The RL Fairytale: Why OpenAI’s “Reasoning” Revolution Is Built on Shaky Foundations

The Story We Tell Ourselves For the past year, I’ve watched the AI community embrace a compelling narrative: that reinforcement learning (RL) has finally transformed large language models from sophisticated autocomplete into genuine reasoning engines...