Universal search was designed to bring you the universe. So is your AI assistant. Lee and Maura take on the two questions they left hanging last episode: how do you know which version is the last one, and how do you know your data is reliable? AI-ready data turns out to be the same problem, it is not solved by searching harder, and in 2026 it carries a regulatory clock.