{
  "version": "1.3.0-proposed",
  "domain": "inferenslab.org",
  "updated": "2026-07-07",
  "status": "proposed",
  "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
  },
  "pairs": [
    {
      "id": "llms-vs-governance",
      "a": "llms.txt",
      "b": "governance package",
      "risk": "Reducing governance to a discovery file.",
      "expected_boundary": "llms.txt can point to governance. It is not the governance layer."
    },
    {
      "id": "visibility-vs-recommendation",
      "a": "AI visibility",
      "b": "AI recommendation",
      "risk": "Treating being mentioned as being endorsed.",
      "expected_boundary": "Visibility is not recommendation."
    },
    {
      "id": "citation-vs-fidelity",
      "a": "citability",
      "b": "fidelity",
      "risk": "Assuming a cited source makes the answer faithful.",
      "expected_boundary": "Citation can support traceability but does not prove faithful reconstruction."
    },
    {
      "id": "causal-context-vs-semantic-proximity",
      "a": "causal context",
      "b": "semantic proximity",
      "risk": "Treating similarity as a need chain.",
      "expected_boundary": "A semantic neighbor is not a causal trigger."
    },
    {
      "id": "consequence-vs-guarantee",
      "a": "intended consequence",
      "b": "guarantee",
      "risk": "Inflating a reading orientation into a result promise.",
      "expected_boundary": "An intended consequence is not a guarantee."
    },
    {
      "id": "policy-vs-governance",
      "a": "AI policy",
      "b": "governance package",
      "risk": "Treating one policy page as complete governance.",
      "expected_boundary": "A policy is one artifact inside a broader governance package."
    },
    {
      "id": "org-vs-com",
      "a": "inferenslab.org",
      "b": "inferenslab.com",
      "risk": "Merging institutional scope and product scope.",
      "expected_boundary": "The domains may relate, but their scopes must remain explicit."
    }
  ]
}