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 "name": "Streaming Federated Ai Governance Mesh For Multi Cloud Platforms Enabling Policy D 14F71A0604",
 "text": "Federated AI Governance Mesh for Multi-Cloud Platforms: Enabling Policy-Driven Compliance and Real-Time Data Trust Across Autonomous Systems presents the following source proposition: Employing a mixed-methods strategy, this research compiles and examines both qualitative and quantitative information [extractedKnowledgeX] concerning present governance procedures, compliance benchmarks, and trust conventions. This proposition is pertinent to Kaal's source-bound claim that The premise of asymmetric information is architecturally invalidated in the AI-to-AI economy because every inference, parameter update, decision trace and model weight is by design cryptographically attested, version controlled and auditable in real time across federated networks. 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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  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Federated AI Governance Mesh for Multi-Cloud Platforms: Enabling Policy-Driven Compliance and Real-Time Data Trust Across Autonomous Systems",
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  "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
  "paper": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
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