Closing the Loop: How Reinforcement Learning is Changing AI Coding

TL;DR Using SFT teaches models how to write code, but it is RL that is necessary to teach them what works. On the other hand, introducing RL in software engineering brings its own specific challenges: data availability, signal sparsity, and state tra...