2 papers
cs.AI2026
Me, Myself, and : Evaluating and Explaining LLM Introspection
Atharv Naphade, Samarth Bhargav, Sean Lim +1
A hallmark of human intelligence is Introspection-the ability to assess and reason about one's own cognitive processes. Introspection has emerged as a promising but contested capab…
cs.AI2026
Rational Synthesizers or Heuristic Followers? Analyzing LLMs in RAG-based Question-Answering
Atharv Naphade
Retrieval-Augmented Generation (RAG) is the prevailing paradigm for grounding Large Language Models (LLMs), yet the mechanisms governing how models integrate groups of conflicting…