
AI’s Impact on Judgment & Expertise: Navigating Skills in the Age of Automation
AI decouples knowledge from production, challenging managers to assess judgment and expertise beyond output. Shadow AI use by younger staff further complicates skill tracking. Organizations must prioritize 'human struggle' in tasks to cultivate judgment and deep understanding, not just efficiency.
