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Robot policies learn 4x faster by co-evolving their training environments with a critic that diagnoses and recreates failure modes.
Topology-preserving 3D generation now achieves 98% fewer tokens and 58.5% faster inference by encoding shapes as overlapping slice latents instead of expensive voxels.