How does AI work? Teachers get a plain-English breakdown of LLMs, why AI hallucinates facts, and what that means for your classroom in 2026.
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AI in Education.
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Featured The AI Detection Crisis: What Schools Owe Students They've Wrongly Accused
Vanderbilt projected 750 wrongful AI misconduct charges per year. MIT, Northwestern, and Waterloo disabled detection entirely. Here's what the institutional failure means for students and schools.
Read Article → Featured AI Detectors Are Failing Honest Students
Turnitin's false positive rate reaches 10–20% in independent testing, yet honest students face academic misconduct charges daily. Here's what the data actually shows.
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AI literacy for teachers in 2026: what it actually means, the 8 things every teacher needs to know, where the training gaps are, and how to start building it today.
Read Article →What schools are getting wrong about AI policy in 2026: why bans backfire, what detectors do to vulnerable students, and what the districts actually getting it right are doing instead.
Read Article →How to set up a personal AI tutor: the five-step session framework, the Socratic control prompt, which tool to use for each subject, and why the default setup fails.
Read Article →How to grade suspected AI cheating without proof in 2026. A six-step framework for teachers when detectors fail, plus assignment design that makes AI less useful than doing the work.
Read Article →Minimalist AI teacher toolkit 2026: the five tools that actually work in a classroom, why I stopped looking for more, and how to fix the amnesia problem.
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