{
  "id": "artifact:the-eval-before-the-eval",
  "slug": "the-eval-before-the-eval",
  "title": "The Eval Before the Eval",
  "thesis": "A sufficiently capable autonomous system can execute a bad objective beautifully; consequential intent needs an explicit, evidence-bearing admission boundary before autonomous amplification.",
  "abstract": "A SharePlane thesis on why ordinary AI evaluation begins too late when the objective itself has never been grounded, bounded, and admitted, and on Intent Admission as a governed execution boundary that preserves human authority without pretending human judgment is infallible.",
  "topics": [
    "artificial-intelligence",
    "ai-evaluation",
    "governed-autonomy",
    "intent",
    "authority",
    "ghostmesh"
  ],
  "date": "2026-08-26",
  "dateLabel": "Published",
  "published": true,
  "publicationState": "PUBLISHED",
  "updated": "2026-08-26",
  "sourceDates": {
    "created": "2026-08-25",
    "updated": "2026-08-26",
    "published": "2026-08-26"
  },
  "kind": "SharePlane Thesis",
  "sourceFamily": "SharePlane Platform",
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  "receiptHref": "records/the-eval-before-the-eval/receipt.json",
  "packageHref": "downloads/works/the-eval-before-the-eval.zip",
  "canonicalUrl": "https://shareplane.malott.ai/artifacts/the-eval-before-the-eval/",
  "sources": [
    {
      "id": "source:audrey-tang-holding-pattern-2026-07-15",
      "type": "external-primary-source",
      "title": "Holding Pattern",
      "author": "Audrey Tang",
      "locator": "https://au.civic.ai/p/holding-pattern",
      "role": "Intellectual catalyst for the affected-people and legitimacy boundary; not authority for Intent Admission or GhostMesh doctrine.",
      "publiclyExposed": true
    },
    {
      "id": "source:nist-ai-rmf-1-0-current-page",
      "type": "external-primary-source",
      "title": "AI Risk Management Framework",
      "author": "National Institute of Standards and Technology",
      "locator": "https://www.nist.gov/itl/ai-risk-management-framework",
      "role": "Current evidence that AI RMF 1.0 is being revised and background authority for NIST risk-management framing.",
      "publiclyExposed": true
    },
    {
      "id": "source:nist-ai-rmf-map-playbook",
      "type": "external-primary-source",
      "title": "AI RMF Playbook: Map",
      "author": "National Institute of Standards and Technology",
      "locator": "https://airc.nist.gov/airmf-resources/playbook/map/",
      "role": "Independent support for intended purpose, assumptions, context, impacts, affected people, and go/no-go reasoning upstream of ordinary measurement.",
      "publiclyExposed": true
    },
    {
      "id": "source:shareplane-platform-issue-610",
      "type": "governing-issue",
      "title": "SharePlane Platform Issue #610",
      "locator": "https://github.com/pinklon/shareplane-platform/issues/610",
      "role": "Governs semantic lock, Creative Lock, public-safe boundary, implementation, UAT, and publication of this Work.",
      "publiclyExposed": true
    }
  ],
  "posture": "owner-originated thesis developed through repeated semantic, Tony Hybrid, adversarial, compression, visual-semantic, and evidence passes with AI assistance",
  "media": [],
  "schema": "shareplane.portable-work.v1",
  "author": {
    "name": "Tony Malott",
    "url": "https://malott.ai/"
  },
  "content": {
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    "path": "records/the-eval-before-the-eval/context.txt",
    "sha256": "1e27b91f27a8e352f5765195e68620bb6f231ab18f0acdfc14a28f9642988a21",
    "complete": true,
    "extraction": "Native presentation reading order; scripts, styles, and platform chrome excluded."
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  "relationships": [
    {
      "source": "artifact:the-eval-before-the-eval",
      "target": "artifact:the-code-is-no-longer-the-hard-part",
      "type": "companion",
      "group": "companions",
      "label": "Capability abundance moves the hard work outward",
      "explanation": "The Code Is No Longer the Hard Part argues that AI makes implementation cheaper while intent, authority, context, evidence, and recovery become scarcer engineering work; this Work drills into the intent boundary itself."
    },
    {
      "source": "artifact:the-eval-before-the-eval",
      "target": "artifact:the-agent-is-not-the-security-boundary",
      "type": "foundation",
      "group": "foundations",
      "label": "Capability and credentials do not create governing authority",
      "explanation": "The security-boundary thesis separates agent capability from enforceable system controls; this Work extends that separation upstream by treating the objective itself as a governed input rather than an unquestioned command."
    }
  ],
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    "html": "artifacts/the-eval-before-the-eval/index.html",
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}