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question 13 of 25 algorithmic bias is most often the result of which ac…

Question

question 13 of 25
algorithmic bias is most often the result of which activity?

a. developers creating solutions that benefit the widest variety of
people

b. solutions developed using the input of many different users

c. groups of people with special needs working with developers

d. developers unknowingly building their own biases into a software
solution

Explanation:

Brief Explanations

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

  • Option A: Creating solutions for the widest variety of people would aim to reduce bias, not cause it.
  • Option B: Using input from many different users typically helps in creating more inclusive and unbiased solutions.
  • Option C: People with special needs working with developers would likely lead to solutions that cater to diverse needs, reducing bias.
  • Option D: If developers unknowingly include their own biases (e.g., cultural, social, or personal prejudices) into software, this can lead to algorithmic bias as the software's decisions or outputs reflect those biases.

Answer:

D. Developers unknowingly building their own biases into a software solution