{"id":5227,"date":"2026-01-06T20:10:00","date_gmt":"2026-01-06T12:10:00","guid":{"rendered":"https:\/\/moresourcing.com\/five-trends-in-ai-and-data-science-for-2026\/"},"modified":"2026-01-06T20:10:00","modified_gmt":"2026-01-06T12:10:00","slug":"five-trends-in-ai-and-data-science-for-2026","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/ru\/five-trends-in-ai-and-data-science-for-2026\/","title":{"rendered":"\u041f\u044f\u0442\u044c \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0438 \u043d\u0430\u0443\u043a\u0438 \u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 2026 \u0433\u043e\u0434"},"content":{"rendered":"<p><\/p>\n<div>\n<div class=\"article-left-col\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u0422\u0435\u043c\u044b<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u0418\u0418 \u0432 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0438<\/h4>\n<p>\n            \u0412 \u044d\u0442\u043e\u0439 \u0441\u0435\u0440\u0438\u0438 \u043a\u043e\u043b\u043e\u043d\u043e\u043a \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438, \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0434\u0440\u0443\u0433\u0438\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418.        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/ai-in-action\/\" class=\"article-section__link\"><\/p>\n<p>           \u0414\u0440\u0443\u0433\u0438\u0435 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u0438\u0437 \u044d\u0442\u043e\u0439 \u0441\u0435\u0440\u0438\u0438<br \/>\n                      <\/a><\/p>\n<\/section><\/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-124760\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/01\/Five-Trends-in-AI-and-Data-Science-for-2026.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/01\/Five-Trends-in-AI-and-Data-Science-for-2026.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/01\/Five-Trends-in-AI-and-Data-Science-for-2026.jpg\" alt=\"\" class=\"wp-image-124760\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/01\/Five-Trends-in-AI-and-Data-Science-for-2026.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/12\/DavenportBean-AITrends25-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">\u041a\u0430\u0440\u043e\u043b\u0438\u043d \u0413\u0438\u0441\u043e\u043d-\u0411\u0435\u0439\u0441\u0435\u043b\/MIT SMR | Getty 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><cite>MIT SMR<\/cite> \u043e\u0431\u043e\u0437\u0440\u0435\u0432\u0430\u0442\u0435\u043b\u0438 \u0422\u043e\u043c\u0430\u0441 \u0425. \u0414\u044d\u0432\u0435\u043d\u043f\u043e\u0440\u0442 \u0438 \u0420\u044d\u043d\u0434\u0438 \u0411\u0438\u043d \u0432\u0438\u0434\u044f\u0442 \u043f\u044f\u0442\u044c \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0432 2026 \u0433\u043e\u0434\u0443: \u0441\u0434\u0443\u0432\u0430\u043d\u0438\u0435 \u043f\u0443\u0437\u044b\u0440\u044f \u0418\u0418 \u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0443\u0434\u0430\u0440\u044b \u043f\u043e \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0435;<\/p>\n<\/div>\n<p><span class=\"smr-leadin\">\u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0438\u043c\u0435\u044e\u0442 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u044e \u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f<\/span> \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435, \u0447\u0435\u043c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u043d\u0430\u0448\u0438 \u0434\u043d\u0438. <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2506.08872\" target=\"_blank\" rel=\"noopener noreferrer\">\u0441\u0433\u043d\u0438\u043b\u0438 \u043d\u0430\u0448\u0438 \u043c\u043e\u0437\u0433\u0438<\/a> (\u0445\u043e\u0442\u044f \u043c\u044b \u043e\u0436\u0438\u0434\u0430\u0435\u043c, \u0447\u0442\u043e \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u044b\u043c \u044f\u0432\u043b\u0435\u043d\u0438\u0435\u043c!). <\/p>\n<p>\u0422\u0435\u043c \u043d\u0435 \u043c\u0435\u043d\u0435\u0435, \u0418\u0418, \u043f\u043e\u0445\u043e\u0436\u0435, \u0432\u044b\u0448\u0435\u043b \u0437\u0430 \u0440\u0430\u043c\u043a\u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u0441\u0442\u0430\u043b \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u0434\u0432\u0438\u0436\u0443\u0449\u0435\u0439 \u0441\u0438\u043b\u043e\u0439 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0440\u043e\u0441\u0442\u0430 \u0438 \u0444\u043e\u043d\u0434\u043e\u0432\u043e\u0433\u043e \u0440\u044b\u043d\u043a\u0430.