Elias in the Lighthouse, Again? Diagnosing Low Diversity in LLM Stories 事件

Elias in the Lighthouse, Again? Diagnosing Low Diversity in LLM Stories arXiv:2605.26492v1 Announce Type: new Abstract: LLM-generated stories are a popular use case, but they show very low variability. We sample 20,000 total stories from four current models using five prompts. We find that 11 words occur in 88.3% of generated stories, with little difference between models. These words include names (Elias, Mara, Elara), settings (lighthouses), and professions (clockmaker, librarian). These toke