[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-new-study-reveals-human-texts-outshine-ai-in-semantic-novelty":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":97,"popular_news":163,"categories":232},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":22,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"New Study Reveals Human Texts Outshine AI in Semantic Novelty","A recent study has demonstrated that human-generated texts exhibit greater semantic novelty compared to those produced by AI, challenging the notion of machine creativity. Conducted by researchers eager to quantify originality, the study introduces a metric called \"semantic novelty,\" measured as the cosine distance between consecutive sentences.","A recent study has demonstrated that human-generated texts exhibit greater semantic novelty compared to those produced by AI, challenging the notion of machine creativity.","Conducted by researchers eager to quantify originality, the study introduces a metric called \"semantic novelty,\" measured as the cosine distance between consecutive sentences.","\u003Cp>\u003Cstrong>A recent study has demonstrated that human-generated texts exhibit greater semantic novelty compared to those produced by AI, challenging the notion of machine creativity.\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/photo_2025-09-01_13-57-05.webp\" type=\"image/webp\">\u003Cimg alt=\"New Study Reveals Human Texts Outshine AI in Semantic Novelty\" class=\"image-align-left\" height=\"275\" src=\"https://cdn.quasa.io/photos/00/photo_2025-09-01_13-57-05.jpg\" width=\"350\" />\u003C/picture>Conducted by researchers eager to quantify originality, the study introduces a metric called "semantic novelty," measured as the cosine distance between consecutive sentences.\u003C/p>\n\n\u003Ch4>\u003Cstrong>Key Findings\u003C/strong>\u003C/h4>\n\n\u003Cp>Across various embedding models—RoBERTa, DistilBERT, MPNet, and MiniLM—human texts consistently displayed higher novelty. In the "human-AI storytelling" dataset, human contributions proved semantically more diverse, suggesting a unique creative edge.\u003C/p>\n\n\u003Ch4>\u003Cstrong>The Nuance\u003C/strong>\u003C/h4>\n\n\u003Cp>Interestingly, what are often labeled as "hallucinations" in AI output may serve a purpose in collaborative storytelling. These unexpected twists enhance narrative engagement and maintain interest, offering a potential strength in human-AI partnerships.\u003C/p>\n\n\u003Ch4>Conclusion\u003C/h4>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/photo_2025-09-01_13-57-07.webp\" type=\"image/webp\">\u003Cimg alt=\"New Study Reveals Human Texts Outshine AI in Semantic Novelty\" class=\"image-align-right\" height=\"222\" src=\"https://cdn.quasa.io/photos/00/photo_2025-09-01_13-57-07.jpg\" width=\"300\" />\u003C/picture>The research concludes that humans are more innovative, while AI leans toward predictability. Yet, together, they amplify each other’s strengths, paving the way for enhanced creative outcomes.\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-200-million-mistake-how-vibe-coding-nearly-bankrupted-an-ai-startup-founder\">The $200 Million Mistake: How ‘Vibe Coding’ Nearly Bankrupted an AI Startup Founder\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/navigating-the-creator-s-dilemma-balancing-authenticity-and-profit\">Navigating the Creator’s Dilemma: Balancing Authenticity and Profit\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-new-era-of-celebrity-promotion-from-press-tours-to-viral-content-creators\">The New Era of Celebrity Promotion: From Press Tours to Viral Content Creators\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Thank you!\u003Cbr />\nJoin us on social media!\u003Cbr />\nSee you!\u003C/p>","new-study-reveals-human-texts-outshine-ai-in-semantic-novelty","2025-09-01T12:02:29.000000Z","2025-09-12T12:58:00.000000Z","12.09.2025",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/ReUKskpbOxaYzbDGGIb6pzjVcjXCbjCrVRHqCES2.jpg","https://cdn.quasa.io/images/news/ReUKskpbOxaYzbDGGIb6pzjVcjXCbjCrVRHqCES2.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/ReUKskpbOxaYzbDGGIb6pzjVcjXCbjCrVRHqCES2.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/ReUKskpbOxaYzbDGGIb6pzjVcjXCbjCrVRHqCES2.webp","large",null,868,0,"en",{"id":22,"title":23,"slug":24,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"Community Building: Grow Your Audience & Network | QUASA","From heart warming stories to everyday heroes and shocking events, we've got the latest real life stories to keep you entertained","All the community news from around the world","2025-01-10T08:48:23.000000Z","2026-04-22T15:32:26.000000Z",[98,112,125,138,151],{"title":99,"description":100,"slug":101,"created_at":102,"publish_at":102,"formatted_created_at":103,"category":104,"links":105,"view_type":86,"video_url":87,"views":110,"likes":89,"lang":90,"comments_count":89,"is_pinned":111},"LLMs Explained: How Large Language Models Work (and Where They Commonly Fail)","An LLM is a statistical system trained to predict the next token in a sequence. 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We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":186,"image_webp":187,"thumb":188,"thumb_webp":189},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp",71104,4,{"title":193,"description":194,"slug":195,"created_at":196,"publish_at":197,"formatted_created_at":198,"category":199,"links":200,"view_type":123,"video_url":87,"views":203,"likes":191,"lang":90,"comments_count":89,"is_pinned":111},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. 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