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App-Use : Create virtual desktops for AI agents to focus on specific apps. App-Use lets you scope agents to just the apps they need. Instead of full desktop access, say "only work with Safari and Notes" or "just control iPhone Mirroring" - visual isolation without new processes for perfectly focused automation. Running computer-use on the entire desktop often causes agent hallucinations and loss of focus when they see irrelevant windows and UI elements. App-Use solves this by creating composited views where agents only see what matters, dramatically improving task completion accuracy What you can build: Research agents working in Safari while writing agents draft in Notes, iPhone automation for messages and reminders, parallel testing across isolated app sessions, or teams of specialized agents working simultaneously without interference. Currently macOS-only (Quartz compositing engine). Read the full guide: https://trycua.com/blog/app-use Github : https://github.com/trycua/cua
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Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
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mistralai/Devstral-Small-2505
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