Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects

Fayzieva, Nilufar, Файзиева, Нилуфар, Fayziyeva, Nilufar

Хорижий лингвистика ва лингводидактика · 2025-yil

Annotatsiya

This article provides an in-depth theoretical and comparative analysis of the linguistic, cognitive, and pragmatic characteristics of texts generated by artificial intelligence (AI) in comparison to real human speech. It explains, from a scientific perspective, how features such as lexical normalization, semantic neutrality, repetitiveness, stylistic smoothness, discursive uniformity, and semantic safety arise in AI-generated texts due to the use of Transformer architectures, probabilistic language models, and statistical generation mechanisms. Differences between AI-generated texts and human speech are examined using examples from English and Uzbek, with particular attention to human cognitive creativity, context-building ability, cultural implicatures, and emotional intonation. The findings have practical significance for AI-detection systems, media text quality assessment, ensuring academic integrity, and improving the efficiency of translation systems.

Maqola ma’lumotlari
MualliflarFayzieva, Nilufar, Файзиева, Нилуфар, Fayziyeva, Nilufar
JurnalХорижий лингвистика ва лингводидактика
NashriyotСамарқанд давлат чет тиллар институти
ISSN0000-0003, 4295-8199
Nashr sanasi2025-11-15
Jild3
Son6
Betlar29-34
TilIngliz
Ilmiy sohaFilologiya
DOI10.47689/2181-3701-vol3-iss6-pp29-34
Indeksga qo‘shilgan2026-08-26

DOI: 10.47689/2181-3701-vol3-iss6-pp29-34 · Maqolaning asl sahifasi

Kalit so‘zlar

LLM, языковая модель, лингвистика, ИИ-текст, человеческая речь, прагматика, дискурс, лингвоэнергетика, когнитивная лингвистика, архитектура Transformer., искусственный интеллект, LLM, til modeli, lingvistika, SI-matn, inson nutqi, pragmatika, diskurs, lingvoenergetika, kognitiv tilshunoslik, transformer arxitektura., sun'iy intellekt, artificial intelligence, LLM, language model, linguistics, AI-generated text, human speech, pragmatics, discourse, linguo-energetics, cognitive linguistics, Transformer architecture

Ilmiy soha

Filologiya

Iqtibos keltirish

APAFayzieva, Nilufar, Файзиева, Нилуфар, & Fayziyeva, Nilufar (2025). Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects. Хорижий лингвистика ва лингводидактика, 3(6), 29-34. https://doi.org/10.47689/2181-3701-vol3-iss6-pp29-34
GOST (OAK)Fayzieva, Nilufar, Файзиева, Нилуфар, Fayziyeva, Nilufar Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects // Хорижий лингвистика ва лингводидактика. – 2025. – T. 3, № 6. – P. 29-34. – DOI: 10.47689/2181-3701-vol3-iss6-pp29-34.
MLAFayzieva, Nilufar, Файзиева, Нилуфар, and Fayziyeva, Nilufar. “Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects.” Хорижий лингвистика ва лингводидактика, 3(6), 29-34, 2025. https://doi.org/10.47689/2181-3701-vol3-iss6-pp29-34
ChicagoFayzieva, Nilufar, Файзиева, Нилуфар, and Fayziyeva, Nilufar. “Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects.” Хорижий лингвистика ва лингводидактика, 3(6), 29-34 (2025). https://doi.org/10.47689/2181-3701-vol3-iss6-pp29-34
HarvardFayzieva, Nilufar, Файзиева, Нилуфар, and Fayziyeva, Nilufar (2025) ‘Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects’, Хорижий лингвистика ва лингводидактика, 3(6), 29-34. https://doi.org/10.47689/2181-3701-vol3-iss6-pp29-34
BibTeX
@article{fayzievanilufar2025,
  title = {Linguistic, cognitive, and pragmatic analysis of artificial intelligence and human speech: theoretical and practical aspects},
  author = {Fayzieva, Nilufar and Файзиева, Нилуфар and Fayziyeva, Nilufar},
  journal = {Хорижий лингвистика ва лингводидактика},
  year = {2025},
  volume = {3},
  number = {6},
  pages = {29-34},
  doi = {10.47689/2181-3701-vol3-iss6-pp29-34},
  url = {https://doi.org/10.47689/2181-3701-vol3-iss6-pp29-34}
}

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