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> Legacy admissions as an obvious example

Majority of the T10 CS programs have deprecated legacy admissions. Most are public universities.

> These schools can be filtering for a great many things

The de facto bare minimum you need to get into a BSCS at UIUC, UCB, or CMU is a high (3.8+ out for 4) GPA and a high SAT/ACT (1500+ or 34+).

In reality, these are minimums, and most applicants have taken college level CS courses in high school either at your local flagship or community college, taken 6 or more AP classes, and have a fairly robust roster and background in Extracurriculars like sports, non profits, and even a couple founders. One of my peers at my undergrad literally sold his bootstrapped company for $1m while he was in high school and he was from Cincinnati.

The point is, because admissions are so rigorous, you end up with very prepared students who already know the ins and outs of the major and industry they are targeting, and as such are able to hit the road running (getting internships in their freshman summer, participating in research from freshman year, graduating early or accelerating MS admissions).

If I need to take a financial bet on someone (which is what VC and hiring is), I can justify my choice based on the data provided above.

This does NOT mean that life ends at college. I know a lot of T10 grads who did dick (no internships, minimal research) and probably would have been better off going to another school or another program. I also know and am friends with plenty of people who went to non-T10 programs who had an AMAZING career trajectory because of how driven and hard working they were.

That said, your credentials are very important - having a successful academic and professional career will open plenty of doors.



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