Preserve immutable: Which evidence practice best preserves | AIGP
7-day money-back guarantee — full refund within 7 days of purchase if you've completed under 20% of the questions. See pricing →
Certifications Tools Flashcards Career Paths Exam Guides Blog Pricing For Teams About

Language

✓ EnglishDeutschEspañolFrançaisPortuguês
Check readiness — free →

Preserve immutable: Which evidence practice best preserves accountability?

AIGP Understanding How to Govern AI Deployment and Use Medium

Immutable links between incidents and system versions preserve reconstructable evidence after configuration changes.

The question

A school district’s automated enrollment tool produces inconsistent placement decisions. The incident team changes configuration twice while investigating. Which evidence practice best preserves accountability?

Preparing for AIGP? Take the free 5-min readiness quiz →

  1. Ask the vendor to summarize the system’s historical behavior.
    Vendor summaries may help, but independently retained version-linked evidence is needed to verify events and preserve accountability.
  2. Record the incident narrative without technical identifiers.
    A narrative may provide context, but absent version identifiers investigators cannot reliably connect decisions to configurations or releases.
  3. Keep only the final corrected configuration.
    The final configuration cannot reconstruct earlier behavior or determine which version produced the disputed enrollment decisions.
  4. Preserve immutable, version-linked incident evidence. ✓
    Linking incidents to immutable model, configuration, input, and decision records preserves what happened across successive changes.
The trap
Look for immutable records connecting each incident to the exact deployed version.

How to remember it

Immutable links between incidents and system versions preserve reconstructable evidence after configuration changes.

How many of these would you get right?

One of 1581 AIGP questions on Certsqill. Take a free five-minute check and see your score per domain — not one number, but which section to open tonight.

Test your AIGP readiness — free

More Understanding How to Govern AI Deployment and Use questions

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.