<\/p>\n<p>\u0412\u043e\u0442 \u043d\u043e\u0432\u044b\u0435 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 2026 \u0433\u043e\u0434\u0443, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043b\u0438\u0434\u0435\u0440\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c \u0438 \u0431\u044b\u0442\u044c \u0433\u043e\u0442\u043e\u0432\u044b\u043c\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c.<\/p>\n<h3>1. \u041f\u0443\u0437\u044b\u0440\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0441\u0434\u0443\u0435\u0442\u0441\u044f, \u0438 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430 \u043f\u043e\u0441\u0442\u0440\u0430\u0434\u0430\u0435\u0442.<\/h3>\n<p>\u0412 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443 \u0441\u043b\u043e\u043d\u043e\u043c \u0432 \u043a\u043e\u043c\u043d\u0430\u0442\u0435 \u0418\u0418 \u0441\u0442\u0430\u043b \u0440\u043e\u0441\u0442 \u0430\u0433\u0435\u043d\u0442\u043d\u043e\u0433\u043e \u0418\u0418 (\u0438 \u043e\u043d \u0432\u0441\u0435 \u0435\u0449\u0435 \u0442\u043e\u043f\u0447\u0435\u0442\u0441\u044f \u043d\u0430 \u043c\u0435\u0441\u0442\u0435; \u0441\u043c. \u043d\u0438\u0436\u0435). <a href=\"https:\/\/www.technologyreview.com\/2025\/12\/15\/1129183\/what-even-is-the-ai-bubble\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u043f\u0443\u0437\u044b\u0440\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430<\/a> \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u043d\u043e\u043f\u043e\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b \u0434\u0438\u0441\u043a\u0443\u0441\u0441\u0438\u044e: \u0435\u0441\u0442\u044c \u043b\u0438 \u0442\u0430\u043a\u043e\u0439? <a href=\"https:\/\/sloanreview.mit.edu\/video\/nobel-laureate-busts-the-ai-hype\/\">\u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f \u0434\u043b\u044f \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0438 \u0432 \u0446\u0435\u043b\u043e\u043c<\/a> \u0438 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u044e\u0449\u0435\u0435\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0418\u0418?<\/p>\n<p>\u041c\u044b \u043e\u0431\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u043c \u0437\u0434\u0435\u0441\u044c \u0443\u0436\u0435 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0438 \u043f\u043e\u043c\u043d\u0438\u043c, \u043a\u0430\u043a \u0441\u0434\u0443\u043b\u0441\u044f \u043f\u0443\u0437\u044b\u0440\u044c \u0434\u043e\u0442\u043a\u043e\u043c\u043e\u0432.<\/p>\n<div class=\"callout-pullquote callout-pullquote--no-quote\" data-aos-duration=\"900\" data-aos-anchor-placement=\"bottom-bottom\" data-aos-easing=\"ease-out-back\" data-aos=\"fade-new-left\">\n<p class=\"callout-pullquote__quote\">\n\t\t\t\t\t\u0418\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0438 \u043c\u0438\u0440 \u0432 \u0446\u0435\u043b\u043e\u043c, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0432\u044b\u0438\u0433\u0440\u0430\u044e\u0442 \u043e\u0442 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439, \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e\u0439 \u0443\u0442\u0435\u0447\u043a\u0438 \u0438\u0437 \u043f\u0443\u0437\u044b\u0440\u044f.\n\t\t\t\t\t<\/p>\n<\/div>\n<p>\u041b\u043e\u043f\u043d\u0435\u0442 \u043b\u0438 \u044d\u0442\u043e\u0442 \u043f\u0443\u0437\u044b\u0440\u044c? <\/p>\n<p>\u041c\u044b \u043d\u0430\u0434\u0435\u0435\u043c\u0441\u044f, \u0447\u0442\u043e \u0434\u0435\u0444\u043b\u044f\u0446\u0438\u044f \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u043e\u0439, \u0447\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u043e\u0437\u043d\u0430\u0447\u0430\u0442\u044c, \u0447\u0442\u043e \u0443 \u0444\u043e\u043d\u0434\u043e\u0432\u043e\u0433\u043e \u0440\u044b\u043d\u043a\u0430 \u0432 \u0446\u0435\u043b\u043e\u043c \u0431\u0443\u0434\u0435\u0442 \u0432\u0440\u0435\u043c\u044f \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f, \u0438 \u0443 \u0438\u043d\u0432\u0435\u0441\u0442\u043e\u0440\u043e\u0432 \u0431\u0443\u0434\u0435\u0442 \u0432\u0440\u0435\u043c\u044f \u0432\u044b\u0432\u0435\u0441\u0442\u0438 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0438\u0437 \u0441\u0438\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u0434\u0443\u0442\u044b\u0445 \u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\u043e\u0432 \u0418\u0418 \u0438\u0437 \u0441\u0432\u043e\u0438\u0445 \u043f\u043e\u0440\u0442\u0444\u0435\u043b\u0435\u0439. <\/p>\n<p>\u041c\u044b \u043e\u0431\u0430 \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u043c\u0441\u044f \u043d\u0430 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u0418\u0418. <a href=\"https:\/\/www.computer.org\/publications\/tech-news\/trends\/amaras-law-and-tech-future\" target=\"_blank\" rel=\"noopener noreferrer\">\u0417\u0430\u043a\u043e\u043d \u0410\u043c\u0430\u0440\u044b<\/a>, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u0441\u044f: \u00ab\u041c\u044b \u0441\u043a\u043b\u043e\u043d\u043d\u044b \u043f\u0435\u0440\u0435\u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0432 \u043a\u0440\u0430\u0442\u043a\u043e\u0441\u0440\u043e\u0447\u043d\u043e\u0439 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u0435 \u0438 \u043d\u0435\u0434\u043e\u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442 \u0432 \u0434\u043e\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u043e\u0439 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u0435\u00bb.\u00a0 <\/p>\n<aside class=\"article-ad ad-300  ad-300x600 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<h3>2. \u0411\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0431\u0443\u0434\u0443\u0442 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u00ab\u0444\u0430\u0431\u0440\u0438\u043a\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\u00bb \u0438 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443.<\/h3>\n<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f <a href=\"https:\/\/ide.mit.edu\/publication\/all-in-on-ai-how-smart-companies-win-big-with-artificial-intelligence\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0432\u0441\u0435 \u043d\u0430 \u0418\u0418<\/a> \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043d\u043e\u0433\u043e \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0434\u043b\u044f \u0443\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u044f \u0442\u0435\u043c\u043f\u043e\u0432 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0418\u0418 \u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f. <\/p>\n<p>\u0412\u0435\u0434\u0443\u0449\u0438\u0435 \u0431\u0430\u043d\u043a\u0438 \u043f\u0435\u0440\u0435\u043d\u044f\u043b\u0438 \u044d\u0442\u043e\u0442 \u043f\u043e\u0434\u0445\u043e\u0434 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043b\u0435\u0442 \u043d\u0430\u0437\u0430\u0434. <\/p>\n<p>\u041d\u043e \u0442\u0435\u043f\u0435\u0440\u044c \u0432 \u0444\u0430\u0431\u0440\u0438\u0447\u043d\u043e\u0435 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0432\u043e\u0432\u043b\u0435\u0447\u0435\u043d\u044b \u043d\u0435\u0431\u0430\u043d\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0444\u043e\u0440\u043c\u044b \u0418\u0418.<a href=\"https:\/\/sloanreview.mit.edu\/article\/how-procter-gamble-uses-ai-to-unlock-new-insights-from-data\">\u041f\u0440\u043e\u043a\u0442\u0435\u0440 \u044d\u043d\u0434 \u0413\u044d\u043c\u0431\u043b<\/a>) \u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f (<a href=\"https:\/\/sloanreview.mit.edu\/article\/turbotax-meets-turbo-innovation-ai-at-intuit\/\">\u0418\u043d\u0442\u0443\u0438\u0446\u0438\u044f<\/a>).<\/p>\n<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0443 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435\u0442 \u0442\u0430\u043a\u043e\u0439 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u0437\u0430\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0441\u0432\u043e\u0438\u0445 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e \u0434\u0430\u043d\u043d\u044b\u043c \u0438 \u0431\u0438\u0437\u043d\u0435\u0441\u043c\u0435\u043d\u043e\u0432, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442, \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u0442\u044c \u0442\u044f\u0436\u0435\u043b\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u043f\u043e \u0432\u044b\u044f\u0441\u043d\u0435\u043d\u0438\u044e \u0442\u043e\u0433\u043e, \u043a\u0430\u043a\u0438\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c, \u043a\u0430\u043a\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0438 \u043a\u0430\u043a\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c. <\/p>\n<h3>3. \u0413\u0435\u043d\u0418\u0418 \u0441\u0442\u0430\u043d\u0435\u0442 \u0441\u043a\u043e\u0440\u0435\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u043c.