I'm not a fan of mysticism. I'm also with you that these are simply statistical machines. But I don't understand what happened when understood transformers at a high-level.

If you're saying the magic disappeared after looking at a single transformer, did the magic of human intelligence disappear after you understood human neurons at a high level?