Exercise is increasingly discussed in cancer prevention, treatment, and survivorship—but evidence quality and messaging vary widely. In this episode, a radiation oncologist and medical oncologist examine what the data truly support, explore biologic mechanisms, and discuss how early-career oncologists can responsibly integrate exercise counseling into clinical practice without overpromising or patient blame.