Discover how molecular transformers revolutionize the prediction of chemical reactions by treating reactants and products as languages in a translation process. With over 9 million cleaned reactions as training data, this innovative approach not only accelerates drug discovery but also demonstrates accuracy surpassing that of trained chemists. Promising antiviral candidates against Covid are already emerging from this rapid experimentation process.