How We Certify AI Reliability With One Number — Conformal Prediction for LLMs (Open Source).

AI teams do not have a benchmark problem. We have a deployment problem. Once a model leaves the lab and lands inside a product, a workflow, or an agent, the real question is no longer whether it looke