Retrieved but Not Read: Understanding Why Search-Augmented LLMs Fail to Use Available Evidence

Owen Walters, Lihu Chen, Francesca Toni

Web search allows LLMs to access up-to-date information, but it remains unclear why they sometimes produce outdated answers even when relevant evidence is available. To study this…