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Internet video can finally solve the physical robot data bottleneck once manipulation behaviors are indexed by actor-centric 3D hand trajectories rather than fragile visual pixels.
PhysCaP enables robots to actively infer hidden physical properties, achieving superior manipulation efficiency without additional sensors.
Achieving robust controllability in traffic simulation with less than 1% of the required control data could revolutionize how we test autonomous driving systems.
EgoInfinity turns the vast reservoir of internet videos into a scalable engine for teaching robots complex manipulation tasks without human intervention.
Gemini Embedding 2's unified multimodal embeddings beat specialized models across diverse tasks and even generalize zero-shot to niche fields like astronomy and culinary arts.
