Natural language instructions to machine instructions? I'd certainly be careful with that, and want to both contextualize and test-confirm it works well enough for the use case and context.

I’m imagining it to be quite limited. Mostly to talk with appliances in a way that’s more advanced than today. Instructions like “gradually dim down the lights in living room until bed time”, or “dim down the lights in the living room when the we watch a movie on TV”.