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@dabit3

Devin @cognition

15.9K Following197K Followers62.7K Posts
  1. nader dabit✓@dabit3
    The world's most powerful cyber models, including Claude Mythos, are available in Devin Security Platform. We're also offering hundreds of millions of dollars in credits to use it. If you want to defend faster than attackers, you have to find and fix flaws at machine speed. That’s why we’re building the best AI-powered security platform in the world. Devin already helps engineering teams write more secure code, now it can secure the code they already have.
    Download
    Cognition @cognition
    We are entering a new dark age of cybersecurity. Devin is here to help. Introducing the new Devin Security: powered by Claude Mythos and frontier cyber models, plus hundreds of millions of dollars of credits to help teams find, prioritize, and fix urgent vulnerabilities.
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  2. Cognition@cognition
    We are entering a new dark age of cybersecurity. Devin is here to help. Introducing the new Devin Security: powered by Claude Mythos and frontier cyber models, plus hundreds of millions of dollars of credits to help teams find, prioritize, and fix urgent vulnerabilities.
    Download
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  3. nader dabit✓@dabit3
    nader dabit
    RT @hu_yifei: I witnessed the traces of this session. I feel bad for Devin.
    Raunak @raunakdoesdev
    I'm absolutely mind blown that this is working rn
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  4. Raunak✓@raunakdoesdev
    I'm absolutely mind blown that this is working rn
    Download
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  5. nader dabit✓@dabit3
    nader dabit
    RT @cognition: We've evaluated Gemini 4 Carbon and Gemini 4 Argon on FrontierCode 2.0, our coding benchmark that measure's a model's ability to go beyond the spec. Gemini 4 Carbon scores near SOTA with a score of 40% and a cost of $4.04 per task, behind Claude Opus 5.5, GPT-6 Astra, and Claude Sonnet 5.5. Gemini 4 Argon scores 26.3% with a cost of $6.41 per task, ahead of Muse Wonder 1.0, but behind Claude Haiku 5.5 and Grok 4.7. See the leaderboard with full scores:
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  6. nader dabit✓@dabit3
    nader dabit
    RT @AshwinRamaswami: The next 6-12 months represent the most consequential period in the history of cybersecurity. AI agents can now execute end-to-end attack chains, and defenders need new tools to keep up. That’s why Corridor is joining Cognition. Excited to join forces with @russelljkaplan and to work together with @alexstamos once again. Let’s get to work!
    Cognition @cognition
    Today, Cognition is acquiring @corridor. Securing the world’s software is the most important problem in technology today. Let’s get to work!
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  7. Cognition@cognition
    Today, Cognition is acquiring @corridor. Securing the world’s software is the most important problem in technology today. Let’s get to work!
    Download
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  8. nader dabit✓@dabit3
    nader dabit
    RT @jackhcable: Today, Corridor is joining Cognition! Together, we’ll be taking Devin Security to the next level. We started Corridor almost two years ago with the mission of accelerating secure and autonomous software development. Since then, we’ve seen security go from a niche concern to one of the most pressing issues of our time. We’re grateful to our team, our customers, our investors, and everyone who’s supported us along the way. We can’t wait to show you what we build next!
    Cognition @cognition
    Today, Cognition is acquiring @corridor. Securing the world’s software is the most important problem in technology today. Let’s get to work!
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  9. nader dabit✓@dabit3
    The @corridor team has deep expertise in AI code security, congratulations @AshwinRamaswami @jackhcable and welcome to Cognition. Security has always been a top priority @cognition, this strengthens our position as a leader in the space.
    Cognition @cognition
    Today, Cognition is acquiring @corridor. Securing the world’s software is the most important problem in technology today. Let’s get to work!
