Which statement describes factors related to test data that make testing AI-based systems difficult?

The correct answer is B. Creating and managing large amounts of test data can be difficult, especially when it needs to be. Section2.2 - Data Preparationand4.1 - Challenges in Testing AI-Based Systemsdescribe difficulties in obtaining and managing large, representative datasets. AI-based systems requirerealistic, diverse, and representativedata reflecting real-world variations. The syllabus…

Testing of AI-based Systems

Question

Options

AUsing the same implementation for data acquisition by data scientists and testers prevents defect
BCreating and managing large amounts of test data can be difficult, especially when it needs to be
CThe input data must always be the same over time, especially in real-world systems
DArtificially generated data requires legal approval and must be sanitized and encrypted

How the community answered

(32 responses)

A
6% (2)
B
81% (26)
C
3% (1)
D
9% (3)

Explanation

Section2.2 - Data Preparationand4.1 - Challenges in Testing AI-Based Systemsdescribe difficulties in obtaining and managing large, representative datasets. AI-based systems requirerealistic, diverse, and representativedata reflecting real-world variations. The syllabus emphasizes that assembling such datasets is time-consuming, resource-intensive, and often constrained by availability, privacy, or domain complexity. Option B directly corresponds to these documented challenges.

Topics

#test data challenges#data management#large datasets#AI testing difficulties

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