Scientists and screenwriters alike estimate that they keep somewhere between one and five percent of what AI offers them. I tested this idea out loud recently, during a lecture on AI and judgment in Chicago. Searching a near-infinite chemical universe, Stokes’s team asked a model to generate candidate molecules. Stokes’s team did not treat their recovered year as more search time. Every molecule Stokes’s team rejected sharpened their eye for the ones that mattered.