Applications of AI in the BSc CS degree

This talk presents a high-level overview of four case studies wherein we used AI technology in the UoL/ Goldsmiths BSc Computer Science degree. Study 1 used NLP and LLM techniques to analyse survey data. Study 2 used LLM embeddings to detect collusion in exams. Study 3 used LLMs to generate exam starter templates. Study 4 created but did not deploy a prototype of a student tutor model using local LLMs and RAG techniques. Ethical aspects of each system are discussed with the audience based on a framework of value alignment.