AI EngineeringInterview preparation
Advanced·Concept·2 min read

How do I evaluate it?

Practice this question
  • Define success, severe failures, and risk-based datasets before optimizing prompts.
  • Separate retrieval from answer checks and agent decisions from actual business outcomes.
  • Include missing information, stale evidence, injections, denied access, retries, and uncertain writes.

Release evidence: versioned fixtures, per-category scores, severe-failure results, and latency/cost impact. Use calibrated judges and human review where language criteria require them.

Adapted from 13_AI.MD · “9. How do I evaluate it?”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.