Blog
Notes on learning.
Notes on learning.
Ideas to put to work.
Arguments, not announcements — on why courses fail, what AI changes, and how skill actually gets built. Filter by what you care about.
Featured · Personalization · 8 min
Nobody finishes online courses. It was never a willpower problem.
A median 12.6% of people finish online courses. The blame lands on lazy learners — wrongly. The real culprit is the format.
Read the piece →Industry · 7 min
People stopped Googling “how to learn X.” They ask an AI now.
A quarter of search has moved to AI answer engines. It rewires discovery.
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Careers · 8 min
Stop learning topics. Start learning toward a number.
Anchoring learning to live job demand and salary changes what you study.
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Habits · 6 min
The weekend course binge doesn’t work. Ten focused minutes does.
Why short, spaced practice beats the Saturday marathon you never finish.
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Learning science · 7 min
Watching a lecture feels like learning. Doing the thing is learning.
Why hands-on practice with feedback is the part most platforms skip.
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Reskilling · 9 min
Which of your skills does AI actually replace? A field guide.
A concrete way to sort your own tasks into augmented, replaced, and newly valuable.
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Personalization · 8 min
Nobody finishes online courses. It was never a willpower problem.
A median 12.6% of people finish online courses. The blame lands on lazy learners — wrongly. The real culprit is the format.
Read →