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RE: Doing and Teaching Are Two Different "Jobs"

Hmmm... Why would they go to school then, if they have personal teaching AIs? The point is to interact with the teacher and with each other, not to be all in a classroom and everyone alone (well, with the AI).

With the poor demographics and the example you gave from Japan (which I've seen too), we might have cases where such setups with teaching AIs may be useful, provided there are not enough teachers in certain areas to teach the few children who are in different stages in their learning process and interested in different subjects.

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Why would they go to school then, if they have personal teaching AIs?
There are loads of reasons. For laboratories or practical learning. They also need social interaction with their peers. While they can study different things, they can talk to one another during their breaks. It is also possible that initially, the AI teachers are only available in schools. In first world countries, schools have also shifted a bit to also be an extended day care. The children are dropped off there while parents work, and they can stay there until the parents come and pick them up.

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