Link each evaluation to versioned data: What documentation | 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 →

Link each evaluation to versioned data: What documentation is decisive?

AIGP Understanding How to Govern AI Development Easy

Full version linkage makes evaluation results traceable to the exact data, processing, model, and configuration.

The question

An education-administration team changes its source dataset and preprocessing before reporting a model evaluation. Auditors must identify exactly which inputs, transformations, model artifact, configuration, and evaluation produced the result. What documentation is decisive?

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

  1. Preserve the currently deployed model artifact.
    The current artifact may differ from the one used for evaluation and does not identify the data or preprocessing version.
  2. Link metrics to project status and approval records.
    These links improve oversight but do not identify every technical component that produced the reported metrics.
  3. Link each evaluation to versioned data, preprocessing, model artifact, configuration, and results. ✓
    Version links across the full pipeline identify the exact inputs, transformations, model, configuration, and evaluation associated with the result.
  4. Record ownership and approval dates.
    These records support accountability and timing but do not establish the evaluated data, processing, model, or configuration.
The trap
Trace the complete evaluation pipeline, not just the deployed model or headline metric.

How to remember it

Full version linkage makes evaluation results traceable to the exact data, processing, model, and configuration.

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 Development questions

Part of the Certsqill AIGP question bank · Understanding How to Govern AI Development · Every answer, right and wrong, comes with its own explanation.