Do Large Language Models Always Tell The Same Stories?

In three linesComparative study of narrative diversity across 10 LLMs versus human authors using r/WritingPrompts dataset. Models generate stories significantly more similar to each other than human-written texts, converging toward a generic mean narrative. Temperature scaling and negative prompting fail to address this homogeneity.

Summary generated by Claude — human-verified