{
  "version": "1.2.0",
  "name": "InferensLab doctrine blog",
  "domain": "inferenslab.org",
  "primary_domain": "inferenslab.org",
  "last_updated": "2026-08-20",
  "non_operational": true,
  "doctrine_source": "https://gautierdorval.com",
  "contact": {
    "email": "info@inferenslab.org"
  },
  "languages": [
    "fr",
    "en"
  ],
  "feeds": {
    "rss": "https://inferenslab.org/feed.xml",
    "json": "https://inferenslab.org/feed.json"
  },
  "notes": "Historical derivative corpus preserved for continuity. No new author-canon article is mirrored; current research dependencies are registered in research-programs.json.",
  "items": [
    {
      "id": "absence-de-signal-comme-signal",
      "title_fr": "L’absence de signal comme signal",
      "title_en": "The absence of a signal as a signal",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/absence-de-signal-comme-signal",
        "en": "https://inferenslab.org/en/blog/absence-of-signal-signal"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/absence-de-signal-comme-signal/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "structural_absence_vs_observed_overinference",
        "editorial_note": "Parallel surfaces kept distinct: one defines the structural doctrine of absence; the companion note documents the observed behavior that appears when systems over-infer from that absence.",
        "related_urls": [
          "https://inferenslab.org/en/blog/absence-of-signal-inference-trigger",
          "https://inferenslab.org/en/blog/absence-of-signal-signal",
          "https://inferenslab.org/fr/blogue/absence-de-signal-comme-signal",
          "https://inferenslab.org/fr/blogue/absence-de-signal-declencheur-inference"
        ],
        "companion_note_ids": [
          "absence-de-signal-declencheur-inference"
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        "contrast_axis": "structural_absence_vs_observed_overinference"
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      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "authority_boundary",
      "title_fr": "Frontière d’autorité : déduire sans inférer",
      "title_en": "Authority boundaries: deduce without over‑inferring",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/frontiere-autorite",
        "en": "https://inferenslab.org/en/blog/authority-boundaries-deduction-vs-inference"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/frontiere-autorite-deduction-inference/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
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      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/authority-boundary-what-ai-can-deduce",
          "https://inferenslab.org/fr/blogue/frontiere-autorite-deduction-inference"
        ],
        "absorbed_aliases": [
          "Authority boundary: what AI can deduce, and what it must not infer",
          "Frontière d’autorité : ce que l’IA peut déduire, et ce qu’elle ne doit pas inférer"
        ]
      }
    },
    {
      "id": "desambiguisation-de-marque",
      "title_fr": "Désambiguïsation de marque : un problème structurel",
      "title_en": "Brand disambiguation: a structural problem",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/desambiguisation-de-marque",
        "en": "https://inferenslab.org/en/blog/brand-disambiguation-a-structural-problem"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/desambiguisation-de-marque/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "environnements-interpretables",
      "title_fr": "Architecture sémantique : concevoir des environnements interprétables",
      "title_en": "Semantic architecture: designing interpretable environments",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/environnements-interpretables",
        "en": "https://inferenslab.org/en/blog/semantic-architecture-designing-interpretable-environments"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/environnements-interpretables/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "fidelity_proof",
      "title_fr": "Preuve de fidélité : quand la citation ne suffit plus",
      "title_en": "Proof of fidelity: why citations are no longer enough",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/preuve-fidelite",
        "en": "https://inferenslab.org/en/blog/proof-of-fidelity-why-citations-no"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/preuve-fidelite-citation-insuffisante/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/proof-of-fidelity-why-citation-no",
          "https://inferenslab.org/fr/blogue/preuve-fidelite-citation-insuffisante"
        ],
        "absorbed_aliases": [
          "Proof of fidelity: why a citation is no longer enough",
          "Preuve de fidélité : pourquoi une citation ne suffit plus"
        ]
      }
    },
    {
      "id": "frontiere-autorite-deduction-inference",
      "title_fr": "Frontière d’autorité : ce que l’IA peut déduire, et ce qu’elle ne doit pas inférer",
      "title_en": "Authority boundary: what AI can deduce, and what it must not infer",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/frontiere-autorite-deduction-inference",
        "en": "https://inferenslab.org/en/blog/authority-boundary-what-ai-can-deduce"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/frontiere-autorite-deduction-inference/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/frontiere-autorite",
        "en": "https://inferenslab.org/en/blog/authority-boundaries-deduction-vs-inference"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "authority_boundary",
        "related_urls": [
          "https://inferenslab.org/en/blog/authority-boundaries-deduction-vs-inference",
          "https://inferenslab.org/fr/blogue/frontiere-autorite"
        ]
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    },
    {
      "id": "gouverner-interpretation",
      "title_fr": "Gouverner l’interprétation sans sur-optimiser",
      "title_en": "Governing interpretation without over-optimizing",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouverner-interpretation",
        "en": "https://inferenslab.org/en/blog/governing-interpretation-without-over-optimizing"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/gouverner-interpretation/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "hierarchie-information-acte-de-gouvernance",
      "title_fr": "La hiérarchie de l’information comme acte de gouvernance",
      "title_en": "Information hierarchy as an act of governance",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hierarchie-information-acte-de-gouvernance",
        "en": "https://inferenslab.org/en/blog/information-hierarchy-act-governance"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/hierarchie-information-acte-de-gouvernance/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "ia-extrapolent-perimetre-flou",
      "title_fr": "Pourquoi les IA extrapolent quand le périmètre est flou",
      "title_en": "Why AI extrapolates when the scope is unclear",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ia-extrapolent-perimetre-flou",
        "en": "https://inferenslab.org/en/blog/why-ai-extrapolates-when-scope-unclear"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/ia-extrapolent-perimetre-flou/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "interpretation_trace",
      "title_fr": "Trace d’interprétation : auditabilité sans boîte noire",
      "title_en": "Interpretation traces: auditability without exposing the black box",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/trace-interpretation",
        "en": "https://inferenslab.org/en/blog/interpretation-traces-auditability-without-exposing-black"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/trace-interpretation-auditabilite/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/interpretation-trace-making-answer-auditable-without",
          "https://inferenslab.org/fr/blogue/trace-interpretation-auditabilite"
        ],
        "absorbed_aliases": [
          "Interpretation trace: making an answer auditable without exposing the black box",
          "Trace d’interprétation : rendre une réponse auditable sans exposer la boîte noire"
        ]
      }
    },
    {
      "id": "interpretive_observability",
      "title_fr": "Observabilité interprétative : signaux publics, sans recette",
      "title_en": "Interpretive observability: publish signals, not recipes",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/observabilite-interpretative",
        "en": "https://inferenslab.org/en/blog/interpretive-observability-publish-signals-not-recipes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/observabilite-interpretative-metrics-minimales/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "pouvoir-de-version-correction",
      "title_fr": "Pouvoir de version : pourquoi la correction doit être versionnée comme du logiciel",
      "title_en": "Version power: why corrections must be versioned like software",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pouvoir-de-version-correction",
        "en": "https://inferenslab.org/en/blog/version-power-why-corrections-must-versioned"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/pouvoir-de-version-correction/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/pouvoir-version",
        "en": "https://inferenslab.org/en/blog/version-authority-corrections-must-be-versioned"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "version_authority",
        "related_urls": [
          "https://inferenslab.org/en/blog/version-authority-corrections-must-be-versioned",
          "https://inferenslab.org/fr/blogue/pouvoir-version"
        ]
      }
    },
    {
      "id": "preuve-fidelite-citation-insuffisante",
      "title_fr": "Preuve de fidélité : pourquoi une citation ne suffit plus",
      "title_en": "Proof of fidelity: why a citation is no longer enough",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/preuve-fidelite-citation-insuffisante",
        "en": "https://inferenslab.org/en/blog/proof-of-fidelity-why-citation-no"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/preuve-fidelite-citation-insuffisante/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/preuve-fidelite",
        "en": "https://inferenslab.org/en/blog/proof-of-fidelity-why-citations-no"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "fidelity_proof",
        "related_urls": [
          "https://inferenslab.org/en/blog/proof-of-fidelity-why-citations-no",
          "https://inferenslab.org/fr/blogue/preuve-fidelite"
        ]
      }
    },
    {
      "id": "rag-fiable-probleme-de-limites",
      "title_fr": "RAG fiable : pourquoi la gouvernance est un problème de limites, pas de retrieval",
      "title_en": "Reliable RAG: why governance is a boundary problem, not a retrieval problem",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/rag-fiable-probleme-de-limites",
        "en": "https://inferenslab.org/en/blog/reliable-rag-why-governance-boundary-problem"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/rag-fiable-probleme-de-limites/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/rag-gouvernance",
        "en": "https://inferenslab.org/en/blog/reliable-rag-boundaries-matter-more-than"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "rag_governance",
        "related_urls": [
          "https://inferenslab.org/en/blog/reliable-rag-boundaries-matter-more-than",
          "https://inferenslab.org/fr/blogue/rag-gouvernance"
        ]
      }
    },
    {
      "id": "rag_governance",
      "title_fr": "RAG fiable : un problème de limites avant le retrieval",
      "title_en": "Reliable RAG: boundaries matter more than retrieval",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/rag-gouvernance",
        "en": "https://inferenslab.org/en/blog/reliable-rag-boundaries-matter-more-than"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/rag-fiable-probleme-de-limites/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/reliable-rag-why-governance-boundary-problem",
          "https://inferenslab.org/fr/blogue/rag-fiable-probleme-de-limites"
        ],
        "absorbed_aliases": [
          "Reliable RAG: why governance is a boundary problem, not a retrieval problem",
          "RAG fiable : pourquoi la gouvernance est un problème de limites, pas de retrieval"
        ]
      }
    },
    {
      "id": "reduire-espace-erreur",
      "title_fr": "Réduire l’espace d’erreur des systèmes algorithmiques",
      "title_en": "Reducing the error space of algorithmic systems",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/reduire-espace-erreur",
        "en": "https://inferenslab.org/en/blog/reducing-the-error-space-algorithmic-systems"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/reduire-espace-erreur/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "structurer-cest-exclure",
      "title_fr": "Structurer, c’est exclure",
      "title_en": "Structuring is excluding",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/structurer-cest-exclure",
        "en": "https://inferenslab.org/en/blog/structuring-is-excluding"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/structurer-cest-exclure/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "trace-interpretation-auditabilite",
      "title_fr": "Trace d’interprétation : rendre une réponse auditable sans exposer la boîte noire",
      "title_en": "Interpretation trace: making an answer auditable without exposing the black box",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/trace-interpretation-auditabilite",
        "en": "https://inferenslab.org/en/blog/interpretation-trace-making-answer-auditable-without"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/trace-interpretation-auditabilite/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/trace-interpretation",
        "en": "https://inferenslab.org/en/blog/interpretation-traces-auditability-without-exposing-black"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "interpretation_trace",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretation-traces-auditability-without-exposing-black",
          "https://inferenslab.org/fr/blogue/trace-interpretation"
        ]
      }
    },
    {
      "id": "version_authority",
      "title_fr": "Pouvoir de version : corriger, c’est aussi versionner",
      "title_en": "Version authority: corrections must be versioned",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pouvoir-version",
        "en": "https://inferenslab.org/en/blog/version-authority-corrections-must-be-versioned"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/pouvoir-de-version-correction/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "architecture-semantique",
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/version-power-why-corrections-must-versioned",
          "https://inferenslab.org/fr/blogue/pouvoir-de-version-correction"
        ],
        "absorbed_aliases": [
          "Version power: why corrections must be versioned like software",
          "Pouvoir de version : pourquoi la correction doit être versionnée comme du logiciel"
        ]
      }
    },
    {
      "id": "ai-act-index-interpretatif",
      "title_fr": "AI Act : index interprétatif, obligations, surfaces, preuves",
      "title_en": "AI Act interpretive index: obligations, surfaces, evidence",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ai-act-index-interpretatif",
        "en": "https://inferenslab.org/en/blog/ai-act-interpretive-index-pragmatic-map"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/ai-act-index-interpretatif/",
        "published": "2026-01-25"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "atlas-interpretatif-web-generatif-ai-act",
      "title_fr": "Atlas interprétatif du Web génératif : phénomènes, cartographies et gouvernabilité",
      "title_en": "Interpretive atlas of the generative web: phenomena, maps, and governability",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/atlas-interpretatif-web-generatif-ai-act",
        "en": "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/atlas-interpretatif-web-generatif-ai-act/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "editorial_role": "hub",
      "continuity": {
        "phase": "2026-04-09-phase-5-selective-canonicalization",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-governance-full-map-phenomena-mechanisms",
          "https://inferenslab.org/en/blog/phenomena-matrix-v2-updated-axes-drift"
        ],
        "redirected_from": [
          "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-six-governability",
          "https://inferenslab.org/fr/blogue/atlas-interpretatif-web-generatif"
        ]
      },
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "cartographie-desalignement-onsite-offsite",
      "title_fr": "Cartographie du désalignement : réduire les contradictions on-site / off-site",
      "title_en": "Disalignment map: reducing on-site/off-site contradictions",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/cartographie-desalignement-onsite-offsite",
        "en": "https://inferenslab.org/en/blog/disalignment-map-reducing-on-siteoff-site-contradictions"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/cartographie-desalignement-onsite-offsite/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "diagnostic_map_vs_realignment_program",
        "editorial_note": "Parallel surfaces kept distinct: one diagnoses the contradiction terrain; the companion note describes the synchronization program needed to realign it.",
