Kumaran et al. show that large language model (LLM) confidence is shaped by two competing biases: a choice-supportive bias that inflates confidence in initial answers, and a systematic overweighting of contradictory advice, deviating from optimal Bayesian reasoning.
- Dharshan Kumaran
- Stephen M. Fleming
- Viorica Patraucean