Question: You are assigned to develop a neural network - based automated mortgage loan application / approval system for a bank. Data is being collected (

You are assigned to develop a neural network-based automated mortgage loan application / approval system for a bank. Data is being collected (with personal identifiers removed) on past customers and their payment history. Which of the following is a potential ethical concern for the project? (select one only)
a. Historical data may not be representative of current customers and market conditions, resulting in biases in the approval process
b. Some historical data may be a byproduct of past possibly unethical loan practices, which may become encoded in the new system by the machine learning algorithms
c. The new system may not be able to explain the reasoning for its decisions
d. Data scientists on the team may be able to use fields in the records of the data collected to determine who they belong to (celebrities, ex-spouses, family members, ...) and use this knowledge inappropriately.
e. All the above

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