I read a lot of academic papers the way normal people read box scores
du2014 obsessively, at weird hours, usually on the Red Line with one earbud in. This isn't a syllabus. It's the stuff that made me put my phone down for a second and go "huh." Mix of local Chicago research (we've got some serious brainpower here between Hyde Park and Streeterville) and a few classics every data nerd should have loaded in their brain like a cheat code. Rank these however you want, I just needed them all in one place before I lost the tabs again.
This is the OG "turn it off and on again" of tech papers. Every bit (pun intended) of the internet traces back to this guy doing math at Bell Labs. Read it once, felt smarter for a week.
Living in this city means you can't avoid Chicago School economics discourse, it's basically a house rule like the Bears needing a QB. This paper pokes real holes in it. Good bar argument fuel.
Foundational urbanism essay on street life and safety
Urban Studies
Walk down Milwaukee Ave in Wicker Park on a Friday night and you're basically watching this paper's thesis play out live. Eyes on the street, deep dish in hand, everybody's a little safer.
Chicago-based research on neighborhood segregation and social trust
Sociology
Robert Sampson basically spent decades turning Chicago into the world's biggest sociology lab, and this line of work is why. Sobering read, the kind that makes you go quiet for a minute on the train.
Classic sociology paper on job networks and loose acquaintances
Sociology
Every job I've ever gotten came from some guy I met once at a Cubs game, not my actual close friends. This paper explained why and honestly ruined LinkedIn networking advice for me forever.
Unsexy title, workhorse algorithm. This is the Ben Zobrist of ML papers, does everything decently, never flashy, somehow ends up winning the World Series of your Kaggle competition.
Body of work on cognitive biases and dual-process thinking
Behavioral Psychology
Explains why I still think the Bulls are one player away every single year despite two decades of evidence. System 1 brain doesn't care about your spreadsheet, System 2.
TheLysts
