Physician‐investigators face the daunting task of enrolling desperate patients into Phase I cancer trials that are not meant to be therapeutic. Patients doggedly regard the trials as therapeutic, and researchers tend to collaborate in their confusion by glossing the trials’ true purposes and noting the occasional benefit that subjects accidentally receive. The disparity between hope and fact must be redressed by degrees, from many angles at once.