The future of AI in toxicology looks promising, with ongoing research and development aimed at addressing current challenges. Advances in natural language processing (NLP) and computer vision are expected to further enhance AI's capabilities in toxicology. Additionally, collaborative efforts between researchers, industry, and regulatory bodies will be crucial in standardizing AI approaches and ensuring their widespread adoption.