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阿里把AI扔进100台真机里“军训”，玩转各种屏幕！这和AI手机还有啥区别？

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Merged summary

TL;DR - Alibaba launched Qwen-UI-Agent, a GUI foundation model that operates phones, desktops, browsers, and command-line tools to complete complex, cross-device workflows. Its real-device training infrastructure targets the simulation-to-reality gap that often causes GUI agents to fail on dynamic interfaces.

  • The 27B model ranked first on five of six reported core GUI benchmarks, including 92.2% success on MobileWorld-Real and 97.5% on AndroidDaily.
  • Training used 100+ physical phones and 150+ applications, with virtual-screen technology increasing concurrent rollout efficiency by about 20×.
  • A unified action space combines GUI interactions, CLI commands, and API calls; staged SFT, action RL, and online RL train planning, error recovery, and verification over trajectories exceeding 100 steps.
  • Alibaba also released 35B-A3B and 4B variants, alongside a technical report, project page, and GitHub repository.

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阿里把AI扔进100台真机里“军训”，玩转各种屏幕！这和AI手机还有啥区别？

WeChat: 智东西 2026-08-20 arXiv:2607.28227
Public signals Hugging Face upvotes 156
Providers: Hugging Face · Upvotes 156 OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-09-19 14:26:07.240567 UTC

TL;DR - Alibaba launched Qwen-UI-Agent, a GUI foundation model that operates phones, desktops, browsers, and command-line tools to complete complex, cross-device workflows. Its real-device training infrastructure targets the simulation-to-reality gap that often causes GUI agents to fail on dynamic interfaces.

  • The 27B model ranked first on five of six reported core GUI benchmarks, including 92.2% success on MobileWorld-Real and 97.5% on AndroidDaily.
  • Training used 100+ physical phones and 150+ applications, with virtual-screen technology increasing concurrent rollout efficiency by about 20×.
  • A unified action space combines GUI interactions, CLI commands, and API calls; staged SFT, action RL, and online RL train planning, error recovery, and verification over trajectories exceeding 100 steps.
  • Alibaba also released 35B-A3B and 4B variants, alongside a technical report, project page, and GitHub repository.
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