ИИ и разработчики: деградация умений или рост эффективности?
Qabul qilingan: 2025-05-19
Nashr etilgan: 2025-11-06
Annotatsiya
Maqolada generativ sun'iy intellektning IT mutaxassislarining kasbiy mahoratiga ta'siri tahlil qilinadi. Muntazam ko'nikmalarni yo'qotish xavfi va samaradorlikni oshirish imkoniyatlari ko'rib chiqiladi. Ajam va tajribali ishlab chiquvchilar o'rtasida AIni idrok etishda farqlar mavjud.
Kalit so‘zlar
Adabiyotlar ro'yxati
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The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers https://readwise-assets.s3.amazonaws.com/media/wisereads/articles/the-impact-of-generative-ai-on/lee_2025_ai_critical_thinking_survey.pdf
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Prather, J., Denny, P., Leinonen, J. et al. (2024). The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers. Proceedings of the 20th ACM Conference on International Computing Education Research (ICER '24). ACM. https://arxiv.org/pdf/2405.17739
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Cui, Z., Demirer, M., Jaffe, S. et al. (2025). The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers. SSRN. https://demirermert.github.io/Papers/Demirer_AI_productivity.pdf
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Zakharov, I., Koshchenko, E., Sergeyuk, A. (2025). From Teacher to Colleague: How Coding Experience Shapes Developer Perceptions of AI Tools. JetBrains Research Technical Report. https://generativeaiandhci.github.io/papers/2025/20_GenAICHI___Roles_of_AI.pdf
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Walsh, D. (2024). How generative AI affects highly skilled workers. MIT Sloan Management Review, 66(2), 1-8. https://mitsloan.mit.edu/ideas-made-to-matter/how-generative-ai-affects-highly-skilled-workers
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Электронные ресурсы
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IBM Research. (2023, September 19). AI code-generation software: What it is and how it works? https://www.ibm.com/think/topics/ai-code-generation
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SonarSource. (2024). AI code generation: benefits and risks. https://www.sonarsource.com/resources/ai-code-generation
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Stack Overflow. (2024, September 23). Where developers feel AI coding tools are working—and where they're missing the mark. https://stackoverflow.blog/2024/09/23/ai-coding-tools-survey
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Новостные и аналитические публикации
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Исследование Google: более 75% разработчиков полагаются на ИИ, но не все доверяют его коду (2024, октябрь). Skillbox. https://skillbox.ru/media/code/google-ai-survey
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Исследование Gartner: 80% разработчиков потеряют актуальность навыков из-за ИИ к 2027 году* (2024, октябрь). Skillbox. https://skillbox.ru/media/code/gartner-ai-developers