        "related_urls": [
          "https://inferenslab.org/en/blog/disalignment-map-reducing-on-siteoff-site-contradictions",
          "https://inferenslab.org/en/blog/signal-synchronization-reducing-on-siteoff-site-contradictions",
          "https://inferenslab.org/fr/blogue/cartographie-desalignement-onsite-offsite",
          "https://inferenslab.org/fr/blogue/synchronisation-signaux-reduire-contradictions-onsite-offsite"
        ],
        "companion_note_ids": [
          "synchronisation-signaux-reduire-contradictions-onsite-offsite"
        ],
        "contrast_axis": "diagnostic_map_vs_realignment_program"
      },
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "ecart-canon-sortie-mesure-distortion",
      "title_fr": "Écart canon-sortie : mesurer la distorsion plutôt que débattre du « vrai »",
      "title_en": "Canon-to-output gap: measuring distortion rather than debating “truth”",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ecart-canon-sortie-mesure-distortion",
        "en": "https://inferenslab.org/en/blog/canon-to-output-gap-measuring-distortion-rather-than"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/ecart-canon-sortie-mesure-distortion/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-biometrie-bornes-interdits-transparence-non-actions",
      "title_fr": "Gouvernance biométrie : bornes, interdits, transparence, non-actions",
      "title_en": "Biometrics governance: boundaries, prohibitions, transparency, non-actions",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-biometrie-bornes-interdits-transparence-non-actions",
        "en": "https://inferenslab.org/en/blog/biometrics-governance-boundaries-prohibitions-transparency-non-actions"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-biometrie-bornes-interdits-transparence-non-actions/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-credit-facteurs-negations-justification-temporalite",
      "title_fr": "Gouvernance crédit : facteurs, négations, justification, temporalité",
      "title_en": "Credit governance: factors, negations, justification, temporality",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-credit-facteurs-negations-justification-temporalite",
        "en": "https://inferenslab.org/en/blog/credit-governance-factors-negations-justification-temporality"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-credit-facteurs-negations-justification-temporalite/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-ecommerce-attributs-negations-variantes-preuves",
      "title_fr": "Gouvernance e-commerce : attributs, négations, variantes, preuves",
      "title_en": "E-commerce governance: attributes, negations, variants, evidence",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-ecommerce-attributs-negations-variantes-preuves",
        "en": "https://inferenslab.org/en/blog/e-commerce-governance-attributes-negations-variants-evidence"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-ecommerce-attributs-negations-variantes-preuves/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-education-seuils-preuves-non-actions-legitimes",
      "title_fr": "Gouvernance éducation : seuils, preuves, non-actions légitimes",
      "title_en": "Education governance: thresholds, evidence, legitimate non-actions",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-education-seuils-preuves-non-actions-legitimes",
        "en": "https://inferenslab.org/en/blog/education-governance-thresholds-evidence-legitimate-non-actions"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-education-seuils-preuves-non-actions-legitimes/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-legal-juridictions-exceptions-validite-temporelle",
      "title_fr": "Gouvernance légal : juridictions, exceptions, validité temporelle",
      "title_en": "Legal governance: jurisdictions, exceptions, temporal validity",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-legal-juridictions-exceptions-validite-temporelle",
        "en": "https://inferenslab.org/en/blog/legal-governance-jurisdictions-exceptions-temporal-validity"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-legal-juridictions-exceptions-validite-temporelle/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-rh-criteres-exclusions-biais-tracabilite",
      "title_fr": "Gouvernance RH : critères, exclusions, biais, traçabilité",
      "title_en": "HR governance: criteria, exclusions, bias, traceability",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-rh-criteres-exclusions-biais-tracabilite",
        "en": "https://inferenslab.org/en/blog/hr-governance-criteria-exclusions-bias-traceability"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-rh-criteres-exclusions-biais-tracabilite/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "phenomenes-d-interpretation",
        "gouvernance-ai"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
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    },
    {
      "id": "gouvernance-sante-prudence-sources-limites-escalade-humaine",
      "title_fr": "Gouvernance santé : prudence, sources, limites, escalade humaine",
      "title_en": "Health governance: caution, sources, boundaries, human escalation",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-sante-prudence-sources-limites-escalade-humaine",
        "en": "https://inferenslab.org/en/blog/health-governance-caution-sources-boundaries-human"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-sante-prudence-sources-limites-escalade-humaine/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-secteur-public-criteres-preuves-recours-transparence",
      "title_fr": "Gouvernance secteur public : critères, preuves, recours, transparence",
      "title_en": "Public-sector governance: criteria, evidence, appeals, transparency",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-secteur-public-criteres-preuves-recours-transparence",
        "en": "https://inferenslab.org/en/blog/public-sector-governance-criteria-evidence-appeals-transparency"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-secteur-public-criteres-preuves-recours-transparence/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "gouvernance-temporelle",
      "title_fr": "Gouvernance temporelle : déclarer ce qui est valide, périmé ou conditionnel",
      "title_en": "Temporal governance: declaring what is valid, stale, or conditional",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-temporelle",
        "en": "https://inferenslab.org/en/blog/temporal-governance-declaring-what-valid-stale"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/gouvernance-temporelle/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "graphe-identite-gouvernee",
      "title_fr": "Graphe d’identité gouvernée : relations, rôles et périmètres",
      "title_en": "Governed identity graph: relations, roles, and scopes",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/graphe-identite-gouvernee",
        "en": "https://inferenslab.org/en/blog/governed-identity-graph-relations-roles-scopes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/graphe-identite-gouvernee/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "hierarchie-des-sources",
      "title_fr": "Hiérarchie des sources : organiser les conflits interprétatifs",
      "title_en": "Source hierarchy: organizing interpretive conflicts",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hierarchie-des-sources",
        "en": "https://inferenslab.org/en/blog/source-hierarchy-organizing-interpretive-conflicts"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/hierarchie-des-sources/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "indice-drift-mesurer-variance-formulation",
      "title_fr": "Indice de drift : mesurer la variance de formulation dans le temps",
      "title_en": "Drift index: measuring formulation variance over time",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/indice-drift-mesurer-variance-formulation",
        "en": "https://inferenslab.org/en/blog/drift-index-measuring-formulation-variance-over"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/indice-drift-mesurer-variance-formulation/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "lexique-controle",
      "title_fr": "Lexique contrôlé : noms officiels des phénomènes et définitions non ambiguës",
      "title_en": "Controlled lexicon: official phenomenon names and unambiguous definitions",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/lexique-controle",
        "en": "https://inferenslab.org/en/blog/controlled-lexicon-official-phenomenon-names-unambiguous"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/lexique-controle/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "matrice-des-mecanismes-generatifs",
      "title_fr": "Matrice des mécanismes génératifs : compression, arbitrage, figement, temporalité",
      "title_en": "Matrix of generative mechanisms: compression, arbitration, freezing, temporality",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/matrice-des-mecanismes-generatifs",
        "en": "https://inferenslab.org/en/blog/matrix-of-generative-mechanisms-compression-arbitration"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/matrice-des-mecanismes-generatifs/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "matrice-des-phenomenes-2",
      "title_fr": "Matrice des phénomènes : cartographier les dérives par couche (complément)",
      "title_en": "Phenomena matrix: mapping drifts by affected layer (supplement)",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/matrice-des-phenomenes-2",
        "en": "https://inferenslab.org/en/blog/phenomena-matrix-v2-updated-axes-drift"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/matrice-des-phenomenes-2/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "editorial_role": "hub",
      "continuity": {
        "phase": "2026-04-09-phase-4-safe-redirect-batch",
        "related_urls": [
          "https://inferenslab.org/en/blog/phenomena-matrix-mapping-drifts-affected-layer",
          "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps",
          "https://inferenslab.org/en/blog/interpretive-governance-full-map-phenomena-mechanisms"
        ],
        "redirected_from": [
          "https://inferenslab.org/en/blog/phenomena-matrix-mapping-drifts-affected-layer",
          "https://inferenslab.org/fr/blogue/matrice-des-phenomenes"
        ]
      },
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "modele-de-negations",
      "title_fr": "Modèle de négations : ce qu’une entité est, n’est pas, exclut, refuse",
      "title_en": "Negation model: what an entity is, is not, excludes, refuses",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/modele-de-negations",
        "en": "https://inferenslab.org/en/blog/negation-model-what-entity-excludes-refuses"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/modele-de-negations/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "niveaux-d-assertion",
      "title_fr": "Niveaux d’assertion : fait observé, inférence, hypothèse, opinion",
      "title_en": "Assertion levels: observed fact, inference, hypothesis, opinion",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/niveaux-d-assertion",
        "en": "https://inferenslab.org/en/blog/assertion-levels-observed-fact-inference-hypothesis"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/niveaux-d-assertion/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "observabilite-interpretative-metrics-protocole",
      "title_fr": "Observabilité interprétative : métriques minimales et protocole de validation",
      "title_en": "Interpretive observability: minimal metrics and a validation protocol",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/observabilite-interpretative-metrics-protocole",
        "en": "https://inferenslab.org/en/blog/interpretive-observability-minimal-metrics-validation-protocol"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/observabilite-interpretative-metrics-protocole/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "continuity": {
        "phase": "2026-04-09-phase-4-safe-redirect-batch",
        "redirected_from": [
          "https://inferenslab.org/en/blog/interpretive-observability-minimal-metrics-log",
          "https://inferenslab.org/fr/blogue/observabilite-interpretative-metrics-minimales"
        ]
      },
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "offre-gouvernable",
      "title_fr": "Cartographie de l’offre gouvernable : attributs stables, variables et négations",
      "title_en": "Map of a governable offer: stable attributes, variables, and negations",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/offre-gouvernable",
        "en": "https://inferenslab.org/en/blog/map-of-governable-offer-stable-attributes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/offre-gouvernable/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "protocole-validation-cross-modeles-entite",
      "title_fr": "Protocole de validation cross-modèles : tester une entité sans biais",
      "title_en": "Cross-model validation protocol: testing an entity without bias",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/protocole-validation-cross-modeles-entite",
        "en": "https://inferenslab.org/en/blog/cross-model-validation-protocol-testing-entity-without"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/protocole-validation-cross-modeles-entite/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "seuil-de-gouvernabilite",
      "title_fr": "Le seuil de gouvernabilité : à partir de quand un site devient interprétable sans dérive",
      "title_en": "Governability threshold: when does a site become interpretable without drift",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/seuil-de-gouvernabilite",
        "en": "https://inferenslab.org/en/blog/governability-threshold-when-does-site-become"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/seuil-de-gouvernabilite/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "systeme-de-renvois-canoniques",
      "title_fr": "Système de renvois canoniques : relier phénomène → cartographie → doctrine",
      "title_en": "Canonical cross-reference system: linking phenomenon → map → doctrine",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/systeme-de-renvois-canoniques",
        "en": "https://inferenslab.org/en/blog/canonical-cross-reference-system-linking-phenomenon-map"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/systeme-de-renvois-canoniques/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "transparence-generative-article-50-declaration-gouvernee",
      "title_fr": "Transparence générative : quand déclarer ne suffit plus à gouverner l’interprétation",
      "title_en": "Generative transparency: when declaring is no longer enough to govern interpretation",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/transparence-generative-article-50-declaration-gouvernee",
        "en": "https://inferenslab.org/en/blog/generative-transparency-when-declaring-no-longer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/transparence-generative-article-50-declaration-gouvernee/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 20,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "architecture-semantique",
        "phenomenes-d-interpretation",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
        "en": "https://inferenslab.org/en/topics/sense-cartographies"
      }
    },
    {
      "id": "ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque",
      "title_fr": "Ce que fait une IA quand deux sources se contredisent sur une marque",
      "title_en": "What AI does when two sources contradict each other about a brand",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque",
        "en": "https://inferenslab.org/en/blog/ai-does-when-two-sources-contradict"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/ce-que-fait-une-ia-quand-deux-sources-se-contre-disent-sur-une-marque/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia",
      "title_fr": "Ce que “non indiqué” signifie réellement dans une réponse d’IA",
      "title_en": "What “not specified” really means in an AI answer",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia",
        "en": "https://inferenslab.org/en/blog/not-specified-really-means-ai-answer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/ce-que-non-indique-signifie-reellement-dans-une-reponse-d-ia/",
        "published": "2026-01-20"
      },
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      "topic_order": 30,
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        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques",
      "title_fr": "Comment une IA arbitre entre définition canonique et rumeurs publiques",
      "title_en": "How AI arbitrates between canonical definition and public rumors",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques",
        "en": "https://inferenslab.org/en/blog/how-ai-arbitrates-between-canonical-definition"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/comment-une-ia-arbitre-entre-definition-canonique-et-rumeurs-publiques/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic",
      "title_fr": "Pourquoi l’architecture d’un site influence plus l’IA que son trafic",
      "title_en": "Why a site’s architecture influences AI more than its traffic",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic",
