How can AI agents confidently navigate complex software without making costly mistakes? Nankai University, Nanjing University, The University of New South Wales, and Microsoft present CUWM. This Computer-Using World Model helps AI agents "see the future" of their actions on
SOFTWARE
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Gaussian Processes with GPy for Machine Learning
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Gaussian GPy for Machine Learning! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/GP-GPyTorch -
Google Stitch Turns Natural Language Into UI Designs
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Google is pushing design into its next phase.
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 21 mars 2026
They’ve introduced Stitch by @GoogleLabs – a platform that turns natural language into high-fidelity UI designs in a single workflow.
Instead of juggling multiple tools, you can go from idea → prototype in one place.
Key… pic.twitter.com/o53v1YmuWHGoogle is pushing design into its next phase. They’ve introduced Stitch by @GoogleLabs – a platform that turns natural language into high-fidelity UI designs in a single workflow. Instead of juggling multiple tools, you can go from idea → prototype in one place. Key
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V8 Relax Mode Available and SREF Moodboards Update
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Two quick updates for V8 (1) Relax mode is now available for V8 (2) We've put up a new version of SREF / Moodboards which is 4x faster, 4x cheaper, supports HD mode, personalization, –stylize, and –exp. Note: If you want to use the old version just type –sv 6 new is –sv 7
→ View original post on X — @midjourney, 2026-03-21 02:03 UTC
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Google Stitch AI Tool Generates Clickable UI from Text Descriptions
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Google just quietly dropped one of the biggest shifts in UI design since Figma. You can now describe your product screens in plain English and let AI generate polished, clickable interfaces in minutes. In today’s newsletter, we break down:
How Google’s new Stitch tool turns -
Development of DefendOS: An Open Source AI Security Tool
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C’est ici : https://
github.com/anisayari/Defe
ndOS
… Hésitez pas à mettre des bonnes idées en issue direct ou des trucs pas ouf à améliorer. Attention je dis pas du tout que c’est utilisable direct. Je build encore le truc. -

Using Codex CLI for Automated VPS Health Monitoring
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J’essaie de faire un petit projet en ce moment où je build, par-dessus Codex CLI, un mode de surveillance et de vérification de mes VPS qui tourne tous les matins et m’envoie un rapport de santé sur l’état de la machine et des services qui tournent. J’ai de plus en plus de
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On-Demand Computing Infrastructure for AI Competition Entry
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There's none available. On-demand is the only useful/usable option for most people. E.g if you want to run your entry to OpenAI's new competition you need a machine for 15 mins or so.
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Replit HQ Series: Meet the Team Behind Agent 4
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Meet some of the people from our team that helped bring Agent 4 to life in this "Live from Replit HQ" series.
— Replit ⠕ (@Replit) 20 mars 2026
Part 1 is live today, and includes our usual livestream hosts, in the same room this time. pic.twitter.com/LkGYmzDGLsMeet some of the people from our team that helped bring Agent 4 to life in this "Live from Replit HQ" series. Part 1 is live today, and includes our usual livestream hosts, in the same room this time.
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Xiaomi MiMo V2 Models Launch on Poe Platform
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@XiaomiMiMo V2 models are live on Poe! MiMo‑V2‑Flash – fast and cost‑efficient. Summarize documents, refactor code, batch‑process support tickets, generate structured outputs, and power high‑volume workflows where speed matters more than deep deliberation. MiMo‑V2‑Omni – built
