Several challenges exist in accurately predicting toxicity. One major challenge is the complexity of biological systems and the multitude of factors that can influence toxicity. Additionally, the availability of data for model training is often limited, and there may be gaps in understanding the mechanisms of action for many chemicals. Furthermore, there can be variations in toxicity due to genetic differences among populations, which complicates predictions.
