Post-Training Open Models with RL for Autonomous Coding

The models and techniques to build fully autonomous coding agents - not just coding copilots - are already here. In this talk, former Google DeepMind staff research scientist, now CEO of Reflection Misha Laskin will present new research on post-training open weight LLMs for autonomous SWE tasks. He’ll focus on how scaling LLMs with Reinforcement Learning improves the autonomous coding capabilities of LLMs, and provide insight on the technical challenges required to train such systems at scale.