AI EngineeringInterview preparation
Advanced·Concept·2 min read

Where is human approval required?

Practice this question
  • Determine impact, ambiguity, consent, reversibility, and organizational authority.
  • Approval must show the concrete action and bind to its version/hash, actor, scope, and expiry.
  • Recheck current rules at execution; a long wait can invalidate earlier assumptions.

Avoid approval fatigue: routine reads need not all require clicks; consequential writes and genuine exceptions need the right review. Model-generated “approved” text is never an approval record.

Adapted from 13_AI.MD · “7. Where is human approval required?”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.