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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Lt P Gt The Governance Gap In Ai Arbitration Lt P Gt 13Fd943150",
 "text": "<p>The Governance Gap in AI Arbitration</p> presents the following source proposition: <p>Artificial intelligence (AI) is moving into the core of arbitration. This proposition is pertinent to Kaal's source-bound claim that In fast-moving fields such as technology, law, and public policy, models trained on obsolete datasets fail to capture new trends, behaviors, or regulatory changes, which reduces their predictive and explanatory power. 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.",
 "author": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4982.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
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  "name": "<p>The Governance Gap in AI Arbitration</p>",
  "url": "https://doi.org/10.2139/ssrn.5633752"
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  "url": "https://wulfkaal.github.io/claims/5095633-014",
  "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.5633752"
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 "mappingWhyRelevant": "Shared high-information concepts: artificial, intelligence, moving. Scope: domains with rapid regulatory or behavioral change.",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: governance, artificial, intelligence. Scope: extrapolated from the appointment of the algorithm Vital at Deep Knowledge Ventures and Alicia T at Tieto.",
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