Robotics

AI embedded in physical systems (e.g. programmable learning bots, interactive classroom robots)

Computer Vision

AI that interprets visual information from images or video (e.g. scanning student work, facial recognition, object tracking)

Generative AI

AI that creates new content such as text, images, or video (e.g. AI-generated quizzes, lesson plans, dialogue simulations)

Machine Learning

Algorithms that learn from data to make predictions or decisions (e.g. adaptive learning, automated feedback)

Natural Language Processing

Technology used to understand or generate human language (e.g. chatbots, language analysis, speech-to-text)

Access Determination

Used to make decisions about access to, or admission into, an educational programme (e.g. automated admissions systems)

Behavioural Monitoring or Detection

Used to analyse behaviour, emotions, or cognitive states (e.g. engagement tracking, emotion detection)

Learner Evaluation

Used to assess student performance or outcomes (e.g. grading, test scoring, proctoring, adaptive progression, academic placement)