“Graduate student descent” gets automated in a classic ML joke
paul_cal · x · 2026-07-23
A joke post says “we automated grad student descent,” riffing on the long-running ML meme that manual hyperparameter tuning is a form of graduate-student labor.
- The attached image defines “graduate student descent” as choosing hyperparameters manually and in an ad-hoc way.
- It turns a mundane pain point in ML workflows into a clean, shareable joke.
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