The future of toxicity prediction is promising, with ongoing advancements in technology and science driving the field forward. The integration of artificial intelligence and big data analytics is expected to enhance predictive capabilities significantly. Furthermore, there is a growing emphasis on developing personalized toxicity assessments that consider individual variability in response to chemicals. This personalized approach will likely lead to safer and more effective use of chemicals in medicine and industry.