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arxiv_cs_ai ยท Jul 30, 2026 ยท paper

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Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs

arxiv.orgJul 30, 2026
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Deploying autonomous computer-use agents (CUAs) locally is increasingly important for privacy, cost efficiency, and practical usability, yet improving their performance under strict hardware constraints remains challe...

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