OneFlip is a new AI vulnerability exploiting Rowhammer to flip a single bit in neural network weights, creating backdoors that could cause vehicle crashes or facial recognition failures. It targets shared DRAM without direct access, posing risks in cloud environments. Experts call for hardware defenses like ECC memory to safeguard AI reliability.