How to encourage smarter AI use in the classroom

Cheshire Academy is implementing a flexible, traffic-light-based system to guide students on the appropriate use of generative AI in the classroom. Rather than mandating specific tools, the school focuses on training staff on general AI techniques and limitations.
Why it matters
This approach highlights the ongoing struggle of educational institutions to integrate AI tools effectively while maintaining academic integrity and managing teacher workload.
One school is using a traffic light metaphor to explain when students can use AI for their assignments.
This article is from Making AI Work , MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your inbox, sign up here .
Chatbots took many schools by surprise upon their release a few years ago. Suddenly, students carried an app in their phones that could magically answer almost any homework question or spin up an essay in seconds. Of course, teachers can often tell when a student is using AI—models make mistakes that most humans don’t, and some teachers say that AI-generated text has simple giveaways like too many em dashes .
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