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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Institutions Organizations And The Bounded Agency Imperative Amp Nbsp Re Bdd781Ca52",
 "text": "Institutions, Organizations, and the Bounded Agency Imperative; Rethinking Governance Design in the Age of Agentic AI ' presents the following source proposition: The rapid diffusion of agentic artificial intelligence alters these underlying conditions. This proposition is pertinent to Kaal's source-bound claim that Validation pools combined with on-chain governance let reputational adjustments occur in real time, so the system can recalibrate as societal, regulatory, or domain-specific requirements shift, unlike static feedback systems. 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: 0.4053.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Institutions, Organizations, and the Bounded Agency Imperative; Rethinking Governance Design in the Age of Agentic AI '",
  "url": "https://doi.org/10.2139/ssrn.6328579"
 },
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  "url": "https://wulfkaal.github.io/claims/5095633-039",
  "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"
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
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    "whyRelevant": "Shared high-information concepts: governance, design, artificial, intelligence. Scope: extrapolated from the appointment of the algorithm Vital at Deep Knowledge Ventures and Alicia T at Tieto.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, design, artificial, intelligence. Scope: jurisdictions with GDPR-style data protection mandates.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: governance, design, artificial, intelligence. Scope: highly contextual, iterative, and ethically sensitive dataset tasks; continuous compliance with evolving legal standards.",
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