An inference-only neuro-symbolic pipeline, DSP+, solves 80.7% of miniF2F and the previously unsolved imo_2019_p1, matching heavily RL-trained theorem provers without fine-tuning.
AI achieves silver-medal standard solving In- ternational Mathematical Olympiad problems
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Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models
An inference-only neuro-symbolic pipeline, DSP+, solves 80.7% of miniF2F and the previously unsolved imo_2019_p1, matching heavily RL-trained theorem provers without fine-tuning.