Different Facets of Verbalised Overconfidence: an Interpretability Study

Davide Mazzaccara, Leonardo Bertolazzi, Raffaella Bernardi

Large language models tend to overconfidence, giving assertive answers when the evidence suggests hedging or abstention. Using controlled reasoning scenarios that manipulate logica…