Generating new molecules with a transformer model is not simply applying all possible SMIRKS (known or new) to each input molecule. By construction of the ML model, the transformation rules are context-specific, and the number of outputted molecules is limited. Thus, transformer modeling prevents a combinatorial explosion of all possible ways of applying known molecular transformations to a given molecule.