Vasilchenko M.A. Individual and social in generative and natural texts

The article raises the question of the reasons for the indistinguishability between texts created by humans and generative texts. There are several grounds for addressing this problem. Firstly, AI participates in communication with humans as an independent subject, which entails radical changes and transformations in the humanities sphere, requiring profound theoretical conceptualization. Secondly, a generative text represents an entirely new phenomenon that differs from both classical linear text and media text, yet remains unidentifiable. Thirdly, the inability to distinguish AI-generated texts from natural ones poses a number of psychological, ethical, legal, and other threats to humanity. To solve this problem, stylistic methods were employed, since it is stylistics that examines the unique and general characteristics of texts. The answer to the question was obtained through reasoning constructed within dialectical logic. It is concluded that, from a stylistic perspective, a generative text is a highly standardized text devoid of unique features; it is precisely for this reason that it cannot be distinguished from a natural one. The conclusions drawn in this work may contribute to the creation of a generalized theory of communication between humans and the "machine."

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Publication Details

Journal
Вестник Донецкого университета. Серия 05. Филология и психология
Published
2026-11-03
DOI
https://doi.org/10.5281/zenodo.23924599
Primary Topic
Linguistic research and analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

Vasilchenko M.A. Individual and social in generative and natural texts

Maria A. Vasilchenko
Вестник Донецкого университета. Серия 05. Филология и психология
Linguistic research and analysis
article

Vasilchenko M.A. Individual and social in generative and natural texts

Maria A. Vasilchenko
article en

Abstract

The article raises the question of the reasons for the indistinguishability between texts created by humans and generative texts. There are several grounds for addressing this problem. Firstly, AI participates in communication with humans as an independent subject, which entails radical changes and transformations in the humanities sphere, requiring profound theoretical conceptualization. Secondly, a generative text represents an entirely new phenomenon that differs from both classical linear text and media text, yet remains unidentifiable. Thirdly, the inability to distinguish AI-generated texts from natural ones poses a number of psychological, ethical, legal, and other threats to humanity. To solve this problem, stylistic methods were employed, since it is stylistics that examines the unique and general characteristics of texts. The answer to the question was obtained through reasoning constructed within dialectical logic. It is concluded that, from a stylistic perspective, a generative text is a highly standardized text devoid of unique features; it is precisely for this reason that it cannot be distinguished from a natural one. The conclusions drawn in this work may contribute to the creation of a generalized theory of communication between humans and the "machine."

Вестник Донецкого университета. Серия 05. Филология и психология
Lomonosov Moscow State University (RU)
Openalex Percentile: Top 4%
Linguistic research and analysis
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