Explainability Concepts Quiz

Quiz covering Transparency and Explainability

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   What is the primary goal of 'explainability' in the context of Responsible AI?

2. 2

   Which of the following scenarios best demonstrates the concept of 'Local Explainability'?

3. 3

   Why is there often a trade-off between model performance (accuracy) and model explainability?

4. 4

   When deploying an AI system in a regulated industry like healthcare, why is 'post-hoc' explainability sometimes considered insufficient?

5. 5

   You are evaluating an AI system that provides 'Feature Importance' scores. What is a critical limitation you must communicate to stakeholders?