{"id":13599,"date":"2024-07-28T17:00:03","date_gmt":"2024-07-28T17:00:03","guid":{"rendered":"https:\/\/dailyai.com\/?p=13599"},"modified":"2024-07-29T09:48:32","modified_gmt":"2024-07-29T09:48:32","slug":"ai-models-face-collapse-when-trained-on-ai-generated-data-study-finds","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2024\/07\/ai-models-face-collapse-when-trained-on-ai-generated-data-study-finds\/","title":{"rendered":"\u041c\u043e\u0434\u0435\u043b\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 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441 \u043a\u0440\u0430\u0445\u043e\u043c \u043f\u0440\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0418\u0418, \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u0441\u044f \u0432 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\u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043e\u043d\u0438 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u0441\u0434\u0435\u043b\u043a\u0438 \u0441 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u044b\u043c\u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c\u0438 \u0438 \u0438\u0437\u0434\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430\u043c\u0438, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439, \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u043e\u0439 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c \u0438 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"\u0421\u0443\u0442\u044c \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043c\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u0431\u044b\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u0432\u043d\u0438\u043c\u0430\u0442\u0435\u043b\u044c\u043d\u044b \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u043f\u043e\u043f\u0430\u0434\u0430\u0435\u0442 \u0432 \u043d\u0430\u0448\u0438 \u0443\u0447\u0435\u0431\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435\". <\/span><span style=\"font-weight: 400;\">\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/span><span style=\"font-weight: 400;\"> \u0441\u043e\u0430\u0432\u0442\u043e\u0440 \u0417\u0430\u0445\u0430\u0440 \u0428\u0443\u043c\u0430\u0439\u043b\u043e\u0432 \u0438\u0437 \u041a\u0435\u043c\u0431\u0440\u0438\u0434\u0436\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 <\/span><a href=\"https:\/\/www.nature.com\/articles\/d41586-024-02420-7\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u041f\u0440\u0438\u0440\u043e\u0434\u0435<\/span><\/a><span style=\"font-weight: 400;\">. \"\u0418\u043d\u0430\u0447\u0435 \u0432\u0441\u0435 \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0438\u0434\u0442\u0438 \u043d\u0435 \u0442\u0430\u043a, \u043a\u0430\u043a \u043d\u0430\u0434\u043e\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0423\u0441\u0443\u0433\u0443\u0431\u043b\u044f\u0435\u0442 \u044d\u0442\u043e\u0442 \u044d\u0444\u0444\u0435\u043a\u0442 \u043d\u0435\u0434\u0430\u0432\u043d\u0435\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 <\/span><a href=\"https:\/\/reutersinstitute.politics.ox.ac.uk\/how-many-news-websites-block-ai-crawlers\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/span><\/a><span style=\"font-weight: 400;\"> \u0414\u043e\u043a\u0442\u043e\u0440 \u0420\u0438\u0447\u0430\u0440\u0434 \u0424\u043b\u0435\u0442\u0447\u0435\u0440, \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440 \u043f\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0436\u0443\u0440\u043d\u0430\u043b\u0438\u0441\u0442\u0438\u043a\u0438 Reuters, \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u043b, \u0447\u0442\u043e \u043f\u043e\u0447\u0442\u0438 \u043f\u043e\u043b\u043e\u0432\u0438\u043d\u0430 (48%) \u0441\u0430\u043c\u044b\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u044b\u0445 \u0441\u0430\u0439\u0442\u043e\u0432 \u0432 \u043c\u0438\u0440\u0435 \u0442\u0435\u043f\u0435\u0440\u044c \u043d\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f \u043a\u0440\u0430\u0443\u043b\u0435\u0440\u043e\u0432 OpenAI, \u0430 \u043a\u0440\u0430\u0443\u043b\u0435\u0440\u044b \u0418\u0418 Google \u0437\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u043d\u0430 24% \u0441\u0430\u0439\u0442\u0430\u0445.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u0418\u0418 \u043f\u043e\u043b\u0443\u0447\u0430\u044e\u0442 \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u043c\u0435\u043d\u044c\u0448\u0435\u043c\u0443 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0438 \u0441\u0432\u0435\u0436\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0447\u0435\u043c \u0440\u0430\u043d\u044c\u0448\u0435, \u0447\u0442\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u0442 \u0440\u0438\u0441\u043a \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u043d\u0435\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.