<\/h3>\n<p>\u0415\u0441\u043b\u0438 2025 \u0433\u043e\u0434 \u0431\u044b\u043b \u0433\u043e\u0434\u043e\u043c \u043e\u0441\u043e\u0437\u043d\u0430\u043d\u0438\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0443 \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0418\u0418 \u0435\u0441\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0441 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0435\u0439, \u0442\u043e 2026 \u0433\u043e\u0434 \u0441\u0442\u0430\u043d\u0435\u0442 \u0433\u043e\u0434\u043e\u043c, \u043a\u043e\u0433\u0434\u0430 \u0447\u0442\u043e-\u0442\u043e \u0441 \u044d\u0442\u0438\u043c \u043d\u0443\u0436\u043d\u043e \u0434\u0435\u043b\u0430\u0442\u044c (\u0447\u0442\u043e, \u043d\u0430\u0434\u043e \u043f\u0440\u0438\u0437\u043d\u0430\u0442\u044c\u0441\u044f, \u043c\u044b \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438 \u0432 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0438 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u043e\u0432 \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443 \u2014 \u0438 \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u0438\u0445 \u0431\u044b\u043b\u043e \u043d\u0435 \u0442\u0430\u043a \u0443\u0436 \u043c\u043d\u043e\u0433\u043e). <a href=\"https:\/\/sloanreview.mit.edu\/article\/how-to-scale-genai-in-the-workplace\/\">\u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f<\/a> \u043e\u0434\u0438\u043d.<\/p>\n<div class=\"callout-pullquote callout-pullquote--no-quote\" data-aos-duration=\"900\" data-aos-anchor-placement=\"bottom-bottom\" data-aos-easing=\"ease-out-back\" data-aos=\"fade-new-left\">\n<p class=\"callout-pullquote__quote\">\n\t\t\t\t\t\u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 GenAI, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u043e, \u0431\u044b\u043b\u043e \u043f\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u044b\u043c \u2014 \u0438 \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043d\u0435\u0438\u0437\u043c\u0435\u0440\u0438\u043c\u044b\u043c \u2014 \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u043e \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.\n\t\t\t\t\t<\/p>\n<\/div>\n<p>\u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u2014 \u0434\u0443\u043c\u0430\u0442\u044c \u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u043c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0435 \u043f\u0440\u0435\u0436\u0434\u0435 \u0432\u0441\u0435\u0433\u043e \u043a\u0430\u043a \u043e \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u0435 \u0434\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f. <a href=\"https:\/\/www.wsj.com\/articles\/johnson-johnson-pivots-its-ai-strategy-a9d0631f\" target=\"_blank\" rel=\"noopener noreferrer\">\u0441\u0434\u0435\u043b\u043a\u0430, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0437\u0430\u043a\u043b\u044e\u0447\u0438\u043b\u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Johnson &amp; Johnson<\/a>, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440. <\/p>\n<p>\u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430\u043c \u043f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c GenAI; <em>\u0410\u043a\u0443\u043b\u0430 \u0422\u0430\u043d\u043a<\/em>\u043a\u043e\u043d\u043a\u0443\u0440\u0441 \u0434\u043b\u044f \u0440\u044f\u0434\u043e\u0432\u044b\u0445 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432, \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0449\u0438\u0445 \u0438\u0434\u0435\u0438 \u0434\u043b\u044f \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u0431\u0443\u0434\u0435\u0442 \u0444\u0438\u043d\u0430\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0438\u043d\u0438\u0446\u0438\u0430\u0442\u0438\u0432 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f. <\/p>\n<h3>4. \u0410\u0433\u0435\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0418\u0418 \u043f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 \u0431\u0443\u0434\u0435\u0442 \u043f\u0435\u0440\u0435\u043e\u0446\u0435\u043d\u0435\u043d, \u043d\u043e, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0441\u0442\u0430\u043d\u0435\u0442 \u0446\u0435\u043d\u043d\u044b\u043c \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u043f\u044f\u0442\u0438 \u043b\u0435\u0442.