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IAPP AIGP Exam - Topic 2 Question 47 Discussion

During the development of semi-autonomous vehicles, various failures occurred as a result of the sensors misinterpreting environmental surroundings, such as sunlight.These failures are an example of?
B) Brittleness.
A) Hallucination.
C) Uncertainty.
D) Forgetting.

IAPP AIGP Exam - Topic 2 Question 47 Discussion

Actual exam question for IAPP's AIGP exam
Question #: 47
Topic #: 2
[All AIGP Questions]

During the development of semi-autonomous vehicles, various failures occurred as a result of the sensors misinterpreting environmental surroundings, such as sunlight.

These failures are an example of?

Show Suggested Answer Hide Answer
Suggested Answer: B

The failures in semi-autonomous vehicles due to sensors misinterpreting environmental surroundings, such as sunlight, are examples of brittleness. Brittleness in AI systems refers to their inability to handle variations in input data or unexpected conditions, leading to failures when the system encounters situations that were not adequately covered during training. These systems perform well under specific conditions but fail when those conditions change. Reference: AIGP Body of Knowledge on AI System Robustness and Failures.


by Mohammad at Jun 19, 2026, 11:38 AM

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Tammara
1 day ago
Wait, are we sure it's not D) Forgetting? That seems off.
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Lashawn
6 days ago
C) Uncertainty makes sense too. The environment is unpredictable.
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Luann
11 days ago
I think it's more about A) Hallucination. They see things that aren't there!
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Cordie
17 days ago
Definitely B) Brittleness. The sensors can't handle unexpected conditions.
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Lynsey
22 days ago
I feel like this question is similar to one we practiced about AI misinterpretation. I think "hallucination" fits best, but I need to double-check my notes.
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Haley
27 days ago
I'm leaning towards "uncertainty" because the sensors can't always accurately gauge their environment, but I could be mixing it up with something else we studied.
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Yolande
1 month ago
I remember discussing "brittleness" in class, especially how systems can fail under unexpected conditions. Could this be that?
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Raul
1 month ago
I think this might relate to "hallucination," but I'm not entirely sure. It seems like the sensors are misinterpreting what they see.
upvoted 0 times
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