There’s a fear in education circles that keeps many teachers up at night: “AI is coming for our jobs.” I understand the fear. It’s been stoked by headlines promising that …
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People-first. AI-powered. 20+ years building teams that punch above their weight.
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There’s a fear in education circles that keeps many teachers up at night: “AI is coming for our jobs.” I understand the fear. It’s been stoked by headlines promising that …
Continue Reading about Why Teachers Should Embrace AI (And How) →
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I remember my daughter’s first day at primary school. Thirty children, one teacher, one curriculum, same pace. And I remember thinking: how can this possibly work for all of them? Some kids were …
Continue Reading about The Death of One-Size-Fits-All Education →
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# AI in Education: What's Actually Changing (And What Isn't) The industrial model of education was never designed to work. It was designed to scale. Thirty children, one teacher, one curriculum, the …
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For all of my career, depth has been the signal. The person who had gone deepest in their domain — who had spent years becoming genuinely expert — was the most valuable person in the room. Promotions, …
Continue Reading about The Age of the Renaissance Professional →
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A friend described a leaving drinks conversation. Near the end of the evening, the person departing — finally free to speak — offered two words to describe the company they were leaving …
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You shipped a CRM on time, a system that records memberships. Each contract starts on a date and ends on a date. Twelve months, done. It works. The team moves on. That holds until August, when your …
Continue Reading about Architecture Debt Doesn’t Announce Itself →
I’m always keen to hear from fellow AI, product and tech people.