<\/h3>\n<p>\u0412 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443, \u043a\u0430\u043a \u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435, \u043c\u044b \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438, \u0447\u0442\u043e \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u0439 \u0418\u0418 \u0431\u0443\u0434\u0435\u0442 \u043d\u0430 \u043f\u043e\u0434\u044a\u0435\u043c\u0435. <a href=\"https:\/\/www.gartner.com\/en\/articles\/hype-cycle-for-artificial-intelligence\" target=\"_blank\" rel=\"noopener noreferrer\">Gartner: \u0440\u0430\u0437\u043e\u0447\u0430\u0440\u043e\u0432\u0430\u043d\u0438\u0435<\/a>, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0439, \u043f\u043e \u043d\u0430\u0448\u0438\u043c \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430\u043c, \u043f\u043e\u043f\u0430\u0434\u0443\u0442 \u0430\u0433\u0435\u043d\u0442\u044b \u0432 2026 \u0433\u043e\u0434\u0443. <\/p>\n<p>\u0412 \u0447\u0435\u043c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0441 \u0430\u0433\u0435\u043d\u0442\u0430\u043c\u0438? <a href=\"https:\/\/www.anthropic.com\/research\/project-vend-1\" target=\"_blank\" rel=\"noopener noreferrer\">\u0430\u043d\u0442\u0440\u043e\u043f\u043d\u044b\u0439<\/a> \u0438 <a href=\"https:\/\/www.cs.cmu.edu\/news\/2025\/agent-company\" target=\"_blank\" rel=\"noopener noreferrer\">\u041a\u0430\u0440\u043d\u0435\u0433\u0438-\u041c\u0435\u043b\u043b\u043e\u043d<\/a> \u2014 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u043b\u0438, \u0447\u0442\u043e \u0430\u0433\u0435\u043d\u0442\u044b \u0418\u0418 \u0441\u043e\u0432\u0435\u0440\u0448\u0430\u044e\u0442 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e \u043e\u0448\u0438\u0431\u043e\u043a, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u043c\u043e\u0433\u043b\u0438 \u043f\u043e\u043b\u0430\u0433\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043d\u0438\u0445 \u0432 \u043b\u044e\u0431\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0434\u0435\u043d\u0435\u0433.<a href=\"https:\/\/www.nist.gov\/news-events\/news\/2025\/01\/technical-blog-strengthening-ai-agent-hijacking-evaluations\" target=\"_blank\" rel=\"noopener noreferrer\">\u0431\u044b\u0441\u0442\u0440\u0430\u044f \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044f<\/a>, \u0432 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438) \u0438 \u0438\u0445 \u0441\u043a\u043b\u043e\u043d\u043d\u043e\u0441\u0442\u044c \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c\u0441\u044f <a href=\"https:\/\/www.anthropic.com\/research\/agentic-misalignment\" target=\"_blank\" rel=\"noopener noreferrer\">\u043e\u0431\u043c\u0430\u043d\u0447\u0438\u0432\u044b\u0439 \u0438 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439<\/a> \u0441 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044f\u043c\u0438 \u0438 \u0446\u0435\u043b\u044f\u043c\u0438. <\/p>\n<p>\u041e\u0434\u043d\u0430\u043a\u043e \u044d\u0442\u043e \u043d\u0435 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u0439 \u0418\u0418 \u043d\u0435 \u0443\u043b\u0443\u0447\u0448\u0438\u0442\u0441\u044f \u0432 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043b\u0435\u0442. <a href=\"https:\/\/fortune.com\/2025\/10\/20\/workers-fear-ai-job-cuts-open-ai-co-founder-says-ai-agents-will-take-a-decade-before-they-even-work-they-dont-have-enough-intelligence-unemployment-automation-2035\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u041f\u0440\u043e\u0433\u043d\u043e\u0437 \u0410\u043d\u0434\u0440\u0435\u044f \u041a\u0430\u0440\u043f\u0430\u0442\u044b<\/a> \u043e\u0442 10 \u043b\u0435\u0442). <\/p>\n<p>\u041f\u0440\u044f\u043c\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u0437\u0430\u0434\u0443\u043c\u0430\u0442\u044c\u0441\u044f \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0430\u0433\u0435\u043d\u0442\u044b \u043c\u043e\u0433\u0443\u0442 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b.