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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">infojournal</journal-id><journal-title-group><journal-title xml:lang="ru">Информатика и образование</journal-title><trans-title-group xml:lang="en"><trans-title>Informatics and education</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0234-0453</issn><issn pub-type="epub">2658-7769</issn><publisher><publisher-name>Publishing House Education and Informatics</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.32517/0234-0453-2026-41-1-49-56</article-id><article-id custom-type="elpub" pub-id-type="custom">infojournal-1428</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ИНФОРМАТИЗАЦИЯ ОБРАЗОВАНИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>INFORMATIZATION OF EDUCATION</subject></subj-group></article-categories><title-group><article-title>Технологии искусственного интеллекта как инструмент системной интеллектуализации образовательной среды</article-title><trans-title-group xml:lang="en"><trans-title>Artificial intelligence technologies as a tool for systemic intellectualization of the educational environment</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0001-8194-944X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Юйхань</surname><given-names>Мэй</given-names></name><name name-style="western" xml:lang="en"><surname>Yuhan</surname><given-names>Mei</given-names></name></name-alternatives><bio xml:lang="ru"><p>Мэй Юйхань, канд. пед. наук, Институт иностранных языков</p><p>г. Сучжоу, Китай</p></bio><bio xml:lang="en"><p>Mei Yuhan, Candidate of Sciences (Education), Institute of Foreign Languages</p><p>Suzhou, China</p></bio><email xlink:type="simple">594843081@qq.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5964-6901</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гукаленко</surname><given-names>О. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Gukalenko</surname><given-names>O. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Гукаленко Ольга Владимировна, академик РАО, докторпед. наук, профессор, зав. кафедрой управления образовательными системами, факультет педагогического образования</p><p>г. Москва, Россия</p></bio><bio xml:lang="en"><p>Olga V. Gukalenko, Academician of RAE, Doctor of Sciences (Education), Professor, Head of the Department of Educational Systems Management, Faculty of Pedagogical Education</p><p>Moscow, Russia</p></bio><email xlink:type="simple">olga_gukalenko@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6961-9157</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Пустовойтов</surname><given-names>В. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Pustovoitov</surname><given-names>V. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Пустовойтов Виктор Николаевич, доктор пед. наук,доцент, профессор кафедры социально-экономических и гуманитарных дисциплин; доцент кафедры управления образовательными системами, факультет педагогического образования</p><p>г. Москва, Россия</p><p>г. Брянск, Россия</p></bio><bio xml:lang="en"><p>Viktor N. Pustovoitov, Doctor of Sciences (Education),Docent, Professor at the Department of Social, Economic and Humanitarian Disciplines; Associate Professor at the Department of Educational Systems Management, Faculty of Pedagogical Education </p><p>Bryansk, Russia</p><p>Moscow, Russia</p></bio><email xlink:type="simple">vnpnov@gmail.com</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Университет Сучжоу<country>Китай</country></aff><aff xml:lang="en">Soochow University<country>China</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Московский государственный университет имени М. В. Ломоносова<country>Россия</country></aff><aff xml:lang="en">Lomonosov Moscow State University<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">Брянский государственный университет имени академика И. Г. Петровского; Московский государственный университет имени М. В. Ломоносова<country>Россия</country></aff><aff xml:lang="en">Bryansk State Academician I.G.Petrovski University; Lomonosov Moscow State University<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>04</day><month>05</month><year>2026</year></pub-date><volume>41</volume><issue>1</issue><fpage>49</fpage><lpage>56</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Юйхань М., Гукаленко О.В., Пустовойтов В.Н., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Юйхань М., Гукаленко О.В., Пустовойтов В.Н.</copyright-holder><copyright-holder xml:lang="en">Yuhan M., Gukalenko O.V., Pustovoitov V.N.</copyright-holder><license license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://info.infojournal.ru/jour/article/view/1428">https://info.infojournal.ru/jour/article/view/1428</self-uri><abstract><p>Интеграция технологий искусственного интеллекта в образовательный процесс является одним из перспективных направлений информатизации образования. Использование генеративных технологий открывает новые возможности в индивидуализации обучения, автоматизации методических процессов, в расширении доступа всех субъектов образования к образовательным ресурсам. В статье решается задача определения содержания компонентов инновационной образовательной среды современной образовательной организации, в проектировании и функционировании которой используются технологии искусственного интеллекта. Для решения поставленной задачи использованы общетеоретические методы исследования: анализ, синтез, обобщение, классификация, анализ литературы, сравнительно-сопоставительный анализ, системно-структурный анализ. Применение данных методов позволило выявить наиболее приемлемый для настоящего исследования подход к пониманию образовательной среды, обобщить потенциал использования технологий искусственного интеллекта в проектировании интеллектуализированной образовательной экосреды образовательной организации, определить характеристики иособенности ее ключевых компонентов. Учет в практике работы образовательных организаций полученных в данном исследовании результатов дает возможность педагогам (в первую очередь менеджерам школ, колледжей, вузов) действенно и эффективно оптимизировать и провести модернизацию образовательных сред с учетом возможностей и потребностей современности. Развитие исследований по проблемам интеграции искусственного интеллекта в образование, модернизация образовательного процесса на основе взвешенного использования генеративных технологий представляются авторам ключевыми условиями информатизации сферы образования, условиями повышения качества образования.</p></abstract><trans-abstract xml:lang="en"><p>The integration of artificial intelligence technologies into the educational process is a promising direction for the informatization of education. The use of generative technologies unlocks new opportunities for personalized learning, automation of methodological processes, and expanded access to educational resources for all stakeholders. This study addresses the task of defining the components of an innovative educational environment for a modern educational organization, in the design and operation of which artificial intelligence technologies are employed. To accomplish this task, general theoretical research methods were used: analysis, synthesis, generalization, classification, literature review, comparative analysis, and system-structural analysis. The application of these methods enabled us to identify the most suitable approach for this study to conceptualizing the educational environment, synthesize the potential of using AI technologies in designing an intellectualized educational eco-environment for an educational organization, and determine the characteristics and features of its key components. Incorporating the findings of this research into the practical work of educational organizations provides educators (primarily managers of schools, colleges, and universities) with the opportunity to effectively and efficiently optimize and modernize educational environments in accordance with contemporary possibilities and needs. The authors consider the advancement of research on integrating artificial intelligence into education and the modernization of the educational process based on the balanced use of generative technologies to be key prerequisites for the informatization of the educational sector and for enhancing the quality of education.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>искусственный интеллект</kwd><kwd>образовательная среда</kwd><kwd>образовательная организация</kwd><kwd>информатизация образования</kwd><kwd>использование нейросетей</kwd><kwd>генеративные модели</kwd></kwd-group><kwd-group xml:lang="en"><kwd>artificial intelligence</kwd><kwd>educational environment</kwd><kwd>educational organization</kwd><kwd>informatization of education</kwd><kwd>use of neural networks</kwd><kwd>generative models</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Ясвин В. А. 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