STATE16 Physical AI Community is an open professional community for researchers, engineers, developers, students, and domain experts interested in Physical AI Assurance.
The community focuses on one central question:
How can we evaluate whether AI-generated actions, trajectories, states, and decisions are physically admissible, safe, and consistent with real-world constraints?
We discuss and develop open research directions around:
- Physical AI Guardrails
- Action admissibility
- State consistency
- Runtime assurance
- AI failure modes in physical systems
- Drones, robotics, VLA/VLM models, and world models
- Benchmarks, notebooks, papers, and technical discussions
This community is intended for learning, discussion, research exploration, open benchmarks, technical examples, and shared terminology around Physical AI Assurance.
This community is for:
- Discussing open research questions
- Reviewing relevant papers
- Suggesting failure modes
- Proposing benchmark ideas
- Creating toy examples
- Sharing notebooks
- Building a shared glossary
- Organizing community meetings and discussions
This community is not a recruitment group.
This community is not a place for developing STATE16’s proprietary commercial product.
This community is not intended for sharing confidential data, customer information, private algorithms, or commercial implementation details.
You can participate by:
- Introducing yourself in GitHub Discussions
- Joining open discussions
- Reviewing papers
- Suggesting failure modes
- Proposing benchmark ideas
- Contributing documentation
- Creating simple toy examples
- Joining community meetings
- Drones
- Robotics
- World Models
- VLA / VLM models
- Physical AI Guardrails
- Runtime Assurance
- State consistency
- Action admissibility
- AI safety in physical systems
GitHub Discussions will be the main place for community conversations.
WhatsApp will be used only for short updates and announcements.