LLMs Falter on Real-World Bugs, Even With Debugger Access: MicrosoftArtificial intelligence can code but it can’t debug says Microsoft after observing how large language models performed when given a series of real world software programming tests. Most LLMs struggle to resolve software bugs, even when given access to traditional developer tools such as debuggers.