Fundamentals of testing AI-based systems · Question 24 of 60
How can one check that the adaptations of an adaptive AI system in operation are safe?
2 answers are correct. Medium
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Answer
- A With tests that performance has not degraded beyond a threshold, for example as part of ongoing monitoring
- C With an automated test suite for the core functionality that is executed when significant changes occur
Explanation
New behaviors of adaptive systems cannot always be predicted and therefore cannot be tested in advance. An automated test suite focused on the core functionality can be built and executed whenever significant changes occur to verify that adaptations are safe. In addition, testing can check that performance has not degraded beyond a threshold.