The old black box—the flight recorder—was built to survive a fire. It tells us exactly why we crashed.
The new black box is the fire. And it is smiling, waiting for us to ask it a question we desperately wish we hadn't. blackbox
Consider the case of a hospital in Tennessee. Doctors deployed a cutting-edge black box AI to identify patients at risk of pneumonia. The AI was remarkably accurate—except for one glitch. It consistently sent asthmatics home, labeling them "low risk." The old black box—the flight recorder—was built to
Ironically, we call this device the "black box" (it’s actually bright orange). It is the ultimate witness. It swallows a storm of inputs—airspeed, altitude, button presses, screams—and produces a perfectly linear story of cause and effect. And it is smiling, waiting for us to
Because the engineers couldn't ask the AI directly, they had to reverse engineer the data. They discovered that the hospital had a protocol: All asthmatics with pneumonia are immediately sent to the ICU. Therefore, these patients received aggressive, life-saving care immediately. The AI, seeing only the outcome (asthmatics rarely died), concluded that asthma was protective.