SAP research indicates that nearly 69% of organizations report ai is expanding employee responsibilities, while more than half say upskilling is not keeping pace. The traditional model of gradual onboarding is disappearing as ai compresses tasks that once took weeks into hours. In this environment, early-career professionals need judgment to validate ai output and ensure work is trustworthy. Rapid learning is also essential to convert experience into professional judgment quickly. These skills are now more important than simply knowing how to use ai tools.
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