The Two Moats

What Survives When Intelligence Becomes Cheap

The Premise

As foundation models become more intelligent, the cost of intelligence approaches zero, and downstream players — companies building software products on top of foundation models — face a dual squeeze:

Foundation models absorb more of the value stack with each generation

LLMs that are good at coding can cheaply replicate any pure-software innovation

What survives this dual squeeze? The thesis is that only two moats do. Everything else commonly called a moat is, on inspection, either a temporary buffer or a misnomer.

The Underlying Principle

The two moats share a single underlying property: they are anchored in resources outside the model's symbolic-manipulation reach — things bits cannot conjure into existence because they require real-world time, atoms, or coordinated human action.

A model 100x smarter than today's cannot retroactively give you five years of customer relationships, cannot will a network effect into existence,…