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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Narrow Mandate Wide Reach Proposal For A Global Ai Governance Organisati A30Ef70379",
 "text": "Narrow Mandate, Wide Reach - Proposal for a Global AI Governance Organisation to prevent catastrophic outcomes presents the following source proposition: It positions frontier AI as a shared security risk rather than merely a matter of competition or innovation. This proposition is pertinent to Kaal's source-bound claim that Data protection compliance carried out in a way that overly constrains researcher access converts a privacy gain into a net social loss, because the societal benefits of AI are offset by a stunted innovation ecosystem. The proposed response is a qualification: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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  "innovation",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3728.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Narrow Mandate, Wide Reach - Proposal for a Global AI Governance Organisation to prevent catastrophic outcomes",
  "url": "https://doi.org/10.2139/ssrn.6467485"
 },
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  "url": "https://wulfkaal.github.io/claims/5095633-016",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Wulf A. Kaal, Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
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   "url": "https://doi.org/10.2139/ssrn.6467485"
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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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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: frontier, security, risk, innovation. Scope: where compliance is implemented without counterbalancing privacy-preserving techniques.",
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  "workId": "work:doi:10.2139/ssrn.6467485",
  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: proposal, shared, innovation. Scope: technology companies increasingly staying private; market undervaluation of formerly venture capital financed companies.",
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    "whyRelevant": "Shared high-information concepts: governance, rather, merely, innovation. Scope: jurisdictions that have adopted stewardship codes.",
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    "whyRelevant": "Shared high-information concepts: reach, merely, innovation. Scope: review source claim scope.",
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