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⬢github Lean · 935 ★ +110 since we first saw it · pushed 6 d ago · Apache-2.0

anthropics/FlashProve

A research prototype for zero-knowledge proofs of AI inference. Not maintained.

FlashProve is a research prototype for zero-knowledge proofs of AI inference: an AI provider can cryptographically prove that a reply came from a committed model without revealing its weights. It runs Llama 4 Maverick on one H100 GPU, produces proofs during inference, and anyone can verify them on a CPU in seconds. The protocol's soundness is formally proved in Lean 4.

Why now: Trending as a most-starred new repo, likely due to the novel combination of zk-proofs with LLM inference and a formally verified soundness theorem in Lean, despite being an unmaintained research artifact.

Who it is for: Cryptography and AI researchers, and agent-driven workflows verifying AI provider claims about which model served a response.

zero-knowledgellmleancryptographyresearchgpu

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Stars over our 39 snapshots: 825 to 935, since 1 d ago.

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