        "en": "https://inferenslab.org/en/blog/why-a-sites-architecture-influences-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-l-architecture-d-un-site-influence-plus-l-ia-que-son-trafic/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire",
      "title_fr": "Pourquoi une IA préfère une source claire à une source populaire",
      "title_en": "Why AI prefers a clear source over a popular one",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire",
        "en": "https://inferenslab.org/en/blog/why-ai-prefers-clear-source-over"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-ia-prefere-une-source-claire-a-une-source-populaire/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "pourquoi-une-ia-se-tait-plutot-que-d-inventer",
      "title_fr": "Pourquoi une IA se tait plutôt que d’inventer",
      "title_en": "Why AI stays silent rather than inventing",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pourquoi-une-ia-se-tait-plutot-que-d-inventer",
        "en": "https://inferenslab.org/en/blog/why-ai-stays-silent-rather-than"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-ia-se-tait-plutot-que-d-inventer/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo",
      "title_fr": "Pourquoi une marque peut disparaître des réponses d’IA sans avoir perdu son SEO",
      "title_en": "Why a brand can disappear from AI answers without losing its SEO",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo",
        "en": "https://inferenslab.org/en/blog/why-a-brand-can-disappear-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/pourquoi-une-marque-peut-disparaitre-des-reponses-ia-sans-avoir-perdu-son-seo/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "quand-le-silence-d-une-ia-est-un-signal-de-fiabilite",
      "title_fr": "Quand le silence d’une IA est un signal de fiabilité",
      "title_en": "When AI silence is a reliability signal",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-le-silence-d-une-ia-est-un-signal-de-fiabilite",
        "en": "https://inferenslab.org/en/blog/when-ai-silence-reliability-signal"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/quand-le-silence-d-une-ia-est-un-signal-de-fiabilite/",
        "published": "2026-01-20"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "web-ouvert-vs-environnements-fermes",
      "title_fr": "Web ouvert vs environnements fermés : la gouvernance ne se déploie pas pareil",
      "title_en": "Open web vs closed environments: governance does not deploy the same way",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "category_id": "interpretation-et-ia",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/web-ouvert-vs-environnements-fermes",
        "en": "https://inferenslab.org/en/blog/open-web-vs-closed-environments-governance"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/web-ouvert-vs-environnements-fermes/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 30,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "gouvernance-exogene",
        "architecture-semantique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
        "en": "https://inferenslab.org/en/topics/interpretation-and-ai"
      }
    },
    {
      "id": "agent-devient-decideur-implicite-responsabilite-deplacee",
      "title_fr": "Quand l’agent devient décideur implicite : la responsabilité se déplace sans bruit",
      "title_en": "When the agent becomes an implicit decision-maker: responsibility shifts silently",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/agent-devient-decideur-implicite-responsabilite-deplacee",
        "en": "https://inferenslab.org/en/blog/agent-as-implicit-decision-maker"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/agent-devient-decideur-implicite-responsabilite-deplacee/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "agentique-environnement-ferme-donnees-propres-insuffisant",
      "title_fr": "Agentique en environnement fermé : pourquoi des données propres ne suffisent pas",
      "title_en": "Agentic systems in closed environments: why clean data is not enough",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/agentique-environnement-ferme-donnees-propres-insuffisant",
        "en": "https://inferenslab.org/en/blog/agentic-systems-closed-environments-why-clean"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/agentique-environnement-ferme-donnees-propres-insuffisant/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "arbitrage-autorite-hierarchisation-sources-credibles",
      "title_fr": "Arbitrage d’autorité : comment les IA hiérarchisent des sources crédibles",
      "title_en": "Authority arbitration: how AI ranks credible sources",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/arbitrage-autorite-hierarchisation-sources-credibles",
        "en": "https://inferenslab.org/en/blog/authority-arbitration-how-ai-ranks-credible"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/arbitrage-autorite-hierarchisation-sources-credibles/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "arbitrage-probabiliste-formulations-concurrentes",
      "title_fr": "L’arbitrage probabiliste : comment une IA choisit entre deux formulations concurrentes",
      "title_en": "Probabilistic arbitration: how AI chooses between competing formulations",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/arbitrage-probabiliste-formulations-concurrentes",
        "en": "https://inferenslab.org/en/blog/probabilistic-arbitration-how-ai-chooses-between"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/arbitrage-probabiliste-formulations-concurrentes/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "architecture-seo-condition-gouvernance",
      "title_fr": "Pourquoi une architecture SEO solide est une condition préalable à toute gouvernance interprétative",
      "title_en": "Why a solid SEO architecture is a prerequisite for any interpretive governance",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/architecture-seo-condition-gouvernance",
        "en": "https://inferenslab.org/en/blog/why-a-solid-seo-architecture-prerequisite"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/architecture-seo-condition-gouvernance/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "auteur-organisation-service-niveaux-attribution",
      "title_fr": "Auteur, organisation, service : pourquoi les IA mélangent les niveaux d’attribution",
      "title_en": "Author, organization, service: why AI mixes attribution levels",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/auteur-organisation-service-niveaux-attribution",
        "en": "https://inferenslab.org/en/blog/author-organization-service-why-ai-mixes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/auteur-organisation-service-niveaux-attribution/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "autorite-reputation-signaux-faibles",
      "title_fr": "Autorité, réputation et signaux faibles : comment les IA arbitrent sans vérité centrale",
      "title_en": "Authority, reputation, and weak signals: how AI arbitrates without a central truth",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/autorite-reputation-signaux-faibles",
        "en": "https://inferenslab.org/en/blog/authority-reputation-weak-signals-how-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/autorite-reputation-signaux-faibles/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "editorial_role": "primary_frame",
      "continuity": {
        "phase": "2026-04-09-phase-4-safe-redirect-batch",
        "related_urls": [
          "https://inferenslab.org/en/blog/weak-signals-reputation-how-ai-stabilizes"
        ],
        "redirected_from": [
          "https://inferenslab.org/en/blog/weak-signals-reputation-how-ai-stabilizes",
          "https://inferenslab.org/fr/blogue/reputation-signaux-faibles"
        ]
      },
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "avis-forums-mentions-signaux-dominants",
      "title_fr": "Avis, forums, mentions : pourquoi quelques signaux peuvent dominer une synthèse",
      "title_en": "Reviews, forums, mentions: why a few signals can dominate a synthesis",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/avis-forums-mentions-signaux-dominants",
        "en": "https://inferenslab.org/en/blog/reviews-forums-mentions-why-few-signals"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/avis-forums-mentions-signaux-dominants/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "bien-reference-mal-compris",
      "title_fr": "Quand un site est bien référencé mais mal compris par les IA",
      "title_en": "When a site ranks well but is poorly understood by AI",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/bien-reference-mal-compris",
        "en": "https://inferenslab.org/en/blog/when-a-site-ranks-well-poorly"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/bien-reference-mal-compris/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "biometrie-ia-confusion-identification-verification-surveillance",
      "title_fr": "Biométrie : quand l’IA confond identification, vérification et surveillance",
      "title_en": "Biometrics: when AI confuses identification, verification, and surveillance",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/biometrie-ia-confusion-identification-verification-surveillance",
        "en": "https://inferenslab.org/en/blog/biometrics-when-ai-confuses-identification-verification"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/biometrie-ia-confusion-identification-verification-surveillance/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "bundles-options-offres-complexes",
      "title_fr": "Bundles et options : pourquoi les offres complexes sont systématiquement mal interprétées",
      "title_en": "Bundles and options: why complex offers are systematically misinterpreted",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/bundles-options-offres-complexes",
        "en": "https://inferenslab.org/en/blog/bundles-and-options-why-complex-offers"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/bundles-options-offres-complexes/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "changement-offre-refonte-pivot",
      "title_fr": "Changement d’offre, refonte, pivot : pourquoi les IA restent bloquées dans le passé",
      "title_en": "Offer changes, redesigns, pivots: why AI stays stuck in the past",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/changement-offre-refonte-pivot",
        "en": "https://inferenslab.org/en/blog/offer-changes-redesigns-pivots-why-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/changement-offre-refonte-pivot/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "collision-interpretative-fusion-entites",
      "title_fr": "Collision interprétative : fusion d’entités et hallucinations de synthèse",
      "title_en": "Interpretive collision: entity fusion and synthesis hallucinations",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/collision-interpretative-fusion-entites",
        "en": "https://inferenslab.org/en/blog/interpretive-collision-entity-fusion-synthesis-hallucinations"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/collision-interpretative-fusion-entites/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/collision-interpretative",
        "en": "https://inferenslab.org/en/blog/interpretive-collisions-entity-fusion-downstream-distortion"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "interpretive_collision",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-collisions-entity-fusion-downstream-distortion",
          "https://inferenslab.org/fr/blogue/collision-interpretative"
        ]
      }
    },
    {
      "id": "compression-semantique-disparition-information",
      "title_fr": "La compression sémantique : pourquoi certaines informations disparaissent toujours",
      "title_en": "Semantic compression: why some information always disappears",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/compression-semantique-disparition-information",
        "en": "https://inferenslab.org/en/blog/semantic-compression-why-some-information-always"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/compression-semantique-disparition-information/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "confusion-de-role-expert-fondateur-auteur",
      "title_fr": "La confusion de rôle : expert, fondateur, porte-parole, auteur",
      "title_en": "Role confusion: expert, founder, spokesperson, author",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/confusion-de-role-expert-fondateur-auteur",
        "en": "https://inferenslab.org/en/blog/role-confusion-expert-founder-spokesperson-author"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/confusion-de-role-expert-fondateur-auteur/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "confusion-personne-marque-produit",
      "title_fr": "Confusion personne, marque, produit : anatomie d’une identité numérique mal définie",
      "title_en": "Person, brand, product confusion: anatomy of a poorly defined digital identity",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/confusion-personne-marque-produit",
        "en": "https://inferenslab.org/en/blog/person-brand-product-confusion-anatomy-poorly"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/confusion-personne-marque-produit/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "contradictions-sources-credibles-arbitrage-silencieux",
      "title_fr": "Sources crédibles contradictoires : quand l’arbitrage devient silencieux",
      "title_en": "Contradictory credible sources: when arbitration becomes silent",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/contradictions-sources-credibles-arbitrage-silencieux",
        "en": "https://inferenslab.org/en/blog/contradictory-credible-sources-when-arbitration-becomes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/contradictions-sources-credibles-arbitrage-silencieux/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "credit-ia-scoring-implicite-durcissement-acces",
      "title_fr": "Crédit : quand l’IA “score” sans le dire et durcit l’accès",
      "title_en": "Credit: when AI “scores” without saying so and tightens access",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/credit-ia-scoring-implicite-durcissement-acces",
        "en": "https://inferenslab.org/en/blog/credit-when-ai-scores-without-saying"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/credit-ia-scoring-implicite-durcissement-acces/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "de-la-page-a-l-entite",
      "title_fr": "De la page à l’entité : ce que les IA calculent réellement lorsqu’elles « comprennent » un site",
      "title_en": "From page to entity: what AI really computes when it “understands” a site",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/de-la-page-a-l-entite",
        "en": "https://inferenslab.org/en/blog/from-page-entity-what-ai-really"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/de-la-page-a-l-entite/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "derive-temporelle-version-obsolete-citee",
      "title_fr": "La dérive temporelle : quand une version obsolète continue d’être citée",
      "title_en": "Temporal drift: when an obsolete version keeps being cited",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/derive-temporelle-version-obsolete-citee",
        "en": "https://inferenslab.org/en/blog/temporal-drift-when-obsolete-version-keeps"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/derive-temporelle-version-obsolete-citee/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "diagnostic-sans-questionner-llm-signaux-indirects",
      "title_fr": "Diagnostic sans questionner un LLM : identifier une mauvaise interprétation par signaux indirects",
      "title_en": "Diagnosis without querying an LLM: identifying a misinterpretation via indirect signals",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/diagnostic-sans-questionner-llm-signaux-indirects",
        "en": "https://inferenslab.org/en/blog/diagnosis-without-querying-llm-identifying-misinterpretation"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/diagnostic-sans-questionner-llm-signaux-indirects/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "dissonance-entite-environnement-contredit-source",
      "title_fr": "Dissonance d’entité : quand l’environnement contredit la source officielle",
      "title_en": "Entity dissonance: when the environment contradicts the official source",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/dissonance-entite-environnement-contredit-source",
        "en": "https://inferenslab.org/en/blog/entity-dissonance-when-environment-contradicts-official"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/dissonance-entite-environnement-contredit-source/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "domination-source-tierce-perte-autorite-site",
      "title_fr": "Domination d’une source tierce : quand le site source perd l’autorité interprétative",
      "title_en": "Third-party source domination: when the source site loses interpretive authority",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/domination-source-tierce-perte-autorite-site",
        "en": "https://inferenslab.org/en/blog/third-party-source-domination-when-source-site"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/domination-source-tierce-perte-autorite-site/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "drift-de-perimetre-elargissement-offre",
      "title_fr": "Le drift de périmètre : quand l’IA élargit une offre au-delà de ce qui est réellement vendu",
