In this conversation Sujit Christy and Thanuki Goonasinghe explore the intersections between artificial intelligence (AI) and intellectual property (IP) law. The primary intersections between AI and IP include infringement, using licensed work for training purposes, data scraping, producing AI-generated output resembling licensed work, and creating tools to assist in creating infringing work. The ownership of AI-generated work is currently attributed to the developer or creator rather than the AI system itself. Several examples of AI technologies raising IP concerns are discussed, including copyright lawsuits against companies like Mosaic ML, Databricks, NVIDIA, and Google. The conversation highlights the ongoing debate around fair use and the need for human supervision in determining rightful use of AI technology.