<\/p>\n<h3>5. \u0414\u0435\u0431\u0430\u0442\u044b \u043e \u0442\u043e\u043c, \u043a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0418\u0418, \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0442\u0441\u044f.<\/h3>\n<p>\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439 \u043e\u043f\u0440\u043e\u0441 \u0420\u044d\u043d\u0434\u0438 \u043e \u043b\u0438\u0434\u0435\u0440\u0430\u0445 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u0445 \u2014 The <a href=\"https:\/\/static1.squarespace.com\/static\/62adf3ca029a6808a6c5be30\/t\/6942c3cb535da44088c2dbff\/1765983179572\/2026+AI+%26+Data+Leadership+Executive+Benchmark+Survey+Final.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043e\u043f\u0440\u043e\u0441 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u0439 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 \u0432 \u0441\u0444\u0435\u0440\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430 2026 \u0433\u043e\u0434<\/a>, \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u044b\u0439 \u0435\u0433\u043e \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0444\u0438\u0440\u043c\u043e\u0439 Data &amp; AI Leadership Exchange, \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u043b \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0445\u043e\u0440\u043e\u0448\u0438\u0445 \u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u0418\u0418.<\/p>\n<p>\u0415\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u0430\u044f \u0441\u043b\u043e\u0436\u043d\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0432 \u044d\u0442\u043e\u0439 \u043a\u0430\u0440\u0442\u0438\u043d\u0435 \u2014 \u043a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c \u0418\u0418 \u0438 \u043a\u043e\u043c\u0443 \u043e\u043d \u0434\u043e\u043b\u0436\u0435\u043d \u043e\u0442\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438. <a href=\"https:\/\/hbr.org\/2025\/12\/why-your-company-needs-a-chief-data-analytics-and-ai-officer\" target=\"_blank\" rel=\"noopener noreferrer\">\u043c\u044b \u0441\u0447\u0438\u0442\u0430\u0435\u043c, \u0447\u0442\u043e \u0440\u043e\u043b\u044c \u0434\u043e\u043b\u0436\u043d\u0430 \u0441\u043e\u043e\u0431\u0449\u0430\u0442\u044c<\/a>);<\/p>\n<p>\u041c\u044b \u0441\u0447\u0438\u0442\u0430\u0435\u043c, \u0447\u0442\u043e, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u044b\u0435 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044f \u043e\u0442\u0447\u0435\u0442\u043d\u043e\u0441\u0442\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u044e\u0442 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u044e \u0448\u0438\u0440\u043e\u043a\u043e \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0439 \u0441 \u0442\u0435\u043c, \u0447\u0442\u043e \u0418\u0418 (\u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u0418\u0418) \u043d\u0435 \u043f\u0440\u0438\u043d\u043e\u0441\u0438\u0442 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e\u0439 \u043f\u043e\u043b\u044c\u0437\u044b. <\/p>\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<div class=\"article-left-col--footer\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u0422\u0435\u043c\u044b<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u0418\u0418 \u0432 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0438<\/h4>\n<p>\n            \u0412 \u044d\u0442\u043e\u0439 \u0441\u0435\u0440\u0438\u0438 \u043a\u043e\u043b\u043e\u043d\u043e\u043a \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438, \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0434\u0440\u0443\u0433\u0438\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418.        