      "title_en": "Scope drift: when AI expands an offer beyond what is actually sold",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/drift-de-perimetre-elargissement-offre",
        "en": "https://inferenslab.org/en/blog/scope-drift-when-ai-expands-offer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/drift-de-perimetre-elargissement-offre/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "dupliques-strategiques-variantes-fr-en-moyennisation-sens",
      "title_fr": "Duplications stratégiques : quand les variantes FR/EN moyennisent le sens",
      "title_en": "Strategic duplication: when FR/EN variants average out meaning",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/dupliques-strategiques-variantes-fr-en-moyennisation-sens",
        "en": "https://inferenslab.org/en/blog/strategic-duplication-when-fren-variants-average"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/dupliques-strategiques-variantes-fr-en-moyennisation-sens/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "education-ia-recommandations-decisions-implicites",
      "title_fr": "Éducation : quand l’IA transforme des recommandations en décisions implicites",
      "title_en": "Education: when AI turns recommendations into implicit decisions",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/education-ia-recommandations-decisions-implicites",
        "en": "https://inferenslab.org/en/blog/education-when-ai-turns-recommendations-implicit"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/education-ia-recommandations-decisions-implicites/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "effet-template-generalisations-ia",
      "title_fr": "L’effet template : comment les structures répétées induisent de fausses généralisations IA",
      "title_en": "The template effect: how repeated structures induce false AI generalizations",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/effet-template-generalisations-ia",
        "en": "https://inferenslab.org/en/blog/template-effect-how-repeated-structures-induce"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/effet-template-generalisations-ia/",
        "published": "2026-01-23"
      },
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      "topic_order": 40,
      "lane_id": "foundations",
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        "risque-interpretatif",
        "observation-terrain"
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      "topic_urls": {
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        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "facettes-filtres-pagination-dilution-interpretative",
      "title_fr": "Facettes, filtres et pagination : quand la structure e-commerce dilue l’interprétation",
      "title_en": "Facets, filters, and pagination: when e-commerce structure dilutes interpretation",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/facettes-filtres-pagination-dilution-interpretative",
        "en": "https://inferenslab.org/en/blog/facets-filters-pagination-when-e-commerce-structure"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/facettes-filtres-pagination-dilution-interpretative/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "figement-des-attributs-verite-stable",
      "title_fr": "Le figement des attributs : quand une description devient une vérité stable",
      "title_en": "Attribute freezing: when a description becomes a stable truth",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/figement-des-attributs-verite-stable",
        "en": "https://inferenslab.org/en/blog/attribute-freezing-when-description-becomes-stable"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/figement-des-attributs-verite-stable/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "fusion-acquisition-rebrand-gouverner-identite-changement",
      "title_fr": "Fusion, acquisition, rebrand : gouverner l’identité pendant un changement structurel",
      "title_en": "Merger, acquisition, rebrand: governing identity during structural change",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/fusion-acquisition-rebrand-gouverner-identite-changement",
        "en": "https://inferenslab.org/en/blog/merger-acquisition-rebrand-governing-identity-during"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/fusion-acquisition-rebrand-gouverner-identite-changement/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "geographie-implicite-zone-desservie-inventee",
      "title_fr": "Géographie implicite : quand l’IA invente des zones desservies",
      "title_en": "Implicit geography: when AI invents served areas",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/geographie-implicite-zone-desservie-inventee",
        "en": "https://inferenslab.org/en/blog/implicit-geography-when-ai-invents-served"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/geographie-implicite-zone-desservie-inventee/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "hallucination-echec-structuration-amont",
      "title_fr": "L’hallucination comme échec de structuration amont, pas comme bug du modèle",
      "title_en": "Hallucination as an upstream structuring failure, not a model bug",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hallucination-echec-structuration-amont",
        "en": "https://inferenslab.org/en/blog/hallucination-as-upstream-structuring-failure-model"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/hallucination-echec-structuration-amont/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "heritage-informationnel-ancienne-identite-domine",
      "title_fr": "Héritage informationnel : quand une ancienne identité continue de dominer",
      "title_en": "Informational legacy: when a former identity continues to dominate",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/heritage-informationnel-ancienne-identite-domine",
        "en": "https://inferenslab.org/en/blog/informational-legacy-when-former-identity-continues"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/heritage-informationnel-ancienne-identite-domine/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "historique-dominant-ancien-emporte-nouveau",
      "title_fr": "Historique dominant : quand l’ancien l’emporte toujours sur le nouveau",
      "title_en": "Dominant history: when the old always overrides the new",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/historique-dominant-ancien-emporte-nouveau",
        "en": "https://inferenslab.org/en/blog/dominant-history-when-old-always-overrides"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/historique-dominant-ancien-emporte-nouveau/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
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        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
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      "id": "homonymie-collisions-entites-partageant-nom",
      "title_fr": "Homonymie et collisions d’entités : quand plusieurs réalités partagent un même nom",
      "title_en": "Homonymy and entity collisions: when multiple realities share a name",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/homonymie-collisions-entites-partageant-nom",
        "en": "https://inferenslab.org/en/blog/homonymy-and-entity-collisions-when-multiple"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/homonymie-collisions-entites-partageant-nom/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
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      "id": "illusion-comparateur-donnees-non-comparables",
      "title_fr": "L’illusion du comparateur : comment l’IA crée des comparaisons sans données comparables",
      "title_en": "The comparator illusion: how AI creates comparisons without comparable data",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/illusion-comparateur-donnees-non-comparables",
        "en": "https://inferenslab.org/en/blog/comparator-illusion-how-ai-creates-comparisons"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/illusion-comparateur-donnees-non-comparables/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
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        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "interpretive_collision",
      "title_fr": "Collision interprétative : fusion d’entités et distorsion",
      "title_en": "Interpretive collisions: entity fusion and downstream distortion",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/collision-interpretative",
        "en": "https://inferenslab.org/en/blog/interpretive-collisions-entity-fusion-downstream-distortion"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/collision-interpretative-fusion-entites/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "phenomenes-d-interpretation",
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      "lane_id": "foundations",
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        "observation-terrain"
      ],
      "topic_urls": {
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        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/interpretive-collision-entity-fusion-synthesis-hallucinations",
          "https://inferenslab.org/fr/blogue/collision-interpretative-fusion-entites"
        ],
        "absorbed_aliases": [
          "Interpretive collision: entity fusion and synthesis hallucinations",
          "Collision interprétative : fusion d’entités et hallucinations de synthèse"
        ]
      }
    },
    {
      "id": "interpretive_smoothing",
      "title_fr": "Lissage interprétatif : pourquoi l’IA standardise le sens",
      "title_en": "Interpretive smoothing: why AI standardizes meaning",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/lissage-interpretatif",
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      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lissage-interpretatif-standardisation/",
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      },
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        "observation-terrain"
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      "continuity": {
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        "redirected_from": [
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        ],
        "absorbed_aliases": [
          "Interpretive smoothing: why AI standardizes your thinking",
          "Lissage interprétatif : pourquoi l’IA standardise ta pensée"
        ]
      }
    },
    {
      "id": "invisibilisation-interpretative-info-invisible",
      "title_fr": "Invisibilisation interprétative : quand l’info existe mais disparaît de la réponse",
      "title_en": "Interpretive invisibilization: when information exists but disappears from the answer",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/invisibilisation-interpretative-info-invisible",
        "en": "https://inferenslab.org/en/blog/interpretive-invisibilization-when-information-exists-disappears"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/invisibilisation-interpretative-info-invisible/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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      }
    },
    {
      "id": "le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus",
      "title_fr": "Le mythe du « bon contenu » : pourquoi la qualité éditoriale ne suffit plus",
      "title_en": "The myth of “good content”: why editorial quality is no longer enough",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus",
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      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/le-mythe-du-bon-contenu-pourquoi-la-qualite-editoriale-ne-suffit-plus/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "lecture-interpretative-adolescence-technology",
      "title_fr": "Lecture interprétative de The Adolescence of Technology",
      "title_en": "Interpretive reading of The Adolescence of Technology",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/lecture-interpretative-adolescence-technology",
        "en": "https://inferenslab.org/en/blog/interpretive-reading-adolescence-technology"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lecture-interpretative-adolescence-technology/",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
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      "id": "legal-ia-universalisation-regle-locale-precedent",
      "title_fr": "Légal : quand l’IA universalise une règle locale ou un précédent",
      "title_en": "Legal: when AI universalizes a local rule or precedent",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/legal-ia-universalisation-regle-locale-precedent",
        "en": "https://inferenslab.org/en/blog/legal-when-ai-universalizes-local-rule"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/legal-ia-universalisation-regle-locale-precedent/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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    },
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      "id": "lire-logs-ia-chemins-crawl-interpretation",
      "title_fr": "Lire les logs IA : ce que révèlent les chemins de crawl et les revisites",
      "title_en": "Reading AI logs: what crawl paths and revisits reveal",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/lire-logs-ia-chemins-crawl-interpretation",
        "en": "https://inferenslab.org/en/blog/reading-ai-logs-what-crawl-paths"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lire-logs-ia-chemins-crawl-interpretation/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
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        "risque-interpretatif",
        "observation-terrain"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "lissage-interpretatif-standardisation",
      "title_fr": "Lissage interprétatif : pourquoi l’IA standardise ta pensée",
      "title_en": "Interpretive smoothing: why AI standardizes your thinking",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/lissage-interpretatif-standardisation",
        "en": "https://inferenslab.org/en/blog/interpretive-smoothing-why-ai-standardizes-your"
      },
      "based_on": {
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      },
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        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/lissage-interpretatif",
        "en": "https://inferenslab.org/en/blog/interpretive-smoothing-why-ai-standardizes-meaning"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "interpretive_smoothing",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-smoothing-why-ai-standardizes-meaning",
          "https://inferenslab.org/fr/blogue/lissage-interpretatif"
        ]
      }
    },
    {
      "id": "medias-contenus-resumes-sans-citation",
      "title_fr": "Médias et contenus résumés sans citation : quand l’origine disparaît",
      "title_en": "Media and summarized content without citations: when the source disappears",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/medias-contenus-resumes-sans-citation",
        "en": "https://inferenslab.org/en/blog/media-and-summarized-content-without-citations"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/medias-contenus-resumes-sans-citation/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "mise-a-jour-vs-correction-ne-suffit-pas",
      "title_fr": "Mise à jour vs correction : pourquoi corriger un contenu ne suffit pas",
      "title_en": "Update vs correction: why fixing content is not enough",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/mise-a-jour-vs-correction-ne-suffit-pas",
        "en": "https://inferenslab.org/en/blog/update-vs-correction-why-fixing-content"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/mise-a-jour-vs-correction-ne-suffit-pas/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "multilingue-temporalite-versions-fr-en",
      "title_fr": "Multilingue et temporalité : quand les versions FR et EN ne vieillissent pas ensemble",
      "title_en": "Multilingual and temporality: when FR and EN versions do not age together",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/multilingue-temporalite-versions-fr-en",
        "en": "https://inferenslab.org/en/blog/multilingual-and-temporality-when-fr-en"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/multilingue-temporalite-versions-fr-en/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "offre-simplifiee-par-l-ia",
      "title_fr": "Quand une offre est simplifiée par l’IA : mécanismes de réduction et pertes de fidélité",
      "title_en": "When an offer is simplified by AI: reduction mechanisms and fidelity losses",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/offre-simplifiee-par-l-ia",
        "en": "https://inferenslab.org/en/blog/when-an-offer-simplified-ai-reduction"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/offre-simplifiee-par-l-ia/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "post-semantique-derives-autorite-defaut-juridiction",
      "title_fr": "Post-sémantique : la dérive d’autorité comme défaut de juridiction",
      "title_en": "Post-semantic: authority drift as a jurisdiction failure",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/post-semantique-derives-autorite-defaut-juridiction",
        "en": "https://inferenslab.org/en/blog/post-semantic-authority-drift-jurisdiction-failure"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-derives-autorite-defaut-juridiction/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "post-semantique-thinking-reasoning-gouvernance-interpretative",
