Low-confidence itinerary answers may still be inaccurate | AIGP
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Low-confidence itinerary answers may still be inaccurate: Before accepting residual risk, which demonstrated

AIGP Understanding How to Govern AI Development Medium

Controls reduce itinerary errors but do not eliminate inaccurate answers issued before escalation.

The question

A travel-support assistant is authorized for itinerary questions only. It applies confidence thresholds and escalates low-confidence itinerary answers. Testing shows fewer booking errors, but users continue asking visa questions; the assistant is configured to refuse those questions and route users to official guidance. Before accepting residual risk, which demonstrated risk must be documented?

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  1. Low-confidence itinerary answers may still be inaccurate before escalation.
    Thresholds and escalation reduce exposure but do not guarantee that an answer issued before intervention is accurate.
  2. Users may mistake itinerary guidance for confirmed booking changes.
    That interpretation risk would require evidence that users treat guidance as booking confirmation; it is not the demonstrated residual risk.
  3. The assistant may exceed its itinerary scope.
    The scenario states that visa questions are refused and routed, so scope violation is not the demonstrated residual risk.
  4. Peak-period escalation queues may become unavailable.
    Capacity could be an operational risk, but the scenario provides no evidence that queues are unavailable or overloaded.
The trap
A control that reduces risk does not necessarily eliminate the event being controlled.

How to remember it

Controls reduce itinerary errors but do not eliminate inaccurate answers issued before escalation.

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