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  11. nader dabit✓@dabit3
    nader dabit
    RT @Winterrose: in light of recent "life in the day of" posts, I figured I'd share what my current day looks like
    Download
    nader dabit @dabit3
    In light of recent “life in the day of” posts, I figured I’d share what my current work day looks like 5:30am wake up, go to gym 7:00am breakfast 5 egg whites 1 whole egg 8:00am start work with cup of coffee 12:30pm 20 minute lunch break salad + protein 7:00pm end main workday 7:30pm dinner and family time 10:00pm ~1 or more hour of work Usually no breaks other than grabbing coffee or a drink, once in a while a short walk or nap Saturdays and Sundays another 3/4 hours of work per day I’ve eaten the same breakfast for like 8 years and the same lunch for a few years, usually wear the same outfit most days. This has also more or less been my schedule for like 14 years give or take an hour or two per day. There are people who work more than me, less than me, and are more and less effective than me, but I personally attribute most of any success I’ve had to hard consistent work over a long period of time.
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  12. nader dabit✓@dabit3
    In light of recent “life in the day of” posts, I figured I’d share what my current work day looks like 5:30am wake up, go to gym 7:00am breakfast 5 egg whites 1 whole egg 8:00am start work with cup of coffee 12:30pm 20 minute lunch break salad + protein 7:00pm end main workday 7:30pm dinner and family time 10:00pm ~1 or more hour of work Usually no breaks other than grabbing coffee or a drink, once in a while a short walk or nap Saturdays and Sundays another 3/4 hours of work per day I’ve eaten the same breakfast for like 8 years and the same lunch for a few years, usually wear the same outfit most days. This has also more or less been my schedule for like 14 years give or take an hour or two per day. There are people who work more than me, less than me, and are more and less effective than me, but I personally attribute most of any success I’ve had to hard consistent work over a long period of time.
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  13. nader dabit✓@dabit3
    nader dabit
    RT @kenwheeler: 4am violently awaken, gasping 4:01am start vaping 4:05am drink keurig coffee 4:06am read overnight twitter notifications while pooping 4:25am lock in like god when he made earth 11am tinned fish 11:03am lock back in 6pm prepare restaurant grade dinner 7pm wine and x files
    nader dabit @dabit3
    In light of recent “life in the day of” posts, I figured I’d share what my current work day looks like 5:30am wake up, go to gym 7:00am breakfast 5 egg whites 1 whole egg 8:00am start work with cup of coffee 12:30pm 20 minute lunch break salad + protein 7:00pm end main workday 7:30pm dinner and family time 10:00pm ~1 or more hour of work Usually no breaks other than grabbing coffee or a drink, once in a while a short walk or nap Saturdays and Sundays another 3/4 hours of work per day I’ve eaten the same breakfast for like 8 years and the same lunch for a few years, usually wear the same outfit most days. This has also more or less been my schedule for like 14 years give or take an hour or two per day. There are people who work more than me, less than me, and are more and less effective than me, but I personally attribute most of any success I’ve had to hard consistent work over a long period of time.
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  14. nader dabit✓@dabit3
    nader dabit
    RT @MistralAI: Today, we release the weights of a new and improved Le Chonk, advancing the open frontier for agentic coding and cybersecurity. 💻 Built to build: Le Chonk ranks #1 on @cognition’s FrontierCode among open models, and sets a new benchmark for Pareto efficiency on @artificialanalysis. 🛡 Built to defend: State-of-the-art in cyberdefense, put through the paces by the world's leading cyber vendors, including @CrowdStrike, @cloudflare, @rubrik, @zscaler, and others. Built for sovereignty: Make it yours. Download the weights on @huggingface , customize it with Mistral Forge, and deploy it wherever you need it. Read more from our team and customers 👇:
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  15. nader dabit✓@dabit3
    The @mercor team is cracked. Here they share why and how parallelization helps them move at extraordinary speed. Nice interview with @DhruvAhuja2003 @abhikottamasu Justin Dea-Mattson.
