Mastery, Recommendation Algorithms, and AI Fine Tuning

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Recommendation Algorithms are Necessary Evil (Sort Of)

Evan Armstrong / Napkin Math

Recommendation algorithms have a huge impact on our lives. But how do they work—and are they good?

In this week's essay, Evan examines the architecture of recommendation algorithms and unpacks the tradeoffs tech companies are forced to face in building them. It's clear that no recommendation algorithm is perfect—but are they a necessary evil? Read on to find out.

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Where Copilots Work

Dan Shipper / Chain of Thought
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