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Alibaba's model never trained as an agent — and improved agent performance across seven benchmarks

<p>Alibaba&#x27;s Qwen team released Qwen-AgentWorld on Tuesday — two models trained not to act inside agent environments, but to predict what those environments return. The release covers seven domains under a single architecture: MCP, Search, Terminal, Software Engineering, Android, Web, and OS. </p><p>The release extends Alibaba&#x27;s recent push into autonomous agents.<a href="https://venturebeat.com/technology/alibabas-proprietary-qwen3-7-max-can-run-for-35-hours-autonomously-and-supports-

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