Which ONE of the following statements BEST describes how system complexity can cause challenges when testing an AI-based system?

The correct answer is C. Unexpected changes in system behavior can occur. Unexpected changes in system behavior can occur due to the complexity of AI-based systems. These systems often involve many interacting components, which can lead to unpredictable results or variations in performance, making it difficult to anticipate how the system will behave…

Testing of AI-based Systems

Question

Options

AObtaining test data is harder
BObtaining test data is harder
CUnexpected changes in system behavior can occur
DSometimes the system can only be tested as a black-box

How the community answered

(59 responses)

A
5% (3)
B
14% (8)
C
78% (46)
D
3% (2)

Explanation

Unexpected changes in system behavior can occur due to the complexity of AI-based systems. These systems often involve many interacting components, which can lead to unpredictable results or variations in performance, making it difficult to anticipate how the system will behave under certain conditions. This presents a significant challenge in testing, as such behavior can be difficult to reproduce or control.

Topics

#system complexity#emergent behavior#AI testing challenges#black-box testing

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