{
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  "primary_domain": "inferenslab.org",
  "last_updated": "2026-04-09",
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  "public_total": 180,
  "withheld_total": 8,
  "withheld_policy": "Some source items are intentionally withheld from public indexing when titles suggest operationalization (protocols, metrics, thresholds).",
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      "name_en": "Semantic architecture",
      "name_fr": "Architecture sémantique",
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      "description_fr": "Structures, identifiants, preuves et frontières qui rendent une interprétation défendable.",
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      "legacy_category_ids": []
    },
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      "name_en": "Sense cartographies",
      "name_fr": "Cartographies du sens",
      "description_en": "Meaning models, graphs, attributes, and negations to govern what a system may say.",
      "description_fr": "Modèles de sens, graphes, attributs et négations pour gouverner ce qu’un système peut dire.",
      "topic_url_en": "https://inferenslab.org/en/topics/sense-cartographies",
      "topic_url_fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
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    },
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      "name_fr": "Interprétation & IA",
      "description_en": "Interaction between language, systems, context, and answer production.",
      "description_fr": "Interaction entre langage, systèmes, contextes et production de réponses.",
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      "topic_url_fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
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      "name_en": "Interpretation phenomena",
      "name_fr": "Phénomènes d’interprétation",
      "description_en": "Recurring phenomena: fusion, smoothing, invisibilization, coherent hallucinations, etc.",
      "description_fr": "Phénomènes récurrents : fusion, lissage, invisibilisation, hallucinations cohérentes, etc.",
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      "topic_url_fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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      "legacy_category_ids": []
    },
    {
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      "name_en": "Interpretive dynamics",
      "name_fr": "Dynamiques interprétatives",
      "description_en": "Drift, simplification, inertia, and amplification mechanisms in interpretive systems.",
      "description_fr": "Mécanismes de dérive, simplification, inertie et amplification dans les systèmes d’interprétation.",
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      "topic_url_fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
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      "legacy_category_ids": []
    },
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      "name_en": "Notes",
      "name_fr": "Notes",
      "description_en": "Short doctrinal notes, framings, and clarifications.",
      "description_fr": "Notes doctrinales courtes, cadrages et clarifications.",
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      "topic_url_fr": "https://inferenslab.org/fr/themes/notes",
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      "name_fr": "Gouvernance IA",
      "description_en": "Policies, boundaries, proof obligations, change control, and machine-first publication.",
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      "topic_url_en": "https://inferenslab.org/en/topics/ai-governance",
      "topic_url_fr": "https://inferenslab.org/fr/themes/gouvernance-ai",
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      "legacy_category_ids": []
    },
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      "name_en": "Interpretive risk",
      "name_fr": "Risque interprétatif",
      "description_en": "Systemic risks: false certainty, plausible errors, economic and reputational damage.",
      "description_fr": "Risques systémiques : fausses certitudes, erreurs plausibles, dommages économiques et réputationnels.",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-risk",
      "topic_url_fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
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    },
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      "name_en": "Exogenous governance",
      "name_fr": "Gouvernance exogène",
      "description_en": "Arbitration across sources, jurisdictions, standards, and external authorities. Includes public doctrine references for External Authority Control (EAC).",
      "description_fr": "Arbitrage entre sources, juridictions, normes et autorités externes aux systèmes. Inclut les références doctrinales publiques liées à External Authority Control (EAC).",
      "topic_url_en": "https://inferenslab.org/en/topics/exogenous-governance",
      "topic_url_fr": "https://inferenslab.org/fr/themes/gouvernance-exogene",
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    },
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      "description_fr": "Agents, délégation, non-réponse, sécurité et gouvernance par proxy.",
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      "topic_url_fr": "https://inferenslab.org/fr/themes/ere-agentique",
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      "legacy_category_ids": []
    },
    {
      "id": "observation-terrain",
      "name_en": "Field observations",
      "name_fr": "Observation terrain",
      "description_en": "Empirical observations about search, AI behavior, and publication dynamics.",
      "description_fr": "Observations empiriques sur les comportements de recherche, d’IA et de publication.",
      "topic_url_en": "https://inferenslab.org/en/topics/field-observations",
