When Beilock arrived at Dartmouth, it ranked in the bottom 200 for free expression. It's now ranked 35th nationally, with students two standard deviations above the mean in tolerating speakers across the political spectrum.
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At 14:10 · chapter starts 11:20
Three years into her Dartmouth tenure, Beilock identifies restoring trust in higher education as her primary mission and frames Dartmouth as a potential model for how to do it. Her first exhibit: the SAT. After COVID, Dartmouth became the first Ivy to reinstate standardized test requirements [1] — Sian Beilock "The test-optional era hurt the students it was supposed to help. Low-income students were less likely to submit strong scores, and Dartmout…" 09:27 , and Beilock walks through the counterintuitive data behind the decision. The assumption that the SAT disadvantages low-income students was complicated by Dartmouth's own findings — that when tests were optional, lower-income students with strong scores were less likely to submit them, masking their talent. She cites Raj Chetty's Harvard research showing that family resources help with exactly the non-quantitative factors test-optional policies elevated, like summer experiences and recommendation letters. The result: most Ivy Plus peers followed Dartmouth's lead, with Columbia becoming the last to restore testing.
Dartmouth Dialogues launched after October 7th, modeled on faculty in Jewish and Middle Eastern Studies who held open forums for dialogue rather than protests within days of the Hamas attacks.
While presidents at Columbia, Penn, and Harvard were ousted during the Gaza protest wave, Beilock held the line at Dartmouth by enforcing clear, pre-stated rules — and her board backed her. Leading by principle, not popularity, is what kept her standing.
Dartmouth's free expression ranking from FIRE improved from the bottom 200-something to 35th nationally after Beilock's reforms.
Galloway confesses to occasionally writing after a drink or two — and finding the work grips better because it removes filters and lets emotion through. AI is the opposite: it optimizes for pattern-matching and produces a regression to the mean. People don't read average.
Galloway's son, walking to Kensington, refused to use AI to find a coffee shop. His reason: 'I don't want to be reliant on AI for simple things.' Galloway draws an analogy to testosterone replacement therapy — leaning on AI for creative work suppresses your brain's own creative output, just as exogenous testosterone suppresses natural production.
Your brain only rewires when there's a gap between where you are and where you want to be. Errors trigger elevated norepinephrine and epinephrine, which chemically tag the synapses that need to change. Sleep then seals the new wiring. The uncomfortable agitation you feel while learning something hard is not a problem to fix — it's the mechanism itself.
The best way to consolidate and accelerate learning isn't re-reading or visualization — it's deliberately trying to recall what you know, hitting the wall of what you don't, and going to look it up. That gap triggers the same norepinephrine response as making errors in physical practice. It's why drivers used to have to retake tests, and why physicians still do.
A baseball-playing junior who learned about compound interest now wants to quit the sport to start working and investing. George says let him decide and own it. Jade says team sports build something a job can't replace — try doing both during off-season first before making the call permanent.
May is 33, carries $69K in combined household debt, and wants to spend 11–13 years training to become a forensic pathologist at $14K/year in tuition. The prerequisite is non-negotiable: zero debt before a single class. Then, with the spouse earning $4,500/month and able to run the household debt-free, cash-flowing medical school is genuinely possible.
Kavak launched the Jedi Academy, an internal program where every employee — from CEO to mechanics — completes a 6-week training and ships a production-ready AI agent. The message to staff was blunt: train and adapt, or this may not be the right place for you.
The worst AI outcome for young people isn't cheating on homework. It's that passive, mindless consumption strips away the motivation and agency their brains need to develop. The second worst outcome is banning AI from classrooms entirely. The winning path is giving students AI-powered agency.
Prompting AI effectively is a skill that should be taught in K-12. The best prompter in history? Socrates. His method of relentlessly asking precise questions to uncover truth is exactly what powerful AI interaction looks like — and schools should explicitly teach it.
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