references/principles/creative-hypothesis-before-variant-scale.md

# Creative Hypothesis Before Variant Scale

## Principle

Scale creative variants around explicit hypotheses so increased output produces learning rather than undifferentiated asset volume.

## Application rule

Apply only when supported by the current decision context. For platform-specific implementation details, load the relevant dated card under `references/2026/` and re-check freshness.