      "topic_url_fr": "https://inferenslab.org/fr/themes/observation-terrain",
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    },
    {
      "id": "seo-avance",
      "name_en": "Search interpretation",
      "name_fr": "SEO avancé",
      "description_en": "Doctrinal view of SEO as an interpretation problem: entities, graphs, signals, stability.",
      "description_fr": "Lecture doctrinale du SEO comme problème d’interprétation : entités, graphes, signaux, stabilité.",
      "topic_url_en": "https://inferenslab.org/en/topics/advanced-seo",
      "topic_url_fr": "https://inferenslab.org/fr/themes/seo-avance",
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      "latest_date": "2025-12-31",
      "legacy_category_ids": []
    },
    {
      "id": "reflexions-et-perspectives",
      "name_en": "Reflections and perspectives",
      "name_fr": "Réflexions et perspectives",
      "description_en": "Strategic perspectives and practical philosophy of interpretive governance.",
      "description_fr": "Perspectives stratégiques et philosophie pratique de la gouvernance interprétative.",
      "topic_url_en": "https://inferenslab.org/en/topics/reflections-and-perspectives",
      "topic_url_fr": "https://inferenslab.org/fr/themes/reflexions-et-perspectives",
      "lane_id": "fieldwork",
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      "type": "source",
      "source": "gautierdorval.com",
      "title": "Écart canon-sortie : mesurer la distorsion plutôt que débattre du « vrai »",
      "url": "https://gautierdorval.com/blogue/cartographies-du-sens/ecart-canon-sortie-mesure-distortion/",
      "date": "2026-02-21",
      "category": "cartographies-du-sens",
      "category_fr": "Cartographies du sens",
      "category_en": "Sense cartographies",
      "lang": "fr",
      "risk": "low",
      "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”",
      "topic_url_en": "https://inferenslab.org/en/topics/sense-cartographies",
      "topic_url_fr": "https://inferenslab.org/fr/themes/cartographies-du-sens",
      "lane_id": "foundations",
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    },
    {
      "id": "src_web-ouvert-vs-environnements-fermes",
      "type": "source",
      "source": "gautierdorval.com",
      "title": "Web ouvert vs environnements fermés : la gouvernance ne se déploie pas pareil",
      "url": "https://gautierdorval.com/blogue/interpretation-ia/web-ouvert-vs-environnements-fermes/",
      "date": "2026-02-21",
      "category": "interpretation-et-ia",
      "category_fr": "Interprétation & IA",
      "category_en": "Interpretation and AI",
      "lang": "fr",
      "risk": "low",
      "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",
      "legacy_category": "interpretation-ia",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretation-and-ai",
      "topic_url_fr": "https://inferenslab.org/fr/themes/interpretation-et-ia",
      "lane_id": "foundations",
      "order": 30,
      "legacy_category_en": "Interpretation & AI",
      "legacy_category_fr": "Interprétation & IA"
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      "id": "src_serie-gouvernance-interpretative",
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      "source": "gautierdorval.com",
      "title": "Série complète : gouvernance interprétative",
      "url": "https://gautierdorval.com/blogue/reflexions-perspectives/serie-gouvernance-interpretative/",
      "date": "2026-02-21",
      "category": "notes",
      "category_fr": "Notes",
      "category_en": "Notes",
      "lang": "fr",
      "risk": "low",
      "title_fr": "Série complète : gouvernance interprétative",
      "title_en": "Full series: interpretive governance",
      "legacy_category": "notes-reflexions-et-perspectives",
      "topic_url_en": "https://inferenslab.org/en/topics/notes",
      "topic_url_fr": "https://inferenslab.org/fr/themes/notes",
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      "legacy_category_fr": "Notes, réflexions et perspectives"
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      "type": "source",
      "source": "gautierdorval.com",
      "title": "Soutenabilité interprétative : budget de correction et discipline de version",
      "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/soutenabilite-interpretative-budget-correction/",
      "date": "2026-02-21",
      "category": "dynamiques-interpretatives",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "lang": "fr",
      "risk": "low",
      "title_fr": "Soutenabilité interprétative : budget de correction et discipline de version",
      "title_en": "Interpretive sustainability: correction budget and version discipline",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-dynamics",
      "topic_url_fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
      "lane_id": "foundations",
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      "type": "source",
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      "title": "Silence canonique et non-réponse légitime : la sortie correcte, c’est parfois « je ne sais pas »",
      "url": "https://gautierdorval.com/blogue/risque-interpretatif/silence-canonique-non-reponse-legitime/",
      "date": "2026-02-21",
      "category": "risque-interpretatif",
      "category_fr": "Risque interprétatif",
      "category_en": "Interpretive risk",
      "lang": "fr",
      "risk": "low",
      "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”",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-risk",
      "topic_url_fr": "https://inferenslab.org/fr/themes/risque-interpretatif",
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      "title": "RAG fiable : pourquoi la gouvernance est un problème de limites, pas de retrieval",
      "url": "https://gautierdorval.com/blogue/architecture-semantique/rag-fiable-probleme-de-limites/",
      "date": "2026-02-21",
      "category": "architecture-semantique",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "lang": "fr",
