Modelling foreign language learning in the Duolingo app by fitting a machine learning model! When you have millions of users you can measure recall effectiveness with a high degree of confidence: https://ai.duolingo.com/papers/settles.acl16.pdf
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Learning software development through playing and contributing to a MUD: https://tashian.com/articles/how-i-learned-to-program/
Exploring design ideas using AI as a learning assistant, for creative exploration: https://andymatuschak.org/hmwl/
LLMs are a really accessible machine learning technique. I dabbled with text classifiers a few years ago and the APIs were way more involved.
(system_prompt: String, input: String) -> String
I can prototype with this much more easily!