Study: Reasoning training amplifies deliberation, not accuracy

New arXiv paper finds reasoning-oriented training makes LLM traces look more deliberative but does not predict correct answers. The study distinguishes amplified behaviors from predictive ones, questioning whether such training improves accuracy.