The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models

Phuc Minh Nguyen, Chinh D. La, Duy M. H. Nguyen +3

Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a key method for improving Large Language Models' reasoning capabilities, yet recent evidence suggests it may p…