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 "name": "Streaming Blockchain Anchored Audit Trails For Neuro Symbolic Urban Ai Immutable A 201F25D7Bc",
 "text": "Antony John Prabhu J qualifies Kaal's source-bound position through Blockchain-Anchored Audit Trails for Neuro-Symbolic Urban AI: Immutable Accountability for Autonomous Decisions in Smart City Infrastructure. The indexed proposition states that this paper proposes a blockchain-anchored audit trail architecture for neuro-symbolic urban AI, comprising seven interoperable smart contracts deployed on a permissioned blockchain that capture every autonomous decision produced by a neuro-symbolic smart city AI as a structured, hash-chained, publicly auditable on-chain event. This bears on Kaal's claim that infrastructure level permissioning neglects critical risks such as smart contract exploits, bugs, and permission conflicts, and proposes no real time enforcement across distributed nodes, which weakens its claim to bridge AI autonomy and accountability. The permissioned-blockchain architecture is a concrete attempt to bridge autonomy and accountability, but its abstract does not resolve Kaal's stated smart-contract exploit, permission-conflict, and distributed-enforcement risks. The response is limited to the indexed proposition and does not imply review of the full external work.",
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "The primary mapping cleared the automated ambiguity test; substantive scope remains review-bound.",
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