DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness

Rohan Bhatnagar, Youran Sun, Chi Andrew Zhang +2

LLMs often produce fluent but incorrect answers, yet detecting such hallucinations typically requires multiple sampling passes or post-hoc verification, adding significant latency…