Dual Condition
Generative AI has two dimensions.
You're only measuring one.
The Dual Condition framework decomposes prompt quality into Template Specificity (T1) and Generative Headroom (T2) — two independent dimensions whose interaction predicts output quality.
For engineers
Integrate T1/T2 scoring into your CI/CD pipeline. Evaluate every system prompt change before it reaches production. Enterprise API access in development.
For researchers
A formal model connecting human cognition and artificial generation, with twenty falsifiable predictions.