Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super | NVIDIA Technical Blog

Introduced NVIDIA Alpamayo 2 Super, a 34B parameter reasoning vision-language-action model that unifies trajectory generation, reasoning trace generation, meta-action prediction, VQA with 2D grounding, and auto-labeling for AV workflows. The model processes 360-degree perception from up to seven cameras and outputs future trajectories, Chain-of-Causation reasoning traces, high-level meta-actions, grounded scene answers, and structured reasoning auto-labels. It achieves state-of-the-art results in trajectory prediction, AV reasoning, LingoQA, meta-action IoU, VQA answer similarity, 2D grounding IoU, and closed-loop AlpaSim Score.