The article focuses on the intersection of patent eligibility law and artificial intelligence (AI) innovation in the U.S. It discusses the ongoing debate and legislative efforts to modify patent eligibility law in response to the rise of AI technology. It further suggests a more measured approach to assessing the impact of patent eligibility on AI innovation and presents a novel three-layer taxonomy for analyzing this impact.