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Think Late, Act Now: TIC-VLA Turns Reasoning Latency into a Control Variable

Robots in dynamic, human-centric environments must follow language instructions while maintaining real-time reactive control. Vision-language-action (VLA) models offer a promising framework, but they assume temporally aligned reasoning and control.

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