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Screen time is detrimental on the developing brain. The screen flickers and emits bluelight. It is making them sick and changing their behavior.
You said it yourself "excessive use of AI will cause cognitive atrophy”, whatever you teach your 11 year olds, aim to do it with minimal screen time, they get enough.
Do you use lamps to light your classroom? The overhead lights are toxic...