Cyanide toxicity occurs when cyanide ions inhibit cytochrome c oxidase, a critical enzyme in the mitochondrial electron transport chain, leading to cellular hypoxia and metabolic acidosis. Rapid intervention is crucial as cyanide poisoning can be lethal, with symptoms including headache, dizziness, shortness of breath, and loss of consciousness.