OpenAI Model Finds Unit Distance Result Amid Overconfident Outputs

What is most surprising to me about the OpenAI unit distance result is that they found it. My experience is less that frontier models can't make insights, so much as that you have to wade through piles of overconfident garbage to find them, largely canceling out the time savings.