Sean Wu, Fredrik K. Gustafsson, Edward Phillips, Boyan Gao, Anshul Thakur, David A. Clifton

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence

arXiv:2604.03216v1 Announce Type: new Abstract: Large language models (LLMs) often produce confident but incorrect answers in settings where abstention would be safer. Standard evaluation protocols, …