2.4 — When Human Review or Additional Verification Is Required
CCAO-F Domain 2 · Task 2.4
What You Need to Know
Escalation passes a Claude output to a qualified person to review before use. Triage decides who reviews, never whether anyone does.
The Triggers
- External audience (customers, public, press, funders)
- Legal, financial or contractual consequence
- Decisions about people (hiring, appraisal, allocation)
- Safety or health implications
- Irreversibility once sent
One trigger is enough. Confidence and polish are not on the list.
Qualified, Not Senior
Anthropic Usage Policy High-risk AI Recommendations require a qualified person (training or experience in that field) with authority to change the output, before it is delivered as advice or used to make a decision. The person concerned must also be told AI was used. Seniority and availability are neither necessary nor sufficient.
Both Failure Directions
- Under-escalation — sending externally-bound or consequential content because the draft reads authoritatively
- Over-escalation — committee for a rota note; every routine draft through a professional reviewer. Buries reviewers and erodes the channel high-stakes outputs need
Key Concept: Triage asks two questions in order. What does this output carry? If anything, who is qualified in that subject to catch the errors that matter?
Exam Traps
- Choosing the reviewer by seniority or availability
- Waving output through because it is only internal
- Escalating everything to be safe
Check your understanding
Practice Scenario
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Sources
- AI Fluency: Framework & Foundations, Anthropic Academy
- AI Capabilities and Limitations, Anthropic Academy
- Claude is providing incorrect or misleading responses. What's going on?, Claude Help Center
- Reduce hallucinations, Claude Platform Docs