Use manual fallback: Which response best preserves safe continuity?
Maintain manual fallback, validate evidence and abstention, then restart only with intervention controls.
The question
A financial-document processor begins inventing figures in extracted summaries. The affected extraction function is suspended. Manual processing is available, but restart is not allowed until outputs can be verified and a person can intervene when evidence is missing. Which response best preserves safe continuity?
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- Keep extraction active for low-value documents while reviewing sampled summaries.Continuing the affected function permits unsupported figures before required verification and intervention controls are demonstrated.
- Replace the model with a higher-accuracy extractor and compare aggregate error rates.Aggregate accuracy comparison may miss unsupported individual outputs and does not ensure intervention when evidence is missing.
- Route all documents to manual processing until the vendor supplies a fix.Manual processing provides continuity, but vendor remediation alone does not establish verification, intervention, or restart readiness.
- Use manual fallback, validate evidence and abstention, then authorize controlled restart with intervention. ✓The fallback preserves service while validation, abstention, and authorized intervention address confabulation before consequential processing resumes.
The trap
A replacement model or aggregate metric is not enough when the decisive requirement is evidence-level verification and human intervention. How to remember it
Maintain manual fallback, validate evidence and abstention, then restart only with intervention controls.
How many of these would you get right?
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Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use ·
Every answer, right and wrong, comes with its own explanation.
