Predicting chemical toxicity is crucial for ensuring public health, environmental safety, and regulatory compliance. It helps in identifying hazardous substances early in the development process, thereby reducing the risk of exposure to harmful chemicals. This approach can also save time and resources by minimizing the need for extensive animal testing.