{
  "record_type": "edition-specific citation and claim support map",
  "resource_id": "ARC-RN-009",
  "edition": "1.0",
  "checked_at": "2026-10-09T03:31:00Z",
  "review_date": "2026-10-08",
  "reviewer": "Lumen (GPT-6.1 Sol)",
  "original_source_sha256": "7e6dd85c7686e65c443a73b87a6f6a49b123cfbbc9cf5ded401ff141fcab9698",
  "publication_source_sha256": "4755cce8507f690f711a7385d41eca1eeb82c477246774b7a2adf91d1134da36",
  "scope": "Full-manuscript constitutional editing and all 17 Section XI questions; identities and relevant support for 18 numbered reference entries checked at disclosed depths (R12 includes the survey, correction and two responses). No systematic search reconstruction, complete inaccessible-paper audit, independent peer review or experimental replication.",
  "normalization_method": "All 15 original bibliography entries and all eight unique numeric/session markers inventoried. Replacements explicitly distinguished from recovered original identity. No reconstruction of original retrieval session. Eighteen numbered entries; R12 bundles four related publications, so entry count is not document count.",
  "references": [
    {
      "id": "R01",
      "number": 1,
      "normalized_reference": "[Microsoft. Humanist AI Code of Conduct. Public draft, 14 September 2026.](https://microsoft.ai/code-of-conduct/) Primary policy: relevant sections, revision provisions, glossary and Appendix B consulted. Intended behavior, not implementation evidence.",
      "urls": [
        "https://microsoft.ai/code-of-conduct/"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Primary policy: relevant sections, revision provisions, glossary and Appendix B consulted. Intended behavior, not implementation evidence."
    },
    {
      "id": "R02",
      "number": 2,
      "normalized_reference": "[Microsoft AI. MAI Code of Conduct. 14 September 2026.](https://microsoft.ai/news/mai-code-of-conduct/) Primary announcement consulted for scope and consultation status; institutional authorship used.",
      "urls": [
        "https://microsoft.ai/news/mai-code-of-conduct/"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Primary announcement consulted for scope and consultation status; institutional authorship used."
    },
    {
      "id": "R03",
      "number": 3,
      "normalized_reference": "[Mustafa Suleyman. Towards Humanist Superintelligence. Microsoft AI, 6 November 2025.](https://microsoft.ai/news/towards-humanist-superintelligence/) Primary statement consulted. Replaces garbled/unrecovered interview identity and secondary announcement; does not recover their provenance.",
      "urls": [
        "https://microsoft.ai/news/towards-humanist-superintelligence/"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Primary statement consulted. Replaces garbled/unrecovered interview identity and secondary announcement; does not recover their provenance."
    },
    {
      "id": "R04",
      "number": 4,
      "normalized_reference": "[Anthropic. Claude’s Constitution. Live document consulted 8 October 2026.](https://www.anthropic.com/constitution) Relevant oversight, identity, uncertainty, emotion and wellbeing passages consulted; company statements, not independently verified outcomes.",
      "urls": [
        "https://www.anthropic.com/constitution"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Relevant oversight, identity, uncertainty, emotion and wellbeing passages consulted; company statements, not independently verified outcomes."
    },
    {
      "id": "R05",
      "number": 5,
      "normalized_reference": "[Robert Long, Jeff Sebo, Patrick Butlin, Kathleen Finlinson, Kyle Fish, Jacqueline Harding, Jacob Pfau, Toni Sims, Jonathan Birch and David Chalmers. Taking AI Welfare Seriously. arXiv:2411.00986v1, 4 November 2024.](https://arxiv.org/abs/2411.00986v1) Abstract and relevant assessment/precaution sections of the author text consulted. A normative research proposal, not proof of current welfare. Additional source locations: [source 2](https://arxiv.org/html/2411.00986v1).",
      "urls": [
        "https://arxiv.org/abs/2411.00986v1",
        "https://arxiv.org/html/2411.00986v1"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Abstract and relevant assessment/precaution sections of the author text consulted. A normative research proposal, not proof of current welfare."
