Our paper on the best way to add error bars to LLM evals is on arXiv! TL;DR: Avoid the Central Limit Theorem -- there are better, simple Bayesian and frequentist methods you should be using instead.

We also provide a super lightweight library: github.com/sambowyer/baye… 🧵👇