Fundamentals of testing AI-based systems · Question 46 of 60
A manufacturer of a medical AI system must demonstrate to an authority that a fairness threshold is met. Which statements are correct?
2 answers are correct. Hard
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Answer
- A In regulated industries, it is often required to demonstrate with high confidence that safety or fairness thresholds are met
- B Statistical methods support claims about reliability across many scenarios rather than just individual examples
Explanation
In medicine or transport, you often have to prove that an AI system reliably stays within limits for safety or fairness. Individual successful examples are not enough for this. Only statistical evaluations across many scenarios allow a sound statement about reliability.