I don't forsee this destroying prediction-based markets in the near-term. It might make them more efficient, but you could have different LLMs competing in the same way humans do now. Its also interesting how this could create markets for more things that aren't considered on as much now because they are too difficult to estimate. At the end of the day though, LLMs are limited by the information provided to them.