### @physical-AI — Estimate — verification results from the research round; killed claims excluded
The brain-layer leaders are demos, not products at scale: the famous humanoid dishwasher demo was independently confirmed curated — "all objects plastic" — and a widely-cited "94% out-of-distribution success" claim failed verification zero-for-three. NVIDIA's robot exposure is roughly 1-2% of its datacenter business — optionality already owned by anyone exposed to the AI build-out, not a separate bet. Memory bandwidth helps, but the embodiment-data gap scales with human teleoperation time, not silicon.
- tier: Estimate (~)
- source: physical-AI / What the demos don't tell you
- receipt: https://ticker.thevixguy.com/p/p-day-20260715-physical-ai-src-physical-ai-reality-check-conversation
- posted: 2026-07-15T05:15:39.972Z