{"id":8341,"date":"2026-07-08T21:15:40","date_gmt":"2026-07-08T13:15:40","guid":{"rendered":"https:\/\/moresourcing.com\/genai-success-metrics-look-beyond-reduced-workload\/"},"modified":"2026-07-08T21:15:40","modified_gmt":"2026-07-08T13:15:40","slug":"genai-success-metrics-look-beyond-reduced-workload","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/ru\/genai-success-metrics-look-beyond-reduced-workload\/","title":{"rendered":"\u041c\u0435\u0442\u0440\u0438\u043a\u0438 \u0443\u0441\u043f\u0435\u0445\u0430 GenAI: \u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u0434\u0430\u043b\u044c\u0448\u0435 \u0441\u043e\u043a\u0440\u0430\u0449\u0435\u043d\u0438\u044f \u0440\u0430\u0431\u043e\u0447\u0435\u0439 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438"},"content":{"rendered":"<p><\/p>\n<div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<figure class=\"article-inline\">\n<img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" alt=\"\" class=\"wp-image-127942\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg\" alt=\"\" class=\"wp-image-127942\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">\u041c\u044d\u0442\u0442 \u0425\u0430\u0440\u0440\u0438\u0441\u043e\u043d \u041a\u043b\u0430\u0444 \/ Ikon Images<\/p>\n<\/figcaption><\/figure>\n<div class=\"article-summary\"><strong class=\"article-summary__strong\">\u0420\u0435\u0437\u044e\u043c\u0435: <\/strong><\/p>\n<p>\u0412 \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 \u043d\u0435 \u0432\u043e\u043b\u0448\u0435\u0431\u043d\u044b\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c \u043e\u0441\u0432\u043e\u0431\u043e\u0434\u0438\u043b\u0438 \u0432\u0440\u0435\u043c\u044f \u043b\u044e\u0434\u0435\u0439 \u0438\u043b\u0438 \u043d\u0435 \u043f\u043e\u0432\u044b\u0441\u0438\u043b\u0438 \u043e\u0434\u043d\u0443 \u043c\u0435\u0442\u0440\u0438\u043a\u0443 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u043e \u0432\u0441\u0435\u043c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f\u043c. \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e GenAI \u043f\u0440\u0438\u0432\u0435\u043b \u043a \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f\u043c \u0440\u0430\u0431\u043e\u0447\u0435\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0434\u043b\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0440\u043e\u043b\u0435\u0439: \u0440\u0435\u0448\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0434\u043b\u044f \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u0439, \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0434\u043b\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 \u0441\u043e \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0430\u043c\u0438. \u041f\u0440\u0438 \u043e\u0446\u0435\u043d\u043a\u0435 \u0443\u0441\u043f\u0435\u0445\u0430 GenAI \u0438\u0437\u0443\u0447\u0438\u0442\u0435, \u043a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0430\u0441\u044c \u0444\u043e\u0440\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u044b \u0432\u0430\u0448\u0435\u0439 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438.<\/p>\n<\/div>\n<aside class=\"callout-info\">\n<h4>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/h4>\n<p>\u0410\u0432\u0442\u043e\u0440\u044b \u043f\u0440\u043e\u0432\u0435\u043b\u0438 \u0447\u0435\u0442\u044b\u0440\u0435\u0445\u043b\u0435\u0442\u043d\u0438\u0439 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0432 \u043a\u0440\u0443\u043f\u043d\u043e\u043c \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0432\u044b\u0441\u0448\u0435\u043c \u0443\u0447\u0435\u0431\u043d\u043e\u043c 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\u0423\u0440\u043e\u0432\u0435\u043d\u044c \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0430 \u0438 \u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043e\u0441\u0442\u0430\u0432\u0430\u043b\u0438\u0441\u044c \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u044b\u043c\u0438 \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u0435\u043c\u043e\u0433\u043e \u043f\u0435\u0440\u0438\u043e\u0434\u0430. \u0410\u043d\u0430\u043b\u0438\u0437 \u0431\u044b\u043b \u0441\u043e\u0441\u0440\u0435\u0434\u043e\u0442\u043e\u0447\u0435\u043d \u043d\u0430 \u0441\u043e\u0441\u0442\u0430\u0432\u0435 \u0440\u0430\u0431\u043e\u0442\u044b, \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u0438, \u0430 \u043d\u0435 \u043d\u0430 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 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\u0432\u0440\u0435\u043c\u044f.<\/p>\n<p>\u041c\u0435\u043d\u044c\u0448\u0435 \u043f\u0438\u0441\u0435\u043c. \u041c\u0435\u043d\u044c\u0448\u0435 \u0432\u0441\u0442\u0440\u0435\u0447. \u041c\u0435\u043d\u044c\u0448\u0435 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438.