Large language models are good at sounding structured. That is not the same as
being structured.
Ask an AI assistant to "use first principles" and it may produce a confident
answer with the phrase "first principles" near the top. Ask it to "red-team this
plan" and it may list generic risks. Ask it to "apply OODA" and it may give you










