Open-source DeepSeek-R1 uses pure reinforcement learning to match OpenAI o1 -- at 95% less cost

The company developed DeepSeek-R1 by using pure reinforcement learning on top of DeepSeek-V3-Base, and matched or beat o1 on some benchmarks.