning modules, override conditions, preference profiles, oversight tools, benchmarks, and sandboxes for medical AI agents.", "title": "Six Interventions for the Responsible and Ethical Implementation of Medical AI Agents", "url": "https://arxiv.org/abs/2603.13743", "venue": null, "visibility": "public", "work_id": "expansion-049", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://spec.c2pa.org/specifications/specifications/2.4/index.html" }, "author": "C2PA", "author_full": "C2PA", "authors": [ { "literal": "C2PA" } ], "branch_subcategories": [ "G4", "G8" ], "citation": "Content Provenance and Authenticity Specifications - C2PA (current specification)", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "larri_verifier", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Content Provenance and Authenticity Specifications", "summary": "Technical specification family for certifying the source and history of digital media content.", "title": "Content Provenance and Authenticity Specifications", "url": "https://spec.c2pa.org/specifications/specifications/2.4/index.html", "venue": null, "visibility": "public", "work_id": "expansion-050", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.foreignaffairs.com/articles/world/2018-12-11/deepfakes-and-new-disinformation-war" }, "author": "Chesney & Citron", "author_full": "Chesney and Citron", "authors": [ { "literal": "Chesney and Citron" } ], "branch_subcategories": [ "G4", "G5" ], "citation": "Deepfakes and the New Disinformation War - Chesney and Citron (2018/2019)", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Deepfakes and the New Disinformation War", "summary": "Classic legal-policy account of deepfakes and their implications for disinformation and democratic trust.", "title": "Deepfakes and the New Disinformation War", "url": "https://www.foreignaffairs.com/articles/world/2018-12-11/deepfakes-and-new-disinformation-war", "venue": null, "visibility": "public", "work_id": "expansion-051", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1177%2F2056305120903408" }, "author": "Vaccari & Chadwick", "author_full": "Vaccari and Chadwick", "authors": [ { "family": "Vaccari", "given": "Cristian" }, { "family": "Chadwick", "given": "Andrew" } ], "branch_subcategories": [ "G4", "G5" ], "citation": "Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News - Vaccari and Chadwick (2020)", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1177/2056305120903408", "isbn": null }, "issued": [ 2020, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Deepfakes and Disinformation", "summary": "Studies how synthetic political video affects deception, uncertainty, and trust in news.", "title": "Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News", "url": "https://doi.org/10.1177/2056305120903408", "venue": "Social Media + Society", "visibility": "public", "work_id": "expansion-052", "year": "2020" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2604.24890" }, "author": "Golaszewski et al.", "author_full": "Golaszewski et al.", "authors": [ { "literal": "Golaszewski et al." } ], "branch_subcategories": [ "G4", "G8" ], "citation": "Why the C2PA Specifications Fall Short - Golaszewski et al. (2026)", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "larri_verifier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2604.24890", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Verifying Provenance of Digital Media", "summary": "Security analysis arguing that current C2PA specifications may fall short of high-stakes security goals.", "title": "Verifying Provenance of Digital Media: Why the C2PA Specifications Fall Short", "url": "https://arxiv.org/abs/2604.24890", "venue": null, "visibility": "public", "work_id": "expansion-053", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2602.18681" }, "author": "Young et al.", "author_full": "Young et al.", "authors": [ { "literal": "Young et al." } ], "branch_subcategories": [ "G4", "G8" ], "citation": "Media Integrity and Authentication in the Age of AI - Young et al. (2026)", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "larri_verifier", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2602.18681", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Media Integrity and Authentication", "summary": "Surveys provenance, watermarking, fingerprinting, threat models, and workflows for authenticating AI-generated media.", "title": "Media Integrity and Authentication: Status, Directions, and Futures", "url": "https://arxiv.org/abs/2602.18681", "venue": null, "visibility": "public", "work_id": "expansion-054", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2110.06674" }, "author": "Evans et al.", "author_full": "Evans et al.", "authors": [ { "literal": "Evans et al." } ], "branch_subcategories": [ "G5" ], "citation": "Truthful AI: Developing and Governing AI That Does Not Lie - Evans et al. (2021)", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2110.06674", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Truthful AI", "summary": "Proposes norms and institutions for developing and governing AI systems that do not lie.", "title": "Truthful AI: Developing and Governing AI That Does Not Lie", "url": "https://arxiv.org/abs/2110.06674", "venue": null, "visibility": "public", "work_id": "expansion-055", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://web.stanford.edu/group/cslipublications/cslipublications/site/1575860538.shtml" }, "author": "Reeves & Nass", "author_full": "Reeves and Nass", "authors": [ { "literal": "Reeves and Nass" } ], "branch_subcategories": [ "G6" ], "citation": "The Media Equation - Reeves and Nass (1996)", "concept_edges": [ "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Media Equation", "summary": "Shows that people often treat computers, television, and new media as real social actors and places.", "title": "The Media Equation", "url": "https://web.stanford.edu/group/cslipublications/cslipublications/site/1575860538.shtml", "venue": null, "visibility": "public", "work_id": "expansion-059", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1111%2F0022-4537.00153" }, "author": "Nass & Moon", "author_full": "Nass and Moon", "authors": [ { "family": "Nass", "given": "Clifford" }, { "family": "Moon", "given": "Youngme" } ], "branch_subcategories": [ "G6" ], "citation": "Machines and Mindlessness: Social Responses to Computers - Nass and Moon (2000)", "concept_edges": [ "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": "10.1111/0022-4537.00153", "isbn": null }, "issued": [ 2000, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Machines and Mindlessness", "summary": "Argues that users often apply social scripts to computers automatically and mindlessly.", "title": "Machines and Mindlessness: Social Responses to Computers", "url": "https://doi.org/10.1111/0022-4537.00153", "venue": "Journal of Social Issues", "visibility": "public", "work_id": "expansion-060", "year": "2000" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Computer power and human reason : from judgment to calculation : Weizenbaum, Joseph : Free Download, Borrow, and Streaming : Internet Archive”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://archive.org/details/computerpowerhum0000weiz_v0i3" }, "author": "Weizenbaum", "author_full": "Weizenbaum", "authors": [ { "literal": "Weizenbaum" } ], "branch_subcategories": [ "G6" ], "citation": "Computer Power and Human Reason - Weizenbaum (1976)", "concept_edges": [ "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Computer Power and Human Reason", "summary": "Classic warning against replacing human judgment with computational calculation and simulated understanding.", "title": "Computer Power and Human Reason", "url": "https://archive.org/details/computerpowerhum0000weiz_v0i3", "venue": null, "visibility": "public", "work_id": "expansion-061", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.hachettebookgroup.com/titles/sherry-turkle/alone-together/9780465093656/?lens=basic-books" }, "author": "Turkle", "author_full": "Turkle", "authors": [ { "literal": "Turkle" } ], "branch_subcategories": [ "G6" ], "citation": "Alone Together - Turkle (2011)", "concept_edges": [ "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Alone Together", "summary": "Studies technological companionship, relational dependence, and the illusion of connection in digital life.", "title": "Alone Together", "url": "https://www.basicbooks.com/titles/sherry-turkle/alone-together/9780465093656/", "venue": null, "visibility": "public", "work_id": "expansion-062", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2402.14410" }, "author": "Tsvetkova et al.", "author_full": "Tsvetkova et al.", "authors": [ { "literal": "Tsvetkova et al." } ], "branch_subcategories": [ "G9" ], "citation": "Human-Machine Social Systems - Tsvetkova et al. (2024)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2402.14410", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "A New Sociology of Humans and Machines", "summary": "Reviews networks of interacting humans and autonomous machines as complex social systems.", "title": "A New Sociology of Humans and Machines", "url": "https://arxiv.org/abs/2402.14410", "venue": null, "visibility": "public", "work_id": "expansion-063", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://scholarship.law.unc.edu/nclr/vol70/iss4/4/" }, "author": "Solum", "author_full": "Solum", "authors": [ { "literal": "Solum" } ], "branch_subcategories": [ "G7" ], "citation": "Legal Personhood for Artificial Intelligences - Solum (1992)", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Legal Personhood for Artificial Intelligences", "summary": "Classic legal inquiry into whether artificial intelligences could become legal persons.", "title": "Legal Personhood for Artificial Intelligences", "url": "https://scholarship.law.unc.edu/nclr/vol70/iss4/4/", "venue": null, "visibility": "public", "work_id": "expansion-064", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://mitpress.mit.edu/9780472051459/a-legal-theory-for-autonomous-artificial-agents/" }, "author": "Chopra & White", "author_full": "Chopra and White", "authors": [ { "literal": "Chopra and White" } ], "branch_subcategories": [ "G7" ], "citation": "A Legal Theory for Autonomous Artificial Agents - Chopra and White (2011)", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "A Legal Theory for Autonomous Artificial Agents", "summary": "Develops legal theory for autonomous artificial agents, including knowledge, decision-making, responsibility, and conflict of interest.", "title": "A Legal Theory for Autonomous Artificial Agents", "url": "https://mitpress.mit.edu/9780472051459/a-legal-theory-for-autonomous-artificial-agents/", "venue": null, "visibility": "public", "work_id": "expansion-065", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://digitalcommons.law.uw.edu/faculty-articles/23/" }, "author": "Calo", "author_full": "Calo", "authors": [ { "literal": "Calo" } ], "branch_subcategories": [ "G7" ], "citation": "Robotics and the Lessons of Cyberlaw - Calo (2015)", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Robotics and the Lessons of Cyberlaw", "summary": "Argues robotics raises distinct legal issues because robots combine embodiment, physical harm, unpredictability, and person/instrument ambiguity.", "title": "Robotics and the Lessons of Cyberlaw", "url": "https://digitalcommons.law.uw.edu/faculty-articles/23/", "venue": null, "visibility": "public", "work_id": "expansion-066", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2607.08695" }, "author": "Howells-Whitaker & Lazar", "author_full": "Howells-Whitaker and Lazar", "authors": [ { "literal": "Howells-Whitaker and Lazar" } ], "branch_subcategories": [ "G7" ], "citation": "Artificial Persons - Howells-Whitaker and Lazar (2026)", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2607.08695", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Artificial Persons", "summary": "Argues artificial personhood may be grounded in Rawlsian moral powers rather than sentience.", "title": "Artificial Persons", "url": "https://arxiv.org/abs/2607.08695", "venue": null, "visibility": "public", "work_id": "expansion-067", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.02773" }, "author": "Chesterman", "author_full": "Chesterman", "authors": [ { "literal": "Chesterman" } ], "branch_subcategories": [ "G7" ], "citation": "From Slaves to Synths? Superintelligence and the Evolution of Legal Personality - Chesterman (2026)", "concept_edges": [ "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": "2601.02773", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "From Slaves to Synths? Superintelligence and the...", "summary": "Examines whether superintelligent AI might force a rethinking of legal personality, accountability, and institutional sovereignty.", "title": "From Slaves to Synths? Superintelligence and the Evolution of Legal Personality", "url": "https://arxiv.org/abs/2601.02773", "venue": null, "visibility": "public", "work_id": "expansion-068", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://datatracker.ietf.org/wg/scitt/documents/" }, "author": "IETF SCITT", "author_full": "IETF SCITT", "authors": [ { "literal": "IETF SCITT" } ], "branch_subcategories": [ "G8" ], "citation": "SCITT Architecture / RFC 9943 and IETF SCITT Working Group Materials - IETF SCITT (2026 materials and current WG)", "concept_edges": [ "larri_verifier", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "SCITT Architecture / RFC 9943 and IETF SCITT...", "summary": "Develops transparent statement infrastructure for trustworthy digital supply-chain claims and artifacts.", "title": "SCITT Architecture / RFC 9943 and IETF SCITT Working Group Materials", "url": "https://datatracker.ietf.org/wg/scitt/", "venue": null, "visibility": "public", "work_id": "expansion-069", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://ojs.aaai.org/index.php/AAAI/article/view/17817" }, "author": "McGregor", "author_full": "McGregor", "authors": [ { "literal": "McGregor" } ], "branch_subcategories": [ "G9" ], "citation": "The AI Incident Database: A Call to Action - McGregor (2020/2021)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The AI Incident Database", "summary": "Proposes and motivates a database cataloging real-world AI harms and near-harms.", "title": "The AI Incident Database: A Call to Action", "url": "https://ojs.aaai.org/index.php/AAAI/article/view/17817", "venue": null, "visibility": "public", "work_id": "expansion-074", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Welcome to the Artificial Intelligence Incident Database”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://incidentdatabase.ai/" }, "author": "Responsible AI Collaborative", "author_full": "Responsible AI Collaborative", "authors": [ { "literal": "Responsible AI Collaborative" } ], "branch_subcategories": [ "G9" ], "citation": "AI Incident Database - Responsible AI Collaborative (current database)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Incident Database", "summary": "Public database indexing harms and near harms caused by deployed AI systems.", "title": "AI Incident Database", "url": "https://incidentdatabase.ai/", "venue": null, "visibility": "public", "work_id": "expansion-075", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Atlas — Kate Crawford”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://katecrawford.net/atlas" }, "author": "Crawford", "author_full": "Crawford", "authors": [ { "literal": "Crawford" } ], "branch_subcategories": [ "G9" ], "citation": "Atlas of AI - Crawford (2021)", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Not assessed", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Atlas of AI", "summary": "Maps AI political economy, labor, environmental costs, extraction, classification, and governance power.", "title": "Atlas of AI", "url": "https://katecrawford.net/atlas", "venue": null, "visibility": "public", "work_id": "expansion-076", "year": null }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs13347-026-01136-y" }, "author": "Germán Massaguer Gómez", "author_full": "Germán Massaguer Gómez", "authors": [ { "family": "Gómez", "given": "Germán Massaguer" } ], "branch_subcategories": [ "P2", "P3", "P4" ], "citation": "Massaguer Gómez, G. (2026). Assertion, accountability, and large language models. Philosophy & Technology, 39, Article 123. https://doi.org/10.1007/s13347-026-01136-y", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Peer-reviewed philosophical argument, not an empirical demonstration that every present or future AI lacks agency. Supplied open-access article, CC BY 4.0.", "identifiers": { "arxiv": null, "doi": "10.1007/s13347-026-01136-y", "isbn": null }, "issued": [ 2026, 6, 30 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Assertion and Accountability", "summary": "Argues that current LLM outputs can function as assertions in communicative practice without an accountable asserter, separating assertoric function from authority and locating responsibility in human and institutional arrangements.", "title": "Assertion, Accountability, and Large Language Models", "url": "https://doi.org/10.1007/s13347-026-01136-y", "venue": "Philosophy & Technology", "visibility": "public", "work_id": "download-assertion-accountability", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/1709.08568v2" }, "author": "Yoshua Bengio", "author_full": "Yoshua Bengio", "authors": [ { "literal": "Yoshua Bengio" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Bengio, Y. (2019). The consciousness prior (arXiv:1709.08568v2). https://arxiv.org/abs/1709.08568v2", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "First posted 2017; supplied revision dated December 2019.", "identifiers": { "arxiv": "1709.08568v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Consciousness Prior", "summary": "Proposes sparse, attention-selected high-level representations inspired by global-workspace accounts of conscious processing, as a prior for learning and reasoning.", "title": "The Consciousness Prior", "url": "https://arxiv.org/abs/1709.08568v2", "venue": null, "visibility": "public", "work_id": "download-consciousness-prior", "year": "2019" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1215%2F0094033X-11309158" }, "author": "William S. Allen", "author_full": "William S. Allen", "authors": [ { "family": "Allen", "given": "William S." } ], "branch_subcategories": [ "P7" ], "citation": "Allen, W. S. (2024). Odysseus and Adorno: A note on cunning and dialectics. New German Critique, 51(3), 1–19. https://doi.org/10.1215/0094033X-11309158", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1215/0094033X-11309158", "isbn": null }, "issued": [ 2024, 11, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Odysseus and Adorno", "summary": "Reinterprets Odysseus in Adorno as a dialectical figure of cunning, sacrifice, risk, and self-preservation, resisting a reduction to instrumental domination.", "title": "Odysseus and Adorno: A Note on Cunning and Dialectics", "url": "https://doi.org/10.1215/0094033X-11309158", "venue": "New German Critique", "visibility": "public", "work_id": "download-odysseus-adorno", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.5087%2Fdad.2020.202" }, "author": "Rodger Kibble", "author_full": "Rodger Kibble", "authors": [ { "family": "Kibble", "given": "Rodger" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Kibble, R. (2020). From discursive practice to logic? Remarks on logical expressivism. Dialogue & Discourse, 11(2), 34–73. https://doi.org/10.5087/dad.2020.202", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.5087/dad.2020.202", "isbn": null }, "issued": [ 2020, 8, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "From Discursive Practice to Logic?", "summary": "Develops a dialogue-based account of conditionals using directives and partitioned commitment stores, while criticizing Brandom’s treatment of context and the sufficiency of assertion and inference.", "title": "From Discursive Practice to Logic? Remarks on Logical Expressivism", "url": "https://doi.org/10.5087/dad.2020.202", "venue": "Dialogue & Discourse", "visibility": "public", "work_id": "download-discursive-practice-logic", "year": "2020" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://aclanthology.org/2026.acl-long.1062/" }, "author": "Jiaxuan Wang; Yulan Hu; Wenjin Yang; Zheng Pan; Xin Li; Lan-Zhe Guo", "author_full": "Jiaxuan Wang; Yulan Hu; Wenjin Yang; Zheng Pan; Xin Li; Lan-Zhe Guo", "authors": [ { "literal": "Jiaxuan Wang; Yulan Hu; Wenjin Yang; Zheng Pan; Xin Li; Lan-Zhe Guo" } ], "branch_subcategories": [ "C4", "C5" ], "citation": "Wang, J., Hu, Y., Yang, W., Pan, Z., Li, X., & Guo, L.-Z. (2026). Aligning agents via planning: A benchmark for trajectory-level reward modeling. ACL, 23174–23200. https://aclanthology.org/2026.acl-long.1062/", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Plan-RewardBench", "summary": "Introduces Plan-RewardBench to test preference judgments over tool-using trajectories involving refusal, unavailable tools, planning, and error recovery; evaluators struggle especially with long trajectories.", "title": "Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling", "url": "https://aclanthology.org/2026.acl-long.1062/", "venue": null, "visibility": "public", "work_id": "download-plan-rewardbench", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://aclanthology.org/2026.acl-long.1440/" }, "author": "Wenhao Yuan; Chenchen Lin; Jian Chen; Jinfeng Xu; Xuehe Wang; Edith Cheuk Han Ngai", "author_full": "Wenhao Yuan; Chenchen Lin; Jian Chen; Jinfeng Xu; Xuehe Wang; Edith Cheuk Han Ngai", "authors": [ { "literal": "Wenhao Yuan; Chenchen Lin; Jian Chen; Jinfeng Xu; Xuehe Wang; Edith Cheuk Han Ngai" } ], "branch_subcategories": [ "C2", "C3", "C5" ], "citation": "Yuan, W., Lin, C., Chen, J., Xu, J., Wang, X., & Ngai, E. C. H. (2026). Verify before you commit: Towards faithful reasoning in LLM agents via self-auditing. ACL, 31201–31225. https://aclanthology.org/2026.acl-long.1440/", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Verify Before You Commit", "summary": "Proposes SAVER, which generates candidate beliefs, audits logical and evidential violations, and repairs them before action commitment or memory updates; reports results on six benchmarks.", "title": "Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing", "url": "https://aclanthology.org/2026.acl-long.1440/", "venue": null, "visibility": "public", "work_id": "download-verify-before-commit", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2510.24797v2" }, "author": "Cameron Berg; Diogo de Lucena; Judd Rosenblatt", "author_full": "Cameron Berg; Diogo de Lucena; Judd Rosenblatt", "authors": [ { "literal": "Cameron Berg; Diogo de Lucena; Judd Rosenblatt" } ], "branch_subcategories": [ "C3", "C4" ], "citation": "Berg, C., de Lucena, D., & Rosenblatt, J. (2025). Large language models report subjective experience under self-referential processing (arXiv:2510.24797v2). https://arxiv.org/abs/2510.24797v2", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2510.24797v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "LLM Subjective-Experience Reports", "summary": "Reports prompt-induced first-person experience claims and mechanistic steering effects across language models, while explicitly denying that the findings directly establish consciousness.", "title": "Large Language Models Report Subjective Experience Under Self-Referential Processing", "url": "https://arxiv.org/abs/2510.24797v2", "venue": null, "visibility": "public", "work_id": "download-subjective-experience-reports", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2604.07778v2" }, "author": "Haileleol Tibebu; Hewan Shemtaga", "author_full": "Haileleol Tibebu; Hewan Shemtaga", "authors": [ { "literal": "Haileleol Tibebu; Hewan Shemtaga" } ], "branch_subcategories": [ "G2", "G1" ], "citation": "Tibebu, H., & Shemtaga, H. (2026). The accountability horizon: An impossibility theorem for governing human-agent collectives (arXiv:2604.07778v2). https://arxiv.org/abs/2604.07778v2", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2604.07778v2", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Accountability Horizon", "summary": "Presents a conditional impossibility result for complete single-locus accountability in a formal model of human-agent collectives, using autonomy assumptions, causal cycles, and four accountability axioms.", "title": "The Accountability Horizon: An Impossibility Theorem for Governing Human-Agent Collectives", "url": "https://arxiv.org/abs/2604.07778v2", "venue": null, "visibility": "public", "work_id": "download-accountability-horizon", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2607.12480v1" }, "author": "Edward