// Towards Data Science · 17 May 2026

LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

Most LLM evaluation systems rely on vague scoring and human judgment disguised as metrics. I built a lightweight evaluation layer in pure Python that turns LLM outputs into reproducible decisions by separating attribution, specificity, and relevance—so hallucinations are caught before they reach pro...

Towards Data Science

@towards-data-science · Emmimal P Alexander

towardsdatascience.com

Towards Data Science@towards-data-science