OpenAI publishes education report highlighting a gap between AI use and guidance

Students are using AI for schoolwork more widely than they report receiving guidance on it, according to research cited in OpenAI’s new education report. Published November 10, 2026, the report draws lessons from the company’s education partnerships across Europe, the Middle East and Africa, arguing for better teacher preparation, clearer expectations and sustained evaluation.

The publication, “Closing the AI guidance gap in education,” presents emerging lessons rather than a single model for schools to adopt. OpenAI says its collaborations include Estonia, Slovakia, Greece and Italy. Their arrangements differ, and the company cautions that country findings need to be read within their particular educational and institutional settings.

The clearest numerical contrast comes from ThinkYoung research cited by OpenAI: 79% of surveyed students said they use AI for homework or assignments, while 47% said they had been shown how. Those figures describe students’ reported use and guidance—not whether the tools improved their work or helped them learn. OpenAI presents the gap as a reason for governments to support educators and give students clearer expectations.

79%Reported AI use for schoolwork

Surveyed students who reported using AI for homework or assignments, in ThinkYoung research cited by OpenAI.

47%Reported receiving guidance

Surveyed students who reported being shown how to use AI, according to the same cited research.

OpenAI organizes the report around five themes: clear educational goals, educator preparation, local partnerships, critical AI literacy and credible evidence. Its argument gives teachers a central role as AI becomes more capable, emphasizing their judgment and ability to guide learning. Equipping them to make informed decisions is presented as a priority for education systems, rather than treating access to AI tools as sufficient.

The company describes three shared priorities for its collaborations, with delivery adapted to local languages, curricula and institutions:

• Equitable access to frontier AI tools.
• Jointly designed AI literacy programs.
• Ongoing measurement and evaluation.

From experiences in Estonia, Greece and Slovakia, OpenAI highlights public leadership that sets a clear direction, investment in teachers’ skills and confidence, and practical support suited to classroom needs. The distinction is between shared principles and uniform implementation: governments may draw on those lessons, but the report does not present the countries’ arrangements as interchangeable.

The report’s other important contrast is between early signs of useful adoption and the harder question of educational outcomes. OpenAI calls teacher adoption and reported time savings encouraging. It says understanding whether AI strengthens knowledge, independent thinking and retention requires sustained evaluation. That leaves the student-learning question open even where teachers report practical benefits.

Surveys, program monitoring and consultation are among the ways OpenAI says it is assessing participants’ experiences and the barriers they encounter. These methods inform its account of implementation. The company separately identifies further research into learning as a priority, preserving a distinction between understanding how a program is received and judging what students retain.

OpenAI also points to its Learning Lab, which brings education researchers together to examine when and how AI can support education systems. The company says it has a responsibility to contribute evidence and learn from findings that challenge its assumptions. The report’s stated ambition is independent learning; its assessment of progress remains an account of early experiences.