\u00a0<\/span><\/p>\n<h2>\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043a\u0440\u0430\u0445\u0430 \u043c\u043e\u0434\u0435\u043b\u0438<\/h2>\n<p><span style=\"font-weight: 400;\">\u0427\u0442\u043e \u043a\u0430\u0441\u0430\u0435\u0442\u0441\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e\u0442, \u0447\u0442\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b\u044c\u043d\u044b\u043c, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0436\u0438\u0437\u043d\u0435\u043d\u043d\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u0431\u0443\u0434\u0443\u0449\u0435\u0433\u043e \u0418\u0418.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u043e\u043c, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u043c \u0418\u0418, \u0442\u0430\u043a\u0436\u0435 \u0431\u044b\u043b\u043e \u0431\u044b \u043f\u043e\u043b\u0435\u0437\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u0435\u0434\u043e\u0442\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u0435\u0433\u043e \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u043e\u0435 \u0437\u0430\u0433\u0440\u044f\u0437\u043d\u0435\u043d\u0438\u0435 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445. \u042d\u0442\u043e \u0431\u044b\u043b\u043e \u0431\u044b \u043e\u0447\u0435\u043d\u044c \u043d\u0435\u043f\u0440\u043e\u0441\u0442\u043e, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043a\u043e\u043d\u0442\u0435\u043d\u0442, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0418\u0418, \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0442\u044c.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0442 \u0447\u0435\u0442\u044b\u0440\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u044f:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u041d\u0430\u043d\u0435\u0441\u0435\u043d\u0438\u0435 \u0432\u043e\u0434\u044f\u043d\u044b\u0445 \u0437\u043d\u0430\u043a\u043e\u0432 \u043d\u0430 \u043a\u043e\u043d\u0442\u0435\u043d\u0442, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u043b\u0438\u0447\u0438\u0442\u044c \u0435\u0433\u043e \u043e\u0442 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0442\u0438\u043c\u0443\u043b\u043e\u0432 \u0434\u043b\u044f \u043b\u044e\u0434\u0435\u0439, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0438 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u043b\u0438 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0432\u044b\u0441\u043e\u043a\u043e\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438 \u0438 \u043a\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0443\u0447\u0435\u0431\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0418\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u0432 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u043e\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c<\/span><\/li>\n<\/ul>\n<h2>\u0420\u0430\u0437\u0440\u0443\u0448\u0435\u043d\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 - \u0440\u0435\u0430\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430<\/h2>\n<p><span style=\"font-weight: 400;\">\u042d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 - \u0434\u0430\u043b\u0435\u043a\u043e \u043d\u0435 \u0435\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435, \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u043e\u0435 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044e \u0440\u0430\u0441\u043f\u0430\u0434\u0430 \u043c\u043e\u0434\u0435\u043b\u0438.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0435 \u0442\u0430\u043a \u0434\u0430\u0432\u043d\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u0421\u0442\u044d\u043d\u0444\u043e\u0440\u0434\u0430 <\/span><a href=\"https:\/\/arxiv.org\/abs\/2404.01413\"><span style=\"font-weight: 400;\">\u0441\u0440\u0430\u0432\u043d\u0438\u043b\u0438 \u0434\u0432\u0430 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f<\/span><\/a><span style=\"font-weight: 400;\"> \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u0438\u0437\u043e\u0439\u0442\u0438 \u043a\u0440\u0430\u0445 \u043c\u043e\u0434\u0435\u043b\u0438: \u043e\u0434\u0438\u043d, \u043a\u043e\u0433\u0434\u0430 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043a\u0430\u0436\u0434\u043e\u0439 \u043d\u043e\u0432\u043e\u0439 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0437\u0430\u043c\u0435\u043d\u044f\u044e\u0442 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0438 \u0434\u0440\u0443\u0433\u043e\u0439, \u043a\u043e\u0433\u0434\u0430 \u0441\u0438\u043d\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043a \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u043c\u0443 \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u0440\u0438 \u0437\u0430\u043c\u0435\u043d\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u0438 \u0431\u044b\u0441\u0442\u0440\u043e \u0443\u0445\u0443\u0434\u0448\u0430\u043b\u0430\u0441\u044c \u043d\u0430 \u0432\u0441\u0435\u0445 \u043f\u0440\u043e\u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u0445.