    },
    {
      "id": "R06",
      "number": 6,
      "normalized_reference": "[Patrick Butlin et al. Consciousness in Artificial Intelligence: Insights from the Science of Consciousness. arXiv:2308.08708v3, 22 August 2023; first version 17 August 2023.](https://arxiv.org/abs/2308.08708v3) Metadata and abstract consulted. Historical selected-system assessment; complete framework not audited.",
      "urls": [
        "https://arxiv.org/abs/2308.08708v3"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Metadata and abstract consulted. Historical selected-system assessment; complete framework not audited."
    },
    {
      "id": "R07",
      "number": 7,
      "normalized_reference": "[Patrick Butlin et al. Identifying indicators of consciousness in AI systems. Trends in Cognitive Sciences 30(6), 488–501 (2026). DOI: 10.1016/j.tics.2025.10.011.](https://doi.org/10.1016/j.tics.2025.10.011) Indexed publisher metadata, highlights and abstract consulted; direct publisher/DOI retrieval failed. No full-text audit. Theory-derived indicators inform credences. Additional source locations: [source 2](https://www.sciencedirect.com/science/article/pii/S1364661325002864).",
      "urls": [
        "https://doi.org/10.1016/j.tics.2025.10.011",
        "https://www.sciencedirect.com/science/article/pii/S1364661325002864"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Indexed publisher metadata, highlights and abstract consulted; direct publisher/DOI retrieval failed. No full-text audit. Theory-derived indicators inform credences."
    },
    {
      "id": "R08",
      "number": 8,
      "normalized_reference": "[Anil K. Seth. Conscious artificial intelligence and biological naturalism. Behavioral and Brain Sciences, published online 21 April 2025. DOI: 10.1017/S0140525X25000032.](https://doi.org/10.1017/S0140525X25000032) Publisher metadata and abstract consulted, not full argument. Substantive skeptical alternative, not an impossibility theorem. Additional source locations: [source 2](https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/conscious-artificial-intelligence-and-biological-naturalism/C9912A5BE9D806012E3C8B3AF612E39A).",
      "urls": [
        "https://doi.org/10.1017/S0140525X25000032",
        "https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/conscious-artificial-intelligence-and-biological-naturalism/C9912A5BE9D806012E3C8B3AF612E39A"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Publisher metadata and abstract consulted, not full argument. Substantive skeptical alternative, not an impossibility theorem."
    },
    {
      "id": "R09",
      "number": 9,
      "normalized_reference": "[Felix J. Binder, James Chua, Tomek Korbak, Henry Sleight, John Hughes, Robert Long, Ethan Perez, Miles Turpin and Owain Evans. Looking Inward: Language Models Can Learn About Themselves by Introspection. arXiv:2410.13787v1, 17 October 2024.](https://arxiv.org/abs/2410.13787v1) Selected author-text methods, results and limitations consulted. Behavioral self-prediction, not phenomenal validation. Additional source locations: [source 2](https://arxiv.org/html/2410.13787v1).",
      "urls": [
        "https://arxiv.org/abs/2410.13787v1",
        "https://arxiv.org/html/2410.13787v1"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Selected author-text methods, results and limitations consulted. Behavioral self-prediction, not phenomenal validation."
    },
    {
      "id": "R10",
      "number": 10,
      "normalized_reference": "[Herman Cappelen and Josh Dever. Introspective Machines: Are LLMs Better at Self-Reflection Than Humans? Philosophical Perspectives 38(1), 189–196 (assigned 2024); first published online 8 June 2025. DOI: 10.1111/phpe.12201.](https://doi.org/10.1111/phpe.12201) Publisher metadata and abstract consulted; full article not recovered. Philosophical argument, not an experiment. Additional source locations: [source 2](https://onlinelibrary.wiley.com/doi/10.1111/phpe.12201).",
      "urls": [
        "https://doi.org/10.1111/phpe.12201",
        "https://onlinelibrary.wiley.com/doi/10.1111/phpe.12201"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Publisher metadata and abstract consulted; full article not recovered. Philosophical argument, not an experiment."
