Do LLMs Signal When They're Right? Evidence from Neuron Agreement

Kang Chen, Yaoning Wang, Kai Xiong +4

Large language models (LLMs) commonly boost reasoning via sample-evaluate-ensemble decoders, achieving label free gains without ground truth. However, prevailing strategies score c…