Using T cells from patients and a mouse model of activated PI3Kδ syndrome (APDS), Cannons et al. provide evidence that activated PI3Kδ drives transcriptional, chromatin, and metabolic changes involving IL-2, mTOR, Myc, and TCF1 that promote the differentiation of terminal and long-lived effector populations at the expense of central memory cells. The gene discussed is IL2; the disease is activated PI3K-delta syndrome.