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Thoughts on AI transformation, strategy, and the future of organizations. Originally shared on X, expanded here.

The楚 AI transformation trap nobody talks about

Why 70% of AI projects die before production — and the single pattern that separates the winners.

May 5, 2026 Originally on X

What universities get wrong about preparing students for AI

Academic institutions are responding to AI with panic, not strategy. Here is a better framework.

April 28, 2026 Originally on X

Smart manufacturing is still mostly dumb

Why most smart factory initiatives stall — and what separates the 10% that actually deliver.

April 18, 2026 Originally on X
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