Structured Thinking

Real Problems. AI Solutions.

Real Problems. AI Solutions.

How We Used AI to Analyze When U.S. Debt Becomes a Constraint

Executive Summary

We demonstrate a human + AI research process.

AI was used to:

  • refine the question
  • identify the correct metric
  • expose assumptions
  • and test the model through adversarial critique

The goal was to transform a vague macro concern into a quantifiable, testable system model.


The Question

We began with a simple but vague concern:

“Is U.S. debt becoming a problem?”