Generative AI for Academic Writing: Case Studies Beyond Simple Chatbot Interactions

Abstract

This teaching practice paper shows how students may choose to work with ChatGPT, generative AI and Large Language Models (LLMs) to produce essays and written assessment solutions in a manner that may be considered as either acceptable or as a breach of academic integrity depending on individual and institutional views. Following a brief introduction to how chatbots work, case study examples show how modified prompts can be used to generate writing in alternative styles, how a writing tutor review can be simulated, and how LLMs can be run locally and without Internet access. The paper is intended to inform academic writing tutors, instructors, and assessors what is possible using generative AI for writing as of January 2024. It is not positioned to make a judgement regarding what is acceptable, but rather to illustrate how technically proficient users can accomplish more than is often indicated by writing beginner level prompts for a chatbot. Such techniques are accessible to many students and the Academic Writing Development community will need to consider its response.