> Then I'll come up with a prompt such that the answer can only be arrived at via reasoning.

Dude, if you can formulate a question and prove an answer absolutely requires "reasoning" (defined how?) then you should drop everything and publish a paper on it immediately.

You'll have plenty of time to use your discovery to poke at LLMs after you secure your worldwide fame and recognition.