Early pilots show narrowing tutoring-access gaps

Small-scale district pilots report gains for students who previously had no outside tutoring access.

Early pilots show narrowing tutoring-access gaps
"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/.

The gain

Students in pilot districts who previously had no access to outside tutoring show measurable gains with AI tutoring support.

Sources

  1. GovernmentDistrict pilot evaluations (aggregated)2026-04-01
  2. Peer-reviewedIEEE Transactions on Education2021-10-11

The debate