zkSNARKs Prove a 400B Model Wrote a Reply Without Revealing Weights, at 70-95x Compute

rickasaurus · x · 2026-11-04

A thread on 'HTTPS for AI models': FlashProofs (associated with Anthropic) uses zkSNARKs — the proofs behind Starknet — to prove a response came from an exact copy of a 400B-parameter model without revealing its weights.

Numbers: 110 tokens/sec generation on a single H100, with 19 MB proofs that verify in seconds on a CPU. The cost: roughly 70-95x extra compute. The takeaway: verifiable AI is closer than we think.

Related event: Anthropic open-sources FlashProve for zkSNARK-verifiable LLM inference(24 posts)→

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