Recent research papers from academic hospitals are casting doubt on the benefits of large language models (LLMs) in medical settings. Studies have found that LLMs may not save time or money, and can potentially introduce errors and delays. This challenges industry claims that LLMs would revolutionize healthcare, freeing up clinicians and providing more efficient care.