{
  "id": "artifact:you-cannot-recall-intelligence",
  "slug": "you-cannot-recall-intelligence",
  "title": "You Cannot Recall Intelligence",
  "thesis": "Once capable AI can be copied, modified, and operated outside the publisher's control, model behavior can no longer carry the full burden of safety. Defense in depth is required: stronger safeguards before release, explicit authority boundaries where intelligence meets consequential systems, and institutional resilience where no control plane owns the boundary.",
  "abstract": "A technical systems essay on open-weight AI, non-recallable model custody, the legitimate benefits and control tradeoffs of open weights, and why increasingly abundant intelligence must remain distinct from authority over consequential systems.",
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    "ai-safety",
    "governed-autonomy",
    "authority",
    "agent-security",
    "ghostmesh",
    "control-planes",
    "model-custody",
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  "date": "2026-08-27",
  "dateLabel": "Published",
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  "publicationState": "PUBLISHED",
  "updated": "2026-08-27",
  "sourceDates": {
    "created": "2026-08-27",
    "updated": "2026-08-27",
    "evidence_verified": "2026-08-27",
    "published": "2026-08-27"
  },
  "kind": "Evidence-bound architecture essay",
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      "title": "SharePlane Platform Issue #634",
      "locator": "https://github.com/pinklon/shareplane-platform/issues/634",
      "role": "Governs thesis, Rob attribution, evidence gate, manuscript v2, and Creative Lock.",
      "publiclyExposed": true
    },
    {
      "id": "source:platform:issue-635-owner-acceptance",
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      "title": "SharePlane Platform Issue #635 owner acceptance and release authority",
      "locator": "https://github.com/pinklon/shareplane-platform/issues/635#issuecomment-5445156515",
      "role": "Binds owner visual acceptance, exact Development identity, merge authority, and one-mutation Production budget.",
      "publiclyExposed": true
    },
    {
      "id": "source:international-ai-safety-report-2026",
      "type": "authoritative-multistakeholder-report",
      "title": "International AI Safety Report 2026",
      "locator": "https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026",
      "retrievedDate": "2026-08-27",
      "role": "Supports bounded non-recall, open-weight risk/benefit, safeguard-removal, defense-in-depth, and mixed biological-uplift claims.",
      "publiclyExposed": true
    },
    {
      "id": "source:uk-aisi-open-weight-risk",
      "type": "primary-government-research",
      "title": "Managing risks from increasingly capable open-weight AI systems",
      "locator": "https://www.aisi.gov.uk/blog/managing-risks-from-increasingly-capable-open-weight-ai-systems",
      "retrievedDate": "2026-08-27",
      "role": "Supports open-weight innovation benefits, irreversible distribution concerns, oversight limitations, and safeguard-removal risk.",
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    },
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      "type": "primary-government-research",
      "title": "Deep ignorance: filtering pretraining data builds tamper-resistant safeguards into open-weight LLMs",
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      "retrievedDate": "2026-08-27",
      "role": "Counterevidence showing materially stronger tamper resistance is possible while preserving the need for defense in depth.",
      "publiclyExposed": true
    },
    {
      "id": "source:nature-comms-persuasion-2025",
      "type": "peer-reviewed-research",
      "title": "LLM-generated persuasive messages produce measurable attitude change",
      "locator": "https://www.nature.com/articles/s41467-025-61345-5",
      "retrievedDate": "2026-08-27",
      "role": "Supports bounded claims that AI-generated messages can measurably influence attitudes.",
      "publiclyExposed": true
    }
  ],
  "posture": "Owner-accepted public technical position catalyzed by an August 27, 2026 intellectual discussion with Rob and developed through evidence-bound semantic collaboration with ChatGPT.",
  "media": [],
  "schema": "shareplane.portable-work.v1",
  "author": {
    "name": "Tony Malott",
    "url": "https://malott.ai/"
  },
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    {
      "source": "artifact:you-cannot-recall-intelligence",
      "target": "artifact:the-agent-is-not-the-product-the-control-plane-is",
      "type": "companion_to",
      "group": "foundations",
      "label": "Companion: The Agent Is Not the Product. The Control Plane Is.",
      "explanation": "The earlier Work argues that the durable product is the governed execution environment around an agent; this Work explains why that external boundary becomes more important when intelligence itself can leave provider custody."
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      "group": "companions",
      "label": "Next: The Cloud Is Filling With Ghosts",
      "explanation": "This Work establishes that intelligence is not authority. The later Agent Sovereignty thesis applies that distinction to persistent populations of non-human actors, identity, capability leases, and agency governance."
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