Here, we report that the Alzheimer’s disease risk factor CALM controls the surface levels of CP-AMPARs and thereby reciprocally regulates LTP and LTD in vivo to modulate learning. The gene discussed is SNAP91; the disease is early-onset autosomal dominant Alzheimer disease.