Fundamentals of testing AI-based systems · Question 25 of 60
Which reasons speak for a statistical approach to testing AI systems?
4 answers are correct. Medium
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Answer
- B Regulatory and safety context
- C Non-determinism
- E Handling uncertainty and bias
- F Distributional performance evaluation
Explanation
There are four reasons: non-determinism (the same inputs do not always yield the same outputs), distributional performance evaluation (training and operational data never match exactly), handling uncertainty and bias (models can be confidently wrong) and the regulatory context, in which thresholds must be demonstrated with high confidence.