
Koushik Sen
@koushik77
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Professor of Computer Science at UC Berkeley
Joined July 2009
Must attend if possible
Excited to announce the 3rd LLM4Code workshop collocated with ICSE26 @ICSEconf in Rio, Brazil🇧🇷! 🌟Website: https://t.co/vD4NQSmKcl 🌟Deadline: Oct 31 🌟8-page research paper/4-page position paper (including references) @LingmingZhang @yiling__LOU @devanbu @Kexin_Pei @llm4code
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I'm interested in more detailed work on how much profit AI companies will capture and whether there will be a bust in the next 2y. Appreciated the emphasis that "market crash" != "low-impact technology"
Key point in here from @Noahpinion — even if the AI tech turns out to be exactly as promising as the bulls think, it’s not totally clear whether this would mean high margin businesses. https://t.co/wiUoXkryR0
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Another beautiful paper. 👏 Shows how AI can automatically discover and test better systems algorithms. Across tasks, some evolved algorithms run 5x faster or cut cost by 26%. The method, called AI Driven Research for Systems, ADRS, generates code, runs it, scores it, then
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BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2025 #NobelPrize in Chemistry to Susumu Kitagawa, Richard Robson and Omar M. Yaghi “for the development of metal–organic frameworks.”
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Excited to share early results about CodeMender, our new AI agent that automatically fixes critical software vulnerabilities. AI could be a huge boost for developer productivity and security. Amazing work from the team - congrats!
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Really excited to finally announce CodeMender! As part of this we've already submitted and upstreamed several patches to OSS projects via OSS-Fuzz. Check out our post at: https://t.co/qgnroQyIzN There will be more technical details and exciting announcements to come!
deepmind.google
CodeMender is a new AI-powered agent that improves code security automatically. It instantly patches new software vulnerabilities, and rewrites and secures existing code, eliminating entire...
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John Clarke, UC Berkeley emeritus professor, awarded the 2025 #NobelPrize in #Physics. The Nobel Prize committee honored Clarke "for the discovery of macroscopic quantum mechanical tunneling and energy quantization in an electric circuit."
news.berkeley.edu
The Nobel Prize committee honored Clarke "for the discovery of macroscopic quantum mechanical tunneling and energy quantization in an electric circuit." These circuits were forerunners of the qubits...
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The term 'AGI' is a problematic and shifting goalpost, and focusing on a single 'AGI event' is less productive than focusing on the continuous development and measurement of an AI's generality across an expanding set of domains.
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Confused on multiple dimensions: 1. I am not at all anti-AGI. have said repeatedly that I see considerable potential value for AGI, especially for scientific discovery. I just don’t think AGI is close, and I don’t think we should rush to build it until we have some clue how to
@exelerater @GaryMarcus I get the feeling the anti-AGI cultists like Marcus don’t believe tool use can be counted as AGI, why I don’t know…
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Introducing SkyRL tx 🧸, an open-source project to implement the Tinker API. The SkyRL team is excited about the Tinker API and the opportunities of using a single canonical interface that unifies training and inference. SkyRL tx lets you run a Tinker-like service locally today,
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Training our advisors was too hard, so we tried to train black-box models like GPT-5 instead. Check out our work: Advisor Models, a training framework that adapts frontier models behind an API to your specific environment, users, or tasks using a smaller, advisor model (1/n)!
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Proud to be part of the team!
Following up on the AlphaEvolve code opt. agent, I am happy to share how our team at @GoogleDeepMind has developed the CodeMender agent to design/apply patches to fix security vulnerabilities in large scale open source projects. #AI4code Read more at:
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Following up on the AlphaEvolve code opt. agent, I am happy to share how our team at @GoogleDeepMind has developed the CodeMender agent to design/apply patches to fix security vulnerabilities in large scale open source projects. #AI4code Read more at:
deepmind.google
CodeMender is a new AI-powered agent that improves code security automatically. It instantly patches new software vulnerabilities, and rewrites and secures existing code, eliminating entire...
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Software vulnerabilities can be notoriously time-consuming for developers to find and fix. Today, we’re sharing details about CodeMender: our new AI agent that uses Gemini Deep Think to automatically patch critical software vulnerabilities. 🧵
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I’m stunned by the podcast with @dwarkesh_sp and Richard Sutton. He wins a Turing award for his contributions on AI and comes on and doesn’t even understand the basics of modern LLMs. He’s like another Gary Marcus. It was very sad to see Dwarkesh trying to be respectful and
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ثورة في تقديم نماذج الذكاء الاصطناعي! 🚀 Databricks تكشف عن تقنية GEPA التي تعد بتوجيهات أذكى وتخفيض التكاليف حتى 90 مرة، مع وصول أصيل إلى GPT-5 بفضل الشراكة مع OpenAI. اكتشف مستقبل المؤسسات الذكية الآن. https://t.co/HiM3c1pOar #الذكاء_الاصطناعي #Databricks #GPT5 #تقنية
abqar.net
في جملة واحدة تقنية GEPA من Databricks تعد بمكاسب ملموسة عبر توجيهات أذكى، مع خفض محتمل لتكاليف تقديم نماذج الذكاء الاصطناعي (serving) والتفوق على الضبط الدقيق (fine-tuning). وتضيف الشراكة مع...
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Code World Model from FAIR isn’t the first model trained by interleaving interpreter state with code tokens. The first paper was the “Scratchpad” paper in Nov 2021, which was also cited by @_jasonwei’s CoT paper. https://t.co/LC5jpYOLgi
I think this project could be one of those "why have we ever done this differently?!" kind of moments. Instead of doing code training by just predicting the next token in the source file, interleave that with interpreter state which also have to be predicted! Devil's in the
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If you do research related to code translation, transformation, and modernization, consider submitting your research to ReCode workshop and attend it (colocated with @ICSEconf in Brazil)! Check these tweets and workshop website for more details.
📢 Announcing the 1st workshop on Code Translation, Transformation, and Modernization, co-located with @ICSEConf 2026 in Rio de Janeiro, Brazil 🇧🇷! 🎯 We are calling for submissions: 🌟 Website: https://t.co/CoHfMcUXSL 🌟 Deadline: Oct 20, 2025
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Very excited to see our Gemini models getting better and better at coding! An advanced version of Gemini 2.5 Deep Think at the 2025 International Collegiate Programming Contest (ICPC) World Finals achieved gold-medal level performance! 🎉 https://t.co/yCQKOagnkm
deepmind.google
An advanced version of Gemini 2.5 Deep Think has achieved gold-medal level performance at the 2025 International Collegiate Programming Contest (ICPC) World Finals. Solving complex tasks at these...
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