According to @_avichawla, GRPO with RULER rankings in OpenPipe ART streamlines LLM fine-tuning and replaces brittle reward functions for RAG and support.

According to @_avichawla, RULER lets LLMs score trajectories from plain English criteria, easing brittle reward design for agents, as reported on X.