Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Search

Matthew R. DeVerna, Kai-Cheng Yang, Harry Yaojun Yan +1

Large language models (LLMs) have raised hopes for automated end-to-end fact-checking, but prior studies report mixed results. As mainstream chatbots increasingly ship with reasoni…