Teaching
+6
Oct 13, 2026
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7 min read
🍎 AI may soon do most of the teaching. Stephen asks what learners will still need from a person.
Innovation
Sep 22, 2026
🏆 A flash-tier model earned a Kaggle silver medal for $3.72. Ten days earlier, the same model burned $180 and failed. The only thing that changed was the scaffolding.