Brittlebench: Quantifying LLM robustness via prompt sensitivity

Angelika Romanou, Mark Ibrahim, Candace Ross +8

Existing evaluation methods largely rely on clean, static benchmarks, which can overestimate true model performance by failing to capture the noise and variability inherent in real…