{"rewrite":{"id":"r_022546253bf4778c54110d66","clusterId":"c_1dab062619fa7fc40588ce89","slug":"chatgpt-study-reveals-user-generated-thousands-of-doki-doki-literature-club-fanfics","model":"deepseek-v4-flash","headline":"ChatGPT Study Reveals User Generated Thousands of Doki Doki Literature Club! Fanfics","summary":"A University of Washington and University of Colorado Boulder study analyzing over 500,000 anonymous ChatGPT conversations found that a single heavy user generated thousands of fanfics for Doki Doki Literature Club! over several months. The study, published as \"AI Fiction in the Wild,\" classified about 195,000 conversations as fiction, with nearly 30% containing sexually explicit material. The top 2% of users accounted for over 80% of fiction-related conversations.","whyItMatters":"The study quantifies how a small number of users drive the majority of AI-generated fiction, including niche fan content, and reveals the scale of sexually explicit material produced through chatbots.","webCardHtml":"\u003cp\u003eThe research team used the WildChat dataset, collected from April 2023 to May 2024 via a free chatbot on Hugging Face, to analyze about 573,000 English conversations. They classified fiction using GPT-4o-mini and manually verified a sample. Of the roughly 195,000 fiction conversations, about 52,000 were sexually explicit. The most extreme user, described as an \u0026#34;infinite story demander,\u0026#34; repeatedly asked ChatGPT to continue a scene where Doki Doki Literature Club! character Natsuki suddenly gives birth, generating thousands of variations over months.\u003c/p\u003e\u003cp\u003eThe study also identified \u0026#34;story cyclers,\u0026#34; users who repeatedly request the same story before moving on, and noted that fiction-related conversations were concentrated among roughly 10,000 users. The findings highlight how generative AI tools are used for sustained, repetitive fan fiction creation, often with explicit content, by a small subset of users.\u003c/p\u003e","blueskyPost":"A single user generated thousands of Doki Doki Literature Club! fanfics via ChatGPT. The top 2% of users produced over 80% of fiction conversations, meaning a small cohort drives most AI-generated narrative output.","twitterPost":"One user generated thousands of Doki Doki Literature Club! fanfics via ChatGPT. The top 2% of users produced 80% of fiction conversations.","threadsPost":"A University of Washington study found a single user generated thousands of Doki Doki Literature Club! fanfics through ChatGPT over months. The top 2% of users accounted for over 80% of fiction-related conversations, suggesting AI fiction is driven by a small, intense cohort rather than broad adoption.","newsletterBlurb":"A new study analyzing over 500,000 anonymous ChatGPT conversations found that a single heavy user generated thousands of Doki Doki Literature Club! fanfics over several months. The research, from the University of Washington and University of Colorado Boulder, classified about 195,000 conversations as fiction, with nearly 30% containing sexually explicit material. The top 2% of users accounted for over 80% of all fiction-related conversations.","attributionJson":"[{\"source\":\"Automaton\",\"url\":\"https://automaton-media.com/articles/newsjp/20260701-452745/\",\"title\":\"Eccentric user observed in research generating thousands of 'Doki Doki Literature Club!' character childbirth fanfics with ChatGPT; fetish not hidden even by 570,000 anonymous data points\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4184,"outputTokens":674,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1782886619,"createdAt":"2026-07-01T06:07:07.000Z","publishedAt":"2026-07-01T06:09:50.000Z","updatedAt":"2026-07-01T06:09:50.000Z"},"cluster":{"id":"c_1dab062619fa7fc40588ce89","canonicalTitle":"ChatGPTに“『ドキドキ文芸部!』キャラの出産怪文書”を何千回も生成させる奇人が、研究で観測される。57万件の匿名データでも隠しきれない性癖","representativeArticleId":"a_3bcddc45713a8e88c4f9b5d1","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"Doki Doki Literature Club!\"],\"studios\":[],\"people\":[],\"type\":\"news\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-07-01T04:22:46.000Z","lastSeenAt":"2026-07-01T04:22:46.000Z","updatedAt":"2026-07-01T06:09:50.000Z"},"attribution":[{"source":"Automaton","url":"https://automaton-media.com/articles/newsjp/20260701-452745/","title":"ChatGPTに“『ドキドキ文芸部!』キャラの出産怪文書”を何千回も生成させる奇人が、研究で観測される。57万件の匿名データでも隠しきれない性癖"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["Doki Doki Literature Club!"],"studios":[],"people":[],"type":"news","domain":"other","is_roundup":false},"keyFacts":["The study, published as 'AI Fiction in the Wild,' classified about 195,000 conversations as fiction, with nearly 30% (about 52,000) containing sexually explicit material.","The top 2% of users accounted for over 80% of fiction-related conversations, with fiction concentrated among roughly 10,000 users.","The most extreme user, described as an 'infinite story demander,' repeatedly asked ChatGPT to continue a scene where Doki Doki Literature Club! character Natsuki suddenly gives birth.","The research used the WildChat dataset collected from April 2023 to May 2024 via a free chatbot on Hugging Face, analyzing about 573,000 English conversations."]}