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7.1 · Validate with golden datasets

Prompt
You’ll see: accuracy checked against known-correct outputs — and a pinned test that will alert on drift.

7.2 · Govern with access policies

Prompt
You’ll see: governance expressed in the model — fail-closed access rules, reviewable like any other file. (Module 9 takes this further with full personas.)

✅ Checkpoint

  • At least one metric has a golden-query test pinning its expected value
  • Sensitive surfaces fail closed, and you can point to the access logic in the .tql