10 docs tagged with "depin"

Who owns the data that trains the intelligence?

What to measure. Centralized metrics vs protocol-era metrics.

The ABCD stack applied to data infrastructure. Each layer enables the next.

Who operates at each layer of the data value chain.

The immutable truths. Models change. Architectures evolve. These don't.

What to measure. Traditional manufacturing metrics vs protocol-era metrics.

The ABCD stack applied to physical AI. Each layer enables autonomous machines.

Who operates at each layer of the robotics ecosystem.

The immutable truths. Form factors change. AI capabilities evolve. These don't.

How robots coordinate, execute tasks, and prove work. Two protocol layers: The Three Flows (execution) and Intercognitive (coordination).