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Notes on hardware constraints
3 notes
Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs
This research study explores the effectiveness of inference-time scaling for computer-use agents (CUAs) that run locally on devices. The authors investigate various dimensions such as context, time, structure, and…
Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs
The paper presents an empirical study on the effectiveness of inference-time scaling in locally deployed autonomous computer-use agents (CUAs) under strict hardware constraints. The research focuses on four dimensions…
Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs
The research focuses on improving the performance of local autonomous computer-use agents (CUAs) under strict hardware constraints. The study investigates inference-time scaling across contextual, temporal, structural…
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