State guidance and governance gaps
State AI guidance emphasizes ethics and data privacy. Stakeholder trust and ongoing monitoring receive less developed treatment; equity and educator capacity receive moderate attention.
Why it matters for leaders
Assign an owner, review date, feedback route, and evidence requirements to each local AI policy. A written policy needs a process for identifying failures and revising practice.
The evidence
Qualitative content analysis covers guidance issued from 2023 to 2026 across 40 states and territorial jurisdictions.
Who was studied
Direct K-12 governance: U.S. jurisdictions
What the evidence cannot tell us
Documents reveal stated priorities, not implementation or effectiveness. The accessible abstract and appendix support these conclusions; full methods were behind an access restriction.
Read the original sources
Summary and leadership analysis from the August 31–September 6, 2026 brief. The edition’s selection notes explain source access and evidence limitations.