Direct analysis of living human hippocampal tissue reveals that an overabundance of abnormal immature astroglia tracks with poorer fluid intelligence. The discovery identifies non-neuronal support cells as a novel therapeutic target to protect problem-solving abilities from aging and neurodegeneration.