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CLLMs achieve 99.0% accuracy on OpenBookQA while maintaining low calibration error, redefining how we handle uncertainty in LLMs.
Entropy dynamics in intermediate layers reveal that jailbreak behavior is encoded more distinctly than previously understood, challenging conventional defenses.
