{"id":199466,"date":"2026-01-23T21:50:55","date_gmt":"2026-01-23T21:50:55","guid":{"rendered":"https:\/\/teknomers.com\/en\/a-word-that-has-unusually-increased-in-scientific-articles-for-a-reason-chatgpt-likes-it\/"},"modified":"2026-01-23T21:50:57","modified_gmt":"2026-01-23T21:50:57","slug":"a-word-that-has-unusually-increased-in-scientific-articles-for-a-reason-chatgpt-likes-it","status":"publish","type":"post","link":"https:\/\/teknomers.com\/en\/a-word-that-has-unusually-increased-in-scientific-articles-for-a-reason-chatgpt-likes-it\/","title":{"rendered":"A Word That Has Unusually Increased in Scientific Articles for a Reason: ChatGPT Likes It"},"content":{"rendered":"\n
\n

The Rising Influence of AI in Academic Writing<\/h2>\n

Recent studies have shown that academic articles written or assisted by artificial intelligence (AI) are on the rise. A significant inquiry into this phenomenon was conducted by researchers who reviewed millions of paper abstracts published in PubMed. Their findings revealed an intriguing trend: certain words appear to be favored by AI. The reasons behind this preference are still somewhat unclear.<\/p>\n

Unpacking the Rise of “Delve”<\/h2>\n

A spotlight word that emerged during this analysis is “delve,”<\/strong> which translates to “go deeper.” Between 2022 and 2024, its usage in scientific articles surged by 28 times, coinciding with the advent of language models like ChatGPT. Similarly, other terms such as “underscore” and “showcasing” saw increases of 13.8 and 10.7 times, respectively. These words predominantly reflect a stylistic choice rather than the content of the research, leaning towards the “flowery language” characteristic of AI-generated text.<\/p>\n

Is AI-Generated Content Identifiable?<\/h2>\n

While the stark increase in the usage of “delve” is noteworthy, it does not conclusively indicate that a paper was authored by AI. Comparatively, researchers have noted that the frequency of this term’s usage surpasses other keywords, illustrating a clear trend. For instance, the term “pandemic” experienced a notable spike in 2020 but saw a decrease the following year. The rise of “delve,” however, continues unabated.<\/p>\n

Human Touch in AI Development<\/h2>\n

The process behind creating efficient chatbots like ChatGPT involves multiple stages, including human intervention to refine responses. This phase is called reinforcement learning from human feedback (RLHF)<\/strong>. Interestingly, many workers engaged in this process are located in African nations, such as Nigeria, where the use of words like “delve” is prevalent in formal English contexts.<\/p>\n

The African Influence on AI Vocabulary<\/h2>\n

Not only “delve” but also other terms like “leverage,” “explore,” and “tapestry” are frequently used in African English, particularly in business contexts. According to the 311 Institute<\/a>, although human feedback represents a negligible amount of the total training data, it significantly impacts the model’s tone and style when interacting with users.<\/p>\n

The Dark Side of Data Labeling<\/h2>\n

Data labeling plays a crucial role in training large language models, necessitating human oversight. Unfortunately, the majority of data labelers come from economically challenged countries like Nigeria, Kenya, and India. The ethical implications are troubling; these workers often face tedious hours and meager compensation while being exposed to disturbing content without psychological support. This raises significant questions about the human cost behind the development of AI technologies.<\/p>\n

Conclusion<\/h2>\n

The proliferation of certain words in scientific literature reflects both the influence of AI on academic language and the human elements involved in its evolution. As we further integrate AI into various sectors, understanding these dynamics becomes essential for navigating the ethical landscape of AI-generated content.<\/p>\n<\/div>\n


\n
General News – 2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

The Rising Influence of AI in Academic Writing Recent studies have shown that academic articles written or assisted by artificial intelligence (AI) are on the rise. A significant inquiry into this phenomenon was conducted by researchers who reviewed millions of paper abstracts published in PubMed. Their findings revealed an intriguing trend: certain words appear to […]<\/p>\n","protected":false},"author":1,"featured_media":199467,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36399],"tags":[6731,12522,725,12802,5087,10463,8594,2608],"class_list":["post-199466","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-articles","tag-chatgpt","tag-increased","tag-likes","tag-reason","tag-scientific","tag-unusually","tag-word"],"_links":{"self":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts\/199466","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/comments?post=199466"}],"version-history":[{"count":1,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts\/199466\/revisions"}],"predecessor-version":[{"id":199468,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/posts\/199466\/revisions\/199468"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/media\/199467"}],"wp:attachment":[{"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/media?parent=199466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/categories?post=199466"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/teknomers.com\/en\/wp-json\/wp\/v2\/tags?post=199466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}