Google's Cogentic uses multi-agent Gemini system to find math proofs

omarsar0 · x · 2026-10-03

Google Research's Cogentic is a multi-agent proof-discovery system running on Gemini that tackles open problems in theoretical CS from the problem statement alone, with no expert hints. It works in rounds: an orchestrator decides how many provers to run, each prover gets one direction (a bound or counterexample search) plus a briefing written independently by summarizer agents from prior attempts and verifier feedback. The pattern — loose execution structure plus dedicated advisor and verifier agents — is argued to generalize broadly.

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