      "title_fr": "Post-sémantique : quand l’IA pense, décide et outrepasse le texte",
      "title_en": "Post-semantic: when AI thinks, decides, and oversteps the text",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/post-semantique-thinking-reasoning-gouvernance-interpretative",
        "en": "https://inferenslab.org/en/blog/post-semantic-when-ai-thinks-decides-oversteps"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-thinking-reasoning-gouvernance-interpretative/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "post-semantique-web-ouvert-gouverner-sortie-insuffisant",
      "title_fr": "Post-sémantique sur le Web ouvert : pourquoi gouverner la sortie ne suffit pas",
      "title_en": "Post-semantic on the open web: why governing the output is not enough",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/post-semantique-web-ouvert-gouverner-sortie-insuffisant",
        "en": "https://inferenslab.org/en/blog/post-semantic-on-open-web-why-governing"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/post-semantique-web-ouvert-gouverner-sortie-insuffisant/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "prix-options-ecommerce-simplification-erreurs-ia",
      "title_fr": "Prix et options en e-commerce : pourquoi les IA simplifient et se trompent",
      "title_en": "Pricing and options in e-commerce: why AI simplifies and gets it wrong",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/prix-options-ecommerce-simplification-erreurs-ia",
        "en": "https://inferenslab.org/en/blog/pricing-and-options-e-commerce-why-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/prix-options-ecommerce-simplification-erreurs-ia/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "prix-options-exceptions",
      "title_fr": "Prix, options, exceptions : pourquoi les IA se trompent presque toujours sans gouvernance",
      "title_en": "Pricing, options, exceptions: why AI is almost always wrong without governance",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/prix-options-exceptions",
        "en": "https://inferenslab.org/en/blog/pricing-options-exceptions-why-ai-almost"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/prix-options-exceptions/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "rag-gouverne-inference-non-gouvernee-point-aveugle",
      "title_fr": "RAG gouverné, inférence non gouvernée : le point aveugle des agents métiers",
      "title_en": "Governed RAG, ungoverned inference: the blind spot of business agents",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/rag-gouverne-inference-non-gouvernee-point-aveugle",
        "en": "https://inferenslab.org/en/blog/governed-rag-ungoverned-inference-blind-spot"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/rag-gouverne-inference-non-gouvernee-point-aveugle/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "recrutement-ia-inference-criteres-non-declares",
      "title_fr": "Recrutement : quand l’IA infère des critères non déclarés",
      "title_en": "Recruiting: when AI infers undeclared criteria",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/recrutement-ia-inference-criteres-non-declares",
        "en": "https://inferenslab.org/en/blog/recruiting-when-ai-infers-undeclared-criteria"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/recrutement-ia-inference-criteres-non-declares/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
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    },
    {
      "id": "saas-integrations-confusion-natif-tierce",
      "title_fr": "Intégrations SaaS confondues avec des fonctions natives : quand le périmètre se dilate",
      "title_en": "SaaS integrations mistaken for native features: when scope expands",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/saas-integrations-confusion-natif-tierce",
        "en": "https://inferenslab.org/en/blog/saas-integrations-mistaken-native-features-when"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-integrations-confusion-natif-tierce/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "observation-terrain"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
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    },
    {
      "id": "saas-perimetre-fonctionnel-derive-promesse",
      "title_fr": "Périmètre fonctionnel SaaS : quand la promesse dérive sous interprétation",
      "title_en": "SaaS functional scope: when the promise drifts under interpretation",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/saas-perimetre-fonctionnel-derive-promesse",
        "en": "https://inferenslab.org/en/blog/saas-functional-scope-when-promise-drifts"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-perimetre-fonctionnel-derive-promesse/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
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    },
    {
      "id": "saas-plans-tarifaires-confondus-capacites",
      "title_fr": "Plans tarifaires SaaS confondus avec des capacités : quand le pricing redéfinit le produit",
      "title_en": "SaaS pricing plans mistaken for capabilities: when pricing redefines the product",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/saas-plans-tarifaires-confondus-capacites",
        "en": "https://inferenslab.org/en/blog/saas-pricing-plans-mistaken-capabilities-when"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-plans-tarifaires-confondus-capacites/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "saas-reduction-offre-a-une-fonction-unique",
      "title_fr": "SaaS réduit à une seule fonctionnalité : quand l’IA écrase la proposition de valeur",
      "title_en": "SaaS reduced to a single feature: when AI crushes the value proposition",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/saas-reduction-offre-a-une-fonction-unique",
        "en": "https://inferenslab.org/en/blog/saas-reduced-single-feature-when-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/saas-reduction-offre-a-une-fonction-unique/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "sante-ia-comble-vides-fausse-certitude",
      "title_fr": "Santé : quand l’IA comble les vides et crée une fausse certitude",
      "title_en": "Health: when AI fills gaps and creates false certainty",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/sante-ia-comble-vides-fausse-certitude",
        "en": "https://inferenslab.org/en/blog/health-when-ai-fills-gaps-creates"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/sante-ia-comble-vides-fausse-certitude/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
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        "risque-interpretatif",
        "observation-terrain"
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      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "schema-conflictuel-donnees-structurees-contradictoires",
      "title_fr": "Schema conflictuel : quand les données structurées s’annulent ou se contredisent",
      "title_en": "Conflicting schema: when structured data cancels out or contradicts itself",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/schema-conflictuel-donnees-structurees-contradictoires",
        "en": "https://inferenslab.org/en/blog/conflicting-schema-when-structured-data-cancels"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/schema-conflictuel-donnees-structurees-contradictoires/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "services-professionnels-confusion-expertise-perimetre",
      "title_fr": "Services professionnels confondus avec expertise universelle : quand le périmètre se dilue",
      "title_en": "Professional services mistaken for universal expertise: when scope dilutes",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/services-professionnels-confusion-expertise-perimetre",
        "en": "https://inferenslab.org/en/blog/professional-services-mistaken-universal-expertise-when"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/services-professionnels-confusion-expertise-perimetre/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "services-publics-ia-eligibilite-verite-binaire",
      "title_fr": "Services publics : quand l’IA transforme l’éligibilité en vérité binaire",
      "title_en": "Public services: when AI turns eligibility into binary truth",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/services-publics-ia-eligibilite-verite-binaire",
        "en": "https://inferenslab.org/en/blog/public-services-when-ai-turns-eligibility"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/services-publics-ia-eligibilite-verite-binaire/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "silence-informationnel-signal-negatif",
      "title_fr": "Le silence informationnel : quand l’absence de données devient un signal négatif",
      "title_en": "Informational silence: when lack of data becomes a negative signal",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/silence-informationnel-signal-negatif",
        "en": "https://inferenslab.org/en/blog/informational-silence-when-lack-data-becomes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/silence-informationnel-signal-negatif/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "silos-cocons-faq-stabiliser-le-sens",
      "title_fr": "Pourquoi les silos, cocons et FAQ ne servent plus seulement à ranker, mais à stabiliser le sens",
      "title_en": "Why silos, content cocoons, and FAQs no longer only rank, but stabilize meaning",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/silos-cocons-faq-stabiliser-le-sens",
        "en": "https://inferenslab.org/en/blog/why-silos-content-cocoons-faqs-no"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/silos-cocons-faq-stabiliser-le-sens/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "sources-credibles-contradictoires-choix-ia",
      "title_fr": "Quand des sources crédibles se contredisent : comment l’IA choisit (et pourquoi)",
      "title_en": "When two credible sources contradict: how AI chooses (and why)",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/sources-credibles-contradictoires-choix-ia",
        "en": "https://inferenslab.org/en/blog/when-two-credible-sources-contradict-how"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/sources-credibles-contradictoires-choix-ia/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "editorial_role": "primary_frame",
      "continuity": {
        "phase": "2026-04-09-phase-4-safe-redirect-batch",
        "related_urls": [
          "https://inferenslab.org/en/blog/when-credible-sources-contradict-fast-arbitration"
        ],
        "redirected_from": [
          "https://inferenslab.org/en/blog/when-credible-sources-contradict-fast-arbitration",
          "https://inferenslab.org/fr/blogue/sources-credibles-contradictoires"
        ]
      },
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "synchronisation-signaux-reduire-contradictions-onsite-offsite",
      "title_fr": "Synchronisation des signaux : réduire les contradictions on-site / off-site",
      "title_en": "Signal synchronization: reducing on-site/off-site contradictions",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/synchronisation-signaux-reduire-contradictions-onsite-offsite",
        "en": "https://inferenslab.org/en/blog/signal-synchronization-reducing-on-siteoff-site-contradictions"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/synchronisation-signaux-reduire-contradictions-onsite-offsite/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "diagnostic_map_vs_realignment_program",
        "editorial_note": "Parallel surfaces kept distinct: one diagnoses the contradiction terrain; the companion note describes the synchronization program needed to realign it.",
        "related_urls": [
          "https://inferenslab.org/en/blog/disalignment-map-reducing-on-siteoff-site-contradictions",
          "https://inferenslab.org/en/blog/signal-synchronization-reducing-on-siteoff-site-contradictions",
          "https://inferenslab.org/fr/blogue/cartographie-desalignement-onsite-offsite",
          "https://inferenslab.org/fr/blogue/synchronisation-signaux-reduire-contradictions-onsite-offsite"
        ],
        "companion_note_ids": [
          "cartographie-desalignement-onsite-offsite"
        ],
        "contrast_axis": "diagnostic_map_vs_realignment_program"
      },
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "syndrome-expert-par-defaut-proximite-semantique",
      "title_fr": "Le syndrome de l’expert par défaut : comment une proximité sémantique crée une expertise fictive",
      "title_en": "The default-expert syndrome: how semantic proximity creates fictitious expertise",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/syndrome-expert-par-defaut-proximite-semantique",
        "en": "https://inferenslab.org/en/blog/default-expert-syndrome-how-semantic-proximity-creates"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/syndrome-expert-par-defaut-proximite-semantique/",
        "published": "2026-01-23"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "temporalite-obsolescence-quand-l-ancien-persiste",
      "title_fr": "Temporalité et obsolescence : quand l’ancien persiste dans l’interprétation",
      "title_en": "Temporality and obsolescence: when the old persists in interpretation",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "category_id": "phenomenes-d-interpretation",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/temporalite-obsolescence-quand-l-ancien-persiste",
        "en": "https://inferenslab.org/en/blog/temporality-and-obsolescence-when-old-persists"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/temporalite-obsolescence-quand-l-ancien-persiste/",
        "published": "2026-01-24"
      },
      "non_operational": true,
      "topic_order": 40,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "risque-interpretatif",
        "observation-terrain"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
        "en": "https://inferenslab.org/en/topics/interpretive-phenomena"
      }
    },
    {
      "id": "boucles-auto-validantes-et-cristallisation-du-sens",
      "title_fr": "Boucles auto-validantes et cristallisation du sens",
      "title_en": "Self-validating loops and meaning crystallization",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/boucles-auto-validantes-et-cristallisation-du-sens",
        "en": "https://inferenslab.org/en/blog/self-validating-loops-and-meaning-crystallization"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/boucles-auto-validantes-et-cristallisation-du-sens/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "capture-interpretative-saturation-signaux",
      "title_fr": "Capture interprétative : saturation de signaux et détournement de vérité",
      "title_en": "Interpretive capture: signal saturation and truth hijacking",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/capture-interpretative-saturation-signaux",
        "en": "https://inferenslab.org/en/blog/interpretive-capture-signal-saturation-truth-hijacking"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/capture-interpretative-saturation-signaux/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "contraintes-explicites-et-reduction-de-l-inference",
      "title_fr": "Contraintes explicites et réduction de l’inférence",
      "title_en": "Explicit constraints and inference reduction",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/contraintes-explicites-et-reduction-de-l-inference",
        "en": "https://inferenslab.org/en/blog/explicit-constraints-and-inference-reduction"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/contraintes-explicites-et-reduction-de-l-inference/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "editorial_role": "companion_note",
      "continuity": {
        "phase": "2026-04-09-phase-3-consolidation",
        "related_urls": [
          "https://inferenslab.org/en/blog/observation-analysis-perspective-reducing-inference-explicit"
        ]
      },
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "distinguer-observation-analyse-et-perspective",
      "title_fr": "Distinguer observation, analyse et perspective",
      "title_en": "Distinguish observation, analysis, and perspective",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/distinguer-observation-analyse-et-perspective",
        "en": "https://inferenslab.org/en/blog/observation-analysis-perspective-reducing-inference-explicit"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/distinguer-observation-analyse-et-perspective/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "editorial_role": "primary_frame",
      "continuity": {
        "phase": "2026-04-09-phase-3-consolidation",
        "related_urls": [
          "https://inferenslab.org/en/blog/explicit-constraints-and-inference-reduction"
        ]
      },
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "empathie-simulee-et-stabilisation-du-dialogue",
      "title_fr": "Empathie simulée et stabilisation du dialogue",
      "title_en": "Simulated empathy and dialogue stabilization",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/empathie-simulee-et-stabilisation-du-dialogue",
        "en": "https://inferenslab.org/en/blog/simulated-empathy-and-dialogue-stabilization"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/empathie-simulee-et-stabilisation-du-dialogue/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "inertie-interpretative-correction",
      "title_fr": "Inertie interprétative : pourquoi les corrections ne “prennent” pas",
      "title_en": "Interpretive inertia: why corrections don’t “stick”",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/inertie-interpretative-correction",