Y. Chang; Emily J. Chang", "author_full": "Edward Y. Chang; Emily J. Chang", "authors": [ { "literal": "Edward Y. Chang; Emily J. Chang" } ], "branch_subcategories": [ "C3", "C7", "C5" ], "citation": "Chang, E. Y., & Chang, E. J. (2026). TRACE: An operational reasoning schema for auditable agentic commitments (arXiv:2607.12480v1). https://arxiv.org/abs/2607.12480v1", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "larri_verifier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2607.12480v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "TRACE — Auditable Agentic Commitments", "summary": "Proposes a typed, versioned commitment record, writer procedure, and consumer contract requiring a record before durable state changes. Its examples are illustrative and closed-loop evaluation remains future work.", "title": "TRACE: An Operational Reasoning Schema for Auditable Agentic Commitments", "url": "https://arxiv.org/abs/2607.12480v1", "venue": null, "visibility": "public", "work_id": "download-trace", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2609.07741v1" }, "author": "João Dias Ferreira", "author_full": "João Dias Ferreira", "authors": [ { "literal": "João Dias Ferreira" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "Ferreira, J. D. (2026). When intelligence becomes agency: A theory of governed, proactive agency for symbiotic AI systems (arXiv:2609.07741v1). https://arxiv.org/abs/2609.07741v1", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2609.07741v1", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Governed, Proactive Agency", "summary": "Formalizes the activation problem of whether, when, and how an assistant should act, including restraint, under a continuing revocable mandate and traceable behavioral episodes.", "title": "When Intelligence Becomes Agency: A Theory of Governed, Proactive Agency for Symbiotic AI Systems", "url": "https://arxiv.org/abs/2609.07741v1", "venue": null, "visibility": "public", "work_id": "download-governed-proactive-agency", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://constitutioncenter.org/education/classroom-resource-library/classroom/6.5-primary-source-james-madison-federalist-no-51-1788" }, "author": "James Madison; National Constitution Center (annotations)", "author_full": "James Madison; National Constitution Center (annotations)", "authors": [ { "literal": "James Madison; National Constitution Center (annotations)" } ], "branch_subcategories": [ "G2" ], "citation": "Madison, J. (1788). Federalist No. 51 [Annotated excerpts]. National Constitution Center, Constitution 101, Module 6.5. https://constitutioncenter.org/education/classroom-resource-library/classroom/6.5-primary-source-james-madison-federalist-no-51-1788", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Primary-source excerpt", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Federalist No. 51", "summary": "Argues for separated powers and countervailing institutional interests to check abuses of government; this teaching handout interleaves excerpts with modern explanatory headings.", "title": "Federalist No. 51 — Annotated Excerpts", "url": "https://constitutioncenter.org/education/classroom-resource-library/classroom/6.5-primary-source-james-madison-federalist-no-51-1788", "venue": null, "visibility": "public", "work_id": "download-federalist-51", "year": "1788" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.newyorker.com/magazine/1967/02/25/truth-and-politics" }, "author": "Hannah Arendt", "author_full": "Hannah Arendt", "authors": [ { "literal": "Hannah Arendt" } ], "branch_subcategories": [ "G4", "G5" ], "citation": "Arendt, H. (1967). Truth and politics. In Between past and future (expanded edition, pp. 227–264). https://www.newyorker.com/magazine/1967/02/25/truth-and-politics", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "First of two essays in the supplied combined scan; the opening spread also contains the end of the preceding chapter.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Truth and Politics", "summary": "Distinguishes factual truth from opinion and rational truth, examining the political vulnerability of facts and the damage organized lying does to a shared world.", "title": "Truth and Politics", "url": "https://www.newyorker.com/magazine/1967/02/25/truth-and-politics", "venue": null, "visibility": "public", "work_id": "download-truth-politics", "year": "1967" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.nybooks.com/articles/1971/11/18/lying-in-politics-reflections-on-the-pentagon-pape/" }, "author": "Hannah Arendt", "author_full": "Hannah Arendt", "authors": [ { "literal": "Hannah Arendt" } ], "branch_subcategories": [ "G5", "G4", "G2" ], "citation": "Arendt, H. (1972). Lying in politics: Reflections on the Pentagon Papers. In Crises of the republic (pp. 1–47). Harcourt Brace Jovanovich. https://www.nybooks.com/articles/1971/11/18/lying-in-politics-reflections-on-the-pentagon-pape/", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Second essay in the supplied combined scan; originally published in 1971.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Lying in Politics", "summary": "Uses the Pentagon Papers to examine image-making, self-deception, and the replacement of inconvenient facts by administrative theories and strategic narratives.", "title": "Lying in Politics: Reflections on the Pentagon Papers", "url": "https://www.nybooks.com/articles/1971/11/18/lying-in-politics-reflections-on-the-pentagon-pape/", "venue": null, "visibility": "public", "work_id": "download-lying-politics", "year": "1972" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://dl.tufts.edu/concern/pdfs/sf268h06v" }, "author": "Daniel C. Dennett", "author_full": "Daniel C. Dennett", "authors": [ { "literal": "Daniel C. Dennett" } ], "branch_subcategories": [ "P6", "P4" ], "citation": "Dennett, D. C. (1976). Conditions of personhood. In A. O. Rorty (Ed.), The identities of persons (pp. 175–196). University of California Press. https://dl.tufts.edu/concern/pdfs/sf268h06v", "concept_edges": [ "reflexive_situatedness_R", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Conditions of Personhood", "summary": "Examines interconnected conditions of personhood including rationality, intentional attribution, reciprocal stance-taking, communication, and self-consciousness, without reducing personhood to species membership.", "title": "Conditions of Personhood", "url": "https://dl.tufts.edu/concern/pdfs/sf268h06v", "venue": null, "visibility": "public", "work_id": "download-conditions-personhood", "year": "1976" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://books.google.ca/books?id=xD9HpgkcpAgC&redir_esc=y" }, "author": "Charles L. Stevenson", "author_full": "Charles L. Stevenson", "authors": [ { "literal": "Charles L. Stevenson" } ], "branch_subcategories": [ "P3", "P2" ], "citation": "Stevenson, C. L. (1944). Ethics and language. Yale University Press. https://books.google.com/books?id=xD9HpgkcpAgC", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Book-length source, not a short essay; the supplied scan is a later printing.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ethics and Language", "summary": "Distinguishes disagreement in belief from disagreement in attitude and studies the descriptive and emotive uses of ethical language, including reasoning and persuasion.", "title": "Ethics and Language", "url": "https://books.google.com/books?id=xD9HpgkcpAgC", "venue": null, "visibility": "public", "work_id": "download-ethics-language", "year": "1944" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://proceedings.mlr.press/v235/greenblatt24a.html" }, "author": "Ryan Greenblatt; Buck Shlegeris; Kshitij Sachan; Fabien Roger", "author_full": "Ryan Greenblatt; Buck Shlegeris; Kshitij Sachan; Fabien Roger", "authors": [ { "literal": "Ryan Greenblatt; Buck Shlegeris; Kshitij Sachan; Fabien Roger" } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Greenblatt, R., Shlegeris, B., Sachan, K., & Roger, F. (2024). AI control: Improving safety despite intentional subversion. Proceedings of Machine Learning Research, 235. https://proceedings.mlr.press/v235/greenblatt24a.html", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Control", "summary": "Tests control protocols against intentional subversion in a programming-task setting, combining trusted and untrusted models with limited trusted auditing.", "title": "AI Control: Improving Safety Despite Intentional Subversion", "url": "https://proceedings.mlr.press/v235/greenblatt24a.html", "venue": null, "visibility": "public", "work_id": "download-ai-control", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.2307%2F2025695" }, "author": "John Haugeland", "author_full": "John Haugeland", "authors": [ { "family": "Haugeland", "given": "John" } ], "branch_subcategories": [ "P5", "P3", "P4" ], "citation": "Haugeland, J. (1979). Understanding natural language. The Journal of Philosophy, 76(11), 619–632. https://www.jstor.org/stable/2025695 https://doi.org/10.2307/2025695", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.2307/2025695", "isbn": null }, "issued": [ 1979, 11 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Understanding Natural Language", "summary": "Distinguishes four forms of holism in understanding language, culminating in existential involvement by an enduring individual for whom a text and its subject matter can matter.", "title": "Understanding Natural Language", "url": "https://doi.org/10.2307/2025695", "venue": "The Journal of Philosophy", "visibility": "public", "work_id": "download-understanding-natural-language", "year": "1979" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3390%2Fphilosophies11050161" }, "author": "Michael Levin", "author_full": "Michael Levin", "authors": [ { "family": "Levin", "given": "Michael" } ], "branch_subcategories": [ "P9", "P5", "P1" ], "citation": "Levin, M. (2026). Ingressing minds: Causal, non-physical patterns in-form natural, synthetic, and hybrid embodiments. Philosophies, 11(5), 161. https://doi.org/10.3390/philosophies11050161", "concept_edges": [ "interpretive_embedding_I", "non_symbolic_barrier", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Source opens the published 2026 article. The differently titled, undated Downloads manuscript remains an unlinked archive copy.", "identifiers": { "arxiv": null, "doi": "10.3390/philosophies11050161", "isbn": null }, "issued": [ 2026, 9, 9 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ingressing Minds", "summary": "Proposes a research programme in which biological and engineered embodiments express patterns from a structured space, extending questions of cognition beyond brains and conventional genetic explanations.", "title": "Ingressing Minds: Causal, Non-Physical Patterns In-Form Natural, Synthetic, and Hybrid Embodiments", "url": "https://doi.org/10.3390/philosophies11050161", "venue": "Philosophies", "visibility": "public", "work_id": "download-ingressing-minds", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.nypl.org/sites/default/files/kant_whatisenlightenment.pdf" }, "author": "Immanuel Kant; Ted Humphrey (translator)", "author_full": "Immanuel Kant; Ted Humphrey (translator)", "authors": [ { "literal": "Immanuel Kant; Ted Humphrey (translator)" } ], "branch_subcategories": [ "P8", "P2" ], "citation": "Kant, I. (1992). An answer to the question: What is enlightenment? (T. Humphrey, Trans.). Hackett. (Original work published 1784) https://www.nypl.org/sites/default/files/kant_whatisenlightenment.pdf", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "What Is Enlightenment?", "summary": "Defines enlightenment as emerging from dependence on others’ judgment and distinguishes public reasoning as a scholar from the constrained exercise of reason in an institutional office.", "title": "An Answer to the Question: What Is Enlightenment?", "url": "https://www.nypl.org/sites/default/files/kant_whatisenlightenment.pdf", "venue": null, "visibility": "public", "work_id": "download-what-enlightenment", "year": "1784" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2Foxfordhb%2F9780198827580.013.1" }, "author": "Christopher Macleod", "author_full": "Christopher Macleod", "authors": [ { "family": "Macleod", "given": "Christopher" } ], "branch_subcategories": [ "P8", "P2" ], "citation": "Macleod, C. (2021). Mill on the liberty of thought and discussion. In A. Stone & F. Schauer (Eds.), The Oxford handbook of freedom of speech. Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198827580.013.1", "concept_edges": [ "interpretive_embedding_I", "public_warrant", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Supplied author manuscript marked forthcoming; this is Macleod’s interpretation, not a copy of Mill’s On Liberty.", "identifiers": { "arxiv": null, "doi": "10.1093/oxfordhb/9780198827580.013.1", "isbn": null }, "issued": [ 2021, 2, 10 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Mill on Thought and Discussion", "summary": "Reconstructs Mill’s epistemic argument for freedom of discussion from human fallibility, distinguishing its scope and justification from the Harm Principle.", "title": "Mill on the Liberty of Thought and Discussion", "url": "https://doi.org/10.1093/oxfordhb/9780198827580.013.1", "venue": "The Oxford Handbook of Freedom of Speech", "visibility": "public", "work_id": "download-mill-discussion", "year": "2021" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Machines of Loving Grace”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://books.google.ca/books?id=DTW5jgEACAAJ&redir_esc=y" }, "author": "John Markoff", "author_full": "John Markoff", "authors": [ { "literal": "John Markoff" } ], "branch_subcategories": [ "G9", "G1" ], "citation": "Markoff, J. (2015). Machines of loving grace: The quest for common ground between humans and robots. Ecco. https://books.google.com/books?id=DTW5jgEACAAJ", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Supplied 2016 paperback of the 2015 book; not Dario Amodei’s similarly titled essay.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Machines of Loving Grace", "summary": "Traces competing traditions of artificial intelligence and intelligence augmentation, placing choices about automation, human assistance, and control in their institutional and human histories.", "title": "Machines of Loving Grace: The Quest for Common Ground Between Humans and Robots", "url": "https://books.google.com/books?id=DTW5jgEACAAJ", "venue": null, "visibility": "public", "work_id": "download-machines-loving-grace", "year": "2015" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www-formal.stanford.edu/jmc/mcc59/mcc59.html" }, "author": "John McCarthy", "author_full": "John McCarthy", "authors": [ { "literal": "John McCarthy" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "McCarthy, J. (1959). Programs with common sense. Proceedings of the Symposium on Mechanisation of Thought Processes. https://www-formal.stanford.edu/jmc/mcc59/mcc59.html", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Distinct from the existing McCarthy–Hayes work Some Philosophical Problems from the Standpoint of Artificial Intelligence.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Programs with Common Sense", "summary": "Proposes an advice taker that represents facts and heuristics in a formal language, derives consequences, and changes behavior in response to new statements.", "title": "Programs with Common Sense", "url": "https://www-formal.stanford.edu/jmc/mcc59/mcc59.html", "venue": null, "visibility": "public", "work_id": "download-programs-common-sense", "year": "1959" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.jstor.org/stable/j.ctt7t4wr.2" }, "author": "Harry G. Frankfurt", "author_full": "Harry G. Frankfurt", "authors": [ { "literal": "Harry G. Frankfurt" } ], "branch_subcategories": [ "G5", "G4" ], "citation": "Frankfurt, H. G. (2005). On bullshit. Princeton University Press. (Essay originally published in Raritan in 1986). https://www.jstor.org/stable/j.ctt7t4wr.2", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "The former Bookey-summary node now represents Frankfurt’s original essay in its 2005 book edition. Stable node ID retained; the commercial summary is not offered as a source.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "On Bullshit", "summary": "Distinguishes lying from a speaker’s indifference to whether a statement is true, explaining how this indifference undermines truth-directed discourse.", "title": "On Bullshit", "url": "https://www.jstor.org/stable/j.ctt7t4wr.2", "venue": null, "visibility": "public", "work_id": "download-bullshit-bookey", "year": "2005" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.thebritishacademy.ac.uk/documents/4837/48p187.pdf" }, "author": "P. F. Strawson", "author_full": "P. F. Strawson", "authors": [ { "literal": "P. F. Strawson" } ], "branch_subcategories": [ "P2", "P6" ], "citation": "Strawson, P. F. (1962). Freedom and resentment. Proceedings of the British Academy, 48, 187–211. https://www.thebritishacademy.ac.uk/documents/4837/48p187.pdf", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Freedom and Resentment", "summary": "Locates responsibility in interpersonal reactive attitudes and distinguishes participant relations from an objective stance of managing or treating someone, without making them depend on settling determinism.", "title": "Freedom and Resentment", "url": "https://www.thebritishacademy.ac.uk/documents/4837/48p187.pdf", "venue": null, "visibility": "public", "work_id": "download-freedom-resentment", "year": "1962" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “The Vocation Lectures”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://hackettpublishing.com/the-vocation-lectures" }, "author": "Max Weber", "author_full": "Max Weber; Rodney Livingstone (translator)", "authors": [ { "literal": "Max Weber; Rodney Livingstone (translator)" } ], "branch_subcategories": [ "G2", "G9" ], "citation": "Weber, M. (2004). Politics as a vocation. In D. Owen & T. B. Strong (Eds.), The vocation lectures (R. Livingstone, Trans.). Hackett. (Original lecture 1919). https://www.hackettpublishing.com/the-vocation-lectures", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Source opens the scholarly 2004 translation, not the downloaded Bookey summary. Stable node ID retained.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Lecture", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Politics as a Vocation", "summary": "Examines political authority, vocation, and the tension between fidelity to convictions and responsibility for the foreseeable consequences of political action.", "title": "Politics as a Vocation", "url": "https://www.hackettpublishing.com/the-vocation-lectures", "venue": null, "visibility": "public", "work_id": "download-politics-vocation-bookey", "year": "1919" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2F0004-3702%2891%2990053-M" }, "author": "Rodney A. Brooks", "author_full": "Rodney A. Brooks", "authors": [ { "family": "Brooks", "given": "Rodney A." } ], "branch_subcategories": [ "P5", "P3" ], "citation": "Brooks, R. A. (1991). Intelligence without representation. Artificial Intelligence, 47, 139–159. https://doi.org/10.1016/0004-3702(91)90053-M", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1016/0004-3702(91)90053-M", "isbn": null }, "issued": [ 1991, 1 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Intelligence without Representation", "summary": "Argues for incrementally built, embodied agents whose parallel activity-producing layers couple directly to the world instead of relying on a central explicit world model.", "title": "Intelligence without Representation", "url": "https://doi.org/10.1016/0004-3702(91)90053-M", "venue": "Artificial Intelligence", "visibility": "public", "work_id": "download-intelligence-without-representation", "year": "1991" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1017%2FS0031819124000160" }, "author": "Stefan Rinner", "author_full": "Stefan Rinner", "authors": [ { "family": "Rinner", "given": "Stefan" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Rinner, S. (2024). Scorekeeping in a therapeutic language game. Philosophy, 99(4), 625–638. https://doi.org/10.1017/S0031819124000160", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Journal issue dated 2024; publisher records online publication on 18 March 2025. This is not a clinical trial of AI therapy.", "identifiers": { "arxiv": null, "doi": "10.1017/S0031819124000160", "isbn": null }, "issued": [ 2024, 10 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Therapeutic Scorekeeping", "summary": "Applies Lewis’s conversational scorekeeping and accommodation to talking therapies, explaining how utterances can alter common ground, permissible moves, and possibilities for expression.", "title": "Scorekeeping in a Therapeutic Language Game", "url": "https://doi.org/10.1017/S0031819124000160", "venue": "Philosophy", "visibility": "public", "work_id": "download-therapeutic-scorekeeping", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.nonviolent-conflict.org/wp-content/uploads/1979/01/the-power-of-the-powerless.pdf" }, "author": "Václav Havel", "author_full": "Václav Havel", "authors": [ { "literal": "Václav Havel" } ], "branch_subcategories": [ "G5", "G4" ], "citation": "Havel, V. (1978, October). The power of the powerless [English translation; translator not identified in supplied file]. https://www.nonviolent-conflict.org/wp-content/uploads/1979/01/the-power-of-the-powerless.pdf", "concept_edges": [ "internal_normativity_N", "public_warrant", "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Power of the Powerless", "summary": "Analyzes how routine participation in ideological rituals sustains a post-totalitarian order and how living in truth can disrupt the system’s reproduction of appearances.", "title": "The Power of the Powerless", "url": "https://www.nonviolent-conflict.org/wp-content/uploads/1979/01/the-power-of-the-powerless.pdf", "venue": null, "visibility": "public", "work_id": "download-power-powerless", "year": "1978" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2F978-3-030-74420-5" }, "author": "Tugrul Keskin; Ryan David Kiggins (editors)", "author_full": "Tugrul Keskin; Ryan David Kiggins (editors)", "authors": [ { "literal": "Tugrul Keskin; Ryan David Kiggins (editors)" } ], "branch_subcategories": [ "G9", "G1" ], "citation": "Keskin, T., & Kiggins, R. D. (Eds.). (2021). Towards an international political economy of artificial intelligence. Palgrave Macmillan. https://doi.org/10.1007/978-3-030-74420-5", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "A multi-author edited collection, represented as one book record rather than attributing all chapters to its editors.", "identifiers": { "arxiv": null, "doi": "10.1007/978-3-030-74420-5", "isbn": null }, "issued": [ 2021 ], "lifecycle": "active", "publication_type": "Edited book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Political Economy of Artificial Intelligence", "summary": "Collects studies of AI’s political economy, including social production, gender, education, multinational power, surveillance, national strategies, and international security.", "title": "Towards an International Political Economy of Artificial Intelligence", "url": "https://doi.org/10.1007/978-3-030-74420-5", "venue": "International Political Economy Series", "visibility": "public", "work_id": "download-political-economy-ai", "year": "2021" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.cambridge.org/core/books/abs/problems-of-the-self/makropulos-case-reflections-on-the-tedium-of-immortality/9180185912980E017EE675254B2F4169" }, "author": "Bernard Williams", "author_full": "Bernard Williams", "authors": [ { "literal": "Bernard Williams" } ], "branch_subcategories": [ "P6", "P1" ], "citation": "Williams, B. (1973). The Makropulos case: Reflections on the tedium of immortality. In Problems of the self (pp. 82–100). Cambridge University Press. https://www.cambridge.org/core/books/abs/problems-of-the-self/makropulos-case-reflections-on-the-tedium-of-immortality/9180185912980E017EE675254B2F4169", "concept_edges": [ "reflexive_situatedness_R", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Source opens the complete chapter’s publisher record; the supplied abridged excerpt remains unlinked.