UI-Venus-2 Technical Report" by Venus Team , Zhuohan Cai , Haoxing… — HuggingFace Daily

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"UI-Venus-2 Technical Report" by 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 Wang , Ming Wen , Zhuoer Xu

TLDR:
The text discusses UI-Venus-2, a versatile multimodal GUI agent designed for reliable real-world digital automation. This agent utilizes unified reasoning-action loops, expanded environment coverage, and robust verification methods to address challenges faced in transitioning from benchmark-oriented models to practical applications. UI-Venus-2 operates across mobile, web, and desktop environments through a closed-loop framework, aiming to cover over 170 multilingual mobile apps and native desktop operating systems while enhancing task construction and verification processes. Through mechanisms focusing on safety, task variety, and signal reliability, UI-Venus-2 offers a potent, efficient, and open-source platform that paves the way for more widely applicable, verifiable, and self-aware agents for real-world use.

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