The core problem in oncology has always been one of discrimination. Cancer cells and normal cells are, at the molecular level, nearly identical. What distinguishes a cancer cell is dysregulation, a set of genetic switches flipped in the wrong direction, causing uncontrolled growth. For decades, finding and exploiting those switches required hunting through patient samples by hand, looking for patterns subtle enough to be almost invisible. AI has changed what’s possible. Systems trained on