Toxicity prediction in nanotechnology refers to the assessment and forecasting of the potential harmful effects that nanomaterials may have on living organisms and the environment. Given the unique properties of nanoparticles, such as their small size and high reactivity, evaluating their toxicity is crucial for safe and sustainable development.