Especially in a time where the gates have come crashing down to pronouncements of, "now anybody can learn to code by just using LLMs," there is a shocking tendency to overly simplify and then pontificate upon what are actually bewilderingly complicated systems wrapped up in interfaces, packages, and layers of abstraction that hide away that underlying complexity.
It reminds me of those quantum woo people, or movies like What the Bleep Do We Know!? where a bunch of quacks with no actual background in quantum physics or science reason forth from drastically oversimplified, mathematics-free models of those theories and into utterly absurd conclusions.