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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Precautionary Governance Of Autonomous Ai Legal Personhood As Functional 2762Ca5A96",
 "text": "Precautionary Governance of Autonomous AI: Legal Personhood as Functional Instrument presents the following source proposition: Given irreducible epistemic uncertainty regarding artificial consciousness and the prospect of high-impact harms, the precautionary principle supports institutional design rather than regulatory inaction. This proposition is pertinent to Kaal's source-bound claim that Contemporary AI's incapacity for authentic judgment under irreducible uncertainty is an institutional deficit rather than a computational one: an agent that bears no consequence for its errors cannot develop genuine discernment, no matter how capable it becomes. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3606.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Precautionary Governance of Autonomous AI: Legal Personhood as Functional Instrument",
  "url": "https://doi.org/10.2139/ssrn.6415178"
 },
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  "url": "https://wulfkaal.github.io/claims/6244278-001",
  "citation": "Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278",
  "paper": "Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6244278",
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   "url": "https://doi.org/10.2139/ssrn.6415178"
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingWhyRelevant": "Shared high-information concepts: irreducible, uncertainty, institutional, design, rather. Scope: applies to judgment under irreducible uncertainty, not to defined, verifiable tasks.",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: autonomous, consciousness, institutional, design, rather. Scope: consciousness and embodiment are treated as capacities probabilistic AI manifestly lacks.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: functional, principle, institutional, design. Scope: applicable mandatory law does not impose a form that functional equivalence cannot satisfy.",
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    "whyRelevant": "Shared high-information concepts: irreducible, uncertainty, institutional, design. Scope: task itself includes selecting what merits attention and living with irreversible consequences.",
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