Artificial intelligence systems have become instrumental in modern workforce management, automating critical HR decisions from talent acquisition to workforce reductions. While AI-powered resume screening and applicant ranking streamline hiring processes, growing concerns emerge as organizations leverage these same algorithmic tools to identify and target employees for layoffs. This dual application raises critical questions about algorithmic bias, fairness, and transparency in employment decisions that affect millions of workers globally.

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