Those LLMs are not being wielded by 2 tech bros in a garage replacing the 100 000 person company.

Those LLMs are being adopted by the huge enterprise itself and being surrounded from all sides by a very complex procedural harness (aka regular programming) that stops the LLM from doing dumb stuff.