> You've see seen openai's new english -> bash demo right? Not yet, but will do, thanks! However, I'd still be hesitant to build a product on top of that: Doe

> You've see seen openai's new english -> bash demo right? Not yet, but will do, thanks! However, I'd still be hesitant to build a product on top of that: Does voice to bash help us if we now want to do, say, voice to python? At least we'd need to re-train the system with completely new data, and even if we use transfer learning to our advantage, it's not an easy task. There's also no guarantees that the chosen neural network architecture that works for bash, will work the same for any programming language (think of a radically different syntax, like Lisp for example). The training must also be re-done for any variation in the input format to some extent. i.e., accent, expected background noise levels, and of course (human speaker) language. ML has its use case, but I typically see these nice demos as that, demos. When you have to build a real product and solve user problems, you can't rely on a black box doing what you want.