Unfortunately the view that we don't understand our own tools, while premature, will come true soon enough.

Ask somebody at DeepMind exactly how AlphaGo beat Lee Sedol. At the end of the conversation, you will get a blank look. Don't even bother asking what inspired SD or DALL-E to generate a particular image.