Fundamentals of testing AI-based systems · Question 27 of 60

Why must a statistically significant sample of scenarios from the operational data be tested?

1 answer is correct. Medium

1. A Because operational data is always identical to the training data, so any sample is sufficient
2. B Because the training data never looks exactly like the data in later operation
3. C Because samples speed up testing, even if they say little about performance
4. D Because regulators only check randomly selected individual cases from operation