Akshay Seshadri
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126
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AI×1
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2026
Entropy Distribution as a Fingerprint for Hallucinations in Generative Models
The paper introduces the Calibrated Entropy Score (CES), a single-pass, black-box method that uses the distribution of token-level entropies to detect model hallucinations with high accuracy and formal guarantees.
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