SEP 3, 2026 · PREPRINT
Gradients Know What Outcomes Don't: Unlocking Reinforcement Learning for LLM Reasoning with Gradient-Aligned Rewards
arXiv
This is a preprint describing a novel method for reward design in reinforcement learning applied to LLM reasoning, demonstrated on benchmark tasks without peer review or independent external validation.
Reported
Computational overheadless than 9% wall-clock overhead