Show the factors behind that product’s forecast change | 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 →

Show the factors behind that product’s forecast change: Which improvement most directly addresses

AIGP Understanding the Foundations of AI Governance Medium

Showing factors behind a specific forecast addresses how that output was produced.

The question

A retailer tells planners that an AI forecast was produced from recent sales and weather data, but planners cannot determine why a particular product’s forecast changed. Which improvement most directly addresses explainability rather than transparency?

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

  1. Show the factors behind that product’s forecast change. ✓
    Providing relevant factors for the specific output addresses how that forecast was produced, which is the explainability need described.
  2. Publish a system-use notice.
    A general notice improves transparency about the system, but it does not explain the particular product forecast.
  3. Display the product’s forecast history in a planning dashboard.
    A history of output values improves visibility into what changed, but does not necessarily explain why the system changed it.
  4. Document the data sources and treat that documentation as proof of forecast accuracy.
    Data-source documentation can improve transparency, but it neither explains the specific output nor proves accuracy or causal validity.
The trap
Ask whether the request concerns what happened or how a particular output was produced.

How to remember it

Showing factors behind a specific forecast addresses how that output was produced.

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 the Foundations of AI Governance questions

Part of the Certsqill AIGP question bank · Understanding the Foundations of AI Governance · Every answer, right and wrong, comes with its own explanation.