Which ONE of the following is a factor associated with the test data that can create challenges specific to testing AI-based systems?

The correct answer is D. Obtaining appropriate data from users. Obtaining appropriate data from users is a significant challenge when testing AI-based systems, as user-provided data may be noisy, unstructured, or highly variable. This can introduce complexities in testing the AI model's robustness and generalizability.

Testing of AI-based Systems

Question

Options

AObtaining data from public benchmark datasets
BObtaining data that has not been pre-processed by the system under test.
CManual creation of test data
DObtaining appropriate data from users

How the community answered

(27 responses)

A
4% (1)
B
7% (2)
C
11% (3)
D
78% (21)

Explanation

Obtaining appropriate data from users is a significant challenge when testing AI-based systems, as user-provided data may be noisy, unstructured, or highly variable. This can introduce complexities in testing the AI model's robustness and generalizability.

Topics

#test data acquisition#AI testing challenges#real-world data#data sourcing

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