Being well calibrated, in the rationalist sense, is the skill of knowing what you do and do not know. When you think something is 80% likely to happen, that means you think you can make ten guesses like that and be wrong twice. If you're right on half of them, you're overconfident. If you're right on all of them, you're underconfident. It's useful when making plans, sorting through an uncertain world, making a profit on prediction markets, and (anecdotally, ask me for stories) for winning Magic: The Gathering games.
Today we're going to run through three different exercises intended to practice this skill. We'll take about twenty minutes for each exercise, taking a break between them. I'll start Calibration Trivia at fifteen minutes past the hour, so the agenda looks like
2:00: Doors open, hang out and socialize
2:15: Calibration Trivia
2:35: Break
2:40: Clearer Thinking's Calibrate Your Judgement
3:00: Break
3:05: Simplified Poker Calibration
3:30: Wrapup, compare notes, and socialization
Acquiring the knowledge without the college structure would be a more accurate signal of conscientiousness, but it would be a less legible one. Evaluating potential employees involves sifting through a large number of applicants of mostly dubious quality, and unless you have reason to pay special attention to one of them, if a signal isn't obvious, it probably gets rounded off to zero.
A degree from Stanvard Institute of Technology gets an employer to treat your resume as worth reading (and not just skimming). Claiming (with evidence that require crossing a non-trivial inferential distance) to have gotten the same education for $1.50 in late fees at the library doesn't. You get about 5 words.