A data scientist discovers that their company's AI model shows significant bias against certain demographic groups in loan approvals. The model is scheduled for deployment next week.
What demonstrates proper professional practice?

Question

A data scientist discovers that their company's AI model shows significant bias against certain demographic groups in loan approvals. The model is scheduled for deployment next week. 
 What demonstrates proper professional practice?

Answer

Document the bias, report it to stakeholders, and recommend postponing deployment until addressed

Answer

Deploy as scheduled since the model is technically functional

Answer

Ignore it since bias exists in all AI systems

Answer

Quietly adjust the data to hide the bias

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A data scientist discovers that their company's AI model shows significant bias ...

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