Measuring all the noises of LLM Evals.

arXiv:2512.21326v3 Announce Type: replace-cross Abstract: Applying well-established statistical methods effectively to LLM evals requires consideration of model correlations and prediction noises. Leading evals often ignore data noise, have low statistical pow