Test Philosophy

CSM adopts a conservative approach to validation.

The model is not validated by:

  • performance benchmarks
  • task success
  • optimization metrics

Instead, validation focuses on:

  • structural coherence
  • boundary integrity
  • regime transition handling
  • failure transparency

A successful test may reveal failure modes. Such outcomes are considered informative, not negative.

The goal is understanding, not certification.