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Shifting the focus from visual perception to direct program state access can boost agent success rates while slashing costs by nearly 9x.
Video LLMs can significantly improve their QA performance by integrating spatio-temporal evidence, bridging the gap between accuracy and visual perception.
Forget flaky RPA bots and unpredictable VLMs: GPA delivers robust, deterministic, and private GUI automation from a single demo, outperforming Gemini 3 Pro by 10x.
