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UI-Venus-2: A New Foundation GUI Agent for Cross-Platform Automation

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced UI-Venus-2, a new foundation GUI agent designed to automate tasks across mobile, web, and desktop environments. This agent utilizes a unified framework for reasoning and action, aiming to overcome challenges in real-world application deployment. UI-Venus-2 expands its capabilities by increasing environment coverage to over 170 multilingual apps and native desktop operating systems, developing a robust pipeline for instruction generation, and implementing advanced verification methods for reliable training signals. The project also incorporates safety mechanisms for controlled execution of actions, with the goal of advancing more generalizable and self-reflective agents. AI

IMPACT This development could lead to more robust and generalizable automation across various digital platforms.

RANK_REASON The item is a technical report published on arXiv detailing a new AI model/framework. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

UI-Venus-2: A New Foundation GUI Agent for Cross-Platform Automation

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The item is a technical report published on arXiv detailing a new AI model/framework. [lever_c_demoted from research: ic=1 ai=1.0]
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model release, product, infra
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COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · Venus Team, Zhuohan Cai, Haoxing Chen, Jiaxuan Chen, Weizhi Chen, Changlong Gao, Zhangxuan Gu, Yuan Guo, Yusong Hu, Jianrong Jiang, Jianguo Li, Runze Li, Jinzhen Lin, Zhenyu Ma, Changhua Meng, Han Peng, Xinyu Qiu, Shuheng Shen, Zhongyi Shui, Weiqiang Wan… ·

    UI-Venus-2 Technical Report

    arXiv:2609.00028v1 Announce Type: new Abstract: Multimodal GUI agents have emerged as a promising paradigm for digital task automation, yet transitioning from benchmark-oriented models to dependable real-world applications remains challenging due to limited environment coverage, …

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    UI-Venus-2 Technical Report

    UI-Venus-2 is a general-purpose multimodal GUI agent that uses unified reasoning-action loops, expanded environment coverage, and robust verification to enable reliable real-world digital automation.

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