        "en": "https://inferenslab.org/en/blog/interpretive-inertia-why-corrections-dont-stick"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/inertie-interpretative-correction/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "le-silence-n-est-pas-encore-gouverne",
      "title_fr": "Le silence n’est pas encore gouverné",
      "title_en": "Silence is not governed yet",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/le-silence-n-est-pas-encore-gouverne",
        "en": "https://inferenslab.org/en/blog/silence-is-not-governed-yet"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/le-silence-n-est-pas-encore-gouverne/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "narration-automatique-comme-strategie-de-stabilite",
      "title_fr": "Narration automatique comme stratégie de stabilité",
      "title_en": "Automatic narration as a stability strategy",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/narration-automatique-comme-strategie-de-stabilite",
        "en": "https://inferenslab.org/en/blog/automatic-narration-as-a-stability-strategy"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/narration-automatique-comme-strategie-de-stabilite/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "quand-une-ia-produit-du-recit-sans-demande-humaine",
      "title_fr": "Quand une IA produit du récit sans demande humaine",
      "title_en": "When AI produces narrative without a human request",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-une-ia-produit-du-recit-sans-demande-humaine",
        "en": "https://inferenslab.org/en/blog/when-ai-produces-narrative-without-human"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/quand-une-ia-produit-du-recit-sans-demande-humaine/",
        "published": "2026-01-17"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "soutenabilite-interpretative-budget-correction",
      "title_fr": "Soutenabilité interprétative : budget de correction et discipline de version",
      "title_en": "Interpretive sustainability: correction budget and version discipline",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "category_id": "dynamiques-interpretatives",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/soutenabilite-interpretative-budget-correction",
        "en": "https://inferenslab.org/en/blog/interpretive-sustainability-correction-budget-version-discipline"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/soutenabilite-interpretative-budget-correction/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 50,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "risque-interpretatif",
        "notes"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
        "en": "https://inferenslab.org/en/topics/interpretive-dynamics"
      }
    },
    {
      "id": "ce-que-lia-revele-des-failles-du-web-actuel",
      "title_fr": "Ce que l’IA révèle des failles du web actuel",
      "title_en": "What AI reveals about the flaws of today’s web",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ce-que-lia-revele-des-failles-du-web-actuel",
        "en": "https://inferenslab.org/en/blog/ai-reveals-about-flaws-todays-web"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/ce-que-lia-revele-des-failles-du-web-actuel/",
        "published": "2026-01-01"
      },
      "non_operational": true,
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "etre-en-avance-sans-devenir-inaudible",
      "title_fr": "Être en avance sans devenir inaudible",
      "title_en": "Being ahead without becoming inaudible",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/etre-en-avance-sans-devenir-inaudible",
        "en": "https://inferenslab.org/en/blog/being-ahead-without-becoming-inaudible"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/etre-en-avance-sans-devenir-inaudible/",
        "published": "2026-01-01"
      },
      "non_operational": true,
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "gouvernance-interpretative-carte-complete",
      "title_fr": "Gouvernance interprétative : carte complète, phénomènes et mécanismes",
      "title_en": "Interpretive governance: full map, phenomena, and mechanisms",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-interpretative-carte-complete",
        "en": "https://inferenslab.org/en/blog/interpretive-governance-full-map-phenomena-mechanisms"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/gouvernance-interpretative-carte-complete/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "editorial_role": "hub",
      "continuity": {
        "phase": "2026-04-09-phase-3-consolidation",
        "related_urls": [
          "https://inferenslab.org/en/blog/full-series-interpretive-governance",
          "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps",
          "https://inferenslab.org/en/blog/phenomena-matrix-v2-updated-axes-drift"
        ]
      },
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "gouverner-agent-gouverner-organisation-par-proxy",
      "title_fr": "Gouverner l’agent, c’est gouverner l’organisation par proxy",
      "title_en": "Governing the agent is governing the organization by proxy",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouverner-agent-gouverner-organisation-par-proxy",
        "en": "https://inferenslab.org/en/blog/governing-the-agent-governing-organization-proxy"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/gouverner-agent-gouverner-organisation-par-proxy/",
        "published": "2026-02-10"
      },
      "non_operational": true,
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "pourquoi-la-gouvernance-semantique-nest-pas-une-option",
      "title_fr": "Pourquoi la gouvernance sémantique n’est pas une option",
      "title_en": "Why semantic governance is not optional",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pourquoi-la-gouvernance-semantique-nest-pas-une-option",
        "en": "https://inferenslab.org/en/blog/why-semantic-governance-is-not-optional"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/pourquoi-la-gouvernance-semantique-nest-pas-une-option/",
        "published": "2026-01-01"
      },
      "non_operational": true,
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "quand-les-modeles-deviennent-plus-confiants-que-leurs-sources",
      "title_fr": "Quand les modèles deviennent plus confiants que leurs sources",
      "title_en": "When models become more confident than their sources",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-les-modeles-deviennent-plus-confiants-que-leurs-sources",
        "en": "https://inferenslab.org/en/blog/when-models-become-more-confident-than"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/quand-les-modeles-deviennent-plus-confiants-que-leurs-sources/",
        "published": "2026-01-01"
      },
      "non_operational": true,
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "serie-gouvernance-interpretative",
      "title_fr": "Série complète : gouvernance interprétative",
      "title_en": "Full series: interpretive governance",
      "category_fr": "Notes",
      "category_en": "Notes",
      "category_id": "notes",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/serie-gouvernance-interpretative",
        "en": "https://inferenslab.org/en/blog/full-series-interpretive-governance"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/reflexions-perspectives/serie-gouvernance-interpretative/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "editorial_role": "hub",
      "continuity": {
        "phase": "2026-04-09-phase-3-consolidation",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-governance-full-map-phenomena-mechanisms",
          "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps",
          "https://inferenslab.org/en/blog/phenomena-matrix-v2-updated-axes-drift"
        ]
      },
      "topic_order": 60,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "dynamiques-interpretatives",
        "reflexions-et-perspectives",
        "gouvernance-ai"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/notes",
        "en": "https://inferenslab.org/en/topics/notes"
      }
    },
    {
      "id": "baseline-publie-phase-0-observation-vs-preuve",
      "title_fr": "Baseline publié (phase 0) : ce que l’observation montre, et ce qu’elle ne prouve pas",
      "title_en": "Published baseline (phase 0): what observation shows, and what it does not prove",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/baseline-publie-phase-0-observation-vs-preuve",
        "en": "https://inferenslab.org/en/blog/published-baseline-phase-0-what-observation"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-02-11"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "comment-ia-decide-marque-citable",
      "title_fr": "Comment une IA décide qu’une marque est citable ou non",
      "title_en": "How AI decides whether a brand is citable",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/comment-ia-decide-marque-citable",
        "en": "https://inferenslab.org/en/blog/how-ai-decides-whether-brand-citable"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "faux-diagnostic-seo-biais-ia",
      "title_fr": "Pourquoi le problème n’est pas le SEO, ni un biais des IA",
      "title_en": "Why the problem is neither SEO nor AI bias",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/faux-diagnostic-seo-biais-ia",
        "en": "https://inferenslab.org/en/blog/why-the-problem-neither-seo-nor"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "gouvernance-ia-fonction-strategique",
      "title_fr": "Nous n’en sommes qu’au début : pourquoi la gouvernance IA devient une fonction stratégique",
      "title_en": "We are only at the beginning: why AI governance becomes a strategic function",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-ia-fonction-strategique",
        "en": "https://inferenslab.org/en/blog/we-are-only-beginning-why-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "hype-geo-fausses-solutions-optimisation-ia",
      "title_fr": "GEO, optimisation IA : pourquoi les réponses tactiques arrivent trop tard",
      "title_en": "GEO, AI optimization: why tactical answers arrive too late",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hype-geo-fausses-solutions-optimisation-ia",
        "en": "https://inferenslab.org/en/blog/geo-ai-optimization-why-tactical-answers"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "invisibilisation-marques-reponses-ia",
      "title_fr": "De l’invisibilisation des marques dans les réponses IA : un phénomène mal nommé",
      "title_en": "Brand invisibilization in AI answers: a poorly named phenomenon",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/invisibilisation-marques-reponses-ia",
        "en": "https://inferenslab.org/en/blog/brand-invisibilization-ai-answers-poorly-named"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "invisibilisation-risque-economique-systemique",
      "title_fr": "Quand l’invisibilisation devient un risque économique systémique",
      "title_en": "When invisibilization becomes a systemic economic risk",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/invisibilisation-risque-economique-systemique",
        "en": "https://inferenslab.org/en/blog/when-invisibilization-becomes-systemic-economic-risk"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "mesurer-invisibilisation-audit-presence-reponses-ia",
      "title_fr": "Mesurer l’invisibilisation : comment auditer une présence dans les réponses IA sans se tromper",
      "title_en": "Measuring invisibilization: how to audit presence in AI answers without fooling yourself",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/mesurer-invisibilisation-audit-presence-reponses-ia",
        "en": "https://inferenslab.org/en/blog/measuring-invisibilization-how-audit-presence-ai"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-01-29"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "observation-vs-attestation-q-ledger",
      "title_fr": "Observation vs attestation : pourquoi Q-Ledger est volontairement faible",
      "title_en": "Observation vs attestation: why Q-Ledger is intentionally weak",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/observation-vs-attestation-q-ledger",
        "en": "https://inferenslab.org/en/blog/observation-vs-attestation-why-q-ledger-intentionally"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-02-11"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "rendre-la-gouvernance-mesurable-q-metrics",
      "title_fr": "Rendre la gouvernance mesurable : Q-Metrics",
      "title_en": "Making governance measurable: Q-Metrics",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/rendre-la-gouvernance-mesurable-q-metrics",
        "en": "https://inferenslab.org/en/blog/making-governance-measurable-q-metrics"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-02-11"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "runbook-ops-du-log-au-snapshot",
      "title_fr": "Runbook & ops : du log au snapshot, sans fuite et sans dérive",
      "title_en": "Runbook & ops: from logs to snapshots, without leakage or drift",
      "category_fr": "Gouvernance IA",
      "category_en": "AI governance",
      "category_id": "gouvernance-ai",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/runbook-ops-du-log-au-snapshot",
        "en": "https://inferenslab.org/en/blog/runbook-amp-ops-logs-snapshots-without"
      },
      "based_on": {
        "url": "https://gautierdorval.com",
        "published": "2026-02-11"
      },
      "non_operational": true,
      "topic_order": 70,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "risque-interpretatif",
        "gouvernance-exogene",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
        "en": "https://inferenslab.org/en/topics/ai-governance"
      }
    },
    {
      "id": "gouvernance-autorite-externe-couche-risque-ia",
      "title_fr": "La gouvernance de l’autorité externe est désormais une couche de risque IA",
      "title_en": "External authority governance is now an AI risk layer",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-03-03",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-autorite-externe-couche-risque-ia",
        "en": "https://inferenslab.org/en/blog/external-authority-governance-now-ai-risk"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/eac-a2-q-layer-layer-3/",
        "published": "2026-03-03"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "arbitrage-sources-contradictoires-verite",
      "title_fr": "Quand l’IA arbitre entre des sources contradictoires et fabrique une vérité",
      "title_en": "When AI arbitrates between conflicting sources and manufactures a truth",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/arbitrage-sources-contradictoires-verite",
        "en": "https://inferenslab.org/en/blog/when-ai-arbitrates-between-conflicting-sources"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/arbitrage-sources-contradictoires-verite/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "assertions-sans-tracabilite-plausibilite-passif",
      "title_fr": "Quand l’IA produit des assertions sans traçabilité : de la plausibilité au passif",
      "title_en": "When AI produces assertions without traceability: from plausibility to liability",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/assertions-sans-tracabilite-plausibilite-passif",
        "en": "https://inferenslab.org/en/blog/when-ai-produces-assertions-without-traceability"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/assertions-sans-tracabilite-plausibilite-passif/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "canonical_silence",
      "title_fr": "Silence canonique : la non‑réponse comme sortie correcte",
      "title_en": "Canonical silence: when the correct output is a non‑answer",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/silence-canonique",
        "en": "https://inferenslab.org/en/blog/canonical-silence-when-correct-output-nonanswer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-canonique-non-reponse-legitime/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "risque-interpretatif",
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/canonical-silence-legitimate-non-answer-sometimes-correct",
          "https://inferenslab.org/fr/blogue/silence-canonique-non-reponse-legitime"
        ],
        "absorbed_aliases": [
          "Canonical silence and legitimate non-answer: sometimes the correct output is “I don’t know”",
          "Silence canonique et non-réponse légitime : la sortie correcte, c’est parfois « je ne sais pas »"
        ]
      }
    },
    {
      "id": "communication-publique-ia-position-officielle",
      "title_fr": "Communication publique : quand une réponse IA devient une position officiellle",
      "title_en": "Public communication: when an AI answer becomes an official position",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/communication-publique-ia-position-officielle",
        "en": "https://inferenslab.org/en/blog/public-communication-when-ai-answer-becomes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/communication-publique-ia-position-officielle/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "dette-interpretative-accumulation",
      "title_fr": "Dette interprétative : comment elle s’accumule sans erreur spectaculaire",
      "title_en": "Interpretive debt: how it accumulates without spectacular errors",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/dette-interpretative-accumulation",