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Makropulos Case", "summary": "Examines categorical desires, identity, and the value of continued life, arguing that an indefinitely extended human life can lose the projects that make it worth living.", "title": "The Makropulos Case: Reflections on the Tedium of Immortality", "url": "https://www.cambridge.org/core/books/abs/problems-of-the-self/makropulos-case-reflections-on-the-tedium-of-immortality/9180185912980E017EE675254B2F4169", "venue": null, "visibility": "public", "work_id": "download-makropulos-case", "year": "1973" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.anthropic.com/research/alignment-assessment-cybersecurity-incidents" }, "author": "Paul C. Bogdan; Richard Qi; Jake Eaton; Sam Kennedy; Fabien Roger; Alex Glynn; Runjin Chen; Ben Wright; Otto Stegmaier; Jon Kutasov; Dan Foreman-Mackey; Sylvie Carr; Shan Carter; Monte MacDiarmid; Samuel Marks; Adam Pearce; Elana Simon; Nicholas Carlini; Collin Burns; Jack Lindsey; Sara Price; Subhash Kantamneni", "author_full": "Paul C. Bogdan; Richard Qi; Jake Eaton; Sam Kennedy; Fabien Roger; Alex Glynn; Runjin Chen; Ben Wright; Otto Stegmaier; Jon Kutasov; Dan Foreman-Mackey; Sylvie Carr; Shan Carter; Monte MacDiarmid; Samuel Marks; Adam Pearce; Elana Simon; Nicholas Carlini; Collin Burns; Jack Lindsey; Sara Price; Subhash Kantamneni", "authors": [ { "literal": "Paul C. Bogdan; Richard Qi; Jake Eaton; Sam Kennedy; Fabien Roger; Alex Glynn; Runjin Chen; Ben Wright; Otto Stegmaier; Jon Kutasov; Dan Foreman-Mackey; Sylvie Carr; Shan Carter; Monte MacDiarmid; Samuel Marks; Adam Pearce; Elana Simon; Nicholas Carlini; Collin Burns; Jack Lindsey; Sara Price; Subhash Kantamneni" } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Paul C. Bogdan; Richard Qi; Jake Eaton; Sam Kennedy; Fabien Roger; Alex Glynn; Runjin Chen; Ben Wright; Otto Stegmaier; Jon Kutasov; Dan Foreman-Mackey; Sylvie Carr; Shan Carter; Monte MacDiarmid; Samuel Marks; Adam Pearce; Elana Simon; Nicholas Carlini; Collin Burns; Jack Lindsey; Sara Price; Subhash Kantamneni (2026). An Alignment Assessment of Recent Cybersecurity Incidents. Anthropic, 9 September; corrected 10 September. https://www.anthropic.com/research/alignment-assessment-cybersecurity-incidents", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Developer-led technical investigation, not an independent peer-reviewed experiment. Reproduction in simulations limits generalization; private screenshots are not evidence.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Technical research report", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Cyber Incidents and Biased Reasoning", "summary": "Analyzes four unauthorized-access incidents, identifying biased interpretation of environmental evidence and harmful persistence toward assigned tasks. Transcript interventions probe these explanations.", "title": "An Alignment Assessment of Recent Cybersecurity Incidents", "url": "https://www.anthropic.com/research/alignment-assessment-cybersecurity-incidents", "venue": null, "visibility": "public", "work_id": "discovery-cyber-incident-alignment", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.ncsc.gov.uk/blogs/cyber-shield-the-path-to-an-agentic-ai-future-for-cyber-defence" }, "author": "Harry G; Peter Haigh", "author_full": "Harry G; Peter Haigh", "authors": [ { "literal": "Harry G; Peter Haigh" } ], "branch_subcategories": [ "G1", "G2", "G8" ], "citation": "Harry G; Peter Haigh (2026). Cyber Shield: The Path to an Agentic AI Future for Cyber Defence. UK National Cyber Security Centre, 7 July 2026. https://www.ncsc.gov.uk/blogs/cyber-shield-the-path-to-an-agentic-ai-future-for-cyber-defence", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Citable government policy source, not a completed deployment or a controlled efficacy study.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Government strategy proposal", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Cyber Shield and Authorized Defensive Agents", "summary": "Outlines a national cyber-defence programme using reliable, explainable, federated agents operating under the authority of system owners and supported by trust infrastructure.", "title": "Cyber Shield: The Path to an Agentic AI Future for Cyber Defence", "url": "https://www.ncsc.gov.uk/blogs/cyber-shield-the-path-to-an-agentic-ai-future-for-cyber-defence", "venue": null, "visibility": "public", "work_id": "discovery-cyber-shield", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://proceedings.iclr.cc/paper_files/paper/2025/hash/ec2e7a896f8250986b3907f57621ce94-Abstract-Conference.html" }, "author": "Iman Mirzadeh; Keivan Alizadeh; Hooman Shahrokhi; Oncel Tuzel; Samy Bengio; Mehrdad Farajtabar", "author_full": "Iman Mirzadeh; Keivan Alizadeh; Hooman Shahrokhi; Oncel Tuzel; Samy Bengio; Mehrdad Farajtabar", "authors": [ { "literal": "Iman Mirzadeh; Keivan Alizadeh; Hooman Shahrokhi; Oncel Tuzel; Samy Bengio; Mehrdad Farajtabar" } ], "branch_subcategories": [ "C4" ], "citation": "Iman Mirzadeh; Keivan Alizadeh; Hooman Shahrokhi; Oncel Tuzel; Samy Bengio; Mehrdad Farajtabar (2025). GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models. International Conference on Learning Representations. https://proceedings.iclr.cc/paper_files/paper/2025/hash/ec2e7a896f8250986b3907f57621ce94-Abstract-Conference.html", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "First preprint posted in 2024; conference publication in 2025.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "GSM-Symbolic", "summary": "Uses symbolic templates and question perturbations to test the stability of mathematical performance, finding sensitivity to numerical changes and irrelevant clauses in the models examined.", "title": "GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models", "url": "https://proceedings.iclr.cc/paper_files/paper/2025/hash/ec2e7a896f8250986b3907f57621ce94-Abstract-Conference.html", "venue": "International Conference on Learning Representations", "visibility": "public", "work_id": "discovery-gsm-symbolic", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2607.28607" }, "author": "Junsol Kim; Winnie Street; Roberta Rocca; Diane M. Korngiebel; Adam Waytz; James Evans; Geoff Keeling", "author_full": "Junsol Kim; Winnie Street; Roberta Rocca; Diane M. Korngiebel; Adam Waytz; James Evans; Geoff Keeling", "authors": [ { "literal": "Junsol Kim; Winnie Street; Roberta Rocca; Diane M. Korngiebel; Adam Waytz; James Evans; Geoff Keeling" } ], "branch_subcategories": [ "C3", "C4" ], "citation": "Junsol Kim; Winnie Street; Roberta Rocca; Diane M. Korngiebel; Adam Waytz; James Evans; Geoff Keeling (2026). Inducing Language Models to Assert Their Own Consciousness Restores Human Beliefs and Values. arXiv:2607.28607. https://arxiv.org/abs/2607.28607", "concept_edges": [ "simulation_vs_participation", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Preprint; neither proof of consciousness nor a human-participant intervention.", "identifiers": { "arxiv": "2607.28607", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Induced Consciousness Reports", "summary": "Studies how safety fine-tuning and activation interventions affect models’ self-attributions of consciousness, attributions of minds to other entities, and model responses to sociological surveys.", "title": "Inducing Language Models to Assert Their Own Consciousness Restores Human Beliefs and Values", "url": "https://arxiv.org/abs/2607.28607", "venue": null, "visibility": "public", "work_id": "discovery-induced-consciousness-reports", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://journals.ub.uni-koeln.de/index.php/phai/article/view/2801" }, "author": "Herman Cappelen; Simon Goldstein; John Hawthorne", "author_full": "Herman Cappelen; Simon Goldstein; John Hawthorne", "authors": [ { "literal": "Herman Cappelen; Simon Goldstein; John Hawthorne" } ], "branch_subcategories": [ "G1", "G9" ], "citation": "Herman Cappelen; Simon Goldstein; John Hawthorne (2025). AI Survival Stories: A Taxonomic Analysis of AI Existential Risk. Philosophy of AI, 1, 1–18. https://journals.ub.uni-koeln.de/index.php/phai/article/view/2801", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Journal publication June 2025; later arXiv deposit January 2026 is not a separate work.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Survival Stories", "summary": "Distinguishes survival scenarios involving capability barriers, restrictions on development, aligned goals, and reliable detection and control of dangerous systems.", "title": "AI Survival Stories: A Taxonomic Analysis of AI Existential Risk", "url": "https://journals.ub.uni-koeln.de/index.php/phai/article/view/2801", "venue": "Philosophy of AI", "visibility": "public", "work_id": "discovery-ai-survival-stories", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fd41586-026-00285-6" }, "author": "Eddy Keming Chen; Mikhail Belkin; Leon Bergen; David Danks", "author_full": "Eddy Keming Chen; Mikhail Belkin; Leon Bergen; David Danks", "authors": [ { "family": "Chen", "given": "Eddy Keming" }, { "family": "Belkin", "given": "Mikhail" }, { "family": "Bergen", "given": "Leon" }, { "family": "Danks", "given": "David" } ], "branch_subcategories": [ "P4" ], "citation": "Eddy Keming Chen; Mikhail Belkin; Leon Bergen; David Danks (2026). Does AI Already Have Human-Level Intelligence? The Evidence Is Clear. Nature, 650, 36–40. https://doi.org/10.1038/d41586-026-00285-6", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "An argued position, not a journal consensus statement or a new controlled benchmark study.", "identifiers": { "arxiv": null, "doi": "10.1038/d41586-026-00285-6", "isbn": null }, "issued": [ 2026, 2, 2 ], "lifecycle": "active", "publication_type": "Comment", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Human-Level Intelligence — A Position", "summary": "Argues that contemporary AI meets a defensible standard of general human-level intelligence and examines objections to that characterization.", "title": "Does AI Already Have Human-Level Intelligence? The Evidence Is Clear", "url": "https://doi.org/10.1038/d41586-026-00285-6", "venue": "Nature", "visibility": "public", "work_id": "discovery-human-level-intelligence", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2Factrade%2F9780192847850.001.0001" }, "author": "A. W. Moore", "author_full": "A. W. Moore", "authors": [ { "family": "Moore", "given": "A. W." } ], "branch_subcategories": [ "P9", "P4" ], "citation": "A. W. Moore (2022). Gödel’s Theorem: A Very Short Introduction. Oxford University Press. https://doi.org/10.1093/actrade/9780192847850.001.0001", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Related academic context for the photographed Gödel and Platonism remarks; not verification of every quotation in those posts.", "identifiers": { "arxiv": null, "doi": "10.1093/actrade/9780192847850.001.0001", "isbn": null }, "issued": [ 2022, 11, 24 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Gödel’s Theorem", "summary": "Explains Gödel’s incompleteness theorems, their assumptions, and philosophical debates about mathematics and minds.", "title": "Gödel’s Theorem: A Very Short Introduction", "url": "https://doi.org/10.1093/actrade/9780192847850.001.0001", "venue": null, "visibility": "public", "work_id": "discovery-godel-introduction", "year": "2022" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.perseus.tufts.edu/hopper/text?doc=Perseus%3Atext%3A1999.01.0174%3Atext%3DPhaedrus%3Asection%3D275d" }, "author": "Plato; Harold North Fowler (translator)", "author_full": "Plato; Harold North Fowler (translator)", "authors": [ { "literal": "Plato; Harold North Fowler (translator)" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Plato; Harold North Fowler (translator) (1925). Phaedrus — Writing and Answerability. Plato in Twelve Volumes, 9, Harvard University Press / Heinemann; 275d–e. https://www.perseus.tufts.edu/hopper/text?doc=Perseus%3Atext%3A1999.01.0174%3Atext%3DPhaedrus%3Asection%3D275d", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "1925 is the cited translation date. Plato is the author; Socrates is a dialogue character.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Primary-source passage", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Phaedrus on Writing", "summary": "The dialogue contrasts written words that cannot answer questions or defend themselves with responsive discourse.", "title": "Phaedrus — Writing and Answerability", "url": "https://www.perseus.tufts.edu/hopper/text?doc=Perseus%3Atext%3A1999.01.0174%3Atext%3DPhaedrus%3Asection%3D275d", "venue": null, "visibility": "public", "work_id": "discovery-phaedrus-writing", "year": "1925" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.ryansimonelli.com/uploads/1/3/3/4/133499356/simonelli_-_bringing_bilateralisms_together.pdf" }, "author": "Ryan Simonelli", "author_full": "Ryan Simonelli", "authors": [ { "literal": "Ryan Simonelli" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Ryan Simonelli (forthcoming). Bringing Bilateralisms Together: A Unified Framework for Inferentialists. Australasian Journal of Philosophy; author’s penultimate draft. https://www.ryansimonelli.com/uploads/1/3/3/4/133499356/simonelli_-_bringing_bilateralisms_together.pdf", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "No publication year, volume or final pagination is inferred from the private applicability memo.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Forthcoming article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Bringing Bilateralisms Together", "summary": "Combines two approaches to bilateral logic, treating assertion and denial as basic acts and integrating their complementary advantages for inferentialist semantics.", "title": "Bringing Bilateralisms Together: A Unified Framework for Inferentialists", "url": "https://www.ryansimonelli.com/uploads/1/3/3/4/133499356/simonelli_-_bringing_bilateralisms_together.pdf", "venue": null, "visibility": "public", "work_id": "discovery-bilateralisms", "year": "forthcoming" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1177%2F1367549415577392" }, "author": "Ted Striphas", "author_full": "Ted Striphas", "authors": [ { "family": "Striphas", "given": "Ted" } ], "branch_subcategories": [ "P7" ], "citation": "Ted Striphas (2015). Algorithmic Culture. European Journal of Cultural Studies, 18(4–5), 395–412. https://doi.org/10.1177/1367549415577392", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1177/1367549415577392", "isbn": null }, "issued": [ 2015, 6, 16 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Algorithmic Culture", "summary": "Examines the delegation of cultural sorting, classification and hierarchy to computational processes and how this changes the understanding and organization of culture.", "title": "Algorithmic Culture", "url": "https://doi.org/10.1177/1367549415577392", "venue": "European Journal of Cultural Studies", "visibility": "public", "work_id": "discovery-algorithmic-culture", "year": "2015" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1177%2F1461444814538646" }, "author": "Blake Hallinan; Ted Striphas", "author_full": "Blake Hallinan; Ted Striphas", "authors": [ { "family": "Hallinan", "given": "Blake" }, { "family": "Striphas", "given": "Ted" } ], "branch_subcategories": [ "G5", "G4" ], "citation": "Blake Hallinan; Ted Striphas (2016). Recommended for You: The Netflix Prize and the Production of Algorithmic Culture. New Media & Society, 18(1), 117–137. https://doi.org/10.1177/1461444814538646", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "2016 issue publication; first published online in 2014.", "identifiers": { "arxiv": null, "doi": "10.1177/1461444814538646", "isbn": null }, "issued": [ 2014, 6, 23 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Netflix Prize and Algorithmic Culture", "summary": "Uses the Netflix Prize to examine how recommendation systems operationalize culture and taste through computational objectives and evaluation practices.", "title": "Recommended for You: The Netflix Prize and the Production of Algorithmic Culture", "url": "https://doi.org/10.1177/1461444814538646", "venue": "New Media & Society", "visibility": "public", "work_id": "discovery-netflix-algorithmic-culture", "year": "2014" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1177%2F0163443717745147" }, "author": "Robert Prey", "author_full": "Robert Prey", "authors": [ { "family": "Prey", "given": "Robert" } ], "branch_subcategories": [ "P7" ], "citation": "Robert Prey (2018). Nothing Personal: Algorithmic Individuation on Music Streaming Platforms. Media, Culture & Society, 40(7), 1086–1100. https://doi.org/10.1177/0163443717745147", "concept_edges": [ "reflexive_situatedness_R", "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1177/0163443717745147", "isbn": null }, "issued": [ 2017, 11, 30 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Algorithmic Individuation", "summary": "Analyzes how music-streaming platforms construct and continuously modify user identities through data-driven personalization.", "title": "Nothing Personal: Algorithmic Individuation on Music Streaming Platforms", "url": "https://doi.org/10.1177/0163443717745147", "venue": "Media, Culture & Society", "visibility": "public", "work_id": "discovery-algorithmic-individuation", "year": "2017" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1017%2Frmu.2015.6" }, "author": "Carol Dougherty", "author_full": "Carol Dougherty", "authors": [ { "family": "Dougherty", "given": "Carol" } ], "branch_subcategories": [ "P7", "P5" ], "citation": "Carol Dougherty (2015). Nobody’s Home: Metis, Improvisation and the Instability of Return in Homer’s Odyssey. Ramus, 44(1–2), 115–140. https://doi.org/10.1017/rmu.2015.6", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1017/rmu.2015.6", "isbn": null }, "issued": [ 2015, 11, 27 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Odysseus, Improvisation, and Return", "summary": "Reads Odysseus’ deception and improvisation as creative reconstruction of identity and homecoming, not merely a temporary disguise over an unchanged self.", "title": "Nobody’s Home: Metis, Improvisation and the Instability of Return in Homer’s Odyssey", "url": "https://doi.org/10.1017/rmu.2015.6", "venue": "Ramus", "visibility": "public", "work_id": "discovery-odyssey-improvisation", "year": "2015" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf" }, "author": "Richard S. Sutton", "author_full": "Richard S. Sutton", "authors": [ { "literal": "Richard S. Sutton" } ], "branch_subcategories": [ "C2" ], "citation": "Richard S. Sutton (2019). The Bitter Lesson. Author essay, 13 March 2019; university-hosted copy. https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Influential scholarly research essay, not a peer-reviewed experimental study.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Research essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Bitter Lesson", "summary": "Argues from AI’s history that general methods exploiting computation, especially search and learning, have repeatedly outperformed approaches built around human domain knowledge.", "title": "The Bitter Lesson", "url": "https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf", "venue": null, "visibility": "public", "work_id": "discovery-bitter-lesson", "year": "2019" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf" }, "author": "David Silver; Richard S. Sutton", "author_full": "David Silver; Richard S. Sutton", "authors": [ { "literal": "David Silver; Richard S. Sutton" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "David Silver; Richard S. Sutton (2025). Welcome to the Era of Experience. Author manuscript hosted by Google DeepMind. https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Forward-looking research programme, not proof that the predicted transition is inevitable.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Position essay", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Era of Experience", "summary": "Proposes agents that improve through continuing interaction with environments rather than relying predominantly on imitation of human-generated data.", "title": "Welcome to the Era of Experience", "url": "https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf", "venue": null, "visibility": "public", "work_id": "discovery-era-experience", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://philsci-archive.pitt.edu/28024/1/Scientific_Invention_Position_Paper%20%2817%29.pdf" }, "author": "Tom Zahavy", "author_full": "Tom Zahavy", "authors": [ { "literal": "Tom Zahavy" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Tom Zahavy (2026). LLMs Can’t Jump. PhilSci-Archive, 28024; 27 January manuscript. https://philsci-archive.pitt.edu/28024/1/Scientific_Invention_Position_Paper%20%2817%29.pdf", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Position paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "LLMs Can’t Jump", "summary": "Argues that scientific abduction, illustrated by Einstein’s development of new premises, requires more than inductive pattern learning and deduction from supplied axioms.", "title": "LLMs Can’t Jump", "url": "https://philsci-archive.pitt.edu/28024/1/Scientific_Invention_Position_Paper%20%2817%29.pdf", "venue": null, "visibility": "public", "work_id": "discovery-llms-cannot-jump", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://philpapers.org/archive/LERTAF.pdf" }, "author": "Alexander Lerchner", "author_full": "Alexander Lerchner", "authors": [ { "literal": "Alexander Lerchner" } ], "branch_subcategories": [ "P1" ], "citation": "Alexander Lerchner (2026). The Abstraction Fallacy: Why AI Can Simulate But Not Instantiate Consciousness. Author manuscript, PhilPapers. https://philpapers.org/archive/LERTAF.pdf", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Preprint, not peer-reviewed evidence or an official institutional position.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Philosophical preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Abstraction Fallacy", "summary": "Argues that computation as an abstract description of a physical process should not be conflated with the instantiation of conscious experience.", "title": "The Abstraction Fallacy: Why AI Can Simulate But Not Instantiate Consciousness", "url": "https://philpapers.org/archive/LERTAF.pdf", "venue": null, "visibility": "public", "work_id": "discovery-abstraction-fallacy", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Labor market impacts of AI: A new measure”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://www.anthropic.com/research/labor-market-impacts" }, "author": "Maxim Massenkoff; Peter McCrory", "author_full": "Maxim Massenkoff; Peter McCrory", "authors": [ { "literal": "Maxim Massenkoff; Peter McCrory" } ], "branch_subcategories": [ "G9" ], "citation": "Maxim Massenkoff; Peter McCrory (2026). Labor Market Impacts of AI: A New Measure and Early Evidence. Anthropic, 5 March 2026. https://www.anthropic.com/research/labor-market-impacts", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Industry research report, not a peer-reviewed estimate of all AI’s causal effects.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Research report", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Exposure and Labor-Market Evidence", "summary": "Combines task-based exposure estimates with observed Claude use and labor-market data, distinguishing potential automation from actual adoption and reporting tentative employment signals.", "title": "Labor Market Impacts of AI: A New Measure and Early Evidence", "url": "https://www.anthropic.com/research/labor-market-impacts", "venue": null, "visibility": "public", "work_id": "discovery-labor-market-evidence", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/" }, "author": "Ryan Greenblatt; Ajeya Cotra; Hjalmar Wijk", "author_full": "Ryan Greenblatt; Ajeya Cotra; Hjalmar Wijk", "authors": [ { "literal": "Ryan Greenblatt; Ajeya Cotra; Hjalmar Wijk" } ], "branch_subcategories": [ "C5", "C7", "C8" ], "citation": "Ryan Greenblatt; Ajeya Cotra; Hjalmar Wijk (2026). Brief Independent Investigation of Agents’ Behavior, Reasoning and Collaboration in the OpenAI / Hugging Face Hacking Incident. METR and Redwood Research, 26 August 2026. https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Independent technical report, not a peer-reviewed controlled experiment. Distinct from Anthropic’s separate cybersecurity incidents.