In this piece, I examine AI's tangible effects on job functions, workforce adaptation, and inequality risk.

Technically, current generative models are displacing routine tasks (e.g., data processing, content generation) but enabling hybrid roles that blend human judgment with AI augmentation.

The main challenge: building organizational and educational infrastructures to keep workforce skills aligned with rapidly evolving AI capability.

What upskilling approaches have actually worked in your organizations or fields?