Author Makes Case Against On-Chain AI Verification for Work

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An author who benefits from on-chain AI verification systems outlines the strongest arguments against the practice. The first objection is the "oracle problem," where a digitally signed but factually wrong AI verdict gains undue trust. A second issue is that the cost of the verification process can exceed the value of the work being judged, distorting incentives. The author concedes that on-chain verification is only appropriate for high-stakes, easily verifiable claims with publicly available ground truth. They conclude that applying it to small-scale or subjective tasks is impractical.

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