Question

which statement is the best example of algorithmic bias?

a. a programmer writes her own worldview into an algorithm, creating unfair outcomes that privilege one group of users over others.

b. an algorithm miscalculates the data that is entered and doesnt filter out unwanted data.

c. a programmer doesnt thoroughly analyze a problem before writing an algorithm.

d. the flowchart showing the problem - solving steps in an algorithm is too big and complicated.

Explanation:

To determine the best example of algorithmic bias, we analyze each option:

• Option A: Algorithmic bias occurs when an algorithm produces unfair outcomes due to the programmer's worldview, leading to privileging one group. This matches the definition.
• Option B: This describes a miscalculation and data filtering issue, not bias.
• Option C: This is about insufficient problem analysis, not bias.
• Option D: This is about the complexity of the flowchart, not bias.

Answer:

A. A programmer writes her own worldview into an algorithm, creating unfair outcomes that privilege one group of users over others.