Which statement about AI-based test case generation is correct?

The correct answer is C. Expected results may not be available for AI-generated functional test cases. The ISTQB CT-AI syllabus indicates inSection 5.2 - AI for Testingthat AI-generated test cases may not come withpredefined expected results. This is because test-case generation methods-- such as evolutionary algorithms, reinforcement learning, or clustering-based sampling…

Testing of AI-based Systems

Question

Options

AAI-generated functional test cases typically result in poor requirements coverage.
BA different test oracle is usually required for each AI-generated functional test case.
CExpected results may not be available for AI-generated functional test cases.
DAn AI-based system under test must not be used as a functional test oracle.

How the community answered

(45 responses)

A
9% (4)
B
4% (2)
C
71% (32)
D
16% (7)

Explanation

The ISTQB CT-AI syllabus indicates inSection 5.2 - AI for Testingthat AI-generated test cases may not come withpredefined expected results. This is because test-case generation methods-- such as evolutionary algorithms, reinforcement learning, or clustering-based sampling-- produceinputs, but the tester must still determine the correct outputs. Therefore, Option C is correct: expected results may not be available, especially when AI produces novel or previously unseen input combinations.

Topics

#AI test case generation#test oracle#expected results#functional testing

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