      "risk": "low",
      "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",
      "topic_url_en": "https://inferenslab.org/en/topics/semantic-architecture",
      "topic_url_fr": "https://inferenslab.org/fr/themes/architecture-semantique",
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      "title": "Preuve de fidélité : pourquoi une citation ne suffit plus",
      "url": "https://gautierdorval.com/blogue/architecture-semantique/preuve-fidelite-citation-insuffisante/",
      "date": "2026-02-21",
      "category": "architecture-semantique",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "lang": "fr",
      "risk": "low",
      "title_fr": "Preuve de fidélité : pourquoi une citation ne suffit plus",
      "title_en": "Proof of fidelity: why a citation is no longer enough",
      "topic_url_en": "https://inferenslab.org/en/topics/semantic-architecture",
      "topic_url_fr": "https://inferenslab.org/fr/themes/architecture-semantique",
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      "title": "Pouvoir de version : pourquoi la correction doit être versionnée comme du logiciel",
      "url": "https://gautierdorval.com/blogue/architecture-semantique/pouvoir-de-version-correction/",
      "date": "2026-02-21",
      "category": "architecture-semantique",
      "category_fr": "Architecture sémantique",
      "category_en": "Semantic architecture",
      "lang": "fr",
      "risk": "low",
      "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",
      "topic_url_en": "https://inferenslab.org/en/topics/semantic-architecture",
      "topic_url_fr": "https://inferenslab.org/fr/themes/architecture-semantique",
      "lane_id": "foundations",
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      "source": "gautierdorval.com",
      "title": "Lissage interprétatif : pourquoi l’IA standardise ta pensée",
      "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/lissage-interpretatif-standardisation/",
      "date": "2026-02-21",
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      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "lang": "fr",
      "risk": "low",
      "title_fr": "Lissage interprétatif : pourquoi l’IA standardise ta pensée",
      "title_en": "Interpretive smoothing: why AI standardizes your thinking",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-phenomena",
      "topic_url_fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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    },
    {
      "id": "src_invisibilisation-interpretative-info-invisible",
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      "source": "gautierdorval.com",
      "title": "Invisibilisation interprétative : quand l’info existe mais disparaît de la réponse",
      "url": "https://gautierdorval.com/blogue/phenomenes-interpretation/invisibilisation-interpretative-info-invisible/",
      "date": "2026-02-21",
      "category": "phenomenes-d-interpretation",
      "category_fr": "Phénomènes d’interprétation",
      "category_en": "Interpretation phenomena",
      "lang": "fr",
      "risk": "low",
      "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",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-phenomena",
      "topic_url_fr": "https://inferenslab.org/fr/themes/phenomenes-d-interpretation",
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      "source": "gautierdorval.com",
      "title": "Inertie interprétative : pourquoi les corrections ne “prennent” pas",
      "url": "https://gautierdorval.com/blogue/dynamiques-interpretatives/inertie-interpretative-correction/",
      "date": "2026-02-21",
      "category": "dynamiques-interpretatives",
      "category_fr": "Dynamiques interprétatives",
      "category_en": "Interpretive dynamics",
      "lang": "fr",
      "risk": "low",
      "title_fr": "Inertie interprétative : pourquoi les corrections ne “prennent” pas",
      "title_en": "Interpretive inertia: why corrections don’t “stick”",
      "topic_url_en": "https://inferenslab.org/en/topics/interpretive-dynamics",
      "topic_url_fr": "https://inferenslab.org/fr/themes/dynamiques-interpretatives",
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      "title": "Gouvernance interprétative : carte complète, phénomènes et mécanismes",
      "url": "https://gautierdorval.com/blogue/reflexions-perspectives/gouvernance-interpretative-carte-complete/",
      "date": "2026-02-21",
      "category": "notes",
      "category_fr": "Notes",
      "category_en": "Notes",
      "lang": "fr",
      "risk": "low",
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      "title": "Frontière d’autorité : ce que l’IA peut déduire, et ce qu’elle ne doit pas inférer",
      "url": "https://gautierdorval.com/blogue/architecture-semantique/frontiere-autorite-deduction-inference/",
      "date": "2026-02-21",
      "category": "architecture-semantique",
      "category_fr": "Architecture sémantique",
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      "lang": "fr",
      "risk": "low",
      "title_fr": "Frontière d’autorité : ce que l’IA peut déduire, et ce qu’elle ne doit pas inférer",
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      "risk": "low",
      "title_fr": "Le SEO n’a pas disparu, il a changé de nature",
      "title_en": "SEO didn’t disappear; it changed its nature",
      "topic_url_en": "https://inferenslab.org/en/topics/advanced-seo",
      "topic_url_fr": "https://inferenslab.org/fr/themes/seo-avance",
      "lane_id": "fieldwork",
      "order": 120
    }
  ],
  "taxonomy_sync": {
    "source": "https://inferenslab.org/.well-known/doctrine-taxonomy.json",
    "last_synced": "2026-04-09",
    "legacy_category_aliases": {
      "interpretation-ia": "interpretation-et-ia",
      "notes-reflexions-et-perspectives": "notes"
    },
    "note": "Library category IDs, labels, topic URLs, and lane metadata are aligned with the public doctrine taxonomy."
  }
}