Beyond the Hype: The Illusion of “Reasoning” by Overfitting to Prompt Steering Techniques

A recent paper making the rounds claims to have found something surprising: reinforcement learning (RL) doesn’t just teach models to reason—it can also make them better at recalling structured knowledge. The study shows that RL-fine-tuned models sign...