The essay argues that education systems must move essential learning work into the classroom as LLMs make take-home assignments increasingly easy to outsource. Writing, reasoning, discussion, and feedback should happen under direct instructional conditions so teachers can observe genuine understanding and students can practice the underlying skills. This is an opinion piece rather than a reported study or formal evaluation. The available metadata shows a Hacker News discussion with a score of 7 and one comment, but does not provide evidence about the article’s broader reception or the effectiveness of its proposed changes.
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