The future of toxicology lies in integrating cutting-edge technologies such as artificial intelligence and machine learning to enhance predictive toxicology. These technologies can analyze large datasets to identify patterns and predict toxicological outcomes with higher accuracy. Additionally, the development of organ-on-a-chip models offers the potential to simulate human organ systems for more relevant and ethical testing methods.