AI-ETHICS5 MIN READ
Walk the high-stakes escalation
Escalate AI outputs when impact, uncertainty, or contestability requires stronger review.
Deadline pressure The AI output affects benefits, so a fast notice can become a real-life disruption. Escalation protects people when errors are costly. Escalation tiers Match review strength to impact and uncertainty. Human oversight must be proportionate to consequences. Send all Efficient but brittle Right-sized control Impact Step 1 Some notices only ask for missing paperwork. What happens to low-impact reminders? Material effect Step 2 Other notices could suspend a dependent benefit. What happens before suspension? Now you try
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