UC Berkeley researchers have released CUA-Lite, an open platform that brings sandboxes, data, evaluation, and reinforcement learning together for computer-use agents. Instead of making developers jump between many tools for desktop, browser, and mobile tasks, CUA-Lite tries to put everyt…
UC Berkeley researchers have released CUA-Lite, an open platform that brings sandboxes, data, evaluation, and reinforcement learning together for computer-use agents. Instead of making developers jump between many tools for desktop, browser, and mo…
MirroS has introduced Code-as-World, an agentic loop that rewrites real videos into executable MuJoCo physics programs instead of treating videos as just moving pixels. The system turns a scene into editable code, stored as scene.json, so an agent …
FreeToken is a new edge-native MoE serving engine that makes very large AI models much easier to run on personal hardware. It was designed by researchers from UC Berkeley and UT Austin, and it can run models from a 35B model on an 8 GB laptop GPU a…
Z.ai has launched GLM-5.3 without retraining its huge 743B base model, and that is the big reason people are paying attention. Instead of building a brand-new model from scratch, Z.ai improved it through post-training, which helped it get much bett…
Shepherd is a new open-source Python runtime substrate that lets meta-agents fork, replay, and revert any agent run, which means teams can jump back to an earlier step instead of starting over after a mistake. It was introduced by researchers from …
Alibaba Qwen has released Qwen3.8-Max, a 2.4 trillion parameter Mixture-of-Experts model, and the company says it is the most capable model in the Qwen family so far. It can take text, image, and video as input, return text as output, and it is alr…
