The Personalization Paradox: Semantic Loss vs. Reasoning Gains in Agentic AI Q&A

Satyajit Movidi, Stephen Russell

AIVisor, an agentic retrieval-augmented LLM for student advising, was used to examine how personalization affects system performance across multiple evaluation dimensions. Using tw…