{"id":3464,"date":"2023-08-01T16:34:30","date_gmt":"2023-08-01T16:34:30","guid":{"rendered":"https:\/\/dailyai.com\/?p=3464"},"modified":"2023-08-02T15:13:13","modified_gmt":"2023-08-02T15:13:13","slug":"ai-matches-college-undergrads-solving-reasoning-problems","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2023\/08\/ai-matches-college-undergrads-solving-reasoning-problems\/","title":{"rendered":"\u0418\u0418 \u043f\u043e\u0434\u0431\u0438\u0440\u0430\u0435\u0442 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430, \u0440\u0435\u0448\u0430\u044e\u0449\u0438\u0445 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435"},"content":{"rendered":"<p><strong>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0430\u043c\u0438 \u041a\u0430\u043b\u0438\u0444\u043e\u0440\u043d\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430, \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e GPT-3 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a \u0436\u0435 \u0445\u043e\u0440\u043e\u0448\u043e, \u043a\u0430\u043a \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u044b \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430, \u0440\u0435\u0448\u0430\u044e\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">\u041c\u044b \u0437\u043d\u0430\u0435\u043c, \u0447\u0442\u043e LLM, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a GPT-3, \u0445\u043e\u0440\u043e\u0448\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u044e\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0438\u0445 \u043e\u0431\u0443\u0447\u0438\u043b\u0438, \u043d\u043e \u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u0442\u044c \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u0441\u043e\u043c\u043d\u0435\u043d\u0438\u044f. \u0410\u043d\u0430\u043b\u043e\u0433\u043e\u0432\u044b\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f - \u044d\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043b\u044e\u0434\u0435\u0439 \u0431\u0440\u0430\u0442\u044c \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u0443\u0437\u043d\u0430\u043b\u0438 \u0438\u0437 \u043d\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0433\u043e \u0441 \u043d\u0438\u043c\u0438 \u043e\u043f\u044b\u0442\u0430, \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u044d\u0442\u043e \u043a \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0435, \u0441 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043c\u044b \u0440\u0430\u043d\u044c\u0448\u0435 \u043d\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0438\u0441\u044c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u043c\u0435\u043d\u043d\u043e \u043d\u0430 \u044d\u0442\u0443 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0432\u044b \u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0435\u0441\u044c, \u043a\u043e\u0433\u0434\u0430 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u043e\u0442\u0432\u0435\u0442\u0438\u0442\u044c \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441, \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0432\u044b \u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u0440\u0430\u043d\u044c\u0448\u0435 \u043d\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0438\u0441\u044c. \u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u0442\u044c, \u043e\u0441\u043d\u043e\u0432\u044b\u0432\u0430\u044f\u0441\u044c \u043d\u0430 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u0445. \u0418, \u0441\u0443\u0434\u044f \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, GPT-3 \u0442\u043e\u0436\u0435 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442 \u044d\u0442\u0443 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0421\u0430\u0439\u0442 <\/span><a href=\"https:\/\/www.nature.com\/articles\/s41562-023-01659-w\"><span style=\"font-weight: 400;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u041a\u0430\u043b\u0438\u0444\u043e\u0440\u043d\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430<\/span><\/a><span style=\"font-weight: 400;\"> \u041f\u043e\u0441\u0442\u0430\u0432\u044c\u0442\u0435 GPT-3 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u043d\u0430\u0434 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u043f\u043e\u0445\u043e\u0436\u0438\u0445 \u043d\u0430 <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Raven%27s_Progressive_Matrices\"><span style=\"font-weight: 400;\">\u041f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u044b\u0435 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \u0420\u0430\u0432\u0435\u043d\u0430<\/span><\/a><span style=\"font-weight: 400;\"> \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0432 \u0441\u0435\u0440\u0438\u0438 \u043a\u0430\u0440\u0442\u0438\u043d\u043e\u043a. \u0412\u043e\u0442 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c.