Tools Fail: Detecting Silent Errors in Faulty Tools

Jimin Sun, So Yeon Min, Yingshan Chang +1

Tools have become a mainstay of LLMs, allowing them to retrieve knowledge not in their weights, to perform tasks on the web, and even to control robots. However, most ontologies an…