AINeutralarXiv – CS AI · 18h ago6/10
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The ACUTE Protocol: Operationalizing Language Model Activations for Better Calibration, Utility, and Trust
Researchers introduce ACUTE, a protocol that uses language model activations to improve confidence calibration and trustworthiness across multiple LLM tasks. The approach balances calibration accuracy with informativeness through a new EURO metric, addressing the persistent problem of overconfident AI systems.