AI plays a crucial role in nanotoxicology, which involves studying the toxicity of nanomaterials. Algorithms can analyze biological and environmental data to predict the toxicity of new nanomaterials. This helps in assessing the safety and potential risks of nanomaterials before they are widely used in applications like medicine, electronics, and energy storage.