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== <span style="color: #FFFFFF;">Creating</span> == Designing a responsible HR AI system: # '''Validity first''': every AI tool must demonstrate predictive validity for the specific job and context before deployment. # '''Bias audit''': conduct adverse impact analysis before launch; remediate disparities. # '''Human oversight''': AI is decision-support, not decision-maker; humans review and approve all hiring and firing decisions. # '''Transparency''': inform candidates when AI is used in hiring; provide explanation on request. # '''Limited scope''': avoid video interview emotion analysis β evidence is weak, discrimination risk is high. # '''Monitoring''': track demographic outcomes of AI-assisted hiring quarterly; alert if disparate impact emerges. [[Category:Artificial Intelligence]] [[Category:Human Resources]] [[Category:Fairness]] </div>
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