To refresh the model on current data so its accuracy keeps | 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 →

To refresh the model on current data so its accuracy keeps: What is the main reason retraining is included on

AIGP Understanding How to Govern AI Development Easy

Scheduled retraining keeps the model accurate as real-world data and conditions change over time.

The question

An operations plan for a deployed AI system establishes a regular schedule for maintenance, updates, and retraining. What is the main reason retraining is included on that schedule?

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

  1. To reset every user account and its permissions so access entitlements are recertified on a fixed cadence.
    Plausible-sounding but account recertification is an access process, not the purpose of model retraining.
  2. To refresh the model on current data so its accuracy keeps pace with changing real-world conditions. ✓
    Scheduled retraining refreshes the model on current data to counter drift and sustain accuracy.
  3. To rewrite the application's user interface so the product's visual design stays modern and appealing.
    Plausible-sounding but interface refreshes are unrelated to why a model is periodically retrained.
  4. To archive old prediction logs to cold storage so the production database footprint stays small over time.
    Plausible-sounding but log archival is data housekeeping, not the reason retraining is scheduled.
The trap
Associating retraining with unrelated IT housekeeping instead of refreshing the model against drift.

How to remember it

Scheduled retraining keeps the model accurate as real-world data and conditions change over time.

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.