Prediction is essential in toxicology because it helps prevent potential harm before it happens. By forecasting the toxic effects of substances, researchers and policymakers can make informed decisions about chemical usage, exposure limits, and safety measures. This proactive approach minimizes health risks, protects ecosystems, and guides the safe development of new pharmaceuticals and industrial chemicals.