> lesson is that GPT'S reasoning capabilities are always a bit of smoke and mirrors that passes off memorization for logic.

That is the lesson, but people do not want to hear it. See my downvoted comment here [0].

[0] https://news.ycombinator.com/item?id=35038804#35043875