A 'Counterfactual Explanation' for an AI-based job application system would provide which of the following?

Question

Accepted Answer

A 'what if' scenario detailing what an applicant would need to change to get a different outcome.

Answer

An explanation of why the system is biased against a certain gender.

Answer

A visual graph showing the relationship between salary and years of experience.

Answer

A list of the top features that contributed most to the rejection.

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