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Evaluation

Test AI behavior on relevant tasks before and after change.

Enterprise considerations

Make the boundary explicit.

Test AI behavior on relevant tasks before and after change.

What to examine

Evaluation in practice

01

Build task-specific test sets and adversarial cases.

02

Compare models and prompts against quality and cost criteria.

03

Run regression checks when tools, policy, or data change.

Review questions

Before this moves into production

  1. 01What is the exact system and deployment boundary?
  2. 02Who owns the control and its exceptions?
  3. 03Which evidence proves operation for this use case?