Most of modern RL for LLMs is a systems problem balancing off-policy data, training-inference mismatch, and throughput

Most of modern RL is a systems problem balancing a few problems — how off-policy the data is, training-inference mismatch, and throughput.

https://www.interconnects.ai/p/5-useful-things-youll-learn-in-my