AI for Security has never been more exciting.
Let me present MAPTA, our multi-agent framework that found multiple (now confirmed!) Remote Code Executions (RCE's) in flagship web products of Tier-1 companies. Why the secrecy? We're good boys, letting them cook patched through responsible disclosure.
What's our secret sauce? 1/n
@stefanopineda@nafnaf_ai Indeed, launched recently, but you can list parallel to vast to increase your utilisation.
When nafnaf sees a vast job it'll back off, when vast is idle nafnaf can rent it out and unlist vast for that time for you.
@RhysSullivan yes that was a bit frustrating mid incident when trying to investigate. they did quite a bit and then started refusing
we got access to daybreak blue now so it's better
@DominicBRNKMN@GuusMeij Two observations:
1) Lars we very happy that the new motor is smaller than the Plaid -> will fit the M3P
2) One day you'll have an Optimus that will create that Roadster for you on demand
We gave DeepSeek’s updated V4.1-Flash-1017 the same 100 pull requests with known vulnerabilities and an hour per PR to find them in the @BugBunny_ai VulnPR-100 benchmark.
It found 54 for just $7.53, making it the best-performing open-weight model on our leaderboard.
That matches Grok 4.6’s 54 findings at roughly 16× lower review cost. It also finishes only three findings behind Gemini 4 Argon while costing roughly 22× less.
The previous DeepSeek V4.1 Flash found 44 for $12.79. The update catches 10 more vulnerabilities while costing 41% less, bringing the cost down to just $0.14 per vulnerability found.
Better recall, lower cost, and the strongest open-weight result we’ve measured. Seriously impressive work from the @deepseek_ai team.
🚀 DeepSeek-V4.1-Flash-1017 is here!
Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement in performance and cost. Now live on our website, app, and API.
🛠️ Optimized for @DeepSeekHarness, Tencent CodeBuddy, WorkBuddy, and more. Upgrade to DeepSeek Harness v0.2.1-rc.1 or later for the best experience with the new model.
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