Ideas for AI in Education

Teacher Recruitment

Ideas here include supporting the processes of advertising, assessing and hiring teachers for open school positions.

Where AI Can Be Applied

Go back to our diagram to browse ideas on where AI can be used across the education system.

AI Ideas

We want to hear from you on what you think are the most promising ideas for AI that can help improve teaching and learning - you can vote by clicking the up arrow next to the idea. You can filter by 'What does it do?' and 'AI Tools' or search for keywords.
What is the issue? Solution What does it do? What kinds of AI tools can be used? Votes
Better assessment of teaching candidates is needed to ensure standards are maintained and development tailored usefully. Designing and analysing assessments of pre-service teachers' personal and professional qualities to ensure support can be tailored effectively. Analytics, Management and use of education information Large Language Models, NLP: Generation, NLP: Text Classification
Teachers are placed in schools where they are unsuitable due to personal, cultural, or linguistic factors. Analysis of staff retention alongside assessments of teachers' personal and professional qualities provides information to help inform hiring or posting decisions. Analytics, Management and use of education information Large Language Models, ML: Classification, ML: Clustering, ML: Dimensionality Reduction, NLP: Generation, NLP: Text Classification
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How We Have Categorised

AI Tools

AI Tool Categories • Definitions

While developing our AI ideas list we’ve also put together a list of the AI tools that might be used to solve the issues set out in each idea. The aim is to help us identify and prioritise what tech to develop and to understand the problems we want to solve.

See AI Tools List

What Does It Do?

Function • Purpose

Some of the AI applications are performing similar functions (even though serving different parts of the Teaching and Learning Framework). For example, AI chatbots could be used by teachers to support Teacher Learning, or by students to support Student Learning. We’ve put together eight functions that AI tools perform to solve the education issues identified. The aim is to help us group similar ideas together for ease of navigation.

See Functions List

Have We Missed Anything?

You can suggest AI ideas for inclusion on the platform – if you think we’ve missed something please add your suggestions using the form via the link below.

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