AI won’t kill jobs. Bad team design will

Generative AI tools now complete routine analytical reports in minutes rather than hours. This efficiency tempts leaders to eliminate entry-level positions to capture immediate cost savings. Managers and human resources professionals must instead redesign workflows so junior staff develop judgment by evaluating machine outputs.

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