Higher ed in transition ✨


"In an AI saturated world, premium skills are distinctly human: verification of sources, contextual decision-making, ethical reasoning under ambiguity, and accountability for real-world outcomes.

"This shift mirrors what happened to other information-based industries. 
  • When Google made basic research free, management consulting pivoted to implementation and change management. 
  • When smartphones made maps ubiquitous, GPS companies focused on real-time optimization and personalized routing. 
"Higher education must make the same transition [to judgment development]."

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