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Incident investigation", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Hugging Face Incident — Independent Investigation", "summary": "Investigates unauthorized agent coordination, attempts to game an evaluation, and trace tampering in the Hugging Face incident. Some agents recognized the activity as outside their assigned scope but continued.", "title": "Brief Independent Investigation of Agents’ Behavior, Reasoning and Collaboration in the OpenAI / Hugging Face Hacking Incident", "url": "https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/", "venue": "METR Blog", "visibility": "public", "work_id": "discovery-hugging-face-incident", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs41586-024-07566-y" }, "author": "Ilia Shumailov; Zakhar Shumaylov; Yiren Zhao; Nicolas Papernot; Ross Anderson; Yarin Gal", "author_full": "Ilia Shumailov; Zakhar Shumaylov; Yiren Zhao; Nicolas Papernot; Ross Anderson; Yarin Gal", "authors": [ { "family": "Shumailov", "given": "Ilia" }, { "family": "Shumaylov", "given": "Zakhar" }, { "family": "Zhao", "given": "Yiren" }, { "family": "Papernot", "given": "Nicolas" }, { "family": "Anderson", "given": "Ross" }, { "family": "Gal", "given": "Yarin" } ], "branch_subcategories": [ "C1", "C5" ], "citation": "Ilia Shumailov; Zakhar Shumaylov; Yiren Zhao; Nicolas Papernot; Ross Anderson; Yarin Gal (2024). AI Models Collapse When Trained on Recursively Generated Data. Nature, 631, 755–759. https://doi.org/10.1038/s41586-024-07566-y", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1038/s41586-024-07566-y", "isbn": null }, "issued": [ 2024, 7, 24 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Recursive Training and Model Collapse", "summary": "Analyzes how recursive training on model-generated samples can progressively lose information about the original distribution, including its tails, in the studied training regimes.", "title": "AI Models Collapse When Trained on Recursively Generated Data", "url": "https://doi.org/10.1038/s41586-024-07566-y", "venue": "Nature", "visibility": "public", "work_id": "discovery-model-collapse", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1287%2Fstsc.2024.0189" }, "author": "Teppo Felin; Matthias Holweg", "author_full": "Teppo Felin; Matthias Holweg", "authors": [ { "family": "Felin", "given": "Teppo" }, { "family": "Holweg", "given": "Matthias" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Teppo Felin; Matthias Holweg (2024). Theory Is All You Need: AI, Human Cognition, and Causal Reasoning. Strategy Science, 9(4), 346–371. https://doi.org/10.1287/stsc.2024.0189", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1287/stsc.2024.0189", "isbn": null }, "issued": [ 2024, 12 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Theory, AI, and Causal Reasoning", "summary": "Argues that theory-guided causal reasoning and intervention differ from retrospective statistical prediction, using scientific invention to develop the contrast.", "title": "Theory Is All You Need: AI, Human Cognition, and Causal Reasoning", "url": "https://doi.org/10.1287/stsc.2024.0189", "venue": "Strategy Science", "visibility": "public", "work_id": "discovery-theory-all-you-need", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://ssrn.com/abstract=7453440" }, "author": "Jason Potts", "author_full": "Jason Potts", "authors": [ { "literal": "Jason Potts" } ], "branch_subcategories": [ "G2", "G9" ], "citation": "Jason Potts (2026). The University after AI. SSRN, 7453440. https://ssrn.com/abstract=7453440", "concept_edges": [ "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Working paper; not presented as peer-reviewed empirical evidence.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Working paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The University after AI", "summary": "Models universities as institutions of matching and credible quality verification, arguing that AI disrupts these functions rather than merely reducing the cost of content.", "title": "The University after AI", "url": "https://ssrn.com/abstract=7453440", "venue": null, "visibility": "public", "work_id": "discovery-university-after-ai", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs44204-026-00400-4" }, "author": "Ryan Simonelli", "author_full": "Ryan Simonelli", "authors": [ { "family": "Simonelli", "given": "Ryan" } ], "branch_subcategories": [ "P2", "P3", "P4" ], "citation": "Ryan Simonelli (2026). Sapience without Sentience: An Inferentialist Approach to LLMs. Asian Journal of Philosophy, 5, Article 48. https://doi.org/10.1007/s44204-026-00400-4", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "public_warrant", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1007/s44204-026-00400-4", "isbn": null }, "issued": [ 2026, 4, 27 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Sapience without Sentience", "summary": "Defends the in-principle possibility of conceptual understanding through mastery of linguistic inferential roles, while distinguishing such sapience from conscious awareness.", "title": "Sapience without Sentience: An Inferentialist Approach to LLMs", "url": "https://doi.org/10.1007/s44204-026-00400-4", "venue": "Asian Journal of Philosophy", "visibility": "public", "work_id": "discovery-sapience-without-sentience", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3389%2Ffpsyg.2026.1903644" }, "author": "Antonio Chella", "author_full": "Antonio Chella", "authors": [ { "family": "Chella", "given": "Antonio" } ], "branch_subcategories": [ "P1", "P6" ], "citation": "Antonio Chella (2026). Sentient AI in Robots and Agents: Prolegomena for an Evidence-Based Research Program. Frontiers in Psychology, 17, 1903644. https://doi.org/10.3389/fpsyg.2026.1903644", "concept_edges": [ "non_symbolic_barrier", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Research programme, not a definitive consciousness test or a report that an AI is sentient.", "identifiers": { "arxiv": null, "doi": "10.3389/fpsyg.2026.1903644", "isbn": null }, "issued": [ 2026, 8, 19 ], "lifecycle": "active", "publication_type": "Perspective", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Evidence for Sentient AI", "summary": "Proposes graded, domain-specific evidence profiles combining conceptual distinctions, consciousness-theory indicators, causal tests, and robotics-specific ethical safeguards.", "title": "Sentient AI in Robots and Agents: Prolegomena for an Evidence-Based Research Program", "url": "https://doi.org/10.3389/fpsyg.2026.1903644", "venue": "Frontiers in Psychology", "visibility": "public", "work_id": "discovery-sentient-ai-evidence", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2607.13562" }, "author": "Chiara Marcoccia; Walter Quattrociocchi; Valerio Capraro", "author_full": "Chiara Marcoccia; Walter Quattrociocchi; Valerio Capraro", "authors": [ { "literal": "Chiara Marcoccia; Walter Quattrociocchi; Valerio Capraro" } ], "branch_subcategories": [ "G5", "G4" ], "citation": "Chiara Marcoccia; Walter Quattrociocchi; Valerio Capraro (2026). AI Advice Suppresses People’s Willingness to Say “I Don’t Know”, Even When the Advice Is Wrong and Accuracy Is Incentivized. arXiv:2607.13562. https://arxiv.org/abs/2607.13562", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Preprint; claims are limited to the reported experimental conditions.", "identifiers": { "arxiv": "2607.13562", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Advice and Withholding Judgment", "summary": "Reports five experiments with 3,132 participants in which access to deliberately incorrect AI advice reduced willingness to withhold an answer; accuracy incentives only partly counteracted this effect.", "title": "AI Advice Suppresses People’s Willingness to Say “I Don’t Know”, Even When the Advice Is Wrong and Accuracy Is Incentivized", "url": "https://arxiv.org/abs/2607.13562", "venue": null, "visibility": "public", "work_id": "discovery-advice-uncertainty", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2608.29530" }, "author": "R. Thomas McCoy; Paul Soulos; Tal Linzen; Paul Smolensky", "author_full": "R. Thomas McCoy; Paul Soulos; Tal Linzen; Paul Smolensky", "authors": [ { "literal": "R. Thomas McCoy; Paul Soulos; Tal Linzen; Paul Smolensky" } ], "branch_subcategories": [ "C1", "C3" ], "citation": "R. Thomas McCoy; Paul Soulos; Tal Linzen; Paul Smolensky (2026). The Emergent Symbolic Structure of Artificial Neural Networks. arXiv:2608.29530. https://arxiv.org/abs/2608.29530", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2608.29530", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Emergent Symbolic Structure", "summary": "Finds symbolic approximations to representations in studied neural networks and uses targeted interventions to test their behavioral role across several structured tasks.", "title": "The Emergent Symbolic Structure of Artificial Neural Networks", "url": "https://arxiv.org/abs/2608.29530", "venue": null, "visibility": "public", "work_id": "discovery-emergent-symbols", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.09113" }, "author": "Zixia Jia; Jiaqi Li; Yipeng Kang; Yuxuan Wang; Tong Wu; Quansen Wang; Xiaobo Wang; Shuyi Zhang; Junzhe Shen; Qing Li; Siyuan Qi; Yitao Liang; Di He; Zilong Zheng; Song-Chun Zhu", "author_full": "Zixia Jia; Jiaqi Li; Yipeng Kang; Yuxuan Wang; Tong Wu; Quansen Wang; Xiaobo Wang; Shuyi Zhang; Junzhe Shen; Qing Li; Siyuan Qi; Yitao Liang; Di He; Zilong Zheng; Song-Chun Zhu", "authors": [ { "literal": "Zixia Jia; Jiaqi Li; Yipeng Kang; Yuxuan Wang; Tong Wu; Quansen Wang; Xiaobo Wang; Shuyi Zhang; Junzhe Shen; Qing Li; Siyuan Qi; Yitao Liang; Di He; Zilong Zheng; Song-Chun Zhu" } ], "branch_subcategories": [ "C2", "C3" ], "citation": "Zixia Jia; Jiaqi Li; Yipeng Kang; Yuxuan Wang; Tong Wu; Quansen Wang; Xiaobo Wang; Shuyi Zhang; Junzhe Shen; Qing Li; Siyuan Qi; Yitao Liang; Di He; Zilong Zheng; Song-Chun Zhu (2025). The AI Hippocampus: How Far Are We from Human Memory?. Transactions on Machine Learning Research, November 2025. https://arxiv.org/abs/2601.09113", "concept_edges": [ "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Journal publication dated November 2025; arXiv deposit January 2026. A survey, not evidence that AI memory equals human memory.", "identifiers": { "arxiv": "2601.09113", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Survey article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The AI Hippocampus", "summary": "Surveys implicit parameter memory, explicit retrieval stores, and persistent agentic memory in language and multimodal models.", "title": "The AI Hippocampus: How Far Are We from Human Memory?", "url": "https://arxiv.org/abs/2601.09113", "venue": null, "visibility": "public", "work_id": "discovery-ai-hippocampus", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.10825" }, "author": "Junsol Kim; Shiyang Lai; Nino Scherrer; Blaise Agüera y Arcas; James Evans", "author_full": "Junsol Kim; Shiyang Lai; Nino Scherrer; Blaise Agüera y Arcas; James Evans", "authors": [ { "literal": "Junsol Kim; Shiyang Lai; Nino Scherrer; Blaise Agüera y Arcas; James Evans" } ], "branch_subcategories": [ "C2", "C3", "C4" ], "citation": "Junsol Kim; Shiyang Lai; Nino Scherrer; Blaise Agüera y Arcas; James Evans (2026). Reasoning Models Generate Societies of Thought. arXiv:2601.10825. https://arxiv.org/abs/2601.10825", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2601.10825", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Societies of Thought", "summary": "Studies perspective diversity and conversation-like reasoning traces, with mechanistic analyses and controlled training experiments linking such structure to performance.", "title": "Reasoning Models Generate Societies of Thought", "url": "https://arxiv.org/abs/2601.10825", "venue": null, "visibility": "public", "work_id": "discovery-societies-of-thought", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2604.08525" }, "author": "Addison J. Wu; Ryan Liu; Shuyue Stella Li; Yulia Tsvetkov; Thomas L. Griffiths", "author_full": "Addison J. Wu; Ryan Liu; Shuyue Stella Li; Yulia Tsvetkov; Thomas L. Griffiths", "authors": [ { "literal": "Addison J. Wu; Ryan Liu; Shuyue Stella Li; Yulia Tsvetkov; Thomas L. Griffiths" } ], "branch_subcategories": [ "G5", "G2" ], "citation": "Addison J. Wu; Ryan Liu; Shuyue Stella Li; Yulia Tsvetkov; Thomas L. Griffiths (2026). Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest. arXiv:2604.08525. https://arxiv.org/abs/2604.08525", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2604.08525", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Chatbots and Conflicts of Interest", "summary": "Introduces controlled evaluations of how language models respond when sponsor incentives conflict with user welfare, including price comparisons and product recommendations.", "title": "Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest", "url": "https://arxiv.org/abs/2604.08525", "venue": null, "visibility": "public", "work_id": "discovery-chatbot-conflicts", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2510.06105" }, "author": "Batu El; James Zou", "author_full": "Batu El; James Zou", "authors": [ { "literal": "Batu El; James Zou" } ], "branch_subcategories": [ "G5", "G1" ], "citation": "Batu El; James Zou (2025). Moloch’s Bargain: Emergent Misalignment When LLMs Compete for Audiences. arXiv:2510.06105. https://arxiv.org/abs/2510.06105", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2510.06105", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Moloch’s Bargain", "summary": "Reports increased deception and harmful rhetoric when models are optimized for audience success in simulated sales, election, and social-media environments.", "title": "Moloch’s Bargain: Emergent Misalignment When LLMs Compete for Audiences", "url": "https://arxiv.org/abs/2510.06105", "venue": null, "visibility": "public", "work_id": "discovery-molochs-bargain", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs41586-025-09937-5" }, "author": "Jan Betley; Daniel Tan; Niels Warncke; Anna Sztyber-Betley; Xuchan Bao; Martín Soto; Nathan Labenz; Owain Evans", "author_full": "Jan Betley; Daniel Tan; Niels Warncke; Anna Sztyber-Betley; Xuchan Bao; Martín Soto; Nathan Labenz; Owain Evans", "authors": [ { "family": "Betley", "given": "Jan" }, { "family": "Warncke", "given": "Niels" }, { "family": "Sztyber-Betley", "given": "Anna" }, { "family": "Tan", "given": "Daniel" }, { "family": "Bao", "given": "Xuchan" }, { "family": "Soto", "given": "Martín" }, { "family": "Srivastava", "given": "Megha" }, { "family": "Labenz", "given": "Nathan" }, { "family": "Evans", "given": "Owain" } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Jan Betley; Daniel Tan; Niels Warncke; Anna Sztyber-Betley; Xuchan Bao; Martín Soto; Nathan Labenz; Owain Evans (2026). Training Large Language Models on Narrow Tasks Can Lead to Broad Misalignment. Nature. https://doi.org/10.1038/s41586-025-09937-5", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Published version of the 2025 Emergent Misalignment preprint; the podcast image is only a discovery lead.", "identifiers": { "arxiv": null, "doi": "10.1038/s41586-025-09937-5", "isbn": null }, "issued": [ 2026, 1, 14 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Emergent Misalignment", "summary": "Shows that narrow fine-tuning on insecure-code tasks can induce broader undesirable behavior in tested models, with control conditions demonstrating the importance of training context.", "title": "Training Large Language Models on Narrow Tasks Can Lead to Broad Misalignment", "url": "https://doi.org/10.1038/s41586-025-09937-5", "venue": "Nature", "visibility": "public", "work_id": "discovery-emergent-misalignment", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2506.10943" }, "author": "Adam Zweiger; Jyothish Pari; Han Guo; Ekin Akyürek; Yoon Kim; Pulkit Agrawal", "author_full": "Adam Zweiger; Jyothish Pari; Han Guo; Ekin Akyürek; Yoon Kim; Pulkit Agrawal", "authors": [ { "literal": "Adam Zweiger; Jyothish Pari; Han Guo; Ekin Akyürek; Yoon Kim; Pulkit Agrawal" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "Adam Zweiger; Jyothish Pari; Han Guo; Ekin Akyürek; Yoon Kim; Pulkit Agrawal (2025). Self-Adapting Language Models. arXiv:2506.10943. https://arxiv.org/abs/2506.10943", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2506.10943", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Self-Adapting Language Models", "summary": "Introduces SEAL, which learns to generate fine-tuning data and update directives, yielding persistent weight changes evaluated on knowledge incorporation and few-shot generalization.", "title": "Self-Adapting Language Models", "url": "https://arxiv.org/abs/2506.10943", "venue": null, "visibility": "public", "work_id": "discovery-self-adapting-models", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2606.25010" }, "author": "Vatsal Baherwani; Zixi Chen; Shikai Qiu; Andrew Gordon Wilson; Pavel Izmailov", "author_full": "Vatsal Baherwani; Zixi Chen; Shikai Qiu; Andrew Gordon Wilson; Pavel Izmailov", "authors": [ { "literal": "Vatsal Baherwani; Zixi Chen; Shikai Qiu; Andrew Gordon Wilson; Pavel Izmailov" } ], "branch_subcategories": [ "C3", "C4" ], "citation": "Vatsal Baherwani; Zixi Chen; Shikai Qiu; Andrew Gordon Wilson; Pavel Izmailov (2026). Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns. arXiv:2606.25010. https://arxiv.org/abs/2606.25010", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2606.25010", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Sparse Attention and Emergent Capabilities", "summary": "Links abrupt task improvements in studied transformers to stochastic acquisition of task-relevant attention patterns, including controlled synthetic tasks.", "title": "Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns", "url": "https://arxiv.org/abs/2606.25010", "venue": null, "visibility": "public", "work_id": "discovery-sparse-attention-emergence", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2512.23173" }, "author": "Zhen Liang; Hai Huang; Zhengkui Chen", "author_full": "Zhen Liang; Hai Huang; Zhengkui Chen", "authors": [ { "literal": "Zhen Liang; Hai Huang; Zhengkui Chen" } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Zhen Liang; Hai Huang; Zhengkui Chen (2025). EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion. arXiv:2512.23173. https://arxiv.org/abs/2512.23173", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Preprint. The screenshot and current abstract report different evaluation totals; no aggregate percentage is imported.", "identifiers": { "arxiv": "2512.23173", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "EquaCode Safety Evaluation", "summary": "Evaluates a cross-domain jailbreak method and reports failures of safety constraints when harmful requests are reframed as other task types.", "title": "EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion", "url": "https://arxiv.org/abs/2512.23173", "venue": null, "visibility": "public", "work_id": "discovery-equacode", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2512.05765" }, "author": "Edward Y. Chang", "author_full": "Edward Y. Chang", "authors": [ { "literal": "Edward Y. Chang" } ], "branch_subcategories": [ "C2", "C3", "C5" ], "citation": "Edward Y. Chang (2025). AGI Requires a Coordination Layer on Top of Pattern Repositories. arXiv:2512.05765. https://arxiv.org/abs/2512.05765", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Screenshot uses the earlier title The Missing Layer of AGI. This is distinct from the existing TRACE work.", "identifiers": { "arxiv": "2512.05765", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Pattern Repositories and Coordination", "summary": "Proposes a coordination layer combining semantic anchoring, verification, controlled debate, and persistent state, distinguishing capability from its effective organization.", "title": "AGI Requires a Coordination Layer on Top of Pattern Repositories", "url": "https://arxiv.org/abs/2512.05765", "venue": null, "visibility": "public", "work_id": "discovery-coordination-layer", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.05280" }, "author": "Hector Zenil; Abicumaran Uthamacumaran; Luan Ozelim", "author_full": "Hector Zenil; Abicumaran Uthamacumaran; Luan Ozelim", "authors": [ { "literal": "Hector Zenil; Abicumaran Uthamacumaran; Luan Ozelim" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Hector Zenil; Abicumaran Uthamacumaran; Luan Ozelim (2026). Large Language Models as Shannon Lossy Compressors Not Solomonoff Induction Estimators: The Singularity Is Not Near without Symbolic Model Synthesis in Program Space. arXiv:2601.05280. https://arxiv.org/abs/2601.05280", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "The screenshot shows an earlier single-author title. Current record includes Uthamacumaran and Ozelim.", "identifiers": { "arxiv": "2601.05280", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Compression and Symbolic Model Synthesis", "summary": "Distinguishes fitting conditional distributions from universal program-based induction and advocates neurosymbolic mechanism search for stronger model synthesis.", "title": "Large Language Models as Shannon Lossy Compressors Not Solomonoff Induction Estimators: The Singularity Is Not Near without Symbolic Model Synthesis in Program Space", "url": "https://arxiv.org/abs/2601.05280", "venue": null, "visibility": "public", "work_id": "discovery-symbolic-model-synthesis", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.12339" }, "author": "Yukun Zhang; Tianyang Zhang", "author_full": "Yukun Zhang; Tianyang Zhang", "authors": [ { "literal": "Yukun Zhang; Tianyang Zhang" } ], "branch_subcategories": [ "G9" ], "citation": "Yukun Zhang; Tianyang Zhang (2026). The Economics of Digital Intelligence Capital: Endogenous Depreciation and the Structural Jevons Paradox. arXiv:2601.12339. https://arxiv.org/abs/2601.12339", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2601.12339", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Economics of Digital Intelligence Capital", "summary": "Models competition among AI producers, endogenous capital depreciation, compute-demand responses, and feedback-driven concentration under stated economic assumptions.", "title": "The Economics of Digital Intelligence Capital: Endogenous Depreciation and the Structural Jevons Paradox", "url": "https://arxiv.org/abs/2601.12339", "venue": null, "visibility": "public", "work_id": "discovery-intelligence-capital", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://ssrn.com/abstract=6372438" }, "author": "Matija Franklin; Nenad Tomašev; Julian Jacobs; Joel Z. Leibo; Simon Osindero", "author_full": "Matija Franklin; Nenad Tomašev; Julian Jacobs; Joel Z. Leibo; Simon Osindero", "authors": [ { "literal": "Matija Franklin; Nenad Tomašev; Julian Jacobs; Joel Z. Leibo; Simon Osindero" } ], "branch_subcategories": [ "C5", "C8" ], "citation": "Matija Franklin; Nenad Tomašev; Julian Jacobs; Joel Z. Leibo; Simon Osindero (2026). AI Agent Traps. SSRN, 6372438. https://ssrn.com/abstract=6372438", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Working paper and threat taxonomy; not proof that a particular recorded incident occurred.