Drive DeepSeek R1 to produce rigorous, gap-free mathematical proofs with explicit lemma decomposition, case analysis, and a final self-audit that catches the silent errors reasoning models love to make.
## CONTEXT Reasoning models like DeepSeek R1, R1-0528, and the distilled R1 variants released through 2025 and into 2026 changed how serious mathematics gets drafted with an LLM. Unlike instruction-tuned chat models, R1 exposes a long internal chain of thought and then emits a final answer, which means the failure…
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