Chatbots Frequently Reference 'elias Thorne' in Stories

WHO:

Gizmodo - Researchers Sil Hamilton and David Mimno at Cornell University.

404 Media - Software engineer Daniel May.

404 Media - The name "Elias Thorne" appears as a protagonist in various stories and as an author of books.

WHAT:

Gizmodo - The character "Elias Thorne" frequently appears in stories generated by AI models, particularly as a lighthouse keeper.

Gizmodo - Researchers analyzed about 20,000 stories generated by AI models and found that 11 specific words appeared in 88% of the stories.

404 Media - Searches for "Elias Thorne" spiked in early 2026, with related queries like "lighthouse keeper" also trending.

404 Media - The character "Elias Thorne" has been identified as an author of various books, including a handbook on alternative cancer treatments and a YouTube algorithm guide.

WHERE:

Gizmodo - The research was conducted at Cornell University.

404 Media - "Elias Thorne" appears in self-published books on Amazon and in various online platforms like YouTube.

WHEN:

404 Media - The paper titled “Elias in the Lighthouse, Again?” was published in late May.

404 Media - The name "Elias Thorne" began trending in late 2025.

WHY:

Gizmodo - The prevalence of "Elias Thorne" in AI-generated stories may be due to safety and alignment training that favors certain narratives.

404 Media - Researchers suggest that the use of specific datasets, like WildChat, has led to the repeated emergence of "Elias Thorne" in generated content.

HOW:

Gizmodo - Researchers used five different prompts to generate stories from various AI models, including OpenAI’s GPT-5.4 Mini and Anthropic’s Claude Haiku 4.5.

404 Media - The study involved sampling stories from multiple AI models and analyzing the frequency of specific words and themes.

(UPDATED June 11, 2026 23:27 UTC)

Researchers at Cornell University, Sil Hamilton and David Mimno, have found that the character "Elias Thorne" frequently appears in AI-generated stories, often depicted as a lighthouse keeper. Their analysis of around 20,000 stories revealed that 11 specific words were present in 88% of the narratives, leading to a spike in searches for "Elias Thorne" and related queries like "lighthouse keeper" in early 2026. The character has also been identified as an author of various self-published books, including a handbook on alternative cancer treatments and a guide to YouTube algorithms, with the research paper titled “Elias in the Lighthouse, Again?” published in late May.