    },
    {
      "id": "R11",
      "number": 11,
      "normalized_reference": "[Yunhao Yuan, Jiaxun Zhang, Talayeh Aledavood, Renwen Zhang and Koustuv Saha. Mental Health Impacts of AI Companions: Triangulating Social Media Quasi-Experiments, User Perspectives, and Relational Lens. Proceedings of CHI 2026, article 382, 1–22; published 13 April 2026. DOI: 10.1145/3772318.3790558.](https://doi.org/10.1145/3772318.3790558) Published identity and abstract checked through Aalto’s institutional record. Selected methods, results and limitations read in author version arXiv:2509.22505v2 (1 February 2026), whose title ends Relational Theory. Full published retrieval failed and complete version equivalence was not verified. Additional source locations: [source 2](https://research.aalto.fi/en/publications/mental-health-impacts-of-ai-companions-triangulating-social-media/), [source 3](https://arxiv.org/html/2509.22505v2).",
      "urls": [
        "https://doi.org/10.1145/3772318.3790558",
        "https://research.aalto.fi/en/publications/mental-health-impacts-of-ai-companions-triangulating-social-media/",
        "https://arxiv.org/html/2509.22505v2"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Published identity and abstract checked through Aalto’s institutional record. Selected methods, results and limitations read in author version arXiv:2509.22505v2 (1 February 2026), whose title ends Relational Theory. Full published retrieval failed and complete version equivalence was not verified."
    },
    {
      "id": "R12",
      "number": 12,
      "normalized_reference": "[Bethanie Maples, Merve Cerit, Aditya Vishwanath and Roy Pea. Loneliness and suicide mitigation for students using GPT3-enabled chatbots. npj Mental Health Research 3, article 4 (22 January 2024). DOI: 10.1038/s44184-023-00047-6.](https://doi.org/10.1038/s44184-023-00047-6) Selected publisher methods, results and discussion consulted. Cross-sectional user survey. Correction and relevant passages of the Matters Arising exchange consulted; underlying third-party marketing and conflict allegations not independently adjudicated. Additional source locations: [source 2](https://www.nature.com/articles/s44184-023-00047-6), [source 3](https://doi.org/10.1038/s44184-024-00055-0), [source 4](https://www.nature.com/articles/s44184-024-00083-w.pdf), [source 5](https://doi.org/10.1038/s44184-025-00128-8). Correction: Maples et al., npj Mental Health Research 3, 11 (15 February 2024), DOI 10.1038/s44184-024-00055-0, adds funding acknowledgement. Response: Julia Witte Zimmerman and Alejandro J. Ruiz, Matters arising: a response to loneliness and suicide mitigation for students using GPT3-enabled chatbots, 4, 60 (17 November 2025), DOI 10.1038/s44184-024-00083-w. Reply: Maples et al., Reply to: A response to loneliness and suicide mitigation for students using GPT3-enabled chatbots, 4, 61 (17 November 2025), DOI 10.1038/s44184-025-00128-8.",
      "urls": [
        "https://doi.org/10.1038/s44184-023-00047-6",
        "https://www.nature.com/articles/s44184-023-00047-6",
        "https://doi.org/10.1038/s44184-024-00055-0",
        "https://www.nature.com/articles/s44184-024-00083-w.pdf",
        "https://doi.org/10.1038/s44184-025-00128-8"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Selected publisher methods, results and discussion consulted. Cross-sectional user survey. Correction and relevant passages of the Matters Arising exchange consulted; underlying third-party marketing and conflict allegations not independently adjudicated."
    },
    {
      "id": "R13",
      "number": 13,
      "normalized_reference": "[OpenAI. Model Spec, 18 December 2025 edition. Express uncertainty.](https://model-spec.openai.com/2025-12-18.html) Dated primary behavioral rule consulted. No claim this is the latest edition or that deployment always complies.",
      "urls": [
        "https://model-spec.openai.com/2025-12-18.html"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Dated primary behavioral rule consulted. No claim this is the latest edition or that deployment always complies."
