{"slug": "anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe", "title": "Anthropic open-sources FlashProve, its provable inference prototype for MoE models", "summary": "Anthropic's Frontier Red Team, working with EPFL, MIT and StarkWare, released FlashProve, an open-source prototype that generates a cryptographic proof that a specific language model produced a specific reply. The prover, two verifiers, the formal proofs behind them and a protocol specification are published on GitHub under the Apache 2.0 license, addressing the inability of API users to confirm which model answered a hosted prompt.", "body_md": "Anthropic’s Frontier Red Team, with collaborators at EPFL, MIT and StarkWare, built FlashProve, a prototype that produces a cryptographic proof that one specific language model generated one specific reply. The prover, two verifiers, the formal proofs behind them and a protocol specification are on GitHub under the Apache 2.0 license. Source: Anthropic When you send a prompt to a hosted API, you can’t confirm which model answered it. A provider could route the request to … [More](https://www.helpnetsecurity.com/2026/11/04/anthropic-flashprove-provable-inference/) \n\nThe post [Anthropic open-sources FlashProve, its provable inference prototype for MoE models](https://www.helpnetsecurity.com/2026/11/04/anthropic-flashprove-provable-inference/) appeared first on [Help Net Security](https://www.helpnetsecurity.com).", "url": "https://wpnews.pro/news/anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe", "canonical_source": "https://www.helpnetsecurity.com/2026/11/04/anthropic-flashprove-provable-inference/", "published_at": "2026-11-04 04:36:14+00:00", "updated_at": "2026-11-04 04:49:37.916336+00:00", "lang": "en", "topics": ["ai-safety", "large-language-models", "artificial-intelligence", "ai-research"], "entities": ["Anthropic", "FlashProve", "EPFL", "MIT", "StarkWare", "GitHub", "Apache 2.0"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe", "markdown": "https://wpnews.pro/news/anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe.md", "text": "https://wpnews.pro/news/anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe.txt", "jsonld": "https://wpnews.pro/news/anthropic-open-sources-flashprove-its-provable-inference-prototype-for-moe.jsonld"}}