Show the key inputs and their decision influence | AIGP
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Show the key inputs and their decision influence: Which additional control most directly addresses the

AIGP Understanding the Foundations of AI Governance Medium

The missing control should explain how relevant inputs produced a particular schedule.

The question

A logistics company uses an AI scheduler to recommend delivery sequences. Operators can inspect each recommendation and its outcome, but cannot determine why particular inputs produced that sequence. Assume validity, safety, security, fairness, documentation, and human-review controls are already adequate. Which additional control most directly addresses the remaining issue?

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  1. Archive recommendations with their final outcomes
    Archiving shows what the system recommended and what happened, but does not reveal how inputs led to a particular sequence.
  2. Monitor scheduler uptime and access activity
    Uptime and access monitoring support reliability and security oversight, not understanding why a schedule was selected.
  3. Report scheduling performance by operating region
    Regional performance reporting supports aggregate transparency and evaluation, but does not explain an individual recommendation.
  4. Show the key inputs and their decision influence ✓
    Showing relevant inputs and how they influenced the recommendation directly improves explainability for the scheduling decision.
The trap
For a question asking why an output occurred, choose a control that connects inputs or processing to that output.

How to remember it

The missing control should explain how relevant inputs produced a particular schedule.

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