Yeah, this is a good case to use multiple dispatch to flexibly tie into systems built on generic code. The problem with autodiff is it doesn't necessarily take

Yeah, this is a good case to use multiple dispatch to flexibly tie into systems built on generic code. The problem with autodiff is it doesn't necessarily take all branches to know how to deal with these kinds of issues, but having the power to fix it yourself is crucial.