If you eat Johnson's baby powder, the "can baby powder kill you if you eat it" will happen. It is a dangerous product that can cause illness and death. TALC POISONING CAN BE CAUSED BY EATING TALCUM POWDER. Talcum powder is a powder manufactured from talc, which is a mineral. If breathed or ingested, the mineral is toxic to the body.