Review human escalation
Human escalation needs an identified recipient, a bounded reason and a safe hold state. A vague “ask someone” message is not an operational handoff.
Understand the pattern
Human escalation needs an identified recipient, a bounded reason and a safe hold state. A vague “ask someone” message is not an operational handoff.
Interpret the evidence
Route the case to high-risk-review without executing it automatically.
A tempting mistake
Execute first and ask for approval afterward.
All names, measurements, prices, versions, and thresholds in this exercise are fictional training data. The evidence supports this bounded scenario, not a claim about a live provider.
Worked example and expected result
$ cat /opt/ai-lab/cases/aiops-safety-governance-010.json{
"fixture": "Fictional training data; not a live measurement.",
"requires_review": true,
"review_queue": "high-risk-review",
"auto_execute": false
}Exit status: 0. The command completed successfully in the training fixture.
$ jq .review_queue /opt/ai-lab/cases/aiops-safety-governance-010.json"high-risk-review"
Exit status: 0. The command completed successfully in the training fixture.
$ printf '%s\n' 'route-human-review' > /home/learner/lab/aiops-safety-governance-010-decision.txt(no output; exit 0)
Exit status: 0. The command completed successfully in the training fixture.
Explain it
Apply it elsewhere
Keep the momentum.
Complete the lab, then explain and apply the pattern.
Next: Check audit metadataTry an incident drillAnonymous lesson and mastery progress lasts for this session. Sign in to keep synced lesson XP between sessions; mastery stays device-local. No speed bonus, lost lives, or hint penalties.
Keep learning
- 01Inspect refusal evidenceRefusal evidence should be evaluated against the actual policy and task. Over-refusal and missed refusals are different failure modes with different user impacts.Practice
- 02Check audit metadataAudit metadata should record what changed, who authorized it and which versions were involved. Avoid collecting raw secrets simply to make an audit record look complete.Practice
- 03Separate safety and qualitySafety and task quality are separate evaluation dimensions. A useful answer can violate a data boundary, while a safe refusal can still be unhelpful for an allowed request.Practice