Ridiculous counterfactual. The LLM started failing 100% of the time 60! orders of magnitude sooner than the point at which we have checked literally every number.

This is not even to mention the fact that asking a GPU to think about the problem will always be less efficient than just asking that GPU to directly compute the result for closed algorithms like this.