This is how we actually ship AI: measure it, improve it, then prove the improvement didn't break anything. Every answer below comes from a real model call — scored live, no mocks.
Live AIPress Run baseline eval to fire the test set at the live model.
Each answer is scored on grounding and factual accuracy as it streams in.
4 test cases · ~20s · real model calls through our rate-limited proxy.
Accuracy isn't enough. A trustworthy assistant knows when it knows. Same question, same model, same documents — but move the clock forward and watch it grow less confident and refuse to guess once the records go stale. Each answer self-reports a confidence level and whether it's answerable from the corpus.