Rl.rar

For an essay, there is no simple "unit test" to confirm it is good.

The "old" way of training models using binary correct/incorrect outcomes. RL.rar

I. Introduction

Instead of a single score, RaR decomposes quality into a checklist or "rubric" (e.g., clarity, tone, evidence). An LLM acting as a judge scores these independent criteria, providing a more granular signal that helps the model learn specifically where it failed—much like a teacher’s red pen on a student's draft. III. Applications and Impact For an essay, there is no simple "unit