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The question

AI tutors in schools: wider access or less independent learning?

Give more students individual support

AI tutoring could adapt explanations and practice to each student. The access argument matters most for families that cannot afford a human tutor.

Read the supporting evidence

This is an argument for supervised tutoring, not evidence that every classroom AI product improves learning.

Sep 4, 2026 · 1:18:24
Sep 4, 2026 · 1:02:38
All of those learning systems can be personalized to an individual.
GPT-6 Hits AGI? Tech Euphoria 2.0, SF Mansion Shortage, NYC Bans AI in Schools & Venezuela Oil Deal ↗

Seek to 1:02:38

Protect the work that builds basic skills

If AI does the reading or writing for a student, finishing an assignment may not mean the student learned it. The concern is dependence on answers before the underlying skills develop.

Read the supporting evidence

The episode also discusses essay-writing research. That example should not be generalized into a finding about every age group, subject or tutoring tool.

Sep 4, 2026 · 1:17:40
Most parents do not want their kids to do this work and have their brains atrophy
GPT-6 Hits AGI? Tech Euphoria 2.0, SF Mansion Shortage, NYC Bans AI in Schools & Venezuela Oil Deal ↗

Seek to 1:17:40

What would help settle it

Whether students can explain and apply what they learned without the tool, alongside whether supervised access reaches students who lack tutoring support.