Qwen has announced a new large language model called Qwen-AgentWorld-397B-A17B. The model is mentioned on Hugging Face and Qwen's official blog, indicating its public release and availability for use.
Qwen Releases Qwen-AgentWorld-397B-A17B Model
Qwen, NVIDIA, Mistral, and Black Forest Labs release new models; routing and safety gain focus
This AI news roundup for August 3-4, 2026, covers significant model releases from Alibaba Qwen, NVIDIA, Mistral AI, and Black Forest Labs, alongside developments in agent routing, infrastructure, and cybersecurity.
Qwen releases Qwen-CUA, a 397B-A17B native computer-use agent
Qwen introduces Qwen-CUA, a native computer-use agent built on a 397B-A17B mixture-of-experts backbone that operates via screenshots and input events without relying on DOM trees or accessibility metadata. The system utilizes a scaffold to maintain up to 20 active screenshots and was trained using a cloud rollout fleet with nearly 100,000 vCPUs across approximately 40,000 verifiable tasks.
Qwen releases Qwen-CUA, a 397B-A17B native computer-use agent
Researchers have introduced Qwen-CUA, a native computer-use agent built on a 397B-A17B Qwen mixture-of-experts backbone. The system operates by observing screenshots and acting through keyboard and mouse events, without relying on DOM trees or accessibility metadata.
Qwen-UI-Agent sets state of the art on mobile-use benchmarks
The Qwen team has released a technical report for Qwen-UI-Agent, a real-world centric foundation GUI agent designed to operate reliably across mobile, computer-use, web, and DeepSearch environments. The system combines diverse sandbox environments with a large-scale real-device mobile runtime, interleaving GUI operations with CLI execution and supporting long-horizon tasks.
AgentOmnia scales agentic models across full-scenario applications
Researchers present AgentOmnia, a framework for full-scenario agentic scaling that coordinates task-space definition, data synthesis, post-training, evaluation, and improvement across To-Consumer, To-Business, and To-Employee applications. The system utilizes an extensible taxonomy and constructs 5,018 stateful environments with 255,375 tools and 52,361 tasks to enable fine-grained diagnosis via OmniaBench.