Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning
arXiv:2604.22074v1 Announce Type: new
Abstract: Reinforcement Learning from Verifiable Rewards (RLVR) on chain-of-thought reasoning has become a standard part of language model post-training recipes. A common assumption is that the reasoning chains tr…