I don't recall being promised a black box. Are we certain llms didn't write this article and just came up with one of those It's Not Whatever-random-thing pithy zinger kind of things that they're prone to?
This was the mantra of applied machine learning c. 2010 - 2024 for anyone paying attention. No longer the case.