AI IntelligenceSep 12, 2026AI Intelligence
Article
Researchers train Nemotron 3 Ultra checkpoints to generate olympiad math proofs
Researchers trained two specialist checkpoints from Nemotron 3 Ultra using supervised fine-tuning and reinforcement learning to generate natural-language proofs for olympiad mathematics. The resulting test-time-compute pipeline operates entirely in natural language without formal provers or external tools.
Frontier EditorialSource: arXiv
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Source Brief
Researchers train Nemotron 3 Ultra checkpoints to generate olympiad math proofs: Researchers trained two specialist checkpoints from Nemotron 3 Ultra using supervised fine-tuning and reinforcement learning to generate natural-language proofs for olympiad mathematics. The resulting test-time-compute pipeline operates entirely in natural language without formal provers or external tools.