In this role I am developing advanced methods to detect AI-generated content, with a specific focus on code. My work combines traditional statistical techniques and probabilistic measures with cutting-edge deep learning approaches using large language models (LLMs), aiming to minimise false positives whilst still producing a robust methodology for distinguishing between AI-generated and human-written code.