You're right, but the reality is that the people who are excited about LLMs don't care about determinism. They are happy to hand off the thinking to a third party, even if it will give wrong answers they don't notice.
Then they should not pretend that they're still "engineers" working on a higher level of "abstraction".
Then they should not pretend that they're still "engineers" working on a higher level of "abstraction".