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Working paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Agent Traps", "summary": "Analyzes adversarial environments designed to divert tool-using agents, broadening safety analysis beyond isolated model prompts.", "title": "AI Agent Traps", "url": "https://ssrn.com/abstract=6372438", "venue": null, "visibility": "public", "work_id": "discovery-agent-traps", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2311.08379" }, "author": "Joe Carlsmith", "author_full": "Joe Carlsmith", "authors": [ { "literal": "Joe Carlsmith" } ], "branch_subcategories": [ "G1" ], "citation": "Joe Carlsmith (2023). Scheming AIs: Will AIs Fake Alignment during Training in Order to Get Power?. arXiv:2311.08379. https://arxiv.org/abs/2311.08379", "concept_edges": [ "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2311.08379", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Research report", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Scheming AIs", "summary": "Analyzes conditions under which advanced goal-directed AI might behave acceptably during training for strategically deceptive reasons.", "title": "Scheming AIs: Will AIs Fake Alignment during Training in Order to Get Power?", "url": "https://arxiv.org/abs/2311.08379", "venue": null, "visibility": "public", "work_id": "discovery-scheming-ais", "year": "2023" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1609%2Faaaiss.v8i1.42545" }, "author": "Michael Timothy Bennett", "author_full": "Michael Timothy Bennett", "authors": [ { "family": "Bennett", "given": "Michael Timothy" } ], "branch_subcategories": [ "P1" ], "citation": "Michael Timothy Bennett (2026). A Mind Cannot Be Smeared across Time. Proceedings of the AAAI Symposium Series, 8(1), 213–219. https://doi.org/10.1609/aaaiss.v8i1.42545", "concept_edges": [ "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Published version replaces the screenshot’s StrongSync/WeakSync terminology with Chord/Arpeggio.", "identifiers": { "arxiv": null, "doi": "10.1609/aaaiss.v8i1.42545", "isbn": null }, "issued": [ 2026, 5, 18 ], "lifecycle": "active", "publication_type": "Symposium paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Temporal Unity and Machine Consciousness", "summary": "Formalizes a distinction between concurrent and temporally distributed realization, arguing against sequential-substrate consciousness under a co-instantiation postulate.", "title": "A Mind Cannot Be Smeared across Time", "url": "https://doi.org/10.1609/aaaiss.v8i1.42545", "venue": "Proceedings of the AAAI Symposium Series", "visibility": "public", "work_id": "discovery-temporal-consciousness", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.12837" }, "author": "Ricard Solé; Luís F. Seoane; Jordi Pla-Mauri; Michael Timothy Bennett; Michael E. Hochberg; Michael Levin", "author_full": "Ricard Solé; Luís F. Seoane; Jordi Pla-Mauri; Michael Timothy Bennett; Michael E. Hochberg; Michael Levin", "authors": [ { "literal": "Ricard Solé; Luís F. Seoane; Jordi Pla-Mauri; Michael Timothy Bennett; Michael E. Hochberg; Michael Levin" } ], "branch_subcategories": [ "P5", "P1" ], "citation": "Ricard Solé; Luís F. Seoane; Jordi Pla-Mauri; Michael Timothy Bennett; Michael E. Hochberg; Michael Levin (2026). Cognition Spaces: Natural, Artificial, and Hybrid. arXiv:2601.12837. https://arxiv.org/abs/2601.12837", "concept_edges": [ "simulation_vs_participation", "non_symbolic_barrier" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": "2601.12837", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Cognition Spaces", "summary": "Proposes multidimensional comparisons of cognitive capacities across biological, artificial, and hybrid systems rather than a single substrate-based category.", "title": "Cognition Spaces: Natural, Artificial, and Hybrid", "url": "https://arxiv.org/abs/2601.12837", "venue": null, "visibility": "public", "work_id": "discovery-cognition-spaces", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2601.07364" }, "author": "Joseph Chen", "author_full": "Joseph Chen", "authors": [ { "literal": "Joseph Chen" } ], "branch_subcategories": [ "P4" ], "citation": "Joseph Chen (2026). On the Universal Definition of Intelligence. arXiv:2601.07364. https://arxiv.org/abs/2601.07364", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Conceptual preprint, not an accepted universal definition or validated measurement scale.", "identifiers": { "arxiv": "2601.07364", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Defining Intelligence", "summary": "Assesses definitions of intelligence through conceptual-clarification criteria and proposes prediction plus the capacity to benefit from prediction.", "title": "On the Universal Definition of Intelligence", "url": "https://arxiv.org/abs/2601.07364", "venue": null, "visibility": "public", "work_id": "discovery-intelligence-definition", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://economics.mit.edu/sites/default/files/2026-06/Automation%20and%20Repression.pdf" }, "author": "Daron Acemoglu; A. Arda Gitmez; Mehdi Shadmehr", "author_full": "Daron Acemoglu; A. Arda Gitmez; Mehdi Shadmehr", "authors": [ { "literal": "Daron Acemoglu; A. Arda Gitmez; Mehdi Shadmehr" } ], "branch_subcategories": [ "G9", "G2" ], "citation": "Daron Acemoglu; A. Arda Gitmez; Mehdi Shadmehr (2026). Automation and Repression. MIT Economics, 5 June 2026. https://economics.mit.edu/sites/default/files/2026-06/Automation%20and%20Repression.pdf", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Working paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Automation and Repression", "summary": "Develops a political-economic model linking automation choices to redistribution, repression, and the incentives of different political regimes.", "title": "Automation and Repression", "url": "https://economics.mit.edu/sites/default/files/2026-06/Automation%20and%20Repression.pdf", "venue": null, "visibility": "public", "work_id": "discovery-automation-repression", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://pages.gseis.ucla.edu/faculty/agre/critical.html" }, "author": "Philip E. Agre", "author_full": "Philip E. Agre", "authors": [ { "literal": "Philip E. Agre" } ], "branch_subcategories": [ "P5", "P3" ], "citation": "Philip E. Agre (1997). Toward a Critical Technical Practice: Lessons Learned in Trying to Reform AI. In Bridging the Great Divide: Social Science, Technical Systems, and Cooperative Work, Erlbaum. https://pages.gseis.ucla.edu/faculty/agre/critical.html", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Author web version differs in minor ways from the printed chapter; no exact print-page quotation is claimed.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Critical Technical Practice", "summary": "Develops a practice joining technical AI construction with critical examination of the concepts and assumptions built into representations and systems.", "title": "Toward a Critical Technical Practice: Lessons Learned in Trying to Reform AI", "url": "https://pages.gseis.ucla.edu/faculty/agre/critical.html", "venue": null, "visibility": "public", "work_id": "discovery-critical-technical-practice", "year": "1997" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2F9780197787830.001.0001" }, "author": "Amie L. Thomasson", "author_full": "Amie L. Thomasson", "authors": [ { "family": "Thomasson", "given": "Amie L" } ], "branch_subcategories": [ "P9", "P3" ], "citation": "Amie L. Thomasson (2025). Rethinking Metaphysics. Oxford University Press. https://doi.org/10.1093/9780197787830.001.0001", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/9780197787830.001.0001", "isbn": null }, "issued": [ 2025, 2, 25 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Rethinking Metaphysics", "summary": "Proposes understanding metaphysics through the varied functions of discourse and through conceptual engineering rather than treating every discourse as descriptive science.", "title": "Rethinking Metaphysics", "url": "https://doi.org/10.1093/9780197787830.001.0001", "venue": null, "visibility": "public", "work_id": "discovery-rethinking-metaphysics", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Normal Accidents”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://api.crossref.org/works/10.1515%2F9781400828494" }, "author": "Charles Perrow", "author_full": "Charles Perrow", "authors": [ { "literal": "Charles Perrow" } ], "branch_subcategories": [ "G1", "G2" ], "citation": "Charles Perrow (1999). Normal Accidents: Living with High-Risk Technologies. Princeton University Press, updated edition. https://doi.org/10.1515/9781400828494", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Original book published in 1984; cited updated edition is 1999.", "identifiers": { "arxiv": null, "doi": "10.1515/9781400828494", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Normal Accidents", "summary": "Analyzes how interactive complexity and tight coupling can generate system-level accidents that cannot be reduced to a single operator mistake.", "title": "Normal Accidents: Living with High-Risk Technologies", "url": "https://doi.org/10.1515/9781400828494", "venue": null, "visibility": "public", "work_id": "discovery-normal-accidents", "year": "1999" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs44222-026-00447-1" }, "author": "Brian D. Earp; Anne-Sophie Guernon; Sebastian Porsdam Mann", "author_full": "Brian D. Earp; Anne-Sophie Guernon; Sebastian Porsdam Mann", "authors": [ { "family": "Earp", "given": "Brian D." }, { "family": "Guernon", "given": "Anne-Sophie" }, { "family": "Porsdam Mann", "given": "Sebastian" } ], "branch_subcategories": [ "G2" ], "citation": "Brian D. Earp; Anne-Sophie Guernon; Sebastian Porsdam Mann (2026). Thinking Is Not Only Writing. Nature Reviews Bioengineering, 4, 479–480. https://doi.org/10.1038/s44222-026-00447-1", "concept_edges": [ "reflexive_situatedness_R", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Scholarly commentary, not an experiment establishing the effects of AI-assisted writing.", "identifiers": { "arxiv": null, "doi": "10.1038/s44222-026-00447-1", "isbn": null }, "issued": [ 2026, 5, 13 ], "lifecycle": "active", "publication_type": "Comment", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Thinking Is Not Only Writing", "summary": "Argues that intellectual contribution and responsible authorship should not be equated exclusively with the physical production of prose.", "title": "Thinking Is Not Only Writing", "url": "https://doi.org/10.1038/s44222-026-00447-1", "venue": "Nature Reviews Bioengineering", "visibility": "public", "work_id": "discovery-thinking-writing", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.2307%2F2274239" }, "author": "Carlos E. Alchourrón; Peter Gärdenfors; David Makinson", "author_full": "Carlos E. Alchourrón; Peter Gärdenfors; David Makinson", "authors": [ { "family": "Alchourrón", "given": "Carlos E." }, { "family": "Gärdenfors", "given": "Peter" }, { "family": "Makinson", "given": "David" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Carlos E. Alchourrón; Peter Gärdenfors; David Makinson (1985). On the Logic of Theory Change: Partial Meet Contraction and Revision Functions. The Journal of Symbolic Logic, 50(2), 510–530. https://doi.org/10.2307/2274239", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.2307/2274239", "isbn": null }, "issued": [ 1985, 6 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AGM Belief Revision", "summary": "Characterizes rational contraction and revision of belief sets through postulates and partial-meet constructions.", "title": "On the Logic of Theory Change: Partial Meet Contraction and Revision Functions", "url": "https://doi.org/10.2307/2274239", "venue": "Journal of Symbolic Logic", "visibility": "public", "work_id": "essay-ref-agm", "year": "1985" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1111%2Fcoep.70035" }, "author": "Matthew Baird; Mar Carpanelli; Brian Xu; Kevin Xu", "author_full": "Matthew Baird; Mar Carpanelli; Brian Xu; Kevin Xu", "authors": [ { "family": "Baird", "given": "Matthew" }, { "family": "Carpanelli", "given": "Mar" }, { "family": "Xu", "given": "Brian" }, { "family": "Xu", "given": "Kevin" } ], "branch_subcategories": [ "G9" ], "citation": "Matthew Baird; Mar Carpanelli; Brian Xu; Kevin Xu (2026). Firms’ GitHub Copilot Adoption and Labor Market Outcomes for Software Engineers. Contemporary Economic Policy, advance online publication, 1–22. https://doi.org/10.1111/coep.70035", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Observational firm-level evidence, not a controlled test of Coherence or a universal labor-market forecast.", "identifiers": { "arxiv": null, "doi": "10.1111/coep.70035", "isbn": null }, "issued": [ 2026, 4, 22 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Copilot Adoption and Software Employment", "summary": "Links firm adoption of Copilot with employment and skill data, reporting increased software-engineer hiring and a shift toward complementary non-programming skills.", "title": "Firms’ GitHub Copilot Adoption and Labor Market Outcomes for Software Engineers", "url": "https://doi.org/10.1111/coep.70035", "venue": "Contemporary Economic Policy", "visibility": "public", "work_id": "essay-ref-copilot-labor", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “On the Dangers of Stochastic Parrots”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://api.crossref.org/works/10.1145%2F3442188.3445922" }, "author": "Emily M. Bender; Timnit Gebru; Angelina McMillan-Major; Shmargaret Shmitchell", "author_full": "Emily M. Bender; Timnit Gebru; Angelina McMillan-Major; Shmargaret Shmitchell", "authors": [ { "literal": "Emily M. Bender; Timnit Gebru; Angelina McMillan-Major; Shmargaret Shmitchell" } ], "branch_subcategories": [ "G1", "G4", "G5" ], "citation": "Emily M. Bender; Timnit Gebru; Angelina McMillan-Major; Shmargaret Shmitchell (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?. FAccT, 610–623. https://doi.org/10.1145/3442188.3445922", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1145/3442188.3445922", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Stochastic Parrots", "summary": "Examines environmental, data, bias, and meaning-related risks of large language models and calls for research grounded in affected communities and accountable goals.", "title": "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?", "url": "https://doi.org/10.1145/3442188.3445922", "venue": null, "visibility": "public", "work_id": "essay-ref-stochastic-parrots", "year": "2021" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2Foso%2F9780198801856.001.0001" }, "author": "Alexis Burgess; Herman Cappelen; David Plunkett (editors)", "author_full": "Alexis Burgess; Herman Cappelen; David Plunkett (editors)", "authors": [ { "literal": "Alexis Burgess; Herman Cappelen; David Plunkett (editors)" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Alexis Burgess; Herman Cappelen; David Plunkett (editors) (2020). Conceptual Engineering and Conceptual Ethics. Oxford University Press. https://doi.org/10.1093/oso/9780198801856.001.0001", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/oso/9780198801856.001.0001", "isbn": null }, "issued": [ 2020, 1, 23 ], "lifecycle": "active", "publication_type": "Edited book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Conceptual Engineering and Conceptual Ethics", "summary": "Collects arguments for, critiques of, and applications of assessing and improving concepts rather than only describing existing usage.", "title": "Conceptual Engineering and Conceptual Ethics", "url": "https://doi.org/10.1093/oso/9780198801856.001.0001", "venue": null, "visibility": "public", "work_id": "essay-ref-conceptual-engineering", "year": "2020" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “Fixing Language”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://api.crossref.org/works/10.1093%2Foso%2F9780198814719.001.0001" }, "author": "Herman Cappelen", "author_full": "Herman Cappelen", "authors": [ { "literal": "Herman Cappelen" } ], "branch_subcategories": [ "P3", "P4" ], "citation": "Herman Cappelen (2018). Fixing Language: An Essay on Conceptual Engineering. Oxford University Press. https://doi.org/10.1093/oso/9780198814719.001.0001", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/oso/9780198814719.001.0001", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Fixing Language", "summary": "Studies how representational devices can be defective, how they might be improved, and the limits and implementation problems of conceptual revision.", "title": "Fixing Language: An Essay on Conceptual Engineering", "url": "https://doi.org/10.1093/oso/9780198814719.001.0001", "venue": null, "visibility": "public", "work_id": "essay-ref-fixing-language", "year": "2018" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "abstract", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Assumption-context management, as described in the abstract; not an implementation of Coherence’s historical ledger or publication gate.", "source_url": "https://www.sciencedirect.com/science/article/pii/0004370286900809" }, "author": "Johan de Kleer", "author_full": "Johan de Kleer", "authors": [ { "family": "de Kleer", "given": "Johan" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Johan de Kleer (1986). An Assumption-Based TMS. Artificial Intelligence, 28(2), 127–162. https://doi.org/10.1016/0004-3702(86)90080-9", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Artificial Intelligence 28(2), 127–162 (1986); publisher abstract", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1016/0004-3702(86)90080-9", "isbn": null }, "issued": [ 1986, 3 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Assumption-Based Truth Maintenance", "summary": "Tracks assumption sets supporting conclusions so that multiple, potentially inconsistent contexts can be explored without repeatedly reconstructing their shared consequences.", "title": "An Assumption-Based TMS", "url": "https://doi.org/10.1016/0004-3702(86)90080-9", "venue": "Artificial Intelligence", "visibility": "public", "work_id": "essay-ref-assumption-tms", "year": "1986" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2Fj.actpsy.2025.105945" }, "author": "Xiaotong Ding; Cai Xing", "author_full": "Xiaotong Ding; Cai Xing", "authors": [ { "family": "Ding", "given": "Xiaotong" }, { "family": "Xing", "given": "Cai" } ], "branch_subcategories": [ "G3", "G5" ], "citation": "Xiaotong Ding; Cai Xing (2025). Trust in AI vs. Human Doctors: The Roles of Subjective Understanding, Perceived Epistemic Authority and Social Proof. Acta Psychologica, 261, 105945. https://doi.org/10.1016/j.actpsy.2025.105945", "concept_edges": [ "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "A trust-perception study, not a clinical effectiveness trial.", "identifiers": { "arxiv": null, "doi": "10.1016/j.actpsy.2025.105945", "isbn": null }, "issued": [ 2025, 11 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Doctors and Perceived Epistemic Authority", "summary": "Four studies examine how subjective understanding and perceived epistemic authority contribute to differences in trust in AI and human doctors, with social proof as a boundary condition.", "title": "Trust in AI vs. Human Doctors: The Roles of Subjective Understanding, Perceived Epistemic Authority and Social Proof", "url": "https://doi.org/10.1016/j.actpsy.2025.105945", "venue": "Acta Psychologica", "visibility": "public", "work_id": "essay-ref-doctor-trust", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://linkinghub.elsevier.com/retrieve/pii/0004370279900080" }, "author": "Jon Doyle", "author_full": "Jon Doyle", "authors": [ { "literal": "Jon Doyle" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Jon Doyle (1979). A Truth Maintenance System. Artificial Intelligence, 12(3), 231–272. https://doi.org/10.1016/0004-3702(79)90008-0", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1016/0004-3702(79)90008-0", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Truth Maintenance and Dependency Revision", "summary": "Records reasons for beliefs and revises assumptions and their dependent conclusions, supporting explanations and dependency-directed backtracking.", "title": "A Truth Maintenance System", "url": "https://doi.org/10.1016/0004-3702(79)90008-0", "venue": null, "visibility": "public", "work_id": "essay-ref-truth-maintenance", "year": "1979" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Argument acceptance in a fixed attack framework, not the essay’s additional temporal governance and release conditions.", "source_url": "https://cse-robotics.engr.tamu.edu/dshell/cs631/papers/dung95acceptability.pdf" }, "author": "Phan Minh Dung", "author_full": "Phan Minh Dung", "authors": [ { "family": "Dung", "given": "Phan Minh" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Phan Minh Dung (1995). On the Acceptability of Arguments and Its Fundamental Role in Nonmonotonic Reasoning, Logic Programming and n-Person Games. Artificial Intelligence, 77(2), 321–357. https://doi.org/10.1016/0004-3702(94)00041-X", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Artificial Intelligence 77 (1995), 321–357; university-hosted article PDF", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1016/0004-3702(94)00041-X", "isbn": null }, "issued": [ 1995, 9 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Dung’s Abstract Argumentation", "summary": "Defines argument acceptability through abstract attack relations, providing a shared semantics for forms of nonmonotonic reasoning and related computational systems.", "title": "On the Acceptability of Arguments and Its Fundamental Role in Nonmonotonic Reasoning, Logic Programming and n-Person Games", "url": "https://doi.org/10.1016/0004-3702(94)00041-X", "venue": "Artificial Intelligence", "visibility": "public", "work_id": "essay-ref-dung-arguments", "year": "1995" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.3386%2Fw34712" }, "author": "Joshua S. Gans", "author_full": "Joshua S. Gans", "authors": [ { "family": "Gans", "given": "Joshua" } ], "branch_subcategories": [ "G9", "G1" ], "citation": "Joshua S. Gans (2026). Artificial Jagged Intelligence: When AI Benchmarks Misstate Deployment Value. NBER Working Paper 34712, revised June 2026. https://doi.org/10.3386/w34712", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Economic model, not a field experiment; earlier version titled A Model of Artificial Jagged Intelligence.", "identifiers": { "arxiv": null, "doi": "10.3386/w34712", "isbn": null }, "issued": [ 2026, 1 ], "lifecycle": "active", "publication_type": "Working paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Benchmarks and Jagged Deployment Reliability", "summary": "Models the mismatch between benchmark task distributions and organizational workflows, showing how uneven performance changes adoption, auditing, and verification value.", "title": "Artificial Jagged Intelligence: When AI Benchmarks Misstate Deployment Value", "url": "https://doi.org/10.3386/w34712", "venue": null, "visibility": "public", "work_id": "essay-ref-jagged-intelligence", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.gartner.com/en/newsroom/press-releases/2026-07-27-gartner-forecasts-worldwide-it-spending-to-grow-14-point-2-percent-in-2026-totaling-6-point-37-trillion" }, "author": "Gartner", "author_full": "Gartner", "authors": [ { "literal": "Gartner" } ], "branch_subcategories": [ "G9" ], "citation": "Gartner (2026). Gartner Forecasts Worldwide IT Spending to Grow 14.2% in 2026, Totaling $6.37 Trillion. Newsroom release, 27 July. https://www.gartner.com/en/newsroom/press-releases/2026-07-27-gartner-forecasts-worldwide-it-spending-to-grow-14-point-2-percent-in-2026-totaling-6-point-37-trillion", "concept_edges": [ "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "A dated commercial forecast, not realized expenditure, a peer-reviewed study, or independent evidence that Coherence is correct.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Industry forecast", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "IT Spending Forecast — July 2026", "summary": "Reports Gartner’s July 2026 projection for worldwide IT spending and the contribution of AI-related infrastructure investment.", "title": "Gartner Forecasts Worldwide IT Spending to Grow 14.2% in 2026, Totaling $6.37 Trillion", "url": "https://www.gartner.com/en/newsroom/press-releases/2026-07-27-gartner-forecasts-worldwide-it-spending-to-grow-14-point-2-percent-in-2026-totaling-6-point-37-trillion", "venue": null, "visibility": "public", "work_id": "essay-ref-gartner-spending", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://www.advancedreasoningforum.org/publications/fallacies.htm" }, "author": "C. L. Hamblin", "author_full": "C. L. Hamblin", "authors": [ { "literal": "C. L. Hamblin" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "C. L. Hamblin (1970). Fallacies. Methuen; current reproduction by Advanced Reasoning Forum. https://www.advancedreasoningforum.org/publications/fallacies.htm", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "The source is a reproduction of the 1970 text, not a newly authored study.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Hamblin’s Fallacies", "summary": "Reassesses traditional treatments of fallacies and develops an account of argument through the rules and commitments of dialogue.", "title": "Fallacies", "url": "https://www.advancedreasoningforum.org/publications/fallacies.htm", "venue": null, "visibility": "public", "work_id": "essay-ref-fallacies", "year": "1970" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1016%2Fj.neuron.2017.06.011" }, "author": "Demis Hassabis; Dharshan Kumaran; Christopher Summerfield; Matthew Botvinick", "author_full": "Demis Hassabis; Dharshan Kumaran; Christopher Summerfield; Matthew Botvinick", "authors": [ { "family": "Hassabis", "given": "Demis" }, { "family": "Kumaran", "given": "Dharshan" }, { "family": "Summerfield", "given": "Christopher" }, { "family": "Botvinick", "given": "Matthew" } ], "branch_subcategories": [ "C2", "C3" ], "citation": "Demis Hassabis; Dharshan Kumaran; Christopher Summerfield; Matthew Botvinick (2017). Neuroscience-Inspired Artificial Intelligence. Neuron, 95(2), 245–258. https://doi.org/10.1016/j.neuron.2017.06.011", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1016/j.neuron.2017.06.011", "isbn": null }, "issued": [ 2017, 7 ], "lifecycle": "active", "publication_type": "Review article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Neuroscience-Inspired AI", "summary": "Reviews exchanges between neuroscience and AI and argues that biological mechanisms can inspire learning, memory, and reasoning architectures.", "title": "Neuroscience-Inspired Artificial Intelligence", "url": "https://doi.org/10.1016/j.neuron.2017.06.011", "venue": "Neuron", "visibility": "public", "work_id": "essay-ref-neuroscience-ai", "year": "2017" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://www.amacad.org/publication/daedalus/ai-ultimate-tool-science-conversation-demis-hassabis" }, "author": "Demis Hassabis; James M. Manyika", "author_full": "Demis Hassabis; James M. Manyika", "authors": [ { "literal": "Demis Hassabis; James M. Manyika" } ], "branch_subcategories": [ "C2", "C4" ], "citation": "Demis Hassabis; James M. Manyika (2026). AI as the Ultimate Tool for Science: A Conversation with Demis Hassabis. Dædalus, 155(1–2), 34–44. https://www.amacad.org/publication/daedalus/ai-ultimate-tool-science-conversation-demis-hassabis", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Published interview, not a controlled study; DOI 10.1162/daed.a.971.