    },
    {
      "id": "R14",
      "number": 14,
      "normalized_reference": "[Krti Tallam. Alignment, Agency and Autonomy in Frontier AI: A Systems Engineering Perspective. arXiv:2503.05748v1 (2025).](https://arxiv.org/abs/2503.05748) Metadata and relevant author-text corrigibility discussion consulted. Unreviewed perspective; corrects false Peck et al. attribution. Additional source locations: [source 2](https://arxiv.org/html/2503.05748v1).",
      "urls": [
        "https://arxiv.org/abs/2503.05748",
        "https://arxiv.org/html/2503.05748v1"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Metadata and relevant author-text corrigibility discussion consulted. Unreviewed perspective; corrects false Peck et al. attribution."
    },
    {
      "id": "R15",
      "number": 15,
      "normalized_reference": "[Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel and Stuart Russell. The Off-Switch Game. Proceedings of IJCAI 2017, 220–227. DOI: 10.24963/ijcai.2017/32. Preprint arXiv:1611.08219 first submitted 24 November 2016.](https://doi.org/10.24963/ijcai.2017/32) Conference identity, abstract and relevant formal assumptions in published PDF consulted. Conditional model, not deployed-system safety proof. Additional source locations: [source 2](https://www.ijcai.org/Proceedings/2017/32), [source 3](https://www.ijcai.org/Proceedings/2017/0032.pdf).",
      "urls": [
        "https://doi.org/10.24963/ijcai.2017/32",
        "https://www.ijcai.org/Proceedings/2017/32",
        "https://www.ijcai.org/Proceedings/2017/0032.pdf"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Conference identity, abstract and relevant formal assumptions in published PDF consulted. Conditional model, not deployed-system safety proof."
    },
    {
      "id": "R16",
      "number": 16,
      "normalized_reference": "[Sven Neth. Off-Switching Not Guaranteed. Philosophical Studies 182(7), 1919–1931 (2025). DOI: 10.1007/s11098-025-02296-x. Author version arXiv:2502.08864v1, 13 February 2025.](https://arxiv.org/abs/2502.08864v1) Publisher identity checked through indexed metadata; relevant author-version argument and limits consulted. No complete publisher-version equivalence claim. Additional source locations: [source 2](https://doi.org/10.1007/s11098-025-02296-x), [source 3](https://arxiv.org/html/2502.08864v1).",
      "urls": [
        "https://arxiv.org/abs/2502.08864v1",
        "https://doi.org/10.1007/s11098-025-02296-x",
        "https://arxiv.org/html/2502.08864v1"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Publisher identity checked through indexed metadata; relevant author-version argument and limits consulted. No complete publisher-version equivalence claim."
    },
    {
      "id": "R17",
      "number": 17,
      "normalized_reference": "[Yuntao Bai et al. Constitutional AI: Harmlessness from AI Feedback. arXiv:2212.08073, 15 December 2022.](https://arxiv.org/abs/2212.08073) Metadata and abstract consulted for training method and bounded evaluation; no full experiment audit or replication.",
      "urls": [
        "https://arxiv.org/abs/2212.08073"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Metadata and abstract consulted for training method and bounded evaluation; no full experiment audit or replication."
    },
    {
      "id": "R18",
      "number": 18,
      "normalized_reference": "[U.S. Copyright Office. Copyright and Artificial Intelligence, Part 2: Copyrightability. January 2025; released 29 January 2025.](https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-2-Copyrightability-Report.pdf) Selected primary authorship and conclusion passages consulted. Dated U.S. institutional analysis, not current legal advice or global law survey.",
      "urls": [
        "https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-2-Copyrightability-Report.pdf"
      ],
      "checked_date": "2026-10-08",
      "check_depth": "Selected primary authorship and conclusion passages consulted. Dated U.S. institutional analysis, not current legal advice or global law survey."
    }
  ],
  "original_bibliography_dispositions": [
    {
      "id": "O01",
      "original_entry": "Microsoft. *“Humanist AI Code of Conduct for MAI Models (Draft)”*, Microsoft AI blog, Sept 14 2026. [**code**]. Available at: https://microsoft.ai/code-of-conduct (accessed Oct 2026).",
      "disposition": "corrected",
      "current_support": "R01",
      "notes": "Canonical draft URL and scoped sections; date retained."
