Understanding AI at the Source
Every model leaves traces. We read them, so the reasoning behind an output is something you can inspect, not something you have to trust.
Read our research→01 — The Problem
Alignment without diagnosis is guesswork.
Today, we can't tell why a model decides what it decides. We can only watch what it does after, and hope the next deployment doesn't expose a new failure.
A clinical model misreads a patient's symptoms. By the time anyone notices, the reasoning that produced it is already gone.
Inference timeReview time
Input
Patient Data
Output
Clinical Output
Drag the slider forward in time.