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anthropics/FlashProve

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

Visit GitHub
Lean
509
1 contributors
Apache License 2.0
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Momentum

How fast anthropics/FlashProve is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Nov 2 – Nov 4, 2026

Stars +558 in 3 days

0200400
343

Forks +0 in 3 days

01

Merged PRs 0 in 3 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Nov 2Nov 3Nov 4
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Mon, Nov 2, 2026+0+00
Tue, Nov 3, 2026+343+00
Wed, Nov 4, 2026+215+00
Total+558+00
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Nov 45 posts8 posts
    • The part the headline skips: Anthropic says Claude built it. The security claims are proved in Lean, so people can check its work. On a 400B model, each proof is 19 MB and checks one token. A CPU…

      Read full on X, posted by @p14n75

      @p14n75 · x.com

    • Anthropic published FlashProve, an open-source (Apache 2.0) prototype for cryptographic proofs of LLM inference. Per Anthropic, on Llama 4 Maverick (400B MoE, 4-bit) one H100 proves ~110 tokens/s; a…

      Read full on X, posted by @Qualiteg_global

      @Qualiteg_global · x.com

    • You used to take the vendor's word that the named model answered. Nov 2, 2026: Anthropic open-sources FlashProve — a zkSNARK so a reply can prove it came from one committed weight set, without…

      Read full on X, posted by @Archive2050

      @Archive2050 · x.com

    • Anthropic 开源了一个研究叫 FlashProve,能验一条回答是不是真出自某个指定模型 用的是现成的密码学技术,Anthropic 说比之前的开源方法效率高不少 举了两个用处,一个是让攻击者更难劫持对话,一个是做安全测评的人能确认,自己测的模型和卖给用户的是同一个 代码在 这个你们觉得最先该用在哪

      Read full on X, posted by @tbcnwd1

      @tbcnwd1 · x.com

    • The old way to prove which AI model wrote a reply made a 93.6 GB proof that took almost a day to check. Anthropic's new FlashProve makes a 19 MB proof that a CPU checks in 17 seconds. Same 400B…

      Read full on X, posted by @navaneethan_es

      @navaneethan_es · x.com

    • 9. @sweis(AI叙事,zk,新工具)— Steve Weis 称 Anthropic 开源 FlashProve:用于可证明推理(provable inference)的库,在约 4000 亿参数的 Llama 4 Maverick 专家混合模型上做过测量;

      Read full on X, posted by @degenlinxi

      @degenlinxi · x.com

    • Anthropic put out FlashProve, an open-source way for a model provider to prove which model actually answered your request, without showing you the weights the problem is real tbh. right now you can't…

      Read full on X, posted by @szchan111

      @szchan111 · x.com

    • 当你调用某个大模型API时,怎么证明真正回答你的就是商家说的那个模型?怎么知道有没有被偷偷换成别的便宜模型? Anthropic刚开源了FlashProve,一个基于零知识证明的大模型推理验证系统,让服务商为模型推理结果生成密码学证明,验证输出确实来自事先承诺的模型权重 以后AI服务商给你说用的哪个模型,你可以验证 而且,验证者不需要拿到模型权重,也不需要GPU,只用普通CPU就可以检查证明…

      Read full on X, posted by @aigclink

      @aigclink · x.com

  2. Nov 32 posts
    • anthropic made this tweet 3 hours ago and linked their github: which if you look at the employees' names it all ends in -ant the official cult of anthropic ahead of their IPO

      Read full on X, posted by @BoltricksDev

      @BoltricksDev · x.com

    • New @AnthropicAI research: FlashProve, open-source code that proves which model wrote a response, without revealing its weights. On Llama 4 Maverick: • Earlier proof: 14.3 hours per 1,000 tokens •…

      Read full on X, posted by @jonclegg77

      @jonclegg77 · x.com

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