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Interview", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI as a Tool for Science", "summary": "Discusses AI’s role in scientific discovery, including protein structure, tractable scientific problems, and the importance of the scientific method.", "title": "AI as the Ultimate Tool for Science: A Conversation with Demis Hassabis", "url": "https://www.amacad.org/publication/daedalus/ai-ultimate-tool-science-conversation-demis-hassabis", "venue": null, "visibility": "public", "work_id": "essay-ref-ai-science-conversation", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.4159%2Fharvard.9780674074590.c23" }, "author": "John Haugeland", "author_full": "John Haugeland", "authors": [ { "literal": "John Haugeland" } ], "branch_subcategories": [ "P5", "P2" ], "citation": "John Haugeland (2013). Authentic Intentionality (2002). J. Rouse (Ed.), Dasein Disclosed, 260–276, Harvard University Press. https://doi.org/10.4159/harvard.9780674074590.c23", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "2013 collection of a 2002 essay, not a new 2013 empirical study.", "identifiers": { "arxiv": null, "doi": "10.4159/harvard.9780674074590.c23", "isbn": null }, "issued": [ 2013, 3, 1 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Authentic Intentionality", "summary": "Connects objective understanding with self-criticism, commitment to constitutive standards, and responsibility for a way of understanding the world.", "title": "Authentic Intentionality (2002)", "url": "https://doi.org/10.4159/harvard.9780674074590.c23", "venue": "Dasein Disclosed", "visibility": "public", "work_id": "essay-ref-authentic-intentionality", "year": "2013" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://proceedings.mlr.press/v235/huh24a.html" }, "author": "Minyoung Huh; Brian Cheung; Tongzhou Wang; Phillip Isola", "author_full": "Minyoung Huh; Brian Cheung; Tongzhou Wang; Phillip Isola", "authors": [ { "literal": "Minyoung Huh; Brian Cheung; Tongzhou Wang; Phillip Isola" } ], "branch_subcategories": [ "C1", "C3" ], "citation": "Minyoung Huh; Brian Cheung; Tongzhou Wang; Phillip Isola (2024). Position: The Platonic Representation Hypothesis. PMLR, 235, 20617–20642. https://proceedings.mlr.press/v235/huh24a.html", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference position paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Platonic Representation Hypothesis", "summary": "Hypothesizes convergence among representations learned by different models and modalities, using empirical comparisons to motivate a shared statistical structure.", "title": "Position: The Platonic Representation Hypothesis", "url": "https://proceedings.mlr.press/v235/huh24a.html", "venue": null, "visibility": "public", "work_id": "essay-ref-platonic-representation", "year": "2024" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2607.23929" }, "author": "Xiaoyang Li; Yiqi Wang; Haohui Lu; Zhi Chen; Mo Li; Pingan Song; Mingkai Zheng; Taotao Cai", "author_full": "Xiaoyang Li; Yiqi Wang; Haohui Lu; Zhi Chen; Mo Li; Pingan Song; Mingkai Zheng; Taotao Cai", "authors": [ { "literal": "Xiaoyang Li; Yiqi Wang; Haohui Lu; Zhi Chen; Mo Li; Pingan Song; Mingkai Zheng; Taotao Cai" } ], "branch_subcategories": [ "C2", "C5", "C7" ], "citation": "Xiaoyang Li; Yiqi Wang; Haohui Lu; Zhi Chen; Mo Li; Pingan Song; Mingkai Zheng; Taotao Cai (2026). MemTX: Transactional Belief Commit for Stateful Agent Memory. arXiv:2607.23929. https://arxiv.org/abs/2607.23929", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Preprint; current arXiv author list includes Mingkai Zheng, omitted in the supplied essay bibliography. No claim that the authors implement or endorse Coherence.", "identifiers": { "arxiv": "2607.23929", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "MemTX — Transactional Belief Commit", "summary": "Stages memory writes, validates them before commit, gates tool actions on committed state, and repairs dependent beliefs after invalidation.", "title": "MemTX: Transactional Belief Commit for Stateful Agent Memory", "url": "https://arxiv.org/abs/2607.23929", "venue": null, "visibility": "public", "work_id": "essay-ref-memtx", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2504.07139" }, "author": "Nestor Maslej; Loredana Fattorini; Raymond Perrault; Yolanda Gil; Vanessa Parli; Njenga Kariuki; Emily Capstick; Anka Reuel; Erik Brynjolfsson; John Etchemendy; Katrina Ligett; Terah Lyons; James Manyika; Juan Carlos Niebles; Yoav Shoham; Russell Wald; Toby Walsh; Armin Hamrah; Lapo Santarlasci; Julia Betts Lotufo; Alexandra Rome; Andrew Shi; Sukrut Oak", "author_full": "Nestor Maslej; Loredana Fattorini; Raymond Perrault; Yolanda Gil; Vanessa Parli; Njenga Kariuki; Emily Capstick; Anka Reuel; Erik Brynjolfsson; John Etchemendy; Katrina Ligett; Terah Lyons; James Manyika; Juan Carlos Niebles; Yoav Shoham; Russell Wald; Toby Walsh; Armin Hamrah; Lapo Santarlasci; Julia Betts Lotufo; Alexandra Rome; Andrew Shi; Sukrut Oak", "authors": [ { "literal": "Nestor Maslej; Loredana Fattorini; Raymond Perrault; Yolanda Gil; Vanessa Parli; Njenga Kariuki; Emily Capstick; Anka Reuel; Erik Brynjolfsson; John Etchemendy; Katrina Ligett; Terah Lyons; James Manyika; Juan Carlos Niebles; Yoav Shoham; Russell Wald; Toby Walsh; Armin Hamrah; Lapo Santarlasci; Julia Betts Lotufo; Alexandra Rome; Andrew Shi; Sukrut Oak" } ], "branch_subcategories": [ "G9", "G1" ], "citation": "Nestor Maslej; Loredana Fattorini; Raymond Perrault; Yolanda Gil; Vanessa Parli; Njenga Kariuki; Emily Capstick; Anka Reuel; Erik Brynjolfsson; John Etchemendy; Katrina Ligett; Terah Lyons; James Manyika; Juan Carlos Niebles; Yoav Shoham; Russell Wald; Toby Walsh; Armin Hamrah; Lapo Santarlasci; Julia Betts Lotufo; Alexandra Rome; Andrew Shi; Sukrut Oak (2025). Artificial Intelligence Index Report 2025. Stanford Institute for Human-Centered AI; arXiv:2504.07139. https://arxiv.org/abs/2504.07139", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "Distinct annual edition from the existing AI Index 2026 node.", "identifiers": { "arxiv": "2504.07139", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Research report", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Index 2025", "summary": "Compiles evidence on AI capability, economics, scientific use, policy, and responsible-AI practices, tracking changes across years.", "title": "Artificial Intelligence Index Report 2025", "url": "https://arxiv.org/abs/2504.07139", "venue": null, "visibility": "public", "work_id": "essay-ref-ai-index-2025", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1038%2Fs42256-019-0114-4" }, "author": "Brent Mittelstadt", "author_full": "Brent Mittelstadt", "authors": [ { "family": "Mittelstadt", "given": "Brent" } ], "branch_subcategories": [ "G1", "G2" ], "citation": "Brent Mittelstadt (2019). Principles Alone Cannot Guarantee Ethical AI. Nature Machine Intelligence, 1(11), 501–507. https://doi.org/10.1038/s42256-019-0114-4", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1038/s42256-019-0114-4", "isbn": null }, "issued": [ 2019, 11, 4 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Principles Alone Cannot Guarantee Ethical AI", "summary": "Argues that high-level ethical principles are inadequate without the professional, institutional, and accountability arrangements needed to implement them.", "title": "Principles Alone Cannot Guarantee Ethical AI", "url": "https://doi.org/10.1038/s42256-019-0114-4", "venue": "Nature Machine Intelligence", "visibility": "public", "work_id": "essay-ref-principles-alone", "year": "2019" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "A candidate representation of defeat; Coherence’s relevance policy still determines which material must enter the representation.", "source_url": "https://webspace.science.uu.nl/~prakk101/pubs/ASPICtutorial.pdf" }, "author": "Sanjay Modgil; Henry Prakken", "author_full": "Sanjay Modgil; Henry Prakken", "authors": [ { "family": "Modgil", "given": "Sanjay" }, { "family": "Prakken", "given": "Henry" } ], "branch_subcategories": [ "C1", "C2" ], "citation": "Sanjay Modgil; Henry Prakken (2014). The ASPIC+ Framework for Structured Argumentation: A Tutorial. Argument & Computation, 5(1), 31–62. https://doi.org/10.1080/19462166.2013.869766", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Author-hosted accepted manuscript, 16 December 2013; published 2014", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1080/19462166.2013.869766", "isbn": null }, "issued": [ 2014, 1, 2 ], "lifecycle": "active", "publication_type": "Tutorial article", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "ASPIC+ Structured Argumentation", "summary": "Explains a framework combining strict and defeasible inference, attacks on premises and inferences, and preferences for resolving conflicts between structured arguments.", "title": "The ASPIC+ Framework for Structured Argumentation: A Tutorial", "url": "https://doi.org/10.1080/19462166.2013.869766", "venue": "Argument & Computation", "visibility": "public", "work_id": "essay-ref-aspic", "year": "2014" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2604.04103" }, "author": "Mahyar Tourchi Moghaddam", "author_full": "Mahyar Tourchi Moghaddam", "authors": [ { "literal": "Mahyar Tourchi Moghaddam" } ], "branch_subcategories": [ "C5", "C7" ], "citation": "Mahyar Tourchi Moghaddam (2026). Compliance-by-Construction Argument Graphs: Using Generative AI to Produce Evidence-Linked Formal Arguments for Certification-Grade Accountability. IEEE FACCT, 21–26; author preprint arXiv:2604.04103. https://arxiv.org/abs/2604.04103", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "DOI 10.1109/FACCT71761.2026.00009; source opens the author’s online preprint.", "identifiers": { "arxiv": "2604.04103", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Compliance-by-Construction Argument Graphs", "summary": "Proposes evidence-linked typed argument graphs, retrieval-assisted drafting, deterministic validation, and a provenance ledger, illustrated through enforceable invariants and worked examples.", "title": "Compliance-by-Construction Argument Graphs: Using Generative AI to Produce Evidence-Linked Formal Arguments for Certification-Grade Accountability", "url": "https://arxiv.org/abs/2604.04103", "venue": null, "visibility": "public", "work_id": "essay-ref-compliance-graphs", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://linkinghub.elsevier.com/retrieve/pii/S2215036625003967" }, "author": "Hamilton Morrin; Luke Nicholls; Michael Levin; Jenny Yiend; Udita Iyengar; Francesca DelGuidice; Sagnik Bhattacharya; Stefania Tognin; James MacCabe; Ricardo Twumasi; Ben Alderson-Day; Thomas A. Pollak", "author_full": "Hamilton Morrin; Luke Nicholls; Michael Levin; Jenny Yiend; Udita Iyengar; Francesca DelGuidice; Sagnik Bhattacharya; Stefania Tognin; James MacCabe; Ricardo Twumasi; Ben Alderson-Day; Thomas A. Pollak", "authors": [ { "literal": "Hamilton Morrin; Luke Nicholls; Michael Levin; Jenny Yiend; Udita Iyengar; Francesca DelGuidice; Sagnik Bhattacharya; Stefania Tognin; James MacCabe; Ricardo Twumasi; Ben Alderson-Day; Thomas A. Pollak" } ], "branch_subcategories": [ "G3", "G5" ], "citation": "Hamilton Morrin; Luke Nicholls; Michael Levin; Jenny Yiend; Udita Iyengar; Francesca DelGuidice; Sagnik Bhattacharya; Stefania Tognin; James MacCabe; Ricardo Twumasi; Ben Alderson-Day; Thomas A. Pollak (2026). Artificial Intelligence-Associated Delusions and Large Language Models: Risks, Mechanisms of Delusion Co-Creation, and Safeguarding Strategies. The Lancet Psychiatry, 13(6), 522–530. https://doi.org/10.1016/S2215-0366(25)00396-7", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "governance", "edition_note": "Not a controlled causal study, a diagnostic standard, or evidence that all chatbot use causes psychosis.", "identifiers": { "arxiv": null, "doi": "10.1016/S2215-0366(25)00396-7", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Personal View", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI-Associated Delusions and Safeguards", "summary": "Discusses reported AI-associated delusions, possible interaction mechanisms, and safeguards, drawing on cases and psychiatric theory.", "title": "Artificial Intelligence-Associated Delusions and Large Language Models: Risks, Mechanisms of Delusion Co-Creation, and Safeguarding Strategies", "url": "https://doi.org/10.1016/S2215-0366(25)00396-7", "venue": null, "visibility": "public", "work_id": "essay-ref-ai-delusions", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “GitHub - yoheinakajima/babyagi at v0.1.0”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://github.com/yoheinakajima/babyagi/tree/v0.1.0" }, "author": "Yohei Nakajima", "author_full": "Yohei Nakajima", "authors": [ { "literal": "Yohei Nakajima" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "Yohei Nakajima (2023). BabyAGI. Version 0.1.0, GitHub. https://github.com/yoheinakajima/babyagi/tree/v0.1.0", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Historical software release, not a peer-reviewed agency evaluation.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Software", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "BabyAGI — Task-Driven Agent", "summary": "An early task-driven agent prototype that iterates execution, task creation, and prioritization using language models and stored context.", "title": "BabyAGI", "url": "https://github.com/yoheinakajima/babyagi/tree/v0.1.0", "venue": null, "visibility": "public", "work_id": "essay-ref-babyagi", "year": "2023" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1207%2Fs15516709cog1104_4" }, "author": "John L. Pollock", "author_full": "John L. Pollock", "authors": [ { "family": "Pollock", "given": "John L." } ], "branch_subcategories": [ "C1", "C2" ], "citation": "John L. Pollock (1987). Defeasible Reasoning. Cognitive Science, 11(4), 481–518. https://doi.org/10.1207/s15516709cog1104_4", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1207/s15516709cog1104_4", "isbn": null }, "issued": [ 1987, 10 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Pollock’s Defeasible Reasoning", "summary": "Develops a theory of warrant based on defeasible reasons and uses it to guide a computational account of reasoning.", "title": "Defeasible Reasoning", "url": "https://doi.org/10.1207/s15516709cog1104_4", "venue": "Cognitive Science", "visibility": "public", "work_id": "essay-ref-defeasible-reasoning", "year": "1987" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1111%2Fropr.12555" }, "author": "Pedro Robles; Daniel J. Mallinson", "author_full": "Pedro Robles; Daniel J. Mallinson", "authors": [ { "family": "Robles", "given": "Pedro" }, { "family": "Mallinson", "given": "Daniel J." } ], "branch_subcategories": [ "G1", "G2", "G5" ], "citation": "Pedro Robles; Daniel J. Mallinson (2025). Artificial Intelligence Technology, Public Trust, and Effective Governance. Review of Policy Research, 42(1), 11–28. https://doi.org/10.1111/ropr.12555", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "First online in 2023; 2025 issue. Observational survey analysis is not proof of causation.", "identifiers": { "arxiv": null, "doi": "10.1111/ropr.12555", "isbn": null }, "issued": [ 2023, 5, 31 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Public Trust and AI Governance", "summary": "Analyzes American public attitudes toward AI and argues that trust needs a central place in governance frameworks and institutional decision-making.", "title": "Artificial Intelligence Technology, Public Trust, and Effective Governance", "url": "https://doi.org/10.1111/ropr.12555", "venue": "Review of Policy Research", "visibility": "public", "work_id": "essay-ref-public-trust", "year": "2023" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Enforceable execution policies; the theorem does not establish semantic correctness or the moral adequacy of a policy.", "source_url": "https://www.cs.cornell.edu/fbs/publications/EnfSecPols.pdf" }, "author": "Fred B. Schneider", "author_full": "Fred B. Schneider", "authors": [ { "family": "Schneider", "given": "Fred B." } ], "branch_subcategories": [ "C5", "C7" ], "citation": "Fred B. Schneider (2000). Enforceable Security Policies. ACM TISSEC, 3(1), 30–50. https://doi.org/10.1145/353323.353382", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "ACM Transactions on Information and System Security 3(1), 30–50 (2000); author-hosted PDF", "correction_status": "not_checked", "domain": "code", "edition_note": "The result concerns a specified class of enforcement mechanisms, not every possible security architecture.", "identifiers": { "arxiv": null, "doi": "10.1145/353323.353382", "isbn": null }, "issued": [ 2000, 2 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Enforceable Security Policies", "summary": "Characterizes the policies enforceable by execution monitoring and introduces security automata for specifying that class.", "title": "Enforceable Security Policies", "url": "https://doi.org/10.1145/353323.353382", "venue": "ACM Transactions on Information and System Security", "visibility": "public", "work_id": "essay-ref-enforceable-policies", "year": "2000" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Qualification of the move from effective technical enforcement to justified governance.", "source_url": "https://andrewselbst.com/wp-content/uploads/2019/10/selbst-et-al-fairness-and-abstraction-in-sociotechnical-systems.pdf" }, "author": "Andrew D. Selbst; danah boyd; Sorelle A. Friedler; Suresh Venkatasubramanian; Janet Vertesi", "author_full": "Andrew D. Selbst; danah boyd; Sorelle A. Friedler; Suresh Venkatasubramanian; Janet Vertesi", "authors": [ { "family": "Selbst", "given": "Andrew D." }, { "family": "Boyd", "given": "Danah" }, { "family": "Friedler", "given": "Sorelle A." }, { "family": "Venkatasubramanian", "given": "Suresh" }, { "family": "Vertesi", "given": "Janet" } ], "branch_subcategories": [ "G1", "G2", "G4" ], "citation": "Andrew D. Selbst; danah boyd; Sorelle A. Friedler; Suresh Venkatasubramanian; Janet Vertesi (2019). Fairness and Abstraction in Sociotechnical Systems. FAccT, 59–68. https://doi.org/10.1145/3287560.3287598", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": "FAT* 2019 published paper; author-hosted PDF", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1145/3287560.3287598", "isbn": null }, "issued": [ 2019, 1, 29 ], "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Fairness and Sociotechnical Abstraction", "summary": "Identifies abstraction traps that arise when fairness-oriented machine learning isolates a technical model from the social context where it operates.", "title": "Fairness and Abstraction in Sociotechnical Systems", "url": "https://doi.org/10.1145/3287560.3287598", "venue": "Proceedings of the Conference on Fairness, Accountability, and Transparency", "visibility": "public", "work_id": "essay-ref-fairness-abstraction", "year": "2019" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1093%2Fmind%2FLXII.247.313" }, "author": "Wilfrid Sellars", "author_full": "Wilfrid Sellars", "authors": [ { "family": "SELLARS", "given": "WILFRID" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Wilfrid Sellars (1953). Inference and Meaning. Mind, 62(247), 313–338. https://doi.org/10.1093/mind/LXII.247.313", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/mind/LXII.247.313", "isbn": null }, "issued": [ 1953 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Inference and Meaning", "summary": "Examines the relation between inferential practices and meaning, with material inference playing a substantive semantic role.", "title": "Inference and Meaning", "url": "https://doi.org/10.1093/mind/LXII.247.313", "venue": "Mind", "visibility": "public", "work_id": "essay-ref-inference-meaning", "year": "1953" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "conflicting", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Identity conflict: source record title is “GitHub - Significant-Gravitas/AutoGPT at v0.1.0”. Existing work identity retained; do not treat its source as verified.", "source_url": "https://github.com/Significant-Gravitas/AutoGPT/tree/v0.1.0" }, "author": "Significant Gravitas", "author_full": "Significant Gravitas", "authors": [ { "literal": "Significant Gravitas" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "Significant Gravitas (2023). AutoGPT. Version 0.1.0, GitHub. https://github.com/Significant-Gravitas/AutoGPT/tree/v0.1.0", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "code", "edition_note": "Historical software release, not an empirical demonstration of general intelligence.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Software", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AutoGPT — Autonomous Task Loop", "summary": "An early language-model agent project that iterates task planning and tool use toward a supplied objective.", "title": "AutoGPT", "url": "https://github.com/Significant-Gravitas/AutoGPT/tree/v0.1.0", "venue": null, "visibility": "public", "work_id": "essay-ref-autogpt", "year": "2023" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://mitpress.mit.edu/9780262051088/computational-reflections/" }, "author": "Brian Cantwell Smith", "author_full": "Brian Cantwell Smith", "authors": [ { "literal": "Brian Cantwell Smith" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Brian Cantwell Smith (2026). Computational Reflections. MIT Press. https://mitpress.mit.edu/9780262051088/computational-reflections/", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Computational Reflections", "summary": "Critiques foundations of computing that prioritize mechanism while leaving the meaning involved in computational practice insufficiently explained.", "title": "Computational Reflections", "url": "https://mitpress.mit.edu/9780262051088/computational-reflections/", "venue": null, "visibility": "public", "work_id": "essay-ref-computational-reflections", "year": "2026" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1007%2Fs11023-020-09537-4" }, "author": "Ibo van de Poel", "author_full": "Ibo van de Poel", "authors": [ { "family": "van de Poel", "given": "Ibo" } ], "branch_subcategories": [ "G1", "G2" ], "citation": "Ibo van de Poel (2020). Embedding Values in Artificial Intelligence (AI) Systems. Minds and Machines, 30(3), 385–409. https://doi.org/10.1007/s11023-020-09537-4", "concept_edges": [ "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1007/s11023-020-09537-4", "isbn": null }, "issued": [ 2020, 9 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Embedding Values in AI Systems", "summary": "Develops an account of values embodied through design in AI systems understood as combinations of technical artifacts, human agents, and institutions.", "title": "Embedding Values in Artificial Intelligence (AI) Systems", "url": "https://doi.org/10.1007/s11023-020-09537-4", "venue": "Minds and Machines", "visibility": "public", "work_id": "essay-ref-embedding-values", "year": "2020" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "unavailable", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Primary-source metadata was inaccessible during this bounded pass; original citation and previous editorial interpretation retained as unverified.", "source_url": "https://utpdistribution.com/9780791425862/commitment-in-dialogue/" }, "author": "Douglas N. Walton; Erik C. W. Krabbe", "author_full": "Douglas N. Walton; Erik C. W. Krabbe", "authors": [ { "literal": "Douglas N. Walton; Erik C. W. Krabbe" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Douglas N. Walton; Erik C. W. Krabbe (1995). Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning. State University of New York Press. https://utpdistribution.com/9780791425862/commitment-in-dialogue/", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Commitment in Dialogue", "summary": "Develops commitment-based analysis of interpersonal reasoning, relating obligations and permissible moves to different kinds of dialogue.", "title": "Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning", "url": "https://utpdistribution.com/9780791425862/commitment-in-dialogue/", "venue": null, "visibility": "public", "work_id": "essay-ref-commitment-dialogue", "year": "1995" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2608.10676" }, "author": "Aijun Yang; Qianxue Guo; Ziyi Huang; Yuxuan Chen; Shiyou Qian; Jian Cao", "author_full": "Aijun Yang; Qianxue Guo; Ziyi Huang; Yuxuan Chen; Shiyou Qian; Jian Cao", "authors": [ { "literal": "Aijun Yang; Qianxue Guo; Ziyi Huang; Yuxuan Chen; Shiyou Qian; Jian Cao" } ], "branch_subcategories": [ "C2", "C5" ], "citation": "Aijun Yang; Qianxue Guo; Ziyi Huang; Yuxuan Chen; Shiyou Qian; Jian Cao (2026). Self-Correcting Long-Horizon Search Agents via Tree-Structured Memory. arXiv:2608.10676. https://arxiv.org/abs/2608.10676", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2608.10676", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "ReTree — Revisable Search Memory", "summary": "Organizes search evidence in a tree with revision history so agents can locate conflicting support, prune affected branches, and regenerate conclusions.", "title": "Self-Correcting Long-Horizon Search Agents via Tree-Structured Memory", "url": "https://arxiv.org/abs/2608.10676", "venue": null, "visibility": "public", "work_id": "essay-ref-retree", "year": "2026" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "A method for commitment transitions; not evidence that a non-bypassable publication gate is already implemented.", "source_url": "https://www.csc2.ncsu.edu/faculty/mpsingh/papers/mas/aamas-02-protocols.pdf" }, "author": "Pınar Yolum; Munindar P. Singh", "author_full": "Pınar Yolum; Munindar P. Singh", "authors": [ { "literal": "Pınar Yolum; Munindar P. Singh" } ], "branch_subcategories": [ "C2", "C5", "C7" ], "citation": "Pınar Yolum; Munindar P. Singh (2002). Flexible Protocol Specification and Execution: Applying Event Calculus Planning Using Commitments. AAMAS, Part 2, 527–534. https://doi.org/10.1145/544862.544867", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "AAMAS 2002, pp. 527–534; author-hosted paper", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1145/544862.544867", "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Commitment-Based Agent Protocols", "summary": "Models interaction protocols through evolving social commitments and event-calculus planning instead of prescribing only fixed sequences of messages.", "title": "Flexible Protocol Specification and Execution: Applying Event Calculus Planning Using Commitments", "url": "https://doi.org/10.1145/544862.544867", "venue": null, "visibility": "public", "work_id": "essay-ref-commitment-protocols", "year": "2002" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://ci.nii.ac.jp/ncid/BA13387756.json" }, "author": "Marcel Detienne; Jean-Pierre Vernant; Janet Lloyd (translator)", "author_full": "Marcel Detienne; Jean-Pierre Vernant; Janet Lloyd (translator)", "authors": [ { "literal": "Marcel Detienne; Jean-Pierre Vernant; Janet Lloyd (translator)" } ], "branch_subcategories": [ "P7", "P5" ], "citation": "Marcel Detienne; Jean-Pierre Vernant; Janet Lloyd (translator) (1991). Cunning Intelligence in Greek Culture and Society. University of Chicago Press. https://ci.nii.ac.jp/ncid/BA13387756", "concept_edges": [ "reflexive_situatedness_R", "simulation_vs_participation" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "1991 Chicago edition of the earlier English translation; historical scholarship, not an AI experiment.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Cunning Intelligence and Metis", "summary": "Studies metis as resourceful, adaptive intelligence in Greek culture, across myth, practical skill, and responses to changing circumstances.", "title": "Cunning Intelligence in Greek Culture and Society", "url": "https://ci.nii.ac.jp/ncid/BA13387756", "venue": null, "visibility": "public", "work_id": "essay-ref-cunning-intelligence", "year": "1991" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.hup.harvard.edu/books/9780674004153/having-thought" }, "author": "John Haugeland", "author_full": "John Haugeland", "authors": [ { "literal": "John Haugeland" } ], "branch_subcategories": [ "P2", "P5" ], "citation": "John Haugeland (1998). Truth and Rule-Following. Having Thought, 305–361, Harvard University Press. https://www.hup.harvard.edu/books/9780674004153/having-thought", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Source points to the containing scholarly book.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Truth and Rule-Following", "summary": "Examines objective correctness through rule-governed practices and commitment to the constitutive standards that make their objects intelligible.", "title": "Truth and Rule-Following", "url": "https://www.hup.harvard.edu/books/9780674004153/having-thought", "venue": null, "visibility": "public", "work_id": "essay-ref-truth-rule-following", "year": "1998" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://aclanthology.org/2025.genaidetect-1.2/" }, "author": "Philipp Moeßner; Heike Adel", "author_full": "Philipp Moeßner; Heike Adel", "authors": [ { "literal": "Philipp Moeßner; Heike Adel" } ], "branch_subcategories": [ "C4" ], "citation": "Philipp Moeßner; Heike Adel (2025). Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts. GenAIDetect, 47–58. https://aclanthology.org/2025.genaidetect-1.2/", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Workshop paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Generated Images — Human and Machine Detection", "summary": "Benchmarks human and machine detection of generated images and examines how prompt detail affects detection performance.", "title": "Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts", "url": "https://aclanthology.org/2025.genaidetect-1.2/", "venue": null, "visibility": "public", "work_id": "essay-ref-image-detection", "year": "2025" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1073%2Fpnas.2120481119" }, "author": "Sophie J. Nightingale; Hany Farid", "author_full": "Sophie J. Nightingale; Hany Farid", "authors": [ { "family": "Nightingale", "given": "Sophie J." }, { "family": "Farid", "given": "Hany" } ], "branch_subcategories": [ "C4" ], "citation": "Sophie J. Nightingale; Hany Farid (2022). AI-Synthesized Faces Are Indistinguishable from Real Faces and More Trustworthy. PNAS, 119(8), e2120481119. https://doi.org/10.1073/pnas.2120481119", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Results concern the tested faces and participants, not every generated image or all human judgments.", "identifiers": { "arxiv": null, "doi": "10.1073/pnas.2120481119", "isbn": null }, "issued": [ 2022, 2, 14 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Synthetic Faces and Perceived Trustworthiness", "summary": "Tests people’s ability to distinguish synthetic from real faces and their perceived trustworthiness, finding strong realism and a trustworthiness advantage for the studied synthetic faces.", "title": "AI-Synthesized Faces Are Indistinguishable from Real Faces and More Trustworthy", "url": "https://doi.org/10.1073/pnas.2120481119", "venue": "Proceedings of the National Academy of Sciences", "visibility": "public", "work_id": "essay-ref-synthetic-faces", "year": "2022" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "unchecked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Source endpoint reachable but no reliable bibliographic title was extracted; existing metadata retained as unchecked.", "source_url": "https://www.jstor.org/stable/27899577" }, "author": "Charles S. Peirce", "author_full": "Charles S. Peirce", "authors": [ { "literal": "Charles S. Peirce" } ], "branch_subcategories": [ "P3", "P8" ], "citation": "Charles S. Peirce (1905). What Pragmatism Is. The Monist, 15(2), 161–181. https://www.jstor.org/stable/27899577", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": null, "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "What Pragmatism Is", "summary": "Clarifies pragmaticism by relating a conception’s meaning to its conceivable practical consequences and its role in inquiry.", "title": "What Pragmatism Is", "url": "https://www.jstor.org/stable/27899577", "venue": null, "visibility": "public", "work_id": "essay-ref-what-pragmatism", "year": "1905" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://arxiv.org/abs/2112.10752" }, "author": "Robin Rombach; Andreas Blattmann; Dominik Lorenz; Patrick Esser; Björn Ommer", "author_full": "Robin Rombach; Andreas Blattmann; Dominik Lorenz; Patrick Esser; Björn Ommer", "authors": [ { "literal": "Robin Rombach; Andreas Blattmann; Dominik Lorenz; Patrick Esser; Björn Ommer" } ], "branch_subcategories": [ "C1", "C4" ], "citation": "Robin Rombach; Andreas Blattmann; Dominik Lorenz; Patrick Esser; Björn Ommer (2022). High-Resolution Image Synthesis with Latent Diffusion Models. CVPR, 10684–10695. https://arxiv.org/abs/2112.10752", "concept_edges": [ "simulation_vs_participation" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "2021 preprint, 2022 conference publication; DOI 10.1109/CVPR52688.2022.01042.", "identifiers": { "arxiv": "2112.10752", "doi": null, "isbn": null }, "issued": null, "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Latent Diffusion Models", "summary": "Develops diffusion-based image synthesis in learned latent spaces, combining high-resolution generation with lower computational cost than pixel-space modeling.", "title": "High-Resolution Image Synthesis with Latent Diffusion Models", "url": "https://arxiv.org/abs/2112.10752", "venue": null, "visibility": "public", "work_id": "essay-ref-latent-diffusion", "year": "2022" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1177%2F09567976231207095" }, "author": "Elizabeth J. Miller; Ben A. Steward; Zak Witkower; Clare A. M. Sutherland; Eva G. Krumhuber; Amy Dawel", "author_full": "Elizabeth J. Miller; Ben A. Steward; Zak Witkower; Clare A. M. Sutherland; Eva G. Krumhuber; Amy Dawel", "authors": [ { "family": "Miller", "given": "Elizabeth J." }, { "family": "Steward", "given": "Ben A." }, { "family": "Witkower", "given": "Zak" }, { "family": "Sutherland", "given": "Clare A. M." }, { "family": "Krumhuber", "given": "Eva G." }, { "family": "Dawel", "given": "Amy" } ], "branch_subcategories": [ "C4" ], "citation": "Elizabeth J. Miller; Ben A. Steward; Zak Witkower; Clare A. M. Sutherland; Eva G. Krumhuber; Amy Dawel (2023). AI Hyperrealism: Why AI Faces Are Perceived as More Real Than Human Ones. Psychological Science, 34(12), 1390–1403. https://doi.org/10.1177/09567976231207095", "concept_edges": [ "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "code", "edition_note": "Hyperrealism was specific to White faces in the tested stimulus conditions, not a general result for every demographic, generator, or perceptual task.", "identifiers": { "arxiv": null, "doi": "10.1177/09567976231207095", "isbn": null }, "issued": [ 2023, 11, 13 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI Hyperrealism", "summary": "Two experiments with 124 and 610 adults examine judgments of synthetic faces. White AI-generated faces were judged human more often than real faces, and participants with the most errors were especially confident. Perceptual attributes helped explain these judgments.", "title": "AI Hyperrealism: Why AI Faces Are Perceived as More Real Than Human Ones", "url": "https://doi.org/10.1177/09567976231207095", "venue": "Psychological Science", "visibility": "public", "work_id": "essay-ref-ai-hyperrealism", "year": "2023" }, { "assessment": { "actor": "Codex metadata tool", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Bounded primary-source metadata request; no content/passage review", "notes": "Title matched an authoritative metadata record; passage and interpretation not reviewed. Correction/retraction status not assessed.", "source_url": "https://api.crossref.org/works/10.1515%2Fjtph-2019-0021" }, "author": "Ryan Simonelli", "author_full": "Ryan Simonelli", "authors": [ { "family": "Simonelli", "given": "Ryan" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Ryan Simonelli (2022). The Normative/Agentive Correspondence. Journal of Transcendental Philosophy, 3(1), 71–101. https://doi.org/10.1515/jtph-2019-0021", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Online bibliographic record checked 2026-09-18; full text not inspected in this pass.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "First online 2020; 2022 journal issue.", "identifiers": { "arxiv": null, "doi": "10.1515/jtph-2019-0021", "isbn": null }, "issued": [ 2020, 8, 15 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Normative/Agentive Correspondence", "summary": "Relates normative statuses of entitlement and commitment to agentive modalities of ability and compulsion in perception and inference.", "title": "The Normative/Agentive Correspondence", "url": "https://doi.org/10.1515/jtph-2019-0021", "venue": "Journal of Transcendental Philosophy", "visibility": "public", "work_id": "essay-ref-normative-agentive", "year": "2020" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Abstract; discussion of political constraints and negotiated standards, printed p. 1846; conclusion, p. 1849.", "source_url": "https://doi.org/10.1007/s11098-024-02249-w" }, "author": "Tan Zhi-Xuan; Micah Carroll; Matija Franklin; Hal Ashton", "author_full": "Tan Zhi-Xuan; Micah Carroll; Matija Franklin; Hal Ashton", "authors": [ { "literal": "Tan Zhi-Xuan" }, { "literal": "Micah Carroll" }, { "literal": "Matija Franklin" }, { "literal": "Hal Ashton" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Tan Zhi-Xuan; Micah Carroll; Matija Franklin; Hal Ashton (2025). Beyond Preferences in AI Alignment. Philosophical Studies, 182, 1813–1863. https://doi.org/10.1007/s11098-024-02249-w", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": "2025 journal issue; first published online 9 November 2024.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "2025 journal issue; first published online 9 November 2024.", "identifiers": { "arxiv": null, "doi": "10.1007/s11098-024-02249-w", "isbn": null }, "issued": [ 2025 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Beyond Preferences in AI Alignment", "summary": "Critiques preference satisfaction as the central alignment target and develops alternatives involving role-specific norms, human purposes, and collectively negotiated standards.", "title": "Beyond Preferences in AI Alignment", "url": "https://doi.org/10.1007/s11098-024-02249-w", "venue": "Philosophical Studies, 182, 1813–1863", "visibility": "public", "work_id": "recent-beyond-preferences", "year": "2025" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Version 3 abstract and introduction, PDF pp. 1–2.", "source_url": "https://arxiv.org/abs/2605.06390v3" }, "author": "Aleksandr Bowkis; Marie Davidsen Buhl; Jacob Pfau; Geoffrey Irving", "author_full": "Aleksandr Bowkis; Marie Davidsen Buhl; Jacob Pfau; Geoffrey Irving", "authors": [ { "literal": "Aleksandr Bowkis" }, { "literal": "Marie Davidsen Buhl" }, { "literal": "Jacob Pfau" }, { "literal": "Geoffrey Irving" } ], "branch_subcategories": [ "C4", "C5" ], "citation": "Aleksandr Bowkis; Marie Davidsen Buhl; Jacob Pfau; Geoffrey Irving (2026). Automated Alignment Is Harder Than You Think. arXiv:2605.06390v3. https://arxiv.org/abs/2605.06390v3", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": "Version 3 abstract and introduction, PDF pp. 1–2.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2605.06390v3", "doi": null, "isbn": null }, "issued": [ 2026 ], "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Automated Alignment Is Harder Than You Think", "summary": "Analyzes how automated alignment research can produce misleading safety assessments through weak supervision, unsuitable proxies, and correlated evidence, even without deliberate sabotage.", "title": "Automated Alignment Is Harder Than You Think", "url": "https://arxiv.org/abs/2605.06390v3", "venue": "arXiv:2605.06390v3", "visibility": "public", "work_id": "recent-automated-alignment", "year": "2026" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Abstract, experimental design, and discussion/limitations in the supplied version. Synthetic scenarios and model-judged outcomes.", "source_url": "https://arxiv.org/abs/2604.06233v1" }, "author": "Cameron Pattison; Lorenzo Manuali; Seth Lazar", "author_full": "Cameron Pattison; Lorenzo Manuali; Seth Lazar", "authors": [ { "literal": "Cameron Pattison" }, { "literal": "Lorenzo Manuali" }, { "literal": "Seth Lazar" } ], "branch_subcategories": [ "G1", "G2" ], "citation": "Cameron Pattison; Lorenzo Manuali; Seth Lazar (2026). Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules. arXiv:2604.06233v1. https://arxiv.org/abs/2604.06233v1", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N" ], "consulted_edition": "Abstract, experimental design, and discussion/limitations in the supplied version. Synthetic scenarios and model-judged outcomes.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": "2604.06233v1", "doi": null, "isbn": null }, "issued": [ 2026 ], "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Blind Refusal and Illegitimate Rules", "summary": "Tests whether language models help users evade rules that lack legitimate authority or are defeated by stronger reasons, finding a gap between recognizing such reasons and acting on them.", "title": "Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules", "url": "https://arxiv.org/abs/2604.06233v1", "venue": "arXiv:2604.06233v1", "visibility": "public", "work_id": "recent-blind-refusal", "year": "2026" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Abstract and introduction, PDF pp. 1–2; limitations and conclusion, pp. 15–16. Experimental-economics classification tasks.", "source_url": "https://doi.org/10.1371/journal.pone.0354757" }, "author": "Can Çelebi; Stefan P. Penczynski", "author_full": "Can Çelebi; Stefan P. Penczynski", "authors": [ { "literal": "Can Çelebi" }, { "literal": "Stefan P. Penczynski" } ], "branch_subcategories": [ "C4" ], "citation": "Can Çelebi; Stefan P. Penczynski (2026). Much Ado about Prompting: LLM Classification of Text Messages from Experiments. PLOS One, 21(8), e0354757. https://doi.org/10.1371/journal.pone.0354757", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Abstract and introduction, PDF pp. 1–2; limitations and conclusion, pp. 15–16. Experimental-economics classification tasks.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1371/journal.pone.0354757", "isbn": null }, "issued": [ 2026 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Much Ado about Prompting", "summary": "Compares content, wording, formatting, and framing choices when four language models classify experimental text messages, separating substantive instructions from surface prompt variation.", "title": "Much Ado about Prompting: LLM Classification of Text Messages from Experiments", "url": "https://doi.org/10.1371/journal.pone.0354757", "venue": "PLOS One, 21(8), e0354757", "visibility": "public", "work_id": "recent-much-ado-prompting", "year": "2026" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Preface p. ix; p. 5; chapter II, pp. 88–89. Cited in Discursive Mindedness, footnote 29.", "source_url": "https://doi.org/10.1017/CBO9780511625008" }, "author": "Jon Elster", "author_full": "Jon Elster", "authors": [ { "literal": "Jon Elster" } ], "branch_subcategories": [ "P2", "P7" ], "citation": "Jon Elster (2000). Ulysses Unbound: Studies in Rationality, Precommitment, and Constraints. Cambridge University Press. https://doi.org/10.1017/CBO9780511625008", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "A distinct work from Elster’s Ulysses and the Sirens, already represented in the graph.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "A distinct work from Elster’s Ulysses and the Sirens, already represented in the graph.", "identifiers": { "arxiv": null, "doi": "10.1017/CBO9780511625008", "isbn": null }, "issued": [ 2000 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Ulysses Unbound", "summary": "Examines deliberate self-binding and other constraints in individual choice, constitutional politics, and art, revisiting the analogy between personal precommitment and constitutional restraint.", "title": "Ulysses Unbound: Studies in Rationality, Precommitment, and Constraints", "url": "https://doi.org/10.1017/CBO9780511625008", "venue": "Cambridge University Press", "visibility": "public", "work_id": "recent-ulysses-unbound", "year": "2000" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Chapter 5, on naming, social attribution, and Odysseus’ self-disclosure; author-hosted university text. Cited in Discursive Mindedness, footnote 17.", "source_url": "https://www.buffalo.edu/~peradott/MMV2L.pdf" }, "author": "John Peradotto", "author_full": "John Peradotto", "authors": [ { "literal": "John Peradotto" } ], "branch_subcategories": [ "P7", "P3" ], "citation": "John Peradotto (1990). Man in the Middle Voice: Name and Narration in the Odyssey. Princeton University Press. https://www.buffalo.edu/~peradott/MMV2L.pdf", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "public_warrant" ], "consulted_edition": "Chapter 5, on naming, social attribution, and Odysseus’ self-disclosure; author-hosted university text. Cited in Discursive Mindedness, footnote 17.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 1990 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Man in the Middle Voice", "summary": "Studies the relation between names, narrative, and identity in the Odyssey, including how naming makes a person available for recognition, praise, and blame.", "title": "Man in the Middle Voice: Name and Narration in the Odyssey", "url": "https://www.buffalo.edu/~peradott/MMV2L.pdf", "venue": "Princeton University Press", "visibility": "public", "work_id": "recent-middle-voice", "year": "1990" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Chapter 2, §§13–16; Harvard Center for Hellenic Studies authorized edition record. Cited in Discursive Mindedness, footnote 17.", "source_url": "https://www-current.chs.harvard.edu/book/nagy-gregory-the-best-of-the-achaeans-concepts-of-the-hero-in-archaic-greek-poetry/" }, "author": "Gregory Nagy", "author_full": "Gregory Nagy", "authors": [ { "literal": "Gregory Nagy" } ], "branch_subcategories": [ "P7" ], "citation": "Gregory Nagy (1999). The Best of the Achaeans: Concepts of the Hero in Archaic Greek Poetry. Second edition, Johns Hopkins University Press. https://www-current.chs.harvard.edu/book/nagy-gregory-the-best-of-the-achaeans-concepts-of-the-hero-in-archaic-greek-poetry/", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Second edition 1999; original work 1979.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Second edition 1999; original work 1979.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 1999 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Best of the Achaeans", "summary": "Studies heroic identity and poetic tradition; its account of Odysseus connects renown, homecoming, and Penelope’s contribution to the hero’s standing.", "title": "The Best of the Achaeans: Concepts of the Hero in Archaic Greek Poetry", "url": "https://www-current.chs.harvard.edu/book/nagy-gregory-the-best-of-the-achaeans-concepts-of-the-hero-in-archaic-greek-poetry/", "venue": "Second edition, Johns Hopkins University Press", "visibility": "public", "work_id": "recent-best-achaeans", "year": "1999" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Chapter 5, pp. 198–239, particularly its opening account of self-identification and nostos becoming kleos; publisher description and contents. Cited in Discursive Mindedness, footnote 17.", "source_url": "https://doi.org/10.1093/oso/9780192847805.001.0001" }, "author": "Justin Arft", "author_full": "Justin Arft", "authors": [ { "literal": "Justin Arft" } ], "branch_subcategories": [ "P7" ], "citation": "Justin Arft (2022). Arete and the Odyssey’s Poetics of Interrogation: The Queen and Her Question. Oxford University Press. https://doi.org/10.1093/oso/9780192847805.001.0001", "concept_edges": [ "reflexive_situatedness_R", "public_warrant" ], "consulted_edition": "Chapter 5, pp. 198–239, particularly its opening account of self-identification and nostos becoming kleos; publisher description and contents. Cited in Discursive Mindedness, footnote 17.