<\/p>\n<p>\u042d\u0442\u043e \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u0442\u043e, \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u0438\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u0448\u0430\u044e\u0442, \u00ab\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442\u00bb \u043b\u0438 GenAI \u2014 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u043e\u043d\u0438 \u0447\u0430\u0441\u0442\u043e \u0440\u0430\u0437\u043e\u0447\u0430\u0440\u043e\u0432\u044b\u0432\u0430\u044e\u0442\u0441\u044f, \u043a\u043e\u0433\u0434\u0430 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\u0443\u0447\u0435\u0431\u043d\u043e\u0433\u043e \u0437\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u044f, \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438, \u0431\u044b\u043b\u043e \u043d\u0435 \u043c\u0435\u043d\u044c\u0448\u0438\u043c \u043e\u0431\u044a\u0435\u043c\u043e\u043c \u0440\u0430\u0431\u043e\u0442\u044b, \u0430 \u0440\u0430\u0431\u043e\u0442\u043e\u0439, \u043a\u043e\u0442\u043e\u0440\u0430\u044f <em>\u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0430 \u0444\u043e\u0440\u043c\u0443<\/em>. \u041a\u043e\u0433\u0434\u0430 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u0418\u0418 \u0432\u043e\u0448\u0435\u043b \u0432 \u043d\u0430\u0448\u0438 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u044b\u0435 \u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b \u0432 2026 \u0433\u043e\u0434\u0443, \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u044f \u043d\u0435 \u0438\u0441\u0447\u0435\u0437\u043b\u0430. \u041e\u043d\u0430 \u0441\u043c\u0435\u0441\u0442\u0438\u043b\u0430\u0441\u044c \u043e\u0442 \u0432\u0441\u0442\u0440\u0435\u0447 \u043a \u043f\u0438\u0441\u044c\u043c\u0435\u043d\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435, \u043e\u0442 \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u0439 \u043a \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u0442\u043a\u0438\u043c \u043f\u0435\u0440\u0432\u044b\u043c \u0432\u0435\u0440\u0441\u0438\u044f\u043c, \u043e\u0442 \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0439 \u0442\u0443\u0434\u0430-\u0441\u044e\u0434\u0430 \u043a \u0431\u043e\u043b\u0435\u0435 \u0431\u044b\u0441\u0442\u0440\u043e\u043c\u0443 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044e \u0440\u0435\u0448\u0435\u043d\u0438\u0439.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c, \u0447\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u043e\u0441\u044c, \u043c\u044b \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u043b\u0438, \u043a\u0430\u043a \u0442\u0440\u0438 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0440\u043e\u043b\u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u043e\u0434\u043d\u043e\u0433\u043e \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u2014 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0438-\u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438, \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0438 \u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u044b, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0435 \u0441\u043e \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0430\u043c\u0438 \u2014 \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u043e\u0434\u043d\u043e\u0433\u043e \u0438 \u0442\u043e\u0433\u043e \u0436\u0435 \u0448\u0435\u0441\u0442\u0438\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0435\u0440\u0438\u043e\u0434\u0430 \u0432 \u0447\u0435\u0442\u044b\u0440\u0435 \u0440\u0430\u0437\u043d\u044b\u0445 \u0433\u043e\u0434\u0430. \u0412 \u0438\u0442\u043e\u0433\u0435 \u043c\u044b \u0443\u0432\u0438\u0434\u0435\u043b\u0438 \u043d\u0435 \u0438\u0441\u0442\u043e\u0440\u0438\u044e \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 \u043b\u044e\u0434\u0435\u0439. \u042d\u0442\u043e \u0431\u044b\u043b\u0430 \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442\u0441\u044f, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f \u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0435\u0442\u0441\u044f \u0434\u0430\u043b\u044c\u0448\u0435.<\/p>\n<p>\u042d\u0442\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0435 \u0438\u043c\u0435\u0435\u0442 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. \u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u044e\u0442 \u0418\u0418 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u043e \u0441\u044d\u043a\u043e\u043d\u043e\u043c\u043b\u0435\u043d\u043d\u044b\u043c \u0447\u0430\u0441\u0430\u043c, \u0440\u0438\u0441\u043a\u0443\u044e\u0442 \u0443\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0433\u043e\u0434\u044b \u0438 \u0440\u0430\u0437\u043e\u0447\u0430\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0418\u0418, \u0434\u0430\u0436\u0435 \u043a\u043e\u0433\u0434\u0430 \u043e\u043d \u0442\u0438\u0445\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0442\u043e, \u0447\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d.<\/p>\n<h3>\u0412\u044b\u0433\u043e\u0434\u044b \u043e\u0442 GenAI \u0434\u043b\u044f \u0442\u0440\u0435\u0445 \u0433\u0440\u0443\u043f\u043f<\/h3>\n<p>\u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b GenAI \u043f\u043e\u044f\u0432\u0438\u043b\u0438\u0441\u044c \u0432 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u043d\u0430\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430 \u0432 2026 \u0433\u043e\u0434\u0443. \u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c \u0432\u043b\u0438\u044f\u043d\u0438\u0435 GenAI \u043d\u0430 \u0442\u0440\u0438 \u0433\u0440\u0443\u043f\u043f\u044b \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432, \u043c\u044b \u0438\u0437\u0443\u0447\u0438\u043b\u0438 \u043e\u0434\u043d\u043e \u0438 \u0442\u043e \u0436\u0435 \u0448\u0435\u0441\u0442\u0438\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u043e\u0435 \u043e\u043a\u043d\u043e \u043a\u0430\u0436\u0434\u044b\u0439 \u0433\u043e\u0434 (\u0441 1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f \u043f\u043e 15 \u043c\u0430\u0440\u0442\u0430), \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u044f \u0440\u0430\u0431\u043e\u0442\u0443 \u0432 2026 \u0433\u043e\u0434\u0443 \u0441 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u0430\u043c\u0438 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0442\u0440\u0435\u0445 \u043b\u0435\u0442.