1 min lesson
Show judgment: where AI accelerates, where you keep a human in the loop
Name the parts in "Show judgment: where AI accelerates, where you keep a human in the loop" and give the practical job of each one.
Step 1 of 2
Show judgment: where AI accelerates, where you keep a human in the loop
The non-native tell is treating AI as either magic or a toy. The native tell is calibrated judgment - fast where mistakes are cheap and reversible, careful where they're privileged or destructive.
Calibrated AI use in IT
- Let AI run fast
- Drafting a script, parsing logs, writing a Terraform module, summarizing an audit export, generating test cases for a JML flow.
- Keep a human in the loop
- Granting privileged or admin access, bulk deprovisioning, device wipes, anything that touches secrets or production identity directly.
- Never delegate blindly
- Approving an access change you don't understand or letting an agent execute an irreversible action without a dry-run and review.
This split is itself the security-as-enabler value in AI form.