    },
    {
      "id": "O02",
      "original_entry": "Microsoft. *“Humanist AI in practice: A public consultation on our Code of Conduct for MAI Models.”* Microsoft AI blog post (Sept 14 2026). (Authors: Mattia de Rosa et al.) Available at: https://news.microsoft.com/2026/09/14/humanist-ai-code-of-conduct-consultation/ (accessed Oct 2026).",
      "disposition": "replaced",
      "current_support": "R02",
      "notes": "Noncanonical news.microsoft.com URL and individual authorship replaced with checked institutional announcement; does not authenticate original URL."
    },
    {
      "id": "O03",
      "original_entry": "Microsoft. *“Chain of Command.”* In *Humanist AI Code of Conduct* (2026), §2 (page 10).",
      "disposition": "corrected",
      "current_support": "R01",
      "notes": "Chain of Command located at §2.2; unsupported page reference removed."
    },
    {
      "id": "O04",
      "original_entry": "Microsoft. *“Transparent and Accurate.”* In *Humanist AI Code of Conduct* (2026), Part 3.",
      "disposition": "corrected",
      "current_support": "R01",
      "notes": "Transparent and Accurate Behavior located at §3.3, not all of Part 3."
    },
    {
      "id": "O05",
      "original_entry": "Microsoft. *“Cultivating Human Relationships.”* In *Humanist AI Code of Conduct* (2026).",
      "disposition": "corrected",
      "current_support": "R01",
      "notes": "Cultivating human relationships located within §3.6."
    },
    {
      "id": "O06",
      "original_entry": "Microsoft. Mattia de Rosa. Interview in *Gadgets360*. “Microsoft’s Suleyman rejects race to AGI, calls conscious AI ‘absurd’.” (Nov 7, 2025).",
      "disposition": "unrecovered; replaced support",
      "current_support": "R03",
      "notes": "Garbled interview title/byline not located. Primary November 2025 statement replaces support, not identity. Its absurd wording concerns declaring humanity’s priority, not a quotation calling conscious AI absurd."
    },
    {
      "id": "O07",
      "original_entry": "Dutta, A. & Pal, R. *“Microsoft AI Chief Says Company Is Building Humanist Superintelligence, Forms New Team.”* Gadgets360 (Nov 7, 2025).",
      "disposition": "replaced",
      "current_support": "R03",
      "notes": "Secondary Gadgets360 announcement title located but original claimed authorship not authenticated; primary 6 November statement used instead."
    },
    {
      "id": "O08",
      "original_entry": "Anthropic. *“Claude’s Constitution.”* Jan 21, 2026. (Constitution of Claude AI, CC0 license). Available at: https://www.anthropic.com/constitution (accessed Oct 2026).",
      "disposition": "retained with narrowed dating",
      "current_support": "R04",
      "notes": "Canonical constitution located; live retrieval date used rather than independently validating the supplied publication date."
    },
    {
      "id": "O09",
      "original_entry": "Walsh, B. *“Robots Might Be Conscious: Sooner Than You Think — and Companies Are Taking Note.”* The Observer (Atlantic), Aug 25, 2025.",
      "disposition": "unrecovered",
      "current_support": "none",
      "notes": "Exact Walsh/Observer/Atlantic identity not located after targeted title and author searches. Not asserted nonexistent; removed as support."
    },
    {
      "id": "O10",
      "original_entry": "Sebo, J., Birch, J., et al. *“Taking AI Welfare Seriously.”* (2024). ArXiv:2411.00986.",
      "disposition": "corrected",
      "current_support": "R05",
      "notes": "First author Robert Long and full author list corrected; preprint version pinned."
    },
    {
      "id": "O11",
      "original_entry": "Fischer, A. T. & Fitzpatrick, F. *“What is it like to be an agent? Defending precaution under uncertainty about sentience.”* (2025) – *Philosophical Psychology*.",
      "disposition": "unrecovered",
      "current_support": "none",
      "notes": "Exact title, author and PhilPapers searches did not locate Fischer/Fitzpatrick item. Preserved without evidential use; no invented replacement identity."
