Building the world beyond intelligence.
Every item is a research proposition—Concept or Proposed. No results are fabricated. Artifacts, benchmarks, and specifications are targets for evaluation.
Concept
The Machine Web
Research question
What network primitives let authorized machines discover capabilities, verify facts, communicate intentions, and coordinate services without treating the open web as a page browser for people alone?
Why it matters
Brilliance as everyday utility depends on agents that can find and verify what they need. Discovery without verification recreates friction; verification without coordination cannot reduce it.
Proposed artifact
An open Machine Web specification covering agent discovery, capability advertisement, fact verification, and authorized coordination protocols.
Concept
Physical digital media
Research question
How can robotics and other physical media connect perception, persistent memory, judgment, action, and consequence so machine wisdom is not confined to screens?
Why it matters
Digital coordination without physical ownership, privacy, permanence, and local resilience leaves households dependent on remote systems. Hard tech and physical media close the loop from judgment to consequence.
Proposed artifact
A design brief and reference architecture for a physical medium that binds sensing, memory, authorized action, and accountable revision under human governance.