Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools

Panagiotis Lymperopoulos, Vasanth Sarathy

Modern Large Language Models (LLMs) often require external tools, such as machine learning classifiers or knowledge retrieval systems, to provide accurate answers in domains where…