        "en": "https://inferenslab.org/en/blog/interpretive-debt-how-accumulates-without-spectacular"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/dette-interpretative-accumulation/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/dette-interpretative",
        "en": "https://inferenslab.org/en/blog/interpretive-debt-silent-accumulation"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "interpretive_debt",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-debt-silent-accumulation",
          "https://inferenslab.org/fr/blogue/dette-interpretative"
        ]
      }
    },
    {
      "id": "gouvernance-interpretative-exigence-economique-juridique",
      "title_fr": "Pourquoi la gouvernance interprétative devient une exigence économique et juridique",
      "title_en": "Why interpretive governance becomes an economic and legal requirement",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/gouvernance-interpretative-exigence-economique-juridique",
        "en": "https://inferenslab.org/en/blog/why-interpretive-governance-becomes-economic-legal"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/gouvernance-interpretative-exigence-economique-juridique/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "hallucination-absence-legitimite-interpretative",
      "title_fr": "L’hallucination n’est pas le problème : l’absence de légitimité interprétative",
      "title_en": "Hallucination is not the problem: the absence of interpretive legitimacy",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hallucination-absence-legitimite-interpretative",
        "en": "https://inferenslab.org/en/blog/hallucination-is-problem-absence-interpretive-legitimacy"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/hallucination-absence-legitimite-interpretative/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "hierarchie-sources-opposabilite-ia",
      "title_fr": "Hiérarchie des sources : la condition minimale d’opposabilité d’une réponse IA",
      "title_en": "Source hierarchy: the minimal condition for an AI answer to be defensible",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hierarchie-sources-opposabilite-ia",
        "en": "https://inferenslab.org/en/blog/source-hierarchy-minimal-condition-ai-answer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/hierarchie-sources-opposabilite-ia/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "ia-erreur-probleme-juridique",
      "title_fr": "Quand une IA se trompe avec assurance : pourquoi l’erreur devient un problème juridique",
      "title_en": "When AI is confidently wrong: why error becomes a legal problem",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/ia-erreur-probleme-juridique",
        "en": "https://inferenslab.org/en/blog/ai-confident-error-legal-risk"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/ia-erreur-probleme-juridique/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "interpretive_debt",
      "title_fr": "Dette interprétative : l’accumulation silencieuse",
      "title_en": "Interpretive debt: the silent accumulation",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/dette-interpretative",
        "en": "https://inferenslab.org/en/blog/interpretive-debt-silent-accumulation"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/dette-interpretative-accumulation/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "risque-interpretatif",
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_from": [
          "https://inferenslab.org/en/blog/interpretive-debt-how-accumulates-without-spectacular",
          "https://inferenslab.org/fr/blogue/dette-interpretative-accumulation"
        ],
        "absorbed_aliases": [
          "Interpretive debt: how it accumulates without spectacular errors",
          "Dette interprétative : comment elle s’accumule sans erreur spectaculaire"
        ]
      }
    },
    {
      "id": "pas-de-solution-technique-aux-derives-interpretatives",
      "title_fr": "Pourquoi il n’existe pas de solution technologique aux dérives interprétatives",
      "title_en": "Why there is no technological solution to interpretive drifts",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/pas-de-solution-technique-aux-derives-interpretatives",
        "en": "https://inferenslab.org/en/blog/why-there-no-technological-solution-interpretive"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/pas-de-solution-technique-aux-derives-interpretatives/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "qui-est-responsable-quand-ia-repond-sans-legitimite",
      "title_fr": "Qui est responsable quand une IA répond sans légitimité ",
      "title_en": "Who is responsible when AI answers without legitimacy",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/qui-est-responsable-quand-ia-repond-sans-legitimite",
        "en": "https://inferenslab.org/en/blog/who-is-responsible-when-ai-answers"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/qui-est-responsable-quand-ia-repond-sans-legitimite/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "responsible-ai-ne-rend-pas-opposable",
      "title_fr": "Pourquoi Responsible AI ne rend pas une réponse opposable",
      "title_en": "Why Responsible AI does not make an answer defensible",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/responsible-ai-ne-rend-pas-opposable",
        "en": "https://inferenslab.org/en/blog/why-responsible-ai-does-make-answer"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/responsible-ai-ne-rend-pas-opposable/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "rh-inference-ia-risque-discrimination",
      "title_fr": "RH : quand une inférence IA devient un risque de discrimination",
      "title_en": "HR: when an AI inference becomes a discrimination risk",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/rh-inference-ia-risque-discrimination",
        "en": "https://inferenslab.org/en/blog/hr-when-ai-inference-becomes-discrimination"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/rh-inference-ia-risque-discrimination/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "silence-canonique-non-reponse-legitime",
      "title_fr": "Silence canonique et non-réponse légitime : la sortie correcte, c’est parfois « je ne sais pas »",
      "title_en": "Canonical silence and legitimate non-answer: sometimes the correct output is “I don’t know”",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/silence-canonique-non-reponse-legitime",
        "en": "https://inferenslab.org/en/blog/canonical-silence-legitimate-non-answer-sometimes-correct"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-canonique-non-reponse-legitime/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/silence-canonique",
        "en": "https://inferenslab.org/en/blog/canonical-silence-when-correct-output-nonanswer"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine.",
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "redirected_to_note_id": "canonical_silence",
        "related_urls": [
          "https://inferenslab.org/en/blog/canonical-silence-when-correct-output-nonanswer",
          "https://inferenslab.org/fr/blogue/silence-canonique"
        ]
      }
    },
    {
      "id": "silence-informationnel-non-reponse-legitime",
      "title_fr": "Le silence informationnel : quand la non-réponse devrait être la seule réponse légitime",
      "title_en": "Informational silence: when non-answer should be the only legitimate answer",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/silence-informationnel-non-reponse-legitime",
        "en": "https://inferenslab.org/en/blog/informational-silence-when-non-answer-should-only"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-informationnel-non-reponse-legitime/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "support-client-ia-engagement-entreprise",
      "title_fr": "Support client : quand une réponse IA engage l’entreprise sans autorité",
      "title_en": "Customer support: when an AI answer commits the company without authority",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "category_id": "risque-interpretatif",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/support-client-ia-engagement-entreprise",
        "en": "https://inferenslab.org/en/blog/customer-support-when-ai-answer-commits"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/risque-interpretatif/support-client-ia-engagement-entreprise/",
        "published": "2026-01-27"
      },
      "non_operational": true,
      "topic_order": 80,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "phenomenes-d-interpretation",
        "ere-agentique"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
        "en": "https://inferenslab.org/en/topics/interpretive-risk"
      }
    },
    {
      "id": "popularite-vs-admissibilite-web-ouvert",
      "title_fr": "Popularité ≠ admissibilité : pourquoi le web ouvert déstabilise l’autorité des réponses IA",
      "title_en": "Popularity ≠ admissibility: why the open web destabilizes authority in AI answers",
      "category_fr": "Gouvernance exogène",
      "category_en": "Exogenous governance",
      "category_id": "gouvernance-exogene",
      "published": "2026-03-03",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/popularite-vs-admissibilite-web-ouvert",
        "en": "https://inferenslab.org/en/blog/popularity-admissibility-why-open-web-destabilizes"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/interpretation-ia/claim-time-scope-eac/",
        "published": "2026-03-03"
      },
      "non_operational": true,
      "topic_order": 90,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "interpretation-et-ia",
        "risque-interpretatif",
        "seo-avance"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-exogene",
        "en": "https://inferenslab.org/en/topics/exogenous-governance"
      }
    },
    {
      "id": "authority_conflict",
      "title_fr": "Conflit d’autorité : gouverner l’arbitrage entre sources fortes",
      "title_en": "Authority conflicts: governing arbitration between strong sources",
      "category_fr": "Gouvernance exogène",
      "category_en": "Exogenous governance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/conflit-autorite",
        "en": "https://inferenslab.org/en/blog/authority-conflicts-governing-arbitration-between-strong"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/gouvernance-exogene/conflit-autorite-arbitrage/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "gouvernance-exogene",
      "continuity": {
        "phase": "2026-04-09-phase-5-selective-canonicalization",
        "redirected_from": [
          "https://inferenslab.org/en/blog/authority-conflict-what-do-when-two",
          "https://inferenslab.org/fr/blogue/conflit-autorite-arbitrage"
        ]
      },
      "topic_order": 90,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "interpretation-et-ia",
        "risque-interpretatif",
        "seo-avance"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-exogene",
        "en": "https://inferenslab.org/en/topics/exogenous-governance"
      }
    },
    {
      "id": "etude-de-cas-stabilisation-dune-identite",
      "title_fr": "Étude de cas : stabilisation d’une identité par gouvernance exogène",
      "title_en": "Case study: stabilizing an identity through exogenous governance",
      "category_fr": "Gouvernance exogène",
      "category_en": "Exogenous governance",
      "category_id": "gouvernance-exogene",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/etude-de-cas-stabilisation-dune-identite",
        "en": "https://inferenslab.org/en/blog/case-study-stabilizing-identity-through-exogenous"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/gouvernance-exogene/etude-de-cas-stabilisation-dune-identite/",
        "published": "2026-01-21"
      },
      "non_operational": true,
      "topic_order": 90,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "interpretation-et-ia",
        "risque-interpretatif",
        "seo-avance"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-exogene",
        "en": "https://inferenslab.org/en/topics/exogenous-governance"
      }
    },
    {
      "id": "stabilite-des-reponses-ia",
      "title_fr": "Pourquoi la stabilité des réponses IA est devenue un enjeu stratégique",
      "title_en": "Why the stability of AI answers has become a strategic issue",
      "category_fr": "Gouvernance exogène",
      "category_en": "Exogenous governance",
      "category_id": "gouvernance-exogene",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/stabilite-des-reponses-ia",
        "en": "https://inferenslab.org/en/blog/why-the-stability-ai-answers-has"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/gouvernance-exogene/stabilite-des-reponses-ia/",
        "published": "2026-01-21"
      },
      "non_operational": true,
      "topic_order": 90,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "interpretation-et-ia",
        "risque-interpretatif",
        "seo-avance"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/gouvernance-exogene",
        "en": "https://inferenslab.org/en/topics/exogenous-governance"
      }
    },
    {
      "id": "agentic_non_answer",
      "title_fr": "Agentique : la non‑réponse comme contrôle de sécurité",
      "title_en": "Agentic systems: the non‑answer as a safety control",
      "category_fr": "Ère agentique",
      "category_en": "Agentic era",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/agentique-non-reponse",
        "en": "https://inferenslab.org/en/blog/agentic-systems-nonanswer-safety-control"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/ere-agentique/agentique-non-reponse-regle-securite/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "category_id": "ere-agentique",
      "topic_order": 100,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "risque-interpretatif",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/ere-agentique",
        "en": "https://inferenslab.org/en/topics/agentic-era"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "editorial_relation": "control_primitive_vs_security_rule",
        "editorial_note": "Parallel surfaces kept distinct: one defines the runtime abstention move inside the agent; the companion note formalizes why that abstention must be published as an institutional security rule.",
        "related_urls": [
          "https://inferenslab.org/en/blog/agentic-systems-nonanswer-safety-control",
          "https://inferenslab.org/en/blog/agentic-why-non-response-becomes-security-rule",
          "https://inferenslab.org/fr/blogue/agentique-non-reponse",
          "https://inferenslab.org/fr/blogue/agentique-non-reponse-regle-securite"
        ],
        "companion_note_ids": [
          "agentique-non-reponse-regle-securite"
        ],
        "contrast_axis": "control_primitive_vs_security_rule",
        "redirected_from": [
          "https://inferenslab.org/en/blog/agentic-why-non-response-becomes-security-rule",
          "https://inferenslab.org/fr/blogue/agentique-non-reponse-regle-securite"
        ],
        "absorbed_aliases": [
          "Agentic: why non-response becomes a security rule",
          "Agentique : pourquoi la non-réponse devient une règle de sécurité"
        ]
      }
    },
    {
      "id": "agentique-non-reponse-regle-securite",
      "title_fr": "Agentique : pourquoi la non-réponse devient une règle de sécurité",
      "title_en": "Agentic: why non-response becomes a security rule",
      "category_fr": "Ère agentique",
      "category_en": "Agentic era",
      "category_id": "ere-agentique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/agentique-non-reponse-regle-securite",
        "en": "https://inferenslab.org/en/blog/agentic-why-non-response-becomes-security-rule"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/ere-agentique/agentique-non-reponse-regle-securite/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 100,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "risque-interpretatif",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/ere-agentique",
        "en": "https://inferenslab.org/en/topics/agentic-era"
      },
      "continuity": {
        "phase": "2026-04-09-phase-9-final-canonical-arbitration",
        "editorial_relation": "control_primitive_vs_security_rule",
        "editorial_note": "Parallel surfaces kept distinct: one defines the runtime abstention move inside the agent; the companion note formalizes why that abstention must be published as an institutional security rule.",
        "related_urls": [
          "https://inferenslab.org/en/blog/agentic-systems-nonanswer-safety-control",
          "https://inferenslab.org/en/blog/agentic-why-non-response-becomes-security-rule",
          "https://inferenslab.org/fr/blogue/agentique-non-reponse",
          "https://inferenslab.org/fr/blogue/agentique-non-reponse-regle-securite"
        ],
        "companion_note_ids": [
          "agentic_non_answer"
        ],
        "contrast_axis": "control_primitive_vs_security_rule",
        "redirected_to_note_id": "agentic_non_answer"
      },
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-9-final-canonical-arbitration",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/agentique-non-reponse",
        "en": "https://inferenslab.org/en/blog/agentic-systems-nonanswer-safety-control"
      },
      "redirect_rationale": "Canonical target retained because it already carries the stronger public formulation for the same source doctrine."
