Evaluate both likelihood and severity against defined risk | 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 →

Evaluate both likelihood and severity against defined risk: Which interpretation best supports risk

AIGP Understanding How to Govern AI Development Easy

Risk prioritization considers both likelihood and consequence severity rather than relying on either factor alone.

The question

An education agency compares two risks: a grading-support error occurring frequently but causing a small correction burden, and a rare error wrongly denying a student’s program access. Which interpretation best supports risk prioritization?

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

  1. Prioritize the frequent error because exposure is greater.
    Frequency matters, but prioritizing it automatically could underweight the severe consequences of the rarer access-denial error.
  2. Evaluate both likelihood and severity against defined risk criteria.
    Risk prioritization should consider how often harm may occur and how serious its consequences would be in context.
  3. Treat both risks equally until more incidents are observed.
    Waiting for more incidents ignores current severity information and delays a reasoned prioritization decision based on available evidence.
  4. Prioritize the rare error because severity determines risk alone.
    Severity is important, yet likelihood also informs prioritization; neither factor alone fully describes the risk decision.
The trap
Do not let frequency or severity alone determine priority; interpret both against the context.

How to remember it

Risk prioritization considers both likelihood and consequence severity rather than relying on either factor alone.

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.