Ideas for AI in Education

Teacher Learning

These ideas relate to the learning that the teacher does to develop their practice within the classroom.

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
Teachers do not often have access to mentors to do observations and give them feedback on classroom practice. Analyse lesson recordings using AI to provide feedback to teachers on their classroom practice and promote reflective practice through questioning. Digitisation, Management and use of education information Audio: ASR, Audio: Classification, Audio: Text2Speech, Large Language Models, ML: Classification, ML: Clustering, ML: Dimensionality Reduction, ML: Regression, NLP: Generation
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Teachers in remote areas may lack access to peersupport or mentors for pedagogical and content knowledge and skills. Chatbots respond to teacher/ teacher trainer questions and guide reflection using voice or text. 1-2-1 support, Personalisation Audio: ASR, Audio: Text2Speech, Large Language Models, NLP: Generation, NLP: Question
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Teachers often lack conversational discussions to explore ideas and develop their skills. AI Chatbots used by teachers as a talking partner to develop specific knowledge or skills. 1-2-1 support, Personalisation Audio: ASR, Audio: Text2Speech, Large Language Models, NLP: Conversational, NLP: Generation
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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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