Six Mental Models for Navigating the Map of AI

The ten structural truths describe the AI landscape as it actually is in March 2026. They are load-bearing facts — mechanisms, not narratives, each falsifiable against new data. But knowing what is true is not the same as knowing what to do about it.

These six mental models are navigational tools extracted from the structural patterns in the March 2026 data. Each one describes a mechanism that is actively shaping competitive outcomes right now.

Each one has direct application to decisions about which AI vendor to standardize on, which layer of the stack to build for, which competitive move to make next, and where the moats are forming while most observers are still watching the current benchmark cycle.

Use them together. The landscape is not one-dimensional.