What happened
Oak National Academy built Aila, a lesson assistant for teachers in England, on OpenAI's GPT-4o large language model. The Education Endowment Foundation funded a trial, and the National Foundation for Educational Research (NFER) evaluated it independently. In autumn term 2025, 464 teachers of Years 3 to 6 in 108 schools were randomly assigned, school by school, to an Aila group or a comparison group. Both groups could use other generative AI tools. Teachers recorded their planning time in a weekly diary for ten weeks. Teachers in the comparison group spent 3.3 hours a week preparing lessons and resources, and teachers with Aila spent about 2.5 hours. That is a saving of 0.8 hours, or 48.6 minutes, a week. Six independent teacher-reviewers judged that the quality of Aila lesson resources was no worse. Aila was used for only 7% of lessons in an average week, and use declined over the trial. Diary data were missing for 10.3% of teachers. NFER published the report in October 2026, and the report gives the finding a high security rating.
Sources
-
Assessment report, by authors with no tie to the system.
The lesson and resource preparation time spent by the Aila group was 76% of the time spent by the non-Aila group during the ten weeks of the trial.
Details
AI system
- Reported configuration
-
GPT-4o
- Workflow
-
Teachers received guidance on their assigned condition, including dos and don'ts. Aila drew first on Oak National Academy's own lesson content through retrieval-augmented generation.
Follow-up
- Conditions for replication
-
Teachers check and adapt Aila's outputs before using them in class. Teachers have lessons to plan for which they lack existing resources.
Entry details
- Sector
-
Education.
- Purpose
-
Oak National Academy built Aila to help teachers in England plan lessons and create resources aligned to the national curriculum.
References
- Other identifiers
-
Osf: fwp5z.
Not yet checked: model, provider, role, configuration, inputs and outputs, autonomy, human oversight, beneficiaries, reach, distribution and access, duration, every measurement question, every money question, ownership and control, dependencies, cross-border connections, geopolitical implications, replication attempts, availability, institutional decision, grounds, action and result, success criterion, every evidence question, observed or intended, alternative assessments, related entries, category mappings.
Cite this record
Peter H. Vartanian. (2026). Aila cuts primary teachers' lesson preparation time by about a quarter (AIBD-0723). Artificial Intelligence Benefits Database, edition of 31 October 2026. https://petervartanian.xyz/aibd/records/AIBD-0723.html (archived at https://doi.org/10.7910/DVN/AADSII, version 4.0)