This is hilariously sad how LLMs aren’t able to be consistent from one prompt to another.

Typically that's configurable. Like for a chatbot, you'd want it to give the same/similar results for a given question, where with a character creator, you might want the results to vary so you can re-run until you get something you like.

Of course that wouldn't be as funny here.