Implementation of a Metacognition Framework for Self-Awareness and Self-Regulation in Ensembles of LLMs

Charles Courchaine, Ricky J. Sethi, Hefei Qiu

Large Language Models (LLMs) are notorious for struggling with assessing their own uncertainty, detecting knowledge conflicts, or recognizing when problems exceed their expertise;…