Traditional toxicological methods involve extensive animal testing and in vitro experiments, which can be time-consuming, costly, and ethically challenging. Computational toxicology offers an alternative by providing quicker, more cost-effective, and humane approaches to toxicity assessment. It helps in the early identification of potentially hazardous chemicals, thus enhancing public health and environmental safety.