Lost in the Noise: How Reasoning Models Fail with Contextual Distractors Paper • 2601.07226 • Published 3 days ago • 25
The Invisible Leash: Why RLVR May Not Escape Its Origin Paper • 2507.14843 • Published Jul 20, 2025 • 85
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30, 2025 • 143