Russell Michalak, Trevor A. Dawes, and Ava Wallace write: “Rather than advancing a single argument, the contributors present their perspectives in conversation, showing how artificial intelligence (AI) is reshaping discovery, access, and professional practice while also raising pressing ethical and equity concerns. The discussion is framed around three interlocking themes: innovation, equity, and responsibility. AI’s potential to transform discovery is real, but its impacts depend on how librarians choose to shape and guide its use.”