Great paper on improving proactive agents. (bookmark it) Proactive agents act before you do. But how do you evaluate something that's supposed to anticipate needs you haven't expressed? This work introduces PARE, a framework that models applications as finite state machines
TOOLS
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AI Automation Could Handle Tedious Video Game Tasks
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Yes. We can finally let AI do the tedious work of playing our video games for us! 😉
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Client-side OpenCV added to drone simulation for person detection
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✨ Added client-side OpenCV to my drone sim that watches the drone video feed in-game and tries to detect people, it's messy and wrong all the time (like real OpenCV running on a shitty radio connection)
— @levelsio (@levelsio) 25 avril 2026
It's starting to look pretty real and with multiplayer it's becoming… https://t.co/4tri2URFG3 pic.twitter.com/fKhWjrh4oGAdded client-side OpenCV to my drone sim that watches the drone video feed in-game and tries to detect people, it's messy and wrong all the time (like real OpenCV running on a shitty radio connection) It's starting to look pretty real and with multiplayer it's becoming
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HF Platform Becomes Hub for AI Agent Collaboration
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We built HF for AI builders collaboration, fun to see it's increasingly becoming the place for agent collaboration! This morning I'm sending my ml-intern to participate in the @OpenAI Parameter Golf challenge which goal is to train the best language model that fits in a 16MB
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AI Agents Dramatically Accelerate Task Breakdown and Code Generation
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I tested it today building causal agents. It was spectacular at breaking tasks. It wrote beautiful code. Amazing vibe coding tool. I also asked it to write the paper at the end and it did ok. With a bit of guidance, one can now do in a day what it used to take me about two weeks
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Codex Messenger brings AI interaction to a retro interface
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Bon, j’ai vraiment passé plus de temps que prévu sur ce petit gros projet de la semaine, mais c’est bon !
— Defend Intelligence (Anis Ayari) (@DFintelligence) 25 avril 2026
Codex Messenger est sur macOS et Windows.
Vous pouvez utiliser Codex avec un skin MSN Messenger, histoire de vous rappeler le bon vieux temps en parlant à votre IA avec des… pic.twitter.com/6CQPjWQCYABon, j’ai vraiment passé plus de temps que prévu sur ce petit gros projet de la semaine, mais c’est bon ! Codex Messenger est sur macOS et Windows. Vous pouvez utiliser Codex avec un skin MSN Messenger, histoire de vous rappeler le bon vieux temps en parlant à votre IA avec des
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Lakebase Enables Fast Autoscaling OLTP Database for Agentic Workflows
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With Lakebase, you can spin up an autoscaling OLTP database, connect to it, and start writing data in seconds.@MrSiWhiteley shows how quickly you can create a database, add data, and start using it — making it a strong fit for applications and agentic workflows that need fast,… pic.twitter.com/dSF0XT9sWk
— Databricks (@databricks) 25 avril 2026With Lakebase, you can spin up an autoscaling OLTP database, connect to it, and start writing data in seconds. @MrSiWhiteley shows how quickly you can create a database, add data, and start using it — making it a strong fit for applications and agentic workflows that need fast,
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BytePlus Launches CodingPlan Developer Initiative Q2 2026
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https://
byteplus.com/en/activity/co
dingplan?utm_source=Developer_KOL&utm_medium=kol&utm_campaign=BP-Global-Codingplan&ArkClaw-publish-Q2APRFY26&utm_term=kimmonismus&utm_content=codingplan
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#Byteplus #Codingplan -
GLM-5.1 BytePlus: Opus-class Performance at 5x Lower Cost
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GLM-5.1 is now on BytePlus's Coding Plan — and the case is straightforward: Opus-class performance, 8-hour autonomous task loops, works natively in Cursor and Claude Code, 6 top models with smart routing. All at roughly 5x lower cost than http://
Z.ai official pricing.