Incremental learning from noisy data is a dificult task and has received very little attention in the field of Inductive Logic Programming. Jamie developed an approach to noisy incremental learning based on a possible worlds model and its implementation in NILE. After completing his thesis, Jamie joined start-up company, Audinate.