    Cognition @cognition
    Founded by three 22-year-olds in 2023, @mercor crossed $2B ARR in June, only 4 months after hitting $1B. Today, millions of experts on the platform bring their knowledge of medicine, law, engineering, and beyond to frontier AI - helping models take on increasingly complex and consequential work in the real world. Mercor's engineers move at extraordinary speed. They give Devin long-running tasks before bed, during meetings, or on their way to the gym. They come back to tested features and PRs ready to merge.
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  16. Cognition@cognition
    Founded by three 22-year-olds in 2023, @mercor crossed $2B ARR in June, only 4 months after hitting $1B. Today, millions of experts on the platform bring their knowledge of medicine, law, engineering, and beyond to frontier AI - helping models take on increasingly complex and consequential work in the real world. Mercor's engineers move at extraordinary speed. They give Devin long-running tasks before bed, during meetings, or on their way to the gym. They come back to tested features and PRs ready to merge.
    Download
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  17. nader dabit✓@dabit3
    nader dabit
    RT @devindevelopers: Devin can do more than ship PRs. @DecagonAI used it to run an inference research lab. One Devin orchestrates, subagents chase competing hypotheses in parallel, and every idea is tested against replayed production traffic on @modal GPUs. The result was up to 2.5× more throughput per GPU.
    Decagon @DecagonAI
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  18. Decagon@DecagonAI
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  19. nader dabit✓@dabit3
    nader dabit
    RT @annarmitchell: This was a lot of fun to work on with the @mercor team. I get fired up about marketing when there's real technical and business substance to talk about. This one explores why cloud agents unlocked so much for Mercor - a meaningful endorsement because this team obviously has a high bar for tools!
    Cognition @cognition
    Founded by three 22-year-olds in 2023, @mercor crossed $2B ARR in June, only 4 months after hitting $1B. Today, millions of experts on the platform bring their knowledge of medicine, law, engineering, and beyond to frontier AI - helping models take on increasingly complex and consequential work in the real world. Mercor's engineers move at extraordinary speed. They give Devin long-running tasks before bed, during meetings, or on their way to the gym. They come back to tested features and PRs ready to merge.
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  20. nader dabit✓@dabit3
    nader dabit
    RT @stevenkplus1: 1. Mercor has insane revenue growth 2. Mercor is a heavy user of Devin This is not a coincidence! We're seeing more and more amazing tech companies adopt Devin for all their work and seeing huge efficiency gains as a result.
    Cognition @cognition
    Founded by three 22-year-olds in 2023, @mercor crossed $2B ARR in June, only 4 months after hitting $1B. Today, millions of experts on the platform bring their knowledge of medicine, law, engineering, and beyond to frontier AI - helping models take on increasingly complex and consequential work in the real world. Mercor's engineers move at extraordinary speed. They give Devin long-running tasks before bed, during meetings, or on their way to the gym. They come back to tested features and PRs ready to merge.
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  21. nader dabit✓@dabit3
    nader dabit
    RT @Da7_Tech: The free SWE-2 offer inside Devin just got extended to December 1. You literally have a SOTA model you can use with zero limits and ship at a level nothing else comes close to. Huge win for everyone using Devin in November.
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  22. nader dabit✓@dabit3
    FrontierCode measures "would a maintainer merge this PR?" Essentially intelligence + codebase fluency + judgement, which is what all engineers actually want, not just the raw intelligence most benchmarks test.
    Cognition @cognition
    Introducing FrontierCode 2.0: our new coding benchmark that measures a model’s ability to go beyond the spec. Most coding evals measure a model’s ability to write code that meets a spec. With FrontierCode 1.0, we asked a new question: would you actually merge the PR? FrontierCode 2.0 is comprised of more diverse tasks, featuring larger scopes and higher mergeability standards. We are now asking: not only would you merge this PR, but should you? One key feature of FrontierCode 2.0 is underspecified prompts. Rather than including every engineering decision, prompts are deliberately ambiguous, giving the models room to demonstrate their judgment. The result is a benchmark that is far from saturated, with the top model scoring just 45%.
