Q-adaptive guidance improves reasoning vision-language-action driving
Frozen Alpamayo 1.5 with the method scores 8.135159 on the hidden Waymo set, above 8.079.
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Frozen Alpamayo 1.5 with the method scores 8.135159 on the hidden Waymo set, above 8.079.
GeoState decouples scene geometry from camera motion for predictive 3D world modeling.
Predicted states can be decoded under predicted or specified cameras without per-frame scale alignment.
Drive3R streams block-wise 3D reconstruction for driving and sets new nuScenes, KITTI, and Waymo results.
Researchers propose HC-MTS, a bilevel minimax search that finds worst-case hidden-vehicle trajectories under occlusion, cutting retained hidden-seed counts ~18-22% on Waymo scenarios.

Apple's John Ternus becomes CEO as Tim Cook steps down; Nvidia expands across the AI stack while a16z launches a $1.1B Machine Age fund.
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