What's real in AI for your classroom this week, and what's just loud.
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How this is made
The Margin is compiled by AI and edited by a human. A pipeline scans a curated list of research, journalism, and lab sources, ranks what might change a teacher's mind, and drafts it. Then a teacher reads every word, sets every verdict, and cuts what doesn't hold up. See exactly how it works, with the data →