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arXiv — cs.AI preprintsInternational5 October 2026

Cogentic: Multi-Agent Orchestration for Automated Proof Discovery

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arXiv:2609.40324v2 Announce Type: replace Abstract: We present Cogentic, a multi-agent harness for automated proof discovery on open research problems. While frontier language models can generate strong mathematical ideas in a single shot, single-shot generation is often insufficient for open problems that require exploring multiple competing conjectures, overcoming subtle technical obstructions, and retaining intermediate progress over a long horizon. Cogentic addresses these challenges through an iterative prove-verify loop in which an orchestrator allocates a population of independent prove
— arXiv — cs.AI preprints

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