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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Managing The Transparency And Trade Secret Conflict In Ai Accountability 5Ff8A15B39",
 "text": "Managing the Transparency and Trade Secret Conflict in AI Accountability: Layered Access as Governance Design presents the following source proposition: Both interests are recognised under EU law and neither can be satisfied in full at the same time. This proposition is pertinent to Kaal's source-bound claim that Neither weighted voting nor microsecond updates suffices alone; together they form a dual-layered defense because weighted voting addresses static identity proliferation while microsecond updates address dynamic behavioral exploitation. 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: 0.4444.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Managing the Transparency and Trade Secret Conflict in AI Accountability: Layered Access as Governance Design",
  "url": "https://doi.org/10.2139/ssrn.6924638"
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  "identifier": "kaal:claim:5225296-038",
  "url": "https://wulfkaal.github.io/claims/5225296-038",
  "citation": "Wulf A. Kaal, Cryptographic Foundations and Interdisciplinary Dimensions of the Secure Proof of Stake (SPoS) Conse (2025). SSRN: https://ssrn.com/abstract=5225296",
  "paper": "Wulf A. Kaal, Cryptographic Foundations and Interdisciplinary Dimensions of the Secure Proof of Stake (SPoS) Conse",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5225296",
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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",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: transparency, accountability, access, governance, design. Scope: applies to federated models with distributed decision making authority; the author rejects recentralization as the fix.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, design, interests, same, time. Scope: reputation tokens are non fungible and chain agnostic.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: conflict, governance, design, interests. Scope: where a SIFI holds a competitor's CCS without a reciprocal position; after a conversion to equity has been triggered.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: transparency, accountability, governance, design. Scope: private foundations; jurisdictions permitting perpetual foundations.",
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