A new LessWrong essay draws a parallel between superintelligent AI and the evolutionary emergence of cancer. The author uses biofilm dynamics to argue that runaway optimization mirrors cellular malfunctions. This theoretical framework suggests that intelligence without constraints behaves like a malignancy. Practitioners should consider how these biological analogies inform current AI alignment risk models.