Physical AI is when the model leaves the office and acts in the field. The systems can see, plan, and move. Humans still steer.
I wrote about that in The Physical AI Era Has Arrived and The biggest question about AI is what humans will do next.
If you want to put Physical AI to work on cost, ops, or a live farm system, start a conversation.
Collaborators
Independent consultancy. Official delivery partners only. Intros go through me; delivery is theirs.
- USM Systems — channel partner for AI, IoT, and staff augmentation.
- AI Overlords — AI agents, ML, and custom software.
- TenisiTech — managed IT and CIO-advisory MSP.
References only
Public resources. Not affiliations. Not endorsements. None of the links below are official ties to me or my collaborators.
By industry
Agriculture
AgIR — USDA / NC State photos repo. Not a public GitHub dump.
- DASH
- NC State writeup
- SCINet signup — where the images live. Non-ARS needs an ARS sponsor.
Start here
NVIDIA Cosmos 3 — world models for Physical AI
- Docs https://docs.nvidia.com/cosmos/latest/cosmos3/index.html
- GitHub https://github.com/nvidia/cosmos
- Hugging Face https://huggingface.co/collections/nvidia/cosmos3
Cosmos NIM — packaged inference. Needs an NGC API key.
Metropolis VSS — video search and summarization
- Docs https://docs.nvidia.com/vss/latest/index.html
- GitHub https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization
- Brev https://docs.nvidia.com/vss/latest/cloud-brev.html
Isaac Sim — robot sim and synthetic data
Google AI Edge Gallery — on-device models
- GitHub https://github.com/google-ai-edge/gallery
- ai.dev/build https://ai.dev/build
ROS — Friday news
- Open Robotics Community News https://discourse.openrobotics.org/c/community-news/122
- Weekly update https://discourse.ros.org/tag/weekly-update
NVIDIA Inception — startup program
- nvidia.com/startups https://www.nvidia.com/startups