World models / personal context / embodied intelligence

humantouch

We are building a new substrate for machines that gets to understand the world as it unfolds: motion, intention, context, memory, and the quiet traces between action and consequence.

Thesis

The world is larger than what's behind the screen.

Internet intelligence grew from traces people already left behind. Embodied intelligence needs its own commons: personal context from the physical world, carried over time, rich enough to preserve what happened around the frame and why it mattered.

Action, reaction, interaction - the real world, experienced, lived, and felt.

Systems

Infrastructure for embodied intelligence.

  • Capture everything that matters before it disappears into ordinary life.
  • Context that travels across time, where past is assembled with future in mind.
  • Not typed by hand. Reconstructed from the world itself.