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Buzzing HN · 中文精选· ltononro·· 9 hours agoSelectedAI score71

Anthropic Releases Verifiable LLM Inference System FlashProve, Achieving 110 tokens/s Proving Speed on 400B MoE

大型语言模型可证明推理方面的进展

AI guide

Anthropic, in collaboration with several universities, has introduced FlashProve, a prototype system for verifiable LLM inference that leverages zk-SNARK cryptographic proofs to verify that outputs originate from a specified model without revealing its weights.

Why it matters

This breakthrough reduces the overhead of zero-knowledge proofs for large models to within 100x of standard inference, offering a software-only verification solution for regulatory audits and model tamper-proofing.

Source:Buzzing HN · 中文精选 · anthropic.com