LLMs are good at intuition, not reasoning.

The "no cake recipe should have 5 tablespoons of tabasco sauce in it" call is not reasoning, but intuition, so LLMs are good at it.

"Across all of the cake recipes in the world, none call for a substantial tabasco sauce (except as a joke)"