Cheshire Academy Tests Traffic Light Rules for Smarter Classroom AI
Cheshire Academy tests flexible AI training, traffic light assignment rules and a student council as teachers weigh accuracy, privacy, quality and cost.
Summary
Cheshire Academy, a Connecticut private boarding and day school with about 400 students in grades 9 through 12, is testing classroom AI without requiring instructors to use it. Librarian and technology coordinator George Aiello says the “vast majority” use ChatGPT, Perplexity, MagicSchool or other tools. Following consultants’ advice, training emphasizes prompting, bias and incorrect outputs instead of prescribing products. Teachers use AI for lesson plans, materials and grading rubrics, but quality, personalization and privacy concerns have blocked AI generated student feedback. OpenAI and UNESCO encourage classroom adoption, yet implementation remains unclear for many educators.
French teacher Miriam Przybyla-Baum, drawing on nearly 30 years of materials, does not need AI for preparation but teaches students to assess it. They review LLM edits for correctness and lost voice, then anonymously grade and annotate AI assisted work. A pilot Student AI Council creates media and leads discussions about healthy use. Schoolwide traffic light labels make assignments green for unrestricted AI, red for none and yellow for selected tools, such as spell check but not chatbots. MagicSchool generates quizzes, worksheets, rubrics, presentations, lesson plans and administrative reports from prompts specifying grade, question count, format and source documents. Free and paid versions are available, while unlimited access and complete records cost just under $100 annually for individuals. Teachers also use tools from Anthropic, Google and OpenAI. All generated citations, equations and claims require checking because hallucinations can confuse students and impair learning.
Positives
- About 400 Cheshire Academy students now receive explicit green, yellow or red guidance on permissible AI use for assignments.
- George Aiello says the vast majority of instructors use AI despite the school imposing no adoption requirement.
- Miriam Przybyla-Baum’s exercises make students evaluate LLM corrections, lost voice and classmates’ AI assisted work.
- The Student AI Council lets students create media and lead community discussions about healthy AI use.
- MagicSchool combines quizzes, worksheets, rubrics, presentations, lesson plans and administrative reports in one platform.
Risks & concerns
- Quality, personalization and privacy concerns have prevented Cheshire Academy teachers from using AI to provide student feedback.
- LLMs can produce incorrect, biased or hallucinated content, requiring teachers to verify every citation, equation and statement.
- MagicSchool charges just under $100 annually for individual unlimited access and complete system records.
- Take home AI use cannot be completely policed, while online misinformation can distort students’ understanding of the technology.
- AI generated final drafts may confuse students and impair learning when teachers fail to refine and check them.