Sabir, Ahmed, Markus Kängsepp, and Rajesh Sharma. 2026. “The Confidence Trap: Gender Bias and Predictive Certainty in LLMs”. Proceedings of the AAAI Conference on Artificial Intelligence 40 (46):39173-81. https://doi.org/10.1609/aaai.v40i46.41265.