Exactly, I almost referenced the Underpants Gnome meme in my reply. I would call it basically supernatural, or in an important sense anti-intellectual if the defense of it is based on refusing to explain as a matter of principle.
But perhaps Underpants Gnome is the clearest way of drawing attention to the missing step.
1. Collect underpants (use LLM)
2. ??? (magical thinking)
3. Profit (self awareness)