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AI models frequently generate the same character, Elias Thorne, in stories

A recurring character named Elias Thorne, appearing as a clockmaker, lighthouse keeper, or librarian, is frequently generated by various large language models, including ChatGPT, Grok, Deepseek, and Gemini. Researchers from Cornell University sampled 20,000 stories from models like ChatGPT, Claude, and Gemini and found that specific names and occupations, such as Elias Thorne and lighthouse keeper, appeared in over 88% of generated stories, indicating a lack of diversity in AI-generated narratives. This phenomenon highlights a potential issue with AI models regurgitating similar content, flooding self-published books, and fake news sites. AI

IMPACT Highlights a potential lack of diversity and originality in AI-generated content, suggesting models may be over-relying on similar narrative structures.

RANK_REASON The cluster discusses a phenomenon in AI-generated content rather than a new release or product.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

AI models frequently generate the same character, Elias Thorne, in stories

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Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The cluster discusses a phenomenon in AI-generated content rather than a new release or product.
Source corroboration
2 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
model release, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
98 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [2]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "Look, thought experiments about how to deal equitably with labor displacement in the face of automation are all well and good. I'm a science fiction writer, th

    "Look, thought experiments about how to deal equitably with labor displacement in the face of automation are all well and good. I'm a science fiction writer, that stuff is my bread and butter. But applying "dead economy theory" to the blithe acceptance of the claims of AI pitchme…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    "Depending on which chatbot you ask, Elias Thorne might be a clockmaker, a lighthouse keeper, or a librarian. But if you ask ChatGPT or any of the other popular

    "Depending on which chatbot you ask, Elias Thorne might be a clockmaker, a lighthouse keeper, or a librarian. But if you ask ChatGPT or any of the other popular large language models to tell you a story, there’s a good chance he’ll appear, unbidden. And Elias’s stories are floodi…