Colleges and universities are rapidly adopting AI tools, even though independent research showing that they improve learning outcomes remains extremely limited. Researchers warn that traditional studies cannot keep pace with how quickly AI systems change, making many claims about educational “best practices” premature. Early evidence suggests AI may support learning when it is intentionally designed into instruction, but unguided use can encourage cognitive offloading and wea