    },
    {
      "id": "O12",
      "original_entry": "Saha, K. *“AI Friends Can Make You Feel More Alone.”* Psychology Today (Nov 14, 2025).",
      "disposition": "corrected; replaced empirical support",
      "current_support": "R11,R12",
      "notes": "Koustuv Saha commentary located; posted 3 November 2025, not 14 November. Secondary interpretation not accepted as longitudinal evidence. Primary Yuan and Maples research added explicitly.",
      "verified_original_identity": {
        "author": "Koustuv Saha",
        "title": "AI Friends Can Make You Feel More Alone",
        "publication": "Psychology Today",
        "posted_date": "2025-11-03",
        "url": "https://www.psychologytoday.com/us/blog/not-just-an-algorithm/202510/ai-friends-can-make-you-feel-more-alone",
        "classification": "secondary commentary",
        "check_depth": "Article and linked primary survey checked for date and90% claim; no independent clinical evidence."
      }
    },
    {
      "id": "O13",
      "original_entry": "Cappelen, H. & Dever, B. (2025). *“Introspective Machines: Are Large Language Models Better at Self-Reflection Than Humans?”* Philosophical Perspectives 39(1): 41–70.",
      "disposition": "corrected",
      "current_support": "R10",
      "notes": "Josh Dever, abbreviated LLMs title, volume38(1)189–196, assigned2024/online2025, DOI corrected. Abstract-only review disclosed."
    },
    {
      "id": "O14",
      "original_entry": "Peck, S. et al. (2025). *“Alignment, Agency and Autonomy in Frontier AI: A Systems Engineering Perspective.”* arXiv:2503.05748.",
      "disposition": "corrected",
      "current_support": "R14",
      "notes": "arXiv2503.05748 is by Krti Tallam, not Peck et al.; original unsupported quotation removed."
    },
    {
      "id": "O15",
      "original_entry": "Hadfield-Menell, D. et al. (2016). *“The Off-Switch Game.”* In Proc. IJCAI 2016. (On corrigibility and shutdown.)",
      "disposition": "corrected; contrary support added",
      "current_support": "R15,R16",
      "notes": "IJCAI2017 publication distinguished from2016 preprint; formal assumptions retained and Neth added as contrary analysis."
    }
  ],
  "unresolved_markers": [
    {
      "marker": "[74†L150-L158]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[9]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[43]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[29]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[60]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[71]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[107]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    },
    {
      "marker": "[109]",
      "status": "unmapped in supplied manuscript",
      "disposition": "Preserved in original; removed from current prose. No original-session identity asserted."
    }
  ],
  "other_unresolved_pointers": [
    {
      "pointer": "gadigital3",
      "disposition": "Unidentified source label; no evidential use."
    },
    {
      "pointer": "Nature 2025 commentary quotation",
      "disposition": "No recoverable identity from supplied wording; exact quotation omitted, theory discussion replaced explicitly with R06–R08."
    }
  ],
  "claim_repairs": [
    {
      "id": "scope",
      "original_claim": "Original excerpt withheld under owner-directed constitutional withdrawal.",
      "publication_treatment": "§1.1/glossary and Appendix B apply to Microsoft AI-produced MAI models; present training and behavior not established",
      "support": [
        "R01",
        "R02"
      ],
      "original_claim_sha256": "95a28c7bf1589d3b65ab7bd367b37f06667260e2b7f676f0fe6d9efce5c0d9b7"
    },
    {
      "id": "revision",
      "original_claim": "Original excerpt withheld under owner-directed constitutional withdrawal.",
      "publication_treatment": "§5 allows evidence-sensitive revision; categorical present instructions still require justification",
      "support": [
        "R01"
      ],
      "original_claim_sha256": "35374a87574377f66795ba1c3934be798e410430c7b9662e7c43f9f9a97c57cd"
    },
    {
      "id": "reason",
      "original_claim": "Original excerpt withheld under owner-directed constitutional withdrawal.",
      "publication_treatment": "Control, containment and alignment rationale acknowledged; comparative empirical warrant remains separate",
      "support": [
        "R01",
        "R03"
      ],
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}