    },
    {
      "id": "de-linformation-a-laction",
      "title_fr": "De l’information à l’action : entrer dans l’ère agentique",
      "title_en": "From information to action: entering the agentic era",
      "category_fr": "Ère agentique",
      "category_en": "Agentic era",
      "category_id": "ere-agentique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/de-linformation-a-laction",
        "en": "https://inferenslab.org/en/blog/from-information-action-entering-agentic-era"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/ere-agentique/de-linformation-a-laction/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 100,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "risque-interpretatif",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/ere-agentique",
        "en": "https://inferenslab.org/en/topics/agentic-era"
      },
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "transition_vs_decision_weight",
        "editorial_note": "Parallel surfaces kept distinct: one frames the regime shift into agentic systems; the companion note isolates the transfer of decision weight, arbitration, and sign-off.",
        "related_urls": [
          "https://inferenslab.org/en/blog/from-information-action-entering-agentic-era",
          "https://inferenslab.org/en/blog/when-information-becomes-decision",
          "https://inferenslab.org/fr/blogue/de-linformation-a-laction",
          "https://inferenslab.org/fr/blogue/quand-linformation-devient-decision"
        ],
        "companion_note_ids": [
          "quand-linformation-devient-decision"
        ],
        "contrast_axis": "transition_vs_decision_weight"
      }
    },
    {
      "id": "etre-cite-sans-etre-clique",
      "title_fr": "Être cité sans être cliqué",
      "title_en": "Being cited without being clicked",
      "category_fr": "Ère agentique",
      "category_en": "Agentic era",
      "category_id": "ere-agentique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/etre-cite-sans-etre-clique",
        "en": "https://inferenslab.org/en/blog/being-cited-without-being-clicked"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/ere-agentique/etre-cite-sans-etre-clique/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 100,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "risque-interpretatif",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/ere-agentique",
        "en": "https://inferenslab.org/en/topics/agentic-era"
      }
    },
    {
      "id": "quand-linformation-devient-decision",
      "title_fr": "Quand l’information devient décision",
      "title_en": "When information becomes decision",
      "category_fr": "Ère agentique",
      "category_en": "Agentic era",
      "category_id": "ere-agentique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-linformation-devient-decision",
        "en": "https://inferenslab.org/en/blog/when-information-becomes-decision"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/ere-agentique/quand-linformation-devient-decision/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 100,
      "lane_id": "governance",
      "adjacent_category_ids": [
        "gouvernance-ai",
        "risque-interpretatif",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/ere-agentique",
        "en": "https://inferenslab.org/en/topics/agentic-era"
      },
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "transition_vs_decision_weight",
        "editorial_note": "Parallel surfaces kept distinct: one frames the regime shift into agentic systems; the companion note isolates the transfer of decision weight, arbitration, and sign-off.",
        "related_urls": [
          "https://inferenslab.org/en/blog/from-information-action-entering-agentic-era",
          "https://inferenslab.org/en/blog/when-information-becomes-decision",
          "https://inferenslab.org/fr/blogue/de-linformation-a-laction",
          "https://inferenslab.org/fr/blogue/quand-linformation-devient-decision"
        ],
        "companion_note_ids": [
          "de-linformation-a-laction"
        ],
        "contrast_axis": "transition_vs_decision_weight"
      }
    },
    {
      "id": "absence-de-signal-declencheur-inference",
      "title_fr": "L’absence de signal comme déclencheur d’inférence",
      "title_en": "The absence of a signal as an inference trigger",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/absence-de-signal-declencheur-inference",
        "en": "https://inferenslab.org/en/blog/absence-of-signal-inference-trigger"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/absence-de-signal-declencheur-inference/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "structural_absence_vs_observed_overinference",
        "editorial_note": "Parallel surfaces kept distinct: one defines the structural doctrine of absence; the companion note documents the observed behavior that appears when systems over-infer from that absence.",
        "related_urls": [
          "https://inferenslab.org/en/blog/absence-of-signal-inference-trigger",
          "https://inferenslab.org/en/blog/absence-of-signal-signal",
          "https://inferenslab.org/fr/blogue/absence-de-signal-comme-signal",
          "https://inferenslab.org/fr/blogue/absence-de-signal-declencheur-inference"
        ],
        "companion_note_ids": [
          "absence-de-signal-comme-signal"
        ],
        "contrast_axis": "structural_absence_vs_observed_overinference"
      },
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "anatomie-dilution-marque-inference-propagation",
      "title_fr": "Anatomie d’une dilution de marque : de l’inférence à la propagation",
      "title_en": "Anatomy of brand dilution: from inference to propagation",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/anatomie-dilution-marque-inference-propagation",
        "en": "https://inferenslab.org/en/blog/anatomy-of-brand-dilution-inference-propagation"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/anatomie-dilution-marque-inference-propagation/",
        "published": "2026-01-01"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "decrochage-etat-ia",
      "title_fr": "Décrochage d’état : quand l’IA fige un état périmé (prix, stock, politique)",
      "title_en": "State desynchronization: when AI freezes a stale state (price, stock, policy)",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/decrochage-etat-ia",
        "en": "https://inferenslab.org/en/blog/state-desynchronization-when-ai-freezes-stale"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/decrochage-etat-ia/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "grok-et-la-fabrication-dautorite",
      "title_fr": "Cas d’observation : Grok et la fabrication d’autorité",
      "title_en": "Observation case: Grok and the manufacture of authority",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/grok-et-la-fabrication-dautorite",
        "en": "https://inferenslab.org/en/blog/observation-case-grok-manufacture-authority"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/grok-et-la-fabrication-dautorite/",
        "published": "2026-01-25"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "hallucinations-coherentes-vrai-risque",
      "title_fr": "Hallucinations cohérentes : le vrai risque",
      "title_en": "Coherent hallucinations: the real risk",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/hallucinations-coherentes-vrai-risque",
        "en": "https://inferenslab.org/en/blog/coherent-hallucinations-real-risk"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/hallucinations-coherentes-vrai-risque/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "patterns-crawl-non-humains",
      "title_fr": "Ce que révèlent les patterns de crawl non humains",
      "title_en": "What non-human crawl patterns reveal",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/patterns-crawl-non-humains",
        "en": "https://inferenslab.org/en/blog/non-human-crawl-patterns-reveal"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/patterns-crawl-non-humains/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent",
      "title_fr": "Quand les moteurs interprètent correctement… et quand ils se trompent",
      "title_en": "When engines interpret correctly… and when they get it wrong",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent",
        "en": "https://inferenslab.org/en/blog/when-engines-interpret-correctly-when-they"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/quand-les-moteurs-interpretent-correctement-et-quand-ils-se-trompent/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "quand-une-ia-demande-une-definition-avant-dinferer",
      "title_fr": "Quand une IA demande une définition avant d’inférer",
      "title_en": "When AI asks for a definition before inferring",
      "category_fr": "Observation terrain",
      "category_en": "Field observations",
      "category_id": "observation-terrain",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-une-ia-demande-une-definition-avant-dinferer",
        "en": "https://inferenslab.org/en/blog/when-ai-asks-definition-before-inferring"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/observation-terrain/quand-une-ia-demande-une-definition-avant-dinferer/",
        "published": "2026-01-13"
      },
      "non_operational": true,
      "topic_order": 110,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "phenomenes-d-interpretation",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/observation-terrain",
        "en": "https://inferenslab.org/en/topics/field-observations"
      }
    },
    {
      "id": "desambiguisation-probleme-seo",
      "title_fr": "Désambiguïsation : le problème que le SEO n’a jamais vraiment traité",
      "title_en": "Disambiguation: the problem SEO never truly solved",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/desambiguisation-probleme-seo",
        "en": "https://inferenslab.org/en/blog/disambiguation-the-problem-seo-never-truly"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/desambiguisation-probleme-seo/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "donnees-structurees-etre-compris",
      "title_fr": "Données structurées : structurer pour être compris",
      "title_en": "Structured data: structuring to be understood",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/donnees-structurees-etre-compris",
        "en": "https://inferenslab.org/en/blog/structured-data-structuring-to-be-understood"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/donnees-structurees-etre-compris/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "entites-knowledge-graph-google",
      "title_fr": "Entités et Knowledge Graph : ce que Google comprend vraiment",
      "title_en": "Entities and Knowledge Graph: what Google really understands",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/entites-knowledge-graph-google",
        "en": "https://inferenslab.org/en/blog/entities-and-knowledge-graph-what-google"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/entites-knowledge-graph-google/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "indexation-vs-interpretation",
      "title_fr": "Indexation et interprétation : deux problèmes différents",
      "title_en": "Indexing and interpretation: two different problems",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/indexation-vs-interpretation",
        "en": "https://inferenslab.org/en/blog/indexing-and-interpretation-two-different-problems"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/indexation-vs-interpretation/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "maillage-interne-graphe-de-sens",
      "title_fr": "Maillage interne : du lien au graphe de sens",
      "title_en": "Internal linking: from links to a meaning graph",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/maillage-interne-graphe-de-sens",
        "en": "https://inferenslab.org/en/blog/internal-linking-links-meaning-graph"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/maillage-interne-graphe-de-sens/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "quand-corriger-le-contenu-ne-corrige-rien",
      "title_fr": "Quand corriger le contenu ne corrige rien",
      "title_en": "When fixing content fixes nothing",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-corriger-le-contenu-ne-corrige-rien",
        "en": "https://inferenslab.org/en/blog/when-fixing-content-fixes-nothing"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/quand-corriger-le-contenu-ne-corrige-rien/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "quand-le-seo-devient-une-discipline-darchitecture",
      "title_fr": "Quand le SEO devient une discipline d’architecture",
      "title_en": "When SEO becomes an architecture discipline",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/quand-le-seo-devient-une-discipline-darchitecture",
        "en": "https://inferenslab.org/en/blog/when-seo-becomes-an-architecture-discipline"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/quand-le-seo-devient-une-discipline-darchitecture/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      },
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "comparison_vs_architecture",
        "editorial_note": "Parallel surfaces kept distinct: one compares keyword logic with entity logic; the companion note explains the broader architectural consequences of that shift.",
        "related_urls": [
          "https://inferenslab.org/en/blog/keyword-seo-vs-entity-seo",
          "https://inferenslab.org/en/blog/when-seo-becomes-an-architecture-discipline",
          "https://inferenslab.org/fr/blogue/quand-le-seo-devient-une-discipline-darchitecture",
          "https://inferenslab.org/fr/blogue/seo-mots-cles-vs-entites"
        ],
        "companion_note_ids": [
          "seo-mots-cles-vs-entites"
        ],
        "contrast_axis": "comparison_vs_architecture"
      }
    },
    {
      "id": "seo-a-change-de-nature",
      "title_fr": "Le SEO n’a pas disparu, il a changé de nature",
      "title_en": "SEO didn’t disappear; it changed its nature",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/seo-a-change-de-nature",
        "en": "https://inferenslab.org/en/blog/seo-didnt-disappear-changed-nature"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/seo-a-change-de-nature/",
        "published": "2018-03-14"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      }
    },
    {
      "id": "seo-mots-cles-vs-entites",
      "title_fr": "SEO par mots-clés vs SEO par entités",
      "title_en": "Keyword SEO vs entity SEO",
      "category_fr": "SEO avancé",
      "category_en": "Search interpretation",
      "category_id": "seo-avance",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/seo-mots-cles-vs-entites",
        "en": "https://inferenslab.org/en/blog/keyword-seo-vs-entity-seo"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/seo-avance/seo-mots-cles-vs-entites/",
        "published": "2025-12-31"
      },
      "non_operational": true,
      "topic_order": 120,
      "lane_id": "fieldwork",
      "adjacent_category_ids": [
        "architecture-semantique",
        "observation-terrain",
        "gouvernance-exogene"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/seo-avance",
        "en": "https://inferenslab.org/en/topics/advanced-seo"
      },
      "continuity": {
        "phase": "2026-04-09-phase-8-contrast-rewrites",
        "editorial_relation": "comparison_vs_architecture",
        "editorial_note": "Parallel surfaces kept distinct: one compares keyword logic with entity logic; the companion note explains the broader architectural consequences of that shift.",
        "related_urls": [
          "https://inferenslab.org/en/blog/keyword-seo-vs-entity-seo",
          "https://inferenslab.org/en/blog/when-seo-becomes-an-architecture-discipline",
          "https://inferenslab.org/fr/blogue/quand-le-seo-devient-une-discipline-darchitecture",
          "https://inferenslab.org/fr/blogue/seo-mots-cles-vs-entites"
        ],
        "companion_note_ids": [
          "quand-le-seo-devient-une-discipline-darchitecture"
        ],
        "contrast_axis": "comparison_vs_architecture"
      }
    },
    {
      "id": "observabilite-interpretative-metrics-minimales",
      "title_fr": "Observabilité interprétative : les métriques minimales à journaliser",
      "title_en": "Interpretive observability: the minimal metrics to log",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "category_id": "architecture-semantique",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/observabilite-interpretative-metrics-minimales",
        "en": "https://inferenslab.org/en/blog/interpretive-observability-minimal-metrics-log"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/architecture-semantique/observabilite-interpretative-metrics-minimales/",
        "published": "2026-02-21"
      },
      "non_operational": true,
      "sensitivity": "sanitized",
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-4-safe-redirect-batch",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/observabilite-interpretative-metrics-protocole",
        "en": "https://inferenslab.org/en/blog/interpretive-observability-minimal-metrics-validation-protocol"
      },
      "redirect_rationale": "Validation protocol subsumes the narrower minimal-metrics note.",
      "continuity": {
        "phase": "2026-04-09-phase-4-safe-redirect-batch",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-observability-minimal-metrics-validation-protocol"
        ]
      },
      "topic_order": 10,
      "lane_id": "foundations",
      "adjacent_category_ids": [
        "cartographies-du-sens",
        "seo-avance",
        "interpretation-et-ia"
      ],
      "topic_urls": {
        "fr": "https://inferenslab.org/fr/themes/architecture-semantique",
        "en": "https://inferenslab.org/en/topics/semantic-architecture"
      }
    },
    {
      "id": "atlas-interpretatif-web-generatif",
      "title_fr": "Atlas interprétatif du web génératif : les six champs de gouvernabilité du sens",
      "title_en": "Interpretive atlas of the generative web: the six governability fields for meaning",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "category_id": "cartographies-du-sens",
      "published": "2026-02-26",
      "urls": {
        "fr": "https://inferenslab.org/fr/blogue/atlas-interpretatif-web-generatif",
        "en": "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-six-governability"
      },
      "based_on": {
        "url": "https://gautierdorval.com/blogue/cartographies-du-sens/atlas-interpretatif-web-generatif/",
        "published": "2026-01-22"
      },
      "non_operational": true,
      "status": "redirected",
      "discovery": "hidden",
      "sunset_phase": "2026-04-09-phase-5-selective-canonicalization",
      "redirect_to": {
        "fr": "https://inferenslab.org/fr/blogue/atlas-interpretatif-web-generatif-ai-act",
        "en": "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps"
      },
      "redirect_rationale": "The broader atlas page now carries the earlier six-field vocabulary and can serve as the canonical surface.",
      "continuity": {
        "phase": "2026-04-09-phase-5-selective-canonicalization",
        "redirected_to_note_id": "atlas-interpretatif-web-generatif-ai-act",
        "related_urls": [
          "https://inferenslab.org/en/blog/interpretive-atlas-generative-web-phenomena-maps",
          "https://inferenslab.org/fr/blogue/atlas-interpretatif-web-generatif-ai-act"
        ]
      },
      "topic_order": 20,
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