The Confidence Trap: Gender Bias and Predictive Certainty in LLMs

Ahmed Sabir, Markus Kängsepp, Rajesh Sharma

The increased use of Large Language Models (LLMs) in sensitive domains leads to growing interest in how their confidence scores correspond to fairness and bias. This study examines…