Why do AI agents stumble on long, complex interface tasks? A team from Tencent Turing Lab, Georgia Tech, Tsinghua, and Chinese Academy of Sciences presents LongHorizonUI. This unified framework uses a "Perceiver" for robust screen understanding, a "Decider" for iterative,

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