COMPASS: Context-Modulated PID Attention Steering System for Hallucination Mitigation

Kenji Sahay, Snigdha Pandya, Rohan Nagale +4

Large language models (LLMs) often generate fluent but factually incorrect statements despite having access to relevant evidence, a failure mode rooted in how they allocate attenti…