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YouTube is a great way to talk about personalization algorithms. On one hand, it’s quite good at what it does. On the other, that often leads to my watching more YouTube than I meant to, and I resent it for that.

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A lot of people are ragging on YouTube these days, so I’d just like to mention one thing it does really well: Consistently pick the least-flattering frames of my class videos for the thumbnail options.

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