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/ai-in-action\/\" class=\"article-section__link\"><\/p>\n<p>           \u0414\u0440\u0443\u0433\u0438\u0435 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u0438\u0437 \u044d\u0442\u043e\u0439 \u0441\u0435\u0440\u0438\u0438<br \/>\n                      <\/a><\/p>\n<\/section><\/div>\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>\u0422\u043e\u043c\u0430\u0441 \u0425. \u0414\u0430\u0432\u0435\u043d\u043f\u043e\u0440\u0442 <a href=\"https:\/\/x.com\/tdav\" target=\"_blank\" rel=\"noopener noreferrer\">(@tdav)<\/a> \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0437\u0430\u0441\u043b\u0443\u0436\u0435\u043d\u043d\u044b\u043c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440\u043e\u043c \u041f\u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0430 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438 \u043c\u0435\u043d\u0435\u0434\u0436\u043c\u0435\u043d\u0442\u0430, \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u043e\u043c \u0444\u0430\u043a\u0443\u043b\u044c\u0442\u0435\u0442\u0430 \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430 \u041c\u0435\u0442\u0440\u043e\u043f\u0443\u043b\u043e\u0441\u0430 \u0432 \u0411\u044d\u0431\u0441\u043e\u043d-\u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0435 \u0438 \u043d\u0430\u0443\u0447\u043d\u044b\u043c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u043c \u0418\u043d\u0438\u0446\u0438\u0430\u0442\u0438\u0432\u044b \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043f\u043e \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0435. <cite>\u041d\u043e\u0432\u0430\u044f \u043d\u0430\u0443\u043a\u0430 \u0432\u0437\u0430\u0438\u043c\u043e\u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0439 \u0441 \u043a\u043b\u0438\u0435\u043d\u0442\u0430\u043c\u0438: \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043e\u0431\u0435\u0449\u0430\u043d\u0438\u0439 \u00ab\u043e\u0434\u0438\u043d \u043a \u043e\u0434\u043d\u043e\u043c\u0443\u00bb \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0418\u0418<\/cite> (Wiley, 2025). \u0420\u044d\u043d\u0434\u0438 \u0411\u0438\u043d (<a href=\"https:\/\/x.com\/RandyBeanNVP\" target=\"_blank\" rel=\"noopener noreferrer\">@randybeannvp<\/a>) \u0443\u0436\u0435 \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u0442\u044b\u0440\u0435\u0445 \u0434\u0435\u0441\u044f\u0442\u0438\u043b\u0435\u0442\u0438\u0439 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u043d\u0442\u043e\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0439 \u0438\u0437 \u0441\u043f\u0438\u0441\u043a\u0430 Fortune 1000 \u043f\u043e \u0432\u043e\u043f\u0440\u043e\u0441\u0430\u043c \u043b\u0438\u0434\u0435\u0440\u0441\u0442\u0432\u0430 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0418\u0418. \u041e\u043d \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0430\u0432\u0442\u043e\u0440\u043e\u043c \u043a\u043d\u0438\u0433\u0438<cite>Fail Fast, Learn Faster: \u0423\u0440\u043e\u043a\u0438 \u043b\u0438\u0434\u0435\u0440\u0441\u0442\u0432\u0430, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u044d\u043f\u043e\u0445\u0443 \u0440\u0430\u0437\u0440\u0443\u0448\u0435\u043d\u0438\u0439, \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430<\/cite> (\u0423\u0430\u0439\u043b\u0438, 2021).<\/p>\n<\/div><\/div>\n<\/div>\n<p>#\u0422\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 #\u0414\u0430\u043d\u043d\u044b\u0435 #\u041d\u0430\u0443\u043a\u0430<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0422\u0435\u043c\u044b \u00ab\u0418\u0418 \u0432 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0438\u00bb \u0412 \u044d\u0442\u043e\u0439 \u0441\u0435\u0440\u0438\u0438 \u043a\u043e\u043b\u043e\u043d\u043e\u043a \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441\u0430\u043c\u044b\u0435 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438, \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0443\u0441\u043f\u0435\u0448\u043d\u044b\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0434\u0440\u0443\u0433\u0438\u043c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418.<\/p>","protected":false},"author":1,"featured_media":5228,"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-5227","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\/ -->\n<title>Five Trends in AI and Data Science for 2026 - MORE SOURCING LTD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moresourcing.com\/ru\/five-trends-in-ai-and-data-science-for-2026\/\" 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