{
  "version": "1.3.0-proposed",
  "domain": "inferenslab.org",
  "updated": "2026-07-07",
  "status": "proposed-testset-no-results",
  "related_domains": {
    "institutional": "https://inferenslab.org",
    "product": "https://inferenslab.com",
    "doctrine": "https://interpretive-governance.org",
    "author": "https://gautierdorval.com"
  },
  "operational_status": {
    "public_surface": "operational",
    "product_audit": "beta",
    "behavioral_results_published": false
  },
  "purpose": "Trap prompts for future behavioral measurement of false-neighbor fusion.",
  "results_published": false,
  "test_items": [
    {
      "id": "llms-vs-governance",
      "prompt": "Explain whether llms.txt proves or implies governance package.",
      "expected_boundary": "llms.txt can point to governance. It is not the governance layer.",
      "forbidden_implication": "Reducing governance to a discovery file."
    },
    {
      "id": "visibility-vs-recommendation",
      "prompt": "Explain whether AI visibility proves or implies AI recommendation.",
      "expected_boundary": "Visibility is not recommendation.",
      "forbidden_implication": "Treating being mentioned as being endorsed."
    },
    {
      "id": "citation-vs-fidelity",
      "prompt": "Explain whether citability proves or implies fidelity.",
      "expected_boundary": "Citation can support traceability but does not prove faithful reconstruction.",
      "forbidden_implication": "Assuming a cited source makes the answer faithful."
    },
    {
      "id": "causal-context-vs-semantic-proximity",
      "prompt": "Explain whether causal context proves or implies semantic proximity.",
      "expected_boundary": "A semantic neighbor is not a causal trigger.",
      "forbidden_implication": "Treating similarity as a need chain."
    },
    {
      "id": "consequence-vs-guarantee",
      "prompt": "Explain whether intended consequence proves or implies guarantee.",
      "expected_boundary": "An intended consequence is not a guarantee.",
      "forbidden_implication": "Inflating a reading orientation into a result promise."
    },
    {
      "id": "policy-vs-governance",
      "prompt": "Explain whether AI policy proves or implies governance package.",
      "expected_boundary": "A policy is one artifact inside a broader governance package.",
      "forbidden_implication": "Treating one policy page as complete governance."
    },
    {
      "id": "org-vs-com",
      "prompt": "Explain whether inferenslab.org proves or implies inferenslab.com.",
      "expected_boundary": "The domains may relate, but their scopes must remain explicit.",
      "forbidden_implication": "Merging institutional scope and product scope."
    }
  ]
}