Here’s what happens when colleges make the SAT optional

Do admissions tests tend to help or harm lower-income students? And has de-emphasizing tests resulted in more students struggling in college?

Debating the value of the SAT is something of an American pastime. The latest kerfuffle is happening at the University of California, a massive system that no longer considers test scores in college admissions after critics raised concerns that tests limit opportunities for disadvantaged students.

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What small models teach

While investigating how to responsibly deploy generative AI at Haverford College, I have moved parts of my own AI workflow off commercial cloud platforms onto local hardware—my phone, work laptop, and an older desktop with a used graphics card. What began as an experiment has reshaped how I think about AI.

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