<\/span><\/p>\n<figure id=\"attachment_3469\" aria-describedby=\"caption-attachment-3469\" style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-3469\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-300x300.jpg\" alt=\"\u041f\u0440\u0438\u043c\u0435\u0440 \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u043e\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \u0412\u043e\u0440\u043e\u043d\u0430\" width=\"300\" height=\"300\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-300x300.jpg 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-150x150.jpg 150w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-180x180.jpg 180w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-90x90.jpg 90w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-370x370.jpg 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-20x20.jpg 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-740x740.jpg 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-24x24.jpg 24w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-48x48.jpg 48w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix-96x96.jpg 96w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Raven_Matrix.jpg 756w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-3469\" class=\"wp-caption-text\">\u041f\u0440\u0438\u043c\u0435\u0440 \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u043e\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \u0412\u043e\u0440\u043e\u043d\u0430 - \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Raven%27s_Progressive_Matrices\">\u0412\u0438\u043a\u0438\u043f\u0435\u0434\u0438\u044f<\/a><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">GPT-3 \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0441\u044f \u0441 \u0437\u0430\u0434\u0430\u043d\u0438\u0435\u043c 40 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u041a\u0430\u043b\u0438\u0444\u043e\u0440\u043d\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0431\u044b\u043b\u043e \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043e \u043f\u0440\u043e\u0439\u0442\u0438 \u0442\u043e\u0442 \u0436\u0435 \u0442\u0435\u0441\u0442. \u0418\u0418 \u0434\u0430\u0432\u0430\u043b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b \u0432 80% \u0441\u043b\u0443\u0447\u0430\u0435\u0432, \u0432 \u0442\u043e \u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a 40 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0432 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0434\u0430\u0432\u0430\u043b\u0438 \u043e\u043a\u043e\u043b\u043e 60%. \u041b\u0443\u0447\u0448\u0438\u0435 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u044b \u043d\u0430\u0431\u0440\u0430\u043b\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0441\u0442\u043e\u043b\u044c\u043a\u043e \u0436\u0435 \u0431\u0430\u043b\u043b\u043e\u0432, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0438 GPT-3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440 \u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0438\u0438 \u041a\u0430\u043b\u0438\u0444\u043e\u0440\u043d\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0425\u0443\u043d\u0446\u0437\u0438\u043d \u041b\u0443, \u0441\u0442\u0430\u0440\u0448\u0438\u0439 \u0430\u0432\u0442\u043e\u0440 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, \u0441\u043a\u0430\u0437\u0430\u043b: \"\u0423\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u043d\u043e GPT-3 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u043b \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a \u0436\u0435 \u0445\u043e\u0440\u043e\u0448\u043e, \u043a\u0430\u043a \u043b\u044e\u0434\u0438, \u043d\u043e \u0438 \u0441\u043e\u0432\u0435\u0440\u0448\u0430\u043b \u043f\u043e\u0445\u043e\u0436\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u043b\u0438 GPT-3 \u0440\u0435\u0448\u0438\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0434\u0430\u0447 \u043d\u0430 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u044e \u0441\u043b\u043e\u0432. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \"\u0410\u0432\u0442\u043e\u043c\u043e\u0431\u0438\u043b\u044c\" \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \"\u0434\u043e\u0440\u043e\u0433\u0435\" \u0442\u0430\u043a \u0436\u0435, \u043a\u0430\u043a \"\u043b\u043e\u0434\u043a\u0430\" \u043a \u043a\u0430\u043a\u043e\u043c\u0443 \u0441\u043b\u043e\u0432\u0443?\". \u041e\u0442\u0432\u0435\u0442 \u043e\u0447\u0435\u0432\u0438\u0434\u0435\u043d - \"\u0432\u043e\u0434\u0430\", \u043d\u043e \u0442\u0430\u043a\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u0434\u043b\u044f \u0418\u0418.