Enterprise leadership is concerned with the potential for discrimination against certain demographic groups resulting from the use of machine learning models. What should be done FIRST to address this concern?
A.
Revise the code of conduct to discourage bias within automated processes.
B.
Obtain stakeholders' input regarding the ethics associated with machine learning.
C.
Develop a machine learning policy articulating guidelines for machine learning use.
D.
Assess recent case law related to the enterprise's machine learning business strategy.
B. Obtain stakeholders' input regarding the ethics associated with machine learning.
Engaging stakeholders in discussions about the ethics of machine learning helps to raise awareness about the potential biases and discriminatory outcomes that can arise from these models. By obtaining diverse perspectives, including those of affected communities, ethicists, and experts, the enterprise can gain insights into the specific concerns and considerations related to the use of machine learning.
Once stakeholders' input has been gathered and analyzed, the enterprise can then proceed with developing strategies and policies to mitigate biases and discrimination in machine learning models.
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SuperMax
10 months, 3 weeks ago