← Back to timeline
NVDAKeynote2026-07-20

Ming Yu frames the core bottleneck in gathering training data for robots.

Loading moment…

Ming Yu · NVIDIA · NVIDIA Keynote Live at SIGGRAPH 2026

Physical AI has a data problem. Robot need to learn from the real world. But, the real world only run in real time. You cannot fast forward the reality.

Transcribed from the source video. Automatic captions, corrected for known mis-transcriptions.

Key terms

Physical AI
AI systems that act in the physical world, such as robots and self-driving cars.

Educational summary of a public statement. Not investment advice.