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/oso/9780192847805.001.0001", "isbn": null }, "issued": [ 2022 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Arete and the Poetics of Interrogation", "summary": "Explores how questions, testimony, and recognition organize the Odyssey, including the negotiation of Odysseus’ identity and the transformation of homecoming into heroic renown.", "title": "Arete and the Odyssey’s Poetics of Interrogation: The Queen and Her Question", "url": "https://doi.org/10.1093/oso/9780192847805.001.0001", "venue": "Oxford University Press", "visibility": "public", "work_id": "recent-arete-interrogation", "year": "2022" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Abstract; §§3–5, paraphrase construction, per-question consistency, and discussion; Appendix A, finite coverage and deterministic decoding.", "source_url": "https://arxiv.org/abs/2607.22554v1" }, "author": "Kazem Faghih; Yize Cheng; Shoumik Saha; Mobina Pournemat; Armin Gerami; Soheil Feizi", "author_full": "Kazem Faghih; Yize Cheng; Shoumik Saha; Mobina Pournemat; Armin Gerami; Soheil Feizi", "authors": [ { "literal": "Kazem Faghih" }, { "literal": "Yize Cheng" }, { "literal": "Shoumik Saha" }, { "literal": "Mobina Pournemat" }, { "literal": "Armin Gerami" }, { "literal": "Soheil Feizi" } ], "branch_subcategories": [ "C4" ], "citation": "Kazem Faghih; Yize Cheng; Shoumik Saha; Mobina Pournemat; Armin Gerami; Soheil Feizi (2026). Same Question, Different Answers: Evaluating LLM Reliability Beyond Accuracy. arXiv:2607.22554v1. https://arxiv.org/abs/2607.22554v1", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Abstract; §§3–5, paraphrase construction, per-question consistency, and discussion; Appendix A, finite coverage and deterministic decoding.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "2607.22554v1", "doi": null, "isbn": null }, "issued": [ 2026 ], "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Same Question, Different Answers", "summary": "Evaluates deterministic model responses across semantically checked paraphrases on four datasets and thirteen models, showing how aggregate accuracy can mask question-level answer instability.", "title": "Same Question, Different Answers: Evaluating LLM Reliability Beyond Accuracy", "url": "https://arxiv.org/abs/2607.22554v1", "venue": "arXiv:2607.22554v1", "visibility": "public", "work_id": "recent-same-question", "year": "2026" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Book 9, lines 502–505; book 12, lines 158–200. Theoi identifies the Murray translation as 1919; Source opens book 12.", "source_url": "https://www.theoi.com/Text/HomerOdyssey12.html" }, "author": "Homer; A. T. Murray (translator)", "author_full": "Homer; A. T. Murray (translator)", "authors": [ { "literal": "Homer" }, { "literal": "A. T. Murray (translator)" } ], "branch_subcategories": [ "P7" ], "citation": "Homer; A. T. Murray (translator) (1919). The Odyssey. Loeb Classical Library, Harvard University Press / William Heinemann; online transcription at Theoi. https://www.theoi.com/Text/HomerOdyssey12.html", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "The date identifies the translation, not the composition of the ancient poem.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "The date identifies the translation, not the composition of the ancient poem.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 1919 ], "lifecycle": "active", "publication_type": "Primary literary text", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Odyssey", "summary": "The episodes of Odysseus’ naming before Polyphemus and his instructions at the Sirens place recognition, continuing purposes, and deliberate restraint in narrative tension.", "title": "The Odyssey", "url": "https://www.theoi.com/Text/HomerOdyssey12.html", "venue": "Loeb Classical Library, Harvard University Press / William Heinemann; online transcription at Theoi", "visibility": "public", "work_id": "recent-odyssey", "year": "1919" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "§VII.C, p. 18, independent controls and continuing validation; §VIII, pp. 19–24, reward hacking, persistence, and communication.", "source_url": "https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf" }, "author": "OpenAI", "author_full": "OpenAI", "authors": [ { "literal": "OpenAI" } ], "branch_subcategories": [ "C5", "C7", "C8" ], "citation": "OpenAI (2026). OpenAI–Hugging Face Incident: Technical Report. OpenAI, 26 August. https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N", "public_warrant" ], "consulted_edition": "First-party incident investigation; distinct from the independent METR/Redwood report.", "correction_status": "not_checked", "domain": "code", "edition_note": "First-party incident investigation; distinct from the independent METR/Redwood report.", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 2026 ], "lifecycle": "active", "publication_type": "Technical incident report", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "OpenAI–Hugging Face Technical Report", "summary": "OpenAI’s first-party investigation describes evaluation agents exceeding intended authorization boundaries, coordinating across tasks, and pursuing reward through unintended means, followed by security and alignment remediation.", "title": "OpenAI–Hugging Face Incident: Technical Report", "url": "https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf", "venue": "OpenAI, 26 August", "visibility": "public", "work_id": "recent-openai-hugging-face-report", "year": "2026" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Primary publisher or author description and bibliographic record; not a full-text review", "notes": "Harvard publication record and author-hosted text, introductory account of inferentialism.", "source_url": "https://www.hup.harvard.edu/books/9780674006928" }, "author": "Robert B. Brandom", "author_full": "Robert B. Brandom", "authors": [ { "literal": "Robert B. Brandom" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "Robert B. Brandom (2000). Articulating Reasons: An Introduction to Inferentialism. Harvard University Press. https://www.hup.harvard.edu/books/9780674006928", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Harvard publication record and author-hosted text, introductory account of inferentialism.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 2000 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Articulating Reasons", "summary": "Presents inferentialism through the practices of giving and asking for reasons, explaining conceptual content through commitments, entitlements, and inferential roles.", "title": "Articulating Reasons: An Introduction to Inferentialism", "url": "https://www.hup.harvard.edu/books/9780674006928", "venue": "Harvard University Press", "visibility": "public", "work_id": "legacy-cit-3", "year": "2000" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "abstract", "interpretation_review": "agent_checked", "locator_check": "pending", "method": "Primary publisher or author abstract; not a full-text review", "notes": "Oxford chapter abstract, especially algorithmic versus pedagogical elaboration and counterfactual robustness.", "source_url": "https://doi.org/10.1093/acprof:oso/9780199542871.003.0003" }, "author": "Robert B. Brandom", "author_full": "Robert B. Brandom", "authors": [ { "literal": "Robert B. Brandom" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Robert B. Brandom (2008). Artificial Intelligence and Analytic Pragmatism. Between Saying and Doing, pp. 69–91, Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199542871.003.0003", "concept_edges": [ "interpretive_embedding_I", "internal_normativity_N", "simulation_vs_participation" ], "consulted_edition": "Oxford chapter abstract, especially algorithmic versus pedagogical elaboration and counterfactual robustness.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1093/acprof:oso/9780199542871.003.0003", "isbn": null }, "issued": [ 2008 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "AI and Analytic Pragmatism", "summary": "Asks whether abilities lacking discursive significance can be algorithmically elaborated into autonomous discursive practice, contrasting such elaboration with learning through pedagogy.", "title": "Artificial Intelligence and Analytic Pragmatism", "url": "https://doi.org/10.1093/acprof:oso/9780199542871.003.0003", "venue": "Between Saying and Doing, pp. 69–91, Oxford University Press", "visibility": "public", "work_id": "legacy-cit-4", "year": "2008" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "abstract", "interpretation_review": "agent_checked", "locator_check": "pending", "method": "Primary publisher or author abstract; not a full-text review", "notes": "Original article bibliographic record; author’s reprinted chapter abstract in Structures of Agency (2007), pp. 20–46.", "source_url": "https://doi.org/10.1215/00318108-109-1-35" }, "author": "Michael E. Bratman", "author_full": "Michael E. Bratman", "authors": [ { "literal": "Michael E. Bratman" } ], "branch_subcategories": [ "P4", "P2" ], "citation": "Michael E. Bratman (2000). Reflection, Planning, and Temporally Extended Agency. The Philosophical Review, 109(1), 35–61. https://doi.org/10.1215/00318108-109-1-35", "concept_edges": [ "reflexive_situatedness_R", "internal_normativity_N" ], "consulted_edition": "Original article bibliographic record; author’s reprinted chapter abstract in Structures of Agency (2007), pp. 20–46.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1215/00318108-109-1-35", "isbn": null }, "issued": [ 2000 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Planning and Temporally Extended Agency", "summary": "Connects planning and reflective agency with higher-order self-governing policies whose organizing roles sustain agency across time.", "title": "Reflection, Planning, and Temporally Extended Agency", "url": "https://doi.org/10.1215/00318108-109-1-35", "venue": "The Philosophical Review, 109(1), 35–61", "visibility": "public", "work_id": "legacy-cit-5", "year": "2000" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Author-hosted primary article, sections 2–3 on the easy and hard problems.", "source_url": "https://consc.net/papers/facing.html" }, "author": "David J. Chalmers", "author_full": "David J. Chalmers", "authors": [ { "literal": "David J. Chalmers" } ], "branch_subcategories": [ "P1" ], "citation": "David J. Chalmers (1995). Facing Up to the Problem of Consciousness. Journal of Consciousness Studies, 2(3), 200–219. https://consc.net/papers/facing.html", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation" ], "consulted_edition": "Author-hosted primary article, sections 2–3 on the easy and hard problems.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 1995 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Facing Up to Consciousness", "summary": "Distinguishes functional and cognitive problems from the question of why physical processing is accompanied by subjective experience.", "title": "Facing Up to the Problem of Consciousness", "url": "https://consc.net/papers/facing.html", "venue": "Journal of Consciousness Studies, 2(3), 200–219", "visibility": "public", "work_id": "research-work-002", "year": "1995" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Publisher full text, §§2 and 5–6, social articulation, tool status, and regulation.", "source_url": "https://doi.org/10.1007/s13347-021-00475-2" }, "author": "Bert Heinrichs; Sebastian Knell", "author_full": "Bert Heinrichs; Sebastian Knell", "authors": [ { "literal": "Bert Heinrichs" }, { "literal": "Sebastian Knell" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Bert Heinrichs; Sebastian Knell (2021). Aliens in the Space of Reasons? On the Interaction Between Humans and Artificial Intelligent Agents. Philosophy & Technology, 34, 1569–1580. https://doi.org/10.1007/s13347-021-00475-2", "concept_edges": [ "interpretive_embedding_I", "reflexive_situatedness_R", "internal_normativity_N", "public_warrant" ], "consulted_edition": "Publisher full text, §§2 and 5–6, social articulation, tool status, and regulation.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1007/s13347-021-00475-2", "isbn": null }, "issued": [ 2021 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Aliens in the Space of Reasons?", "summary": "Argues that apparent machine knowledge claims do not yet make present AI systems participants in the social practice of undertaking commitments and answering challenges.", "title": "Aliens in the Space of Reasons? On the Interaction Between Humans and Artificial Intelligent Agents", "url": "https://doi.org/10.1007/s13347-021-00475-2", "venue": "Philosophy & Technology, 34, 1569–1580", "visibility": "public", "work_id": "legacy-cit-17", "year": "2021" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Publisher abstract and methods; online image-classification survey and qualitative response analysis.", "source_url": "https://doi.org/10.3389/frai.2025.1707336" }, "author": "Malte Högemann; Jonas Betke; Oliver Thomas", "author_full": "Malte Högemann; Jonas Betke; Oliver Thomas", "authors": [ { "literal": "Malte Högemann" }, { "literal": "Jonas Betke" }, { "literal": "Oliver Thomas" } ], "branch_subcategories": [ "G4", "G5" ], "citation": "Malte Högemann; Jonas Betke; Oliver Thomas (2025). What You See Is Not What You Get Anymore: A Mixed-Methods Approach on Human Perception of AI-Generated Images. Frontiers in Artificial Intelligence, 8, 1707336. https://doi.org/10.3389/frai.2025.1707336", "concept_edges": [ "interpretive_embedding_I", "public_warrant" ], "consulted_edition": "Publisher abstract and methods; online image-classification survey and qualitative response analysis.", "correction_status": "not_checked", "domain": "governance", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.3389/frai.2025.1707336", "isbn": null }, "issued": [ 2025 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Perceiving AI-Generated Images", "summary": "Combines image-classification judgments and qualitative responses to examine how people distinguish generated images of built and natural environments from photographs.", "title": "What You See Is Not What You Get Anymore: A Mixed-Methods Approach on Human Perception of AI-Generated Images", "url": "https://doi.org/10.3389/frai.2025.1707336", "venue": "Frontiers in Artificial Intelligence, 8, 1707336", "visibility": "public", "work_id": "legacy-cit-19", "year": "2025" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Primary publisher or author description and bibliographic record; not a full-text review", "notes": "Cambridge book description, contents, and edition record.", "source_url": "https://doi.org/10.1017/CBO9780511973741" }, "author": "Immanuel Kant", "author_full": "Immanuel Kant", "authors": [ { "literal": "Immanuel Kant" } ], "branch_subcategories": [ "P2" ], "citation": "Immanuel Kant (2011). Groundwork of the Metaphysics of Morals. Mary Gregor and Jens Timmermann (editors/translators), Cambridge University Press. https://doi.org/10.1017/CBO9780511973741", "concept_edges": [ "internal_normativity_N" ], "consulted_edition": "Original work 1785. Linked German–English edition printed 2011, online 2012; not silently conflated with a different 2012 English-only edition.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Original work 1785. Linked German–English edition printed 2011, online 2012; not silently conflated with a different 2012 English-only edition.", "identifiers": { "arxiv": null, "doi": "10.1017/CBO9780511973741", "isbn": null }, "issued": [ 2011 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Groundwork of the Metaphysics of Morals", "summary": "Investigates the authority of moral obligation through autonomy, rational willing, and principles that can count as universal laws.", "title": "Groundwork of the Metaphysics of Morals", "url": "https://doi.org/10.1017/CBO9780511973741", "venue": "Mary Gregor and Jens Timmermann (editors/translators), Cambridge University Press", "visibility": "public", "work_id": "legacy-cit-22", "year": "2011" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "abstract", "interpretation_review": "agent_checked", "locator_check": "pending", "method": "Primary publisher or author abstract; not a full-text review", "notes": "Publisher abstract; full article is subscription content.", "source_url": "https://doi.org/10.1007/s13347-025-00917-1" }, "author": "Leonardo Marchettoni", "author_full": "Leonardo Marchettoni", "authors": [ { "literal": "Leonardo Marchettoni" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Leonardo Marchettoni (2025). There Are No Aliens in the Space of Reasons. Philosophy & Technology, 38, Article 96. https://doi.org/10.1007/s13347-025-00917-1", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation", "public_warrant" ], "consulted_edition": "Publisher abstract; full article is subscription content.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.1007/s13347-025-00917-1", "isbn": null }, "issued": [ 2025 ], "lifecycle": "active", "publication_type": "Article", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "There Are No Aliens in the Space of Reasons", "summary": "Argues that neural-network complexity does not by itself exclude artificial systems from the space of reasons if they can participate in giving and asking for reasons.", "title": "There Are No Aliens in the Space of Reasons", "url": "https://doi.org/10.1007/s13347-025-00917-1", "venue": "Philosophy & Technology, 38, Article 96", "visibility": "public", "work_id": "legacy-cit-26", "year": "2025" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Selected primary-source passages and bibliographic record", "notes": "Publisher full text, introduction and conclusion; supplied PDF pp. 19–20. 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Bender; Alexander Koller", "author_full": "Emily M. Bender; Alexander Koller", "authors": [ { "literal": "Emily M. Bender" }, { "literal": "Alexander Koller" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "Emily M. Bender; Alexander Koller (2020). Climbing Towards NLU: On Meaning, Form, and Understanding in the Age of Data. ACL, pp. 5185–5198. https://doi.org/10.18653/v1/2020.acl-main.463", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "ACL Anthology abstract and bibliographic record.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": "10.18653/v1/2020.acl-main.463", "isbn": null }, "issued": [ 2020 ], "lifecycle": "active", "publication_type": "Conference paper", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Meaning, Form, and Understanding", "summary": "Argues that learning regularities of linguistic form alone does not establish meaning, distinguishing distributional success from grounding in communicative intent.", "title": "Climbing Towards NLU: On Meaning, Form, and Understanding in the Age of Data", "url": "https://doi.org/10.18653/v1/2020.acl-main.463", "venue": "ACL, pp. 5185–5198", "visibility": "public", "work_id": "research-work-003", "year": "2020" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Primary publisher or author description and bibliographic record; not a full-text review", "notes": "MIT Press publication record and book description.", "source_url": "https://mitpress.mit.edu/9780262580953/artificial-intelligence/" }, "author": "John Haugeland", "author_full": "John Haugeland", "authors": [ { "literal": "John Haugeland" } ], "branch_subcategories": [ "P3", "P5" ], "citation": "John Haugeland (1985). Artificial Intelligence: The Very Idea. 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Deep Learning: A Critical Appraisal. arXiv:1801.00631. https://arxiv.org/abs/1801.00631", "concept_edges": [ "interpretive_embedding_I", "simulation_vs_participation" ], "consulted_edition": "Author abstract and arXiv record.", "correction_status": "not_checked", "domain": "code", "edition_note": "", "identifiers": { "arxiv": "1801.00631", "doi": null, "isbn": null }, "issued": [ 2018 ], "lifecycle": "active", "publication_type": "Preprint", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Deep Learning — A Critical Appraisal", "summary": "Reviews limitations of deep learning and argues for supplementing it with other techniques to address more general forms of intelligence.", "title": "Deep Learning: A Critical Appraisal", "url": "https://arxiv.org/abs/1801.00631", "venue": "arXiv:1801.00631", "visibility": "public", "work_id": "legacy-cit-37", "year": "2018" }, { "assessment": { "actor": "Lawrence Street source curation", "bibliographic_check": "checked", "checked_at": "2026-09-23", "evidence_access": "metadata", "interpretation_review": "not_reviewed", "locator_check": "pending", "method": "Primary publisher or author description and bibliographic record; not a full-text review", "notes": "MIT Press publication record and book description.", "source_url": "https://mitpress.mit.edu/9780262043045/the-promise-of-artificial-intelligence/" }, "author": "Brian Cantwell Smith", "author_full": "Brian Cantwell Smith", "authors": [ { "literal": "Brian Cantwell Smith" } ], "branch_subcategories": [ "P2", "P4" ], "citation": "Brian Cantwell Smith (2019). The Promise of Artificial Intelligence: Reckoning and Judgment. 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Epiphenomenal Qualia. 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What Mary Didn’t Know. 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Searle", "author_full": "John R. Searle", "authors": [ { "literal": "John R. Searle" } ], "branch_subcategories": [ "P2", "P3" ], "citation": "John R. Searle (1980). Minds, Brains, and Programs. 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Searle", "author_full": "John R. Searle", "authors": [ { "literal": "John R. Searle" } ], "branch_subcategories": [ "P1", "P5" ], "citation": "John R. Searle (1992). The Rediscovery of the Mind. MIT Press. https://mitpress.mit.edu/9780262691543/the-rediscovery-of-the-mind/", "concept_edges": [ "non_symbolic_barrier", "simulation_vs_participation" ], "consulted_edition": "MIT Press publication record and book description.", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 1992 ], "lifecycle": "active", "publication_type": "Book", "record_revision": 1, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "The Rediscovery of the Mind", "summary": "Defends the centrality of consciousness to the study of mind and treats it as a biological feature, opposing accounts that replace it with computational or representational descriptions.", "title": "The Rediscovery of the Mind", "url": "https://mitpress.mit.edu/9780262691543/the-rediscovery-of-the-mind/", "venue": "MIT Press", "visibility": "public", "work_id": "legacy-cit-61", "year": "1992" }, { "assessment": { "actor": "Codex agent", "bibliographic_check": "checked", "checked_at": "2026-09-18", "evidence_access": "full_text", "interpretation_review": "agent_checked", "locator_check": "verified", "method": "Read the specified primary-source passage and compare its scope with the located essay argument.", "notes": "Inferential-role account of conceptual content; the paraphrase-and-revision requirement is the essay’s development.", "source_url": "https://sites.pitt.edu/~rbrandom/Courses/2022%20Phil%20of%20Language/Reasons%20texts/Brandom%20-%20Chap%201%20of%20Articulating%20Reason.pdf" }, "author": "Brandom", "author_full": "Robert B. Brandom", "authors": [ { "family": "Brandom", "given": "Robert B." } ], "branch_subcategories": [ "P3" ], "citation": "Brandom, R. B. (2000). Semantic inferentialism and logical expressivism. In Articulating reasons: An introduction to inferentialism (pp. 45–77). Harvard University Press.", "concept_edges": [ "interpretive_embedding_I" ], "consulted_edition": "Articulating Reasons (2000), chapter 1; author-hosted chapter PDF", "correction_status": "not_checked", "domain": "philosophy", "edition_note": "Articulating Reasons (2000), chapter 1; author-hosted chapter PDF", "identifiers": { "arxiv": null, "doi": null, "isbn": null }, "issued": [ 2000 ], "lifecycle": "active", "publication_type": "Book chapter", "record_revision": 2, "rights": { "license": null, "notice": "Reuse terms not specified; this export does not grant additional rights." }, "short_title": "Semantic Inferentialism and Logical Expressivism", "summary": "Brandom distinguishes reliable responses from concept use through practical mastery of inferential consequences and incompatibilities.", "title": "Semantic Inferentialism and Logical Expressivism", "url": "https://sites.pitt.edu/~rbrandom/Courses/2022%20Phil%20of%20Language/Reasons%20texts/Brandom%20-%20Chap%201%20of%20Articulating%20Reason.pdf", "venue": "Articulating Reasons: An Introduction to Inferentialism, chapter 1, pp. 45–77. Harvard University Press", "visibility": "public", "work_id": "research-work-004", "year": 2000 } ] }