Precision cancer medicine — sequencing a patient’s DNA in order to customize cancer treatments — shows promise, but is very much in its infancy. It’s still not nearly precise enough to launch a winning battle against many forms of cancer. To dramatically advance in this field, clinicians, medical researchers, and computer scientists must substantially deepen their collaboration.