Reinforcement Learning with Metacognitive Feedback Elicits Uncertainty in LLMs

AI & Machine Learning, Machine Learning Research & Theory(arxiv.org)view on HackerNews
reinforcement learningmetacognitionlarge language modelsuncertainty expression

Author: jonnonz

Date: 7/7/2026

Article Summary:
This paper proposes a novel reinforcement learning approach called "Reinforcement Learning with Metacognitive Feedback" to enhance the metacognitive abilities of Large Language Models (LLMs) and improve their ability to express uncertainty.