SETDA survey finds AI still leads state edtech priorities as evidence gaps persist

SETDA released its fifth annual State EdTech Trends Report on October 29, describing an education system trying to govern AI while facing questions about the value of classroom technology. The association's announcement identifies 73 survey responses from state education technology directors, chief information officers and other agency leaders across 45 states and one territory.

The report is a view of leadership priorities and institutional capacity. It is not an experiment comparing students taught with and without AI. Treating those kinds of evidence as interchangeable would make the findings appear stronger than the survey can support.

Government Technology's independent reporting confirms that AI led the priority list for a second consecutive year. It also describes the tension between growing scrutiny of technology and the resources available to evaluate it. Seventy-four percent of respondents disagreed that their state had a dedicated, sufficient edtech budget, while 76% reported five or fewer staff working on edtech.

The accountability problem extends beyond having people and money. Government Technology reports that 52% of respondents said their state collected no data on the use or effectiveness of edtech products. That figure concerns education technology broadly; it should not be presented as an AI-only measurement or a finding that half of all schools lack evidence.

SETDA's release argues for more attention to the systems surrounding tools, including leadership, planning and professional learning. That is the association's policy interpretation. The survey can identify reported needs and gaps, but it cannot establish which intervention would improve outcomes in an individual district.

For policymakers, the useful question is how an AI priority becomes a testable decision: what problem is a tool supposed to solve, what evidence would show progress, and who has the capacity to check it? For families and teachers, the report provides context for those questions rather than an endorsement of a particular product. The next evidence needed is about actual use and results, with a clear distinction between statewide policy, local implementation and what students learn.