Purpose limitation: Under core data protection principles | 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 →

Purpose limitation: Under core data protection principles applied to AI, which principle most directly governs

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Easy

Purpose limitation governs whether data gathered for one purpose can be reused to train an AI model for a different purpose.

The question

A retailer collected customer data to process orders and now wants to reuse that same data to train a new AI product-recommendation model. Under core data protection principles applied to AI, which principle most directly governs whether this reuse is permissible?

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

  1. Data minimization, which limits how many customer records the retailer may collect and hold in storage
    Plausible but wrong: minimization limits how much data is collected, not whether a new incompatible purpose is allowed.
  2. Purpose limitation, which restricts using data for new purposes incompatible with the original one ✓
    Correct: purpose limitation governs whether data collected for one purpose may be reused for a different, incompatible purpose.
  3. Storage limitation, which caps how long the retailer may keep the collected order data on file
    Plausible but wrong: storage limitation addresses retention duration, not compatibility of a new use.
  4. Accuracy, which requires the retailer to keep the customer records correct and up to date
    Plausible but wrong: accuracy concerns data quality, not the legitimacy of repurposing data for AI training.
The trap
Assuming data minimization, not purpose limitation, governs repurposing data for a new AI use.

How to remember it

Purpose limitation governs whether data gathered for one purpose can be reused to train an AI model for a different purpose.

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 Laws, Standards and Frameworks Apply to AI questions

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