Internal Representations as Indicators of Hallucinations in Agent Tool Selection

Kait Healy, Bharathi Srinivasan, Visakh Madathil +1

Large Language Models (LLMs) have shown remarkable capabilities in tool calling and tool usage, but suffer from hallucinations where they choose incorrect tools, provide malformed…