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Naively scaling test-time compute is wasteful; strategically allocating it with DIRECT can enhance embodied agent performance while slashing latency by up to 65%.
Guaranteeing safety in human-robot collaboration is now possible with vision, thanks to a new framework that provides high-confidence motion predictions with conformal prediction sets.
