Hype risk · Manual
VLA
Vision-language-action demos are multiplying faster than reproducible stacks.
Why this is here
VLA is the word that ties Physical AI to agents. The word draws attention faster than published robot policies.
What I am watching
Papers, action datasets, closed-loop demos versus what runs outside a lab. A VLM that describes is not a VLA that acts.
Current read
Hype risk: vocabulary is ahead of public, reproducible evidence. No VLA run here. The Learning “exploring” node keeps the gap visible.