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University of Michigan
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Selective test-time scaling can boost robot control success rates while minimizing unnecessary computation, achieving up to 82.5% success in complex environments.
Cut LLM cold starts from minutes to seconds by pre-materializing CUDA graph execution contexts, sidestepping brittle kernel patching and heavyweight checkpointing.
