A Practice Note discussing key issues concerning the patentability of AI inventions, including machine learning, neural networks, and deep learning technology. This Note discusses recent AI patenting trends, potential types of AI inventions, and key issues and best practices concerning patent eligibility, written description and enablement requirements. It also discusses anticipation, obviousness, and potential infringement considerations when filing and prosecution patent applications claiming AI technology.