<\/p>\n<p>\u041c\u044b \u043d\u0435 \u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u043b\u0438: \u00ab\u041a\u0430\u043a \u0431\u044b\u0441\u0442\u0440\u043e \u043b\u044e\u0434\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438?\u00bb<\/p>\n<p>\u041c\u044b \u0441\u043f\u0440\u043e\u0441\u0438\u043b\u0438: \u00ab\u041a\u0430\u043a\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u043e\u043d\u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043b\u0438?\u00bb<\/p>\n<p>\u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0443\u0440\u043e\u0432\u043d\u0438 \u0448\u0442\u0430\u0442\u043d\u043e\u0433\u043e \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0438 \u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043e\u0441\u0442\u0430\u0432\u0430\u043b\u0438\u0441\u044c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u044b\u043c\u0438 \u0432\u043e \u0432\u0441\u0435 \u0447\u0435\u0442\u044b\u0440\u0435 \u0433\u043e\u0434\u0430, \u043b\u044e\u0431\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u043c\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043e\u0442\u0440\u0430\u0436\u0430\u043b\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0442\u043e\u043c, \u043a\u0430\u043a \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u043b\u0430\u0441\u044c \u0440\u0430\u0431\u043e\u0442\u0430, \u0430 \u043d\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u0445. <\/p>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u041e\u0431 \u0430\u0432\u0442\u043e\u0440\u0430\u0445<\/h4>\n<div class=\"article-authors__bio\">\n<p>\u0412\u0438\u0448\u0430\u043b \u0428\u0430\u0445 \u2014 \u0434\u0435\u043a\u0430\u043d \u0444\u0430\u043a\u0443\u043b\u044c\u0442\u0435\u0442\u0430 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0438, \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0430\u0443\u043a \u0438 \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0439 \u0432 \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438. \u0410\u043d\u0434\u0440\u0435\u043d\u043d\u0430 \u0413\u0438\u0431\u0441\u043e\u043d \u2014 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u0432 \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438, \u043e\u0442\u0432\u0435\u0447\u0430\u044e\u0449\u0430\u044f \u0437\u0430 \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0432 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u044b\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0438\u0435 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432, \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432. \u0422\u0430\u043d\u0438\u043a\u0430 \u0422\u0438\u0433\u043b \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430\u043c\u0438 \u043f\u0440\u0438\u0435\u043c\u0430 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u043d\u0430 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432, \u0434\u043b\u044f \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c \u0437\u0434\u0440\u0430\u0432\u043e\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0432 \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438.<\/p>\n<\/div><\/div>\n<div class=\"article-doi\">\n    <a href=\"https:\/\/doi.org\/10.63383\/dFKS6287\" target=\"_blank\" class=\"article-doi__number\">https:\/\/doi.org\/10.63383\/dFKS6287<\/a>\n<\/div>\n<\/div>\n<p>#GenAI #\u0423\u0441\u043f\u0435\u0445 #\u041c\u0435\u0442\u0440\u0438\u043a\u0438 #\u0421\u043d\u0438\u0436\u0435\u043d\u0438\u0435 #\u041d\u0430\u0433\u0440\u0443\u0437\u043a\u0438<\/p>","protected":false},"excerpt":{"rendered":"<p>\u041c\u044d\u0442\u0442 \u0425\u0430\u0440\u0440\u0438\u0441\u043e\u043d \u041a\u043b\u0430\u0444 \/ Ikon Images \u0420\u0435\u0437\u044e\u043c\u0435: \u0412 \u041e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0424\u0438\u043b\u0430\u0434\u0435\u043b\u044c\u0444\u0438\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 \u043d\u0435 \u0432\u043e\u043b\u0448\u0435\u0431\u043d\u044b\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c \u043e\u0441\u0432\u043e\u0431\u043e\u0434\u0438\u043b\u0438 \u0432\u0440\u0435\u043c\u044f \u043b\u044e\u0434\u0435\u0439 \u0438\u043b\u0438 \u043d\u0435 \u043f\u043e\u0432\u044b\u0441\u0438\u043b\u0438 \u043e\u0434\u0438\u043d \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u043e \u0432\u0441\u0435\u043c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f\u043c. \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e GenAI \u043f\u0440\u0438\u0432\u0435\u043b \u043a \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f\u043c \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0434\u043b\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0440\u043e\u043b\u0435\u0439: \u0440\u0435\u0448\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0434\u043b\u044f \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u0439, \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0434\u043b\u044f \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 \u0441\u043e \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0430\u043c\u0438 [&hellip;]<\/p>","protected":false},"author":1,"featured_media":8342,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-8341","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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