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Audrey Watters

Audrey Watters

25 Aug 2025 — 9 min read
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Education as Prediction Market

Education as Prediction Market

In their bestseller AI Snake Oil, Arvind Narayanan and Sayash Kapoor open their chapter on "How Predictive AI Goes Wrong" with a story from Mount St. Mary's University: how, in 2015, the school had conducted a survey of freshmen to identify ones who were struggling – an

22 Aug 2025
LLM as MLM

LLM as MLM

No one likes to be wrong. But perhaps what bothers people even more than making a mistake is being made a fool, being tricked or duped. It's no surprise then that many folks bristle at the assertion that "AI" is a con. They stamp their feet

lock-1 20 Aug 2025
Measure for Measure

Measure for Measure

lock-1 18 Aug 2025
Prescriptive Practices

Prescriptive Practices

Math teacher Michael Pershan wrote an excellent newsletter this week, and I'd like to start there rather than with the ubiquitous stories about the underwhelming roll-out of OpenAI's latest GPT. Michael's insights are interesting and important; OpenAI, not so much – unless you want to

15 Aug 2025
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Ed-Tech Criticism. AI Refusal.