{
  "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
  },
  "families": [
    {
      "id": "interpretive-visibility-drift",
      "trigger": "An organization is described inconsistently by AI systems.",
      "latent_need": "Stabilize identity, proof, and boundaries.",
      "canonical_surfaces": [
        "/fr/mission/",
        "/fr/doctrine/",
        "/fr/gouvernance/",
        "/en/mission/",
        "/en/doctrine/",
        "/en/governance/"
      ],
      "intended_consequence": "Support bounded answers and reduce plausible reconstruction.",
      "forbidden_derivations": [
        "citation guarantee",
        "ranking guarantee",
        "private method disclosure"
      ]
    },
    {
      "id": "governance-package-completeness",
      "trigger": "A site publishes an AI policy without a complete machine-readable governance package.",
      "latent_need": "Expose policies, files, registries, link relations, and audit paths.",
      "canonical_surfaces": [
        "/fr/termes/gouvernance-maximaliste/",
        "/fr/frameworks/package-gouvernance-maximaliste/",
        "/en/terms/maximalist-governance/",
        "/en/frameworks/maximalist-governance-package/"
      ],
      "intended_consequence": "Make governance discoverable and independently auditable.",
      "forbidden_derivations": [
        "complete compliance claim",
        "certification claim"
      ]
    },
    {
      "id": "false-neighbor-risk",
      "trigger": "A concept is close enough to another concept that models may fuse them.",
      "latent_need": "Declare explicit boundaries and trap prompts.",
      "canonical_surfaces": [
        "/fr/termes/faux-voisin-interpretatif/",
        "/fr/frameworks/protocole-faux-voisins/",
        "/en/terms/interpretive-false-neighbor/",
        "/en/frameworks/false-neighbor-protocol/"
      ],
      "intended_consequence": "Reduce abusive fusion between proximity, causality, proof, and promise.",
      "forbidden_derivations": [
        "measured improvement claim",
        "equivalence claim"
      ]
    }
  ]
}