How to Escape The Groundhog Day Economy
Recommendation algorithms create preferences rather than discovering them. But Phil Connors had the solution right. We don't have to change the world; just embrace serendipity.
Lawyer, learner, developer, and teacher.
Currently building education software and trying to stumble out of the algorithm’s grip.
Things I've written.
Recommendation algorithms create preferences rather than discovering them. But Phil Connors had the solution right. We don't have to change the world; just embrace serendipity.
Some frontier AI companies say they want to voluntarily pace AI development, but they resist doing it to preserve their place in the competitive landscape. Only enforcement can pull the reins on this frontier.
I took these and they turned out fine so I put them here.
Books I've read
Rough ideas and things I'm thinking about.
Amanda Shendruk, Not-Ship (Substack) · not-ship.com
Sam Spratford, Publishers Weekly, Via Numlock · publishersweekly.com
Dissent Magazine, Veena Dubal and Katie J. Wells, Fall 2026 · dissentmagazine.org
Axios · axios.com
The Wall Street Journal via Numlock · open.substack.com
Henry Miller Memorial Library via James Clear · henrymiller21stcentury.com
See more of my collection of imperfect notes, articles, and ideas growing slowly over time. See more