Paper: https://arxiv.org/html/2502.06807v1 https://arxiv.org/html/2502.06807v1 "although specialized pipelines such as o1-ioi yield solid improvements, the sca

Paper: https://arxiv.org/html/2502.06807v1 https://arxiv.org/html/2502.06807v1 "although specialized pipelines such as o1-ioi yield solid improvements, the scaled-up, general-purpose o3 model surpasses those results without relying on hand-crafted inference heuristics." "Overall, these results indicate that scaling general-purpose reinforcement learning, rather than relying on domain-specific techniques, offers a robust path toward state-of-the-art AI in reasoning domains, such as competitive programming."