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  23. Cognition@cognition
    Introducing FrontierCode 2.0: our new coding benchmark that measures a model’s ability to go beyond the spec. Most coding evals measure a model’s ability to write code that meets a spec. With FrontierCode 1.0, we asked a new question: would you actually merge the PR? FrontierCode 2.0 is comprised of more diverse tasks, featuring larger scopes and higher mergeability standards. We are now asking: not only would you merge this PR, but should you? One key feature of FrontierCode 2.0 is underspecified prompts. Rather than including every engineering decision, prompts are deliberately ambiguous, giving the models room to demonstrate their judgment. The result is a benchmark that is far from saturated, with the top model scoring just 45%.
    Download
    2002943.2K845K
  24. nader dabit✓@dabit3
    nader dabit
    RT @ArtificialAnlys: Announcing Artificial Analysis Intelligence Index v5, featuring 2 new benchmarks and 3 upgrades. For the first time, the majority of the Index is built on private datasets The Artificial Analysis Intelligence Index is our composite measure of model capabilities across tasks reflecting real-world usage today. v5 is our biggest upgrade since v4 launched in January. With v5, 60% of the Index is now based on evaluations with private test sets or held-out answers. Alongside Intelligence Index v5, we’re launching the Artificial Analysis Progress Index v1, which tracks model capability over time on one continuous scale. New to the Intelligence Index: ➤ FrontierCode 2.0: Cognition's newly-launched private benchmark of real-world coding tasks, graded on whether a repository maintainer would merge the agent's change ➤ Terminal-Bench-Science: 70 agentic scientific research tasks, run in a terminal environment Upgraded: ➤ HLE-Diamond (replacing Humanity's Last Exam): a refined 1,000-question version of Humanity's Last Exam, split evenly between reasoning and knowledge questions ➤ AA-Omniscience v1.1: An updated dataset with saturated and public set questions removed, new questions added, and ambiguous or erroneous questions revised ➤ CritPt v2: a private, 40-question hard subset of CritPt v2, revised by the CritPt authors and run with a code-execution tool Staying in the Index: AA-Briefcase, AutomationBench-AA, GDP.pdf and Terminal-Bench 4.0 Removed from the Index: GDPval-AA v2.1, SciCode, and AA-LCR v1.1 Key results: ➤ Claude Opus 5.5 (max) leads at 58, ahead of GPT-6 Astra (max, 57) and GPT-6.1 Sol (max, 55): Anthropic and OpenAI hold the top five models. Gemini 4 Argon (high) is next at 50 ➤ The open weights gap widens from 3 points to 12: Kimi K3.1 Pro (weights not yet released) is the top open weights model at 46. Among released weights, DeepSeek V4.1 Flash 1017 (max) and GLM-5.3 (max) lead at 32 - 26 points behind the leader and below Claude Haiku 5.5 (max, 36) ➤ Cost per task varies by more than 13x among the leading models: of the 10 highest-scoring models shown, GPT-6.1 Terra (max) is the cheapest at $0.96 per Intelligence Index task and Claude Fable 5.1 (max) the most expensive at $13.04
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  25. nader dabit✓@dabit3
    nader dabit
    RT @ArtificialAnlys: FrontierCode 2.0 is the latest update of @cognition's private coding benchmark. Launched earlier today, it comprises 132 tasks in real open-source repositories, graded on whether a maintainer would merge the agent's change. An attempt that fails any blocking check scores 0, and the tasks stay private to avoid contamination. We run every task three times in Stirrup, our agentic harness. Claude Opus 5.5 (max) leads at 46%, followed by GPT-6 Astra (max), GPT-6.1 Terra (max) and Claude Sonnet 5.5 (max), all at 42%. DeepSeek V4.1 Flash 1017 (max) is the highest-scoring open weights model at 28%, 18 points behind the leader.
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