Four Mental Models for Physical AI

The AI landscape is generating more analytical noise than signal. Every week brings a new benchmark, a new funding round, a new CapEx announcement that seems to rewrite the strategic picture.

Most of the frameworks people reach for — first-mover advantage, network effects, winner-take-all dynamics — were built for software markets. They misread what is …