Which ONE of the following statements is true about dynamic testing for inappropriate bias?

The correct answer is A. It can be necessary to obtain additional attributes about the data being processed. Dynamic testing for inappropriate bias often requires obtaining additional attributes about the data being processed. This is because bias can emerge based on hidden or unexamined features that influence the system's behavior. By collecting and analyzing more attributes…

Ethics and Bias in AI Testing

Question

Options

AIt can be necessary to obtain additional attributes about the data being processed
BReviewing the source of the training data can reveal inappropriate bias
CInappropriate bias only needs to be tested when protected characteristics such as race and
DTesting should never be conducted in production

How the community answered

(46 responses)

A
74% (34)
B
15% (7)
C
9% (4)
D
2% (1)

Explanation

Dynamic testing for inappropriate bias often requires obtaining additional attributes about the data being processed. This is because bias can emerge based on hidden or unexamined features that influence the system's behavior. By collecting and analyzing more attributes, testers can better understand potential biases in the data and how they affect the AI system's decisions.

Topics

#dynamic testing#inappropriate bias#protected characteristics#data attributes

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