Noise-Response Calibration: A Causal Intervention Protocol for LLM-Judges

Maxim Khomiakov, Jes Frellsen

Large language models (LLMs) are increasingly used as automated judges and synthetic labelers, especially in low-label settings. Yet these systems are stochastic and often overconf…