Insights on AI engineering, computer vision, machine learning, and accessibility technology
The technical appendix to the RCAN protocol proposal. Includes JSON Schema for Robot URIs, Protocol Buffer definitions, and a complete handshake flow—proving RCAN is real code, not just a blog post.
The internet has ICANN. IoT has Matter. Robotics has nothing. The RCAN protocol proposes a global addressing, authentication, and governance standard for embodied AI.
2,652 commits, 76 new projects, and the journey from chasing business ideas to just building.
China's dominance in industrial robotics raises fundamental questions about who shapes the values embedded in embodied AI systems that will increasingly act in the physical world.
As embodied AI scales, we need a governance stack for the physical world—a constitutional operating system that encodes safety, law, and social norms into every robot's decision-making framework.
Why the future of robotics isn't a better robot—it's a better Operating System. How ContinuonAI applies UNIX principles to build the operating system for embodied AI.
A technical rationale for the latest Continuon Brain defaults: why they are explicit, how they resolve multi-owner conflicts, and how they preserve safety without degrading swarm throughput.
Testing hypotheses about safety-first autonomy, reproducible robot builds, and what happens when a cognitive architecture lives at the edge instead of the cloud.
Establishing the ContinuonXR robotics stack: Hypothesis validation, Raspberry Pi 5 integration, and the architectural transition to HOPE + CMS.
A modular learning plan that ties theory, coding practice, robotics, and MLOps into a single Nested Learning journey.
Testing Gemini 3 Thinking and Gemini 3 Fast as a Canvas application in Live Captioning XR with spatial captions.
Why we built Live Captions XR.
Introducing my new blog section where I'll share insights on AI engineering, computer vision, and accessibility technology.