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Spring Forward, Fall Apart

Audrey Watters

Audrey Watters

09 Mar 2026 — 4 min read
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Spring Forward, Fall Apart
Tooth-billed hummingbird (Image credits)

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Broken Record

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I often feel like I’m repeating myself here, because in fact I am. I am, in part, because ed-tech entrepreneurs and evangelists keep repackaging the same ideas, desperate to sound innovative instead of stuck in some Cold War science fiction fantasy. “Intelligent tutoring systems” become “adaptive learning” then “personalized

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Kin and I have a nice little collection of vinyl -- mostly jazz, but music from other genres too, including a few beloved albums from our teens and twenties. He had just set the needle down on one of these when I walked in the door, home from my morning

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Ed-Tech Criticism. AI Refusal.