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Proof-Carrying Numbers (PCN): A Protocol for Trustworthy Numeric Answers from LLMs via Claim Verification

Authors: Aivin V. Solatorio | Published: 2025-09-08
ハルシネーション
効率的証明システム
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How Well Can Differential Privacy Be Audited in One Run?

Authors: Amit Keinan, Moshe Shenfeld, Katrina Ligett | Published: 2025-03-10 | Updated: 2025-05-26
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透かし設計