Knowledge-Graph-Gated Defactualization for Style-Controllable and Fact-Preserving Generation in Agentic Conversational AI

Tanmay Kumar Shrivastava, Darsh Rohit Nandu, Rajesh Kumar Mundotiya

Agentic large language models (LLMs) deployed in fact-sensitive applications such as customer support must simultaneously preserve factual correctness and generate responses in a c…