Early pilots show narrowing tutoring-access gaps
Abstract: Small-scale district pilots report gains for students who previously had no outside tutoring access.

"Senior students tutoring the junior" by Brianmhyung is licensed under CC BY-SA 4.0. To view a copy of this license, visit https://creativecommons.org/licenses/by-sa/4.0/.
Gain
Students in pilot districts who previously had no access to outside tutoring show measurable gains with AI tutoring support.
Sources
- GovernmentDistrict pilot evaluations (aggregated)2026-04-01
- Peer-reviewedIEEE Transactions on Education2021-10-11
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