Skip to the instrument
The AI Speedometer · as of Jun 2026
  1. The forces
  2. The data
  3. The cascade
  4. Ten thousand runs
  5. The instrument
The AI build-out is a wager that revenue arrives before capital tires. This model does not pick the winner of that wager — it takes the wager apart. The conditions are the dials: how long capability runs, how far capex overshoots demand, how big a market AI grows into, whether work absorbs the change, how hard the state steps in. The model plays out the world those conditions describe. The inputs are uncertain, so the answer comes back as a spread, not a verdict — and in the out-years the fans, not the points, carry the claim.
How five constraints route to nine outcomes
Turn five dials — capability, compute, demand, jobs, politics — and scrub the horizon

The numbers under the needle.

01 · Methodology

How the structural model works.

02 · Evidence

The evidence, force by force.

03 · FAQ

Questions, answered plainly.

04 · Machine channel

For machines.