Debunking My Own Arguments: A Self-Criticism Exercise on RL Limitations

Over the past few months, I’ve published a series of technical pieces arguing that reinforcement learning in large language models is fundamentally “shuffling”—impressive statistical optimization within bounded spaces, not the reasoning revolution th...