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u043e \u043a\u0440\u0430\u0439\u043d\u0435\u0439 \u043c\u0435\u0440\u0435, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0434\u0443\u043c\u0430\u043b\u0438, \u0447\u0442\u043e \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043d\u0435\u043f\u0440\u043e\u0441\u0442\u043e. \u041e\u043a\u0430\u0437\u0430\u043b\u043e\u0441\u044c, \u0447\u0442\u043e GPT-3 \u043f\u043e\u043a\u0430\u0437\u0430\u043b \u043b\u0443\u0447\u0448\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b, \u0447\u0435\u043c \u0441\u0440\u0435\u0434\u043d\u0438\u0435 \u0430\u0431\u0438\u0442\u0443\u0440\u0438\u0435\u043d\u0442\u044b, \u0441\u0434\u0430\u0432\u0430\u0432\u0448\u0438\u0435 \u044d\u043a\u0437\u0430\u043c\u0435\u043d\u044b \u043d\u0430 \u0430\u0442\u0442\u0435\u0441\u0442\u0430\u0442 \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u0438.<\/span><\/p>\n<h2>GPT-3 \u0431\u043e\u0440\u0435\u0442\u0441\u044f \u0441 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u043e\u0441\u0442\u044b \u0434\u043b\u044f \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430<\/h2>\n<p><span style=\"font-weight: 400;\">\u0421 \u0447\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u0438 \u0418\u0418 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441 \u0442\u0440\u0443\u0434\u043e\u043c, \u0442\u0430\u043a \u044d\u0442\u043e \u0441 \u0437\u0430\u0434\u0430\u0447\u0430\u043c\u0438, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u043c\u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430. \u0415\u0441\u043b\u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u044c GPT-3 \u0441\u043f\u0438\u0441\u043e\u043a \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043c\u043e\u043b\u043e\u0442\u043e\u043a, \u0433\u0432\u043e\u0437\u0434\u044c \u0438 \u043a\u0430\u0440\u0442\u0438\u043d\u0430, \u043e\u043d \u043d\u0435 \u0441\u043c\u043e\u0436\u0435\u0442 \u043d\u0430\u0439\u0442\u0438 \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u043a\u0430\u043a \u043f\u043e\u0432\u0435\u0441\u0438\u0442\u044c \u043a\u0430\u0440\u0442\u0438\u043d\u0443 \u043d\u0430 \u0441\u0442\u0435\u043d\u0443.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0427\u0435\u043b\u043e\u0432\u0435\u043a\u0443 \u043b\u0435\u0433\u043a\u043e \u0440\u0435\u0448\u0430\u0442\u044c \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0432\u0438\u0434\u0435\u0442\u044c, \u0434\u0435\u0440\u0436\u0430\u0442\u044c \u0438 \u043e\u0449\u0443\u0449\u0430\u0442\u044c \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u0432 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u043c. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u043e\u043c\u0443 \u043e\u043f\u044b\u0442\u0443 \u043d\u0430\u0448 \u043c\u043e\u0437\u0433 \u043b\u0435\u0433\u043a\u043e \u0443\u0447\u0438\u0442\u0441\u044f \u0438 \u0440\u0435\u0448\u0430\u0435\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0442\u0430\u043a, \u043a\u0430\u043a \u043d\u0435 \u043c\u043e\u0433\u0443\u0442 \u043c\u043e\u0434\u0435\u043b\u0438 \u0418\u0418. \u0422\u0435\u043c \u043d\u0435 \u043c\u0435\u043d\u0435\u0435, GPT-4 \u0441\u0435\u0439\u0447\u0430\u0441 \u043b\u0443\u0447\u0448\u0435 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441 \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u043c\u0438 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f\u043c\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0425\u043e\u0442\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0441\u043c\u043e\u0433\u043b\u0438 \u0438\u0437\u043c\u0435\u0440\u0438\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c GPT-3, \u043e\u043d\u0438 \u043d\u0435 \u0438\u043c\u0435\u044e\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443 \u043e\u043d \u0441\u043b\u0435\u0434\u0443\u0435\u0442, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043e\u0442\u0432\u0435\u0442\u044b. \u0421\u043b\u0435\u0434\u0443\u0435\u0442 \u043b\u0438 \u043e\u043d \u0442\u043e\u043c\u0443 \u0436\u0435 \u043c\u044b\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0443, \u0447\u0442\u043e \u0438 \u043b\u044e\u0434\u0438, \u0438\u043b\u0438 \u0436\u0435 \u043e\u043d \u0434\u0435\u043b\u0430\u0435\u0442 \u0447\u0442\u043e-\u0442\u043e \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u0438\u043d\u043e\u0435? \u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 GPT-3 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0437\u0430\u043a\u0440\u044b\u0442\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u044e, \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0437\u0430\u0433\u043b\u044f\u043d\u0443\u0442\u044c \u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442 \u0438 \u043f\u043e\u043d\u044f\u0442\u044c, \u0447\u0442\u043e \u0442\u0430\u043c \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0423\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u044d\u0442\u043e\u0433\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0442\u0430\u043b\u043e \u0442\u043e, \u0447\u0442\u043e GPT-3, \u043f\u043e\u0445\u043e\u0436\u0435, \u0441\u043f\u043e\u0441\u043e\u0431\u0435\u043d \u0440\u0435\u0448\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0431\u0435\u0437 \u043a\u0430\u043a\u043e\u0433\u043e-\u043b\u0438\u0431\u043e \u043f\u0440\u044f\u043c\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. \u042d\u0442\u043e \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u0445\u043e\u0436\u0435 \u043d\u0430 \u0442\u043e, \u043a\u0430\u043a \u043b\u044e\u0434\u0438 \u0440\u0435\u0448\u0430\u044e\u0442 \u043d\u043e\u0432\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b. \u041e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f, \u0447\u0442\u043e GPT-4 \u0431\u0443\u0434\u0435\u0442 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u0441 \u044d\u0442\u0438\u043c\u0438 \u0437\u0430\u0434\u0430\u0447\u0430\u043c\u0438 \u0435\u0449\u0435 \u043b\u0443\u0447\u0448\u0435, \u0438 \u043a\u0442\u043e \u0437\u043d\u0430\u0435\u0442, \u043a\u0430\u043a\u0438\u0435 \u0435\u0449\u0435 \"\u043c\u044b\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435\" \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u043e\u044f\u0432\u0438\u0442\u044c\u0441\u044f \u043f\u0440\u0438 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u043c \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0425\u043e\u0442\u044f \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435\u0439 \u0434\u043b\u044f LLM, \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a <a href=\"https:\/\/dailyai.com\/ru\/2023\/07\/googles-ai-turns-vision-language-into-robotic-actions\/\">RT-2 \u043e\u0442 Google<\/a> \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u044b\u043b \u043d\u0435\u0434\u0430\u0432\u043d\u043e \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043d. \u041a\u0430\u043a \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0434\u0435\u043b\u0438 \u0418\u0418 \u043d\u0430\u0447\u043d\u0443\u0442 \"\u0432\u0438\u0434\u0435\u0442\u044c\" \u0438 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u043e\u0439, \u0438\u0445 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043f\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0431\u0443\u0434\u0443\u0442 \u0440\u0430\u0441\u0442\u0438 \u0432 \u0433\u0435\u043e\u043c\u0435\u0442\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u0438\u0438.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0430\u043c\u0438 \u0438\u0437 \u041a\u0430\u043b\u0438\u0444\u043e\u0440\u043d\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430, \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e GPT-3 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a \u0436\u0435 \u0445\u043e\u0440\u043e\u0448\u043e, \u043a\u0430\u043a \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u044b \u0441\u0442\u0430\u0440\u0448\u0438\u0445 \u043a\u0443\u0440\u0441\u043e\u0432 \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430, \u0440\u0435\u0448\u0430\u044e\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435. \u041c\u044b \u0437\u043d\u0430\u0435\u043c, \u0447\u0442\u043e LLM, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a GPT-3, \u0445\u043e\u0440\u043e\u0448\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u044e\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0438\u0445 \u043e\u0431\u0443\u0447\u0438\u043b\u0438, \u043d\u043e \u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u0442\u044c \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u0441\u043e\u043c\u043d\u0435\u043d\u0438\u044f. \u0410\u043d\u0430\u043b\u043e\u0433\u043e\u0432\u044b\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f - \u044d\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043b\u044e\u0434\u0435\u0439 \u0431\u0440\u0430\u0442\u044c \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u0443\u0437\u043d\u0430\u043b\u0438 \u0438\u0437 \u043d\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0433\u043e \u0441 \u043d\u0438\u043c\u0438 \u043e\u043f\u044b\u0442\u0430, \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u044d\u0442\u043e \u043a \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0435, \u0441 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043c\u044b \u0440\u0430\u043d\u044c\u0448\u0435 \u043d\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0438\u0441\u044c. \u0418\u043c\u0435\u043d\u043d\u043e \u043d\u0430 \u044d\u0442\u0443 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0432\u044b 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