GoKawiilCheshire Academy trains teachers on flexible AI use rather than mandating specific tools
Cheshire Academy, a Connecticut boarding school, decided against forcing a single AI platform on its staff and instead trained teachers on general principles for using generative AI responsibly. As a result, instructors now mix tools like ChatGPT, Perplexity, and the education-focused MagicSchool to help draft lesson plans and grading rubrics. Staff training emphasized both prompt-writing skills and the technology's tendency toward inaccurate or biased output.
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As groups like OpenAI and UNESCO push for classroom AI adoption without giving educators concrete guidance, schools are left to improvise their own frameworks. Cheshire's approach—flexible training over top-down tool mandates—offers a model for how institutions can build AI literacy while acknowledging the technology's flaws and limits, especially around sensitive uses like student feedback.
- Cheshire Academy chose broad AI training over prescribing specific tools for teachers.
- Most instructors use a mix of general chatbots and education-specific platforms like MagicSchool.
- Privacy and quality concerns are keeping teachers from using AI to grade or give personalized feedback.
The AI Classroom by Dan Fitzpatrick — If you're a teacher trying to figure out where ChatGPT fits into lesson planning and grading, this guide walks through practical prompts and classroom workflows rather than hype. It's a good match for the approach Cheshire Academy took: train educators on general AI techniques instead of locking into one tool.
See The AI Classroom by Dan Fitzpatrick on Amazon → Affiliate link — we may earn a commission on purchases, at no extra cost to you. Product picked by AI based on this article; it is not a tested recommendation.Source: technologyreview.com — Peter Hall, 2026-08-24
Published there as: “How to encourage smarter AI use in the classroom”
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