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Anthropic Releases FlashProve for Verifiable AI Replies

Original title: Anthropic Releases FlashProve: Cryptographic Proofs That a Reply Came From Committed Weights

MarkTechPostby Asif Razzaq ()14 min read
Part of a story covered by 3 sourcesAnthropic Open-Sources FlashProve for Verifiable AI OutputsMerged summary & timeline
AI summary · x-ai/grok-4.7Summaries by Vani AI

Anthropic's FlashProve tool generates zkSNARK proofs to confirm AI responses derive from committed model weights.

Anthropic released FlashProve, a system that uses zero-knowledge succinct non-interactive arguments of knowledge to produce cryptographic proofs attesting that an AI reply originated from committed model weights. The approach allows independent verification of output authenticity without exposing the weights themselves. It targets use cases where trust in deployed AI models is critical, such as high-stakes inference environments.

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From the original article

14 min read at marktechpost.com

Anthropic released FlashProve, an Apache 2. 0 zkSNARK prototype that proves a reply came from a committed model without revealing weights. It proves Llama 4 Maverick at 110 tokens/second on 1 H100, with 19 MB proofs.

MarkTechPost

By Asif Razzaq · marktechpost.com

Read the full article at MarkTechPost

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