PerspectivePublished 28 September 2026Controlled knowledge updating in memory-enabled AI agents: beyond model editing and recallGabriel Chavira Juárez · Eder Jahir Gonzalez Bravo · Guadalupe Esmeralda Rivera García · Javier A. Arcos Espinosa · Salvador W. Nava-DíazFrontiers in Big Datadoi 10.3389/fdata.2026.1938137