Humanoid / physical AI (Figure, Tesla Optimus)
Embodied AI as the next frontier compute demand sink
Humanoid robotics (Figure, Tesla Optimus, Agility, Nvidia's GR00T) is emerging as the physical-AI vertical that could absorb the next wave of compute and vision-language-action models. It extends foundation models from screens into factories and logistics. Nvidia positions robotics as its next multi-trillion-dollar TAM after data-center AI.
How it fits the stack
Humanoid / physical AI (Figure, Tesla Optimus) with what it depends on (above) and what it feeds (below). The figure renders as a crawlable diagram and upgrades to an interactive 3D graph as it scrolls into view.
Humanoid / physical AI (Figure, Tesla Optimus) in the AI stack. Humanoid / physical AI (Figure, Tesla Optimus) with its immediate upstream dependencies (top) and downstream dependents (bottom) in the AI value chain. Hover a node in 3D, or read the full relationships below.
Graph data (text) — 3 entities, 2 relationships
- Humanoid / physical AI (Figure, Tesla Optimus) —depends on→ Nvidia Data-Center GPU (Blackwell/Rubin)
- Humanoid / physical AI (Figure, Tesla Optimus) —competes with→ Tesla AI / xAI compute (Colossus)
Context — capital, rivals, policy · · 1