what i think is underappreciated here: metacognitive performance as an RL signal is a genuinely new axis. most intrinsic feedback methods use raw confidence or entropy as rewards. this goes one level…

(18/n) Excitingly, these results suggest use of metacognitive signals during RL as a promising paradigm for stronger, more stable post-training that simultaneously sharpens LLMs’ metacognitive…