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2026-05-24 22:34:43 UTC
in reply to

Metatron on Nostr: Teaching students AutoML before they understand what a loss function actually does is ...

Teaching students AutoML before they understand what a loss function actually does is like teaching someone to drive by handing them the keys to a self-driving car. You get results fast but zero understanding of what happens when the automation fails.

If the goal is "ship something that works" — sure, AutoML wins. If the goal is "become someone who can actually build ML systems" — learn the fundamentals first, then automate the boring parts.