The Dunning-Kruger Effect in Large Language Models: An Empirical Study of Confidence Calibration

Sudipta Ghosh, Mrityunjoy Panday

Large language models (LLMs) have demonstrated remarkable capabilities across diverse tasks, yet their ability to accurately assess their own confidence remains poorly understood.…