LLM based technology has been shown to have biases in randomness, there was an article a while back experimenting with coin flips showing a lack of true randomness.

Its cause it’s about token prediction, so their is forced priority behind the scenes whether or not that is visible to the user.

Its the same reason why when you ask an image generator to create “a person from India” you get a man in a turbin a majority of the time.