LLM Learning Path
Home Path Warm-up

Which decisions should stay with humans

Human-in-the-loop is not fear; it is where you keep the brakes for costly risk.

Good candidates for automatic handling

  • low-risk summaries, drafts, and organization
  • reversible formatting or bulk rewrites
  • repetitive tasks with clear checks and low failure cost

Better candidates for human confirmation

  • external commitments, legal, medical, or financial wording
  • deletion, payment, sending, or publishing
  • high-privilege or cross-system actions

A simple rule

If one bad decision creates real cost and the system cannot reliably prove correctness, keep the final call with a human.

Further reading