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041e\u0434\u043d\u0430\u043a\u043e, \u043a\u043e\u0433\u0434\u0430 \u0434\u0430\u043d\u043d\u044b\u043c \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u043b\u0438 \"\u043d\u0430\u043a\u0430\u043f\u043b\u0438\u0432\u0430\u0442\u044c\u0441\u044f\", \u043a\u0440\u0430\u0445\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u0443\u0434\u0430\u0432\u0430\u043b\u043e\u0441\u044c \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c. \u0421\u0438\u0441\u0442\u0435\u043c\u044b \u0418\u0418 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u043b\u0438 \u0441\u0432\u043e\u044e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c, \u0430 \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u0435.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u043d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u043e\u043f\u0430\u0441\u0435\u043d\u0438\u044f, \u043a\u0440\u0430\u0445 \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u0434\u0440\u0435\u0448\u0435\u043d\u043d\u044b\u043c \u0444\u0430\u043a\u0442\u043e\u043c - \u043e\u043d \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c, \u0432\u0445\u043e\u0434\u0438\u0442 \u0432 \u043d\u0430\u0431\u043e\u0440, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e\u0442 \u0441\u043e\u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044f \u0441\u0438\u043d\u0442\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438 \u043f\u043e\u0434\u043b\u0438\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0415\u0441\u043b\u0438 \u0432 \u043f\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u043d\u0430\u0447\u043d\u0435\u0442 \u043f\u0440\u043e\u044f\u0432\u043b\u044f\u0442\u044c\u0441\u044f \u043a\u0440\u0430\u0445 \u043c\u043e\u0434\u0435\u043b\u0438, \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u0442\u044c \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u043c, \u0447\u0442\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0418\u0418, \u0431\u0443\u0434\u0443\u0442 \u0438\u0441\u043a\u0430\u0442\u044c \u0434\u043e\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435.\u00a0<\/span><\/p>\n<p>\u041c\u044b \u0435\u0449\u0435 \u043d\u0435 \u0434\u043e\u0448\u043b\u0438 \u0434\u043e \u044d\u0442\u043e\u0433\u043e, \u043d\u043e, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u044d\u0442\u043e \u0432\u043e\u043f\u0440\u043e\u0441 \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0430 \u043d\u0435 \u0441\u043b\u0443\u0447\u0430\u044f.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u041d\u043e\u0432\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0432 \u0436\u0443\u0440\u043d\u0430\u043b\u0435 Nature, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u0447\u0442\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0418\u0418, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 (LLM), \u0431\u044b\u0441\u0442\u0440\u043e \u0441\u043d\u0438\u0436\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438 \u0418\u0418.  \u042d\u0442\u043e \u044f\u0432\u043b\u0435\u043d\u0438\u0435, \u043f\u043e\u043b\u0443\u0447\u0438\u0432\u0448\u0435\u0435 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435 \"\u043a\u043e\u043b\u043b\u0430\u043f\u0441 \u043c\u043e\u0434\u0435\u043b\u0438\", \u043c\u043e\u0436\u0435\u0442 \u0441\u043d\u0438\u0437\u0438\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0431\u0443\u0434\u0443\u0449\u0438\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0418\u0418, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043f\u043e \u043c\u0435\u0440\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0432\u0441\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u043e\u0433\u043e \u0418\u0418, \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u043f\u0430\u0434\u0430\u0442\u044c \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442 \u0438, \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e, \u043f\u0435\u0440\u0435\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u0438 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0435\u0439.  \u0418\u0441\u0441\u043b\u0435\u0434\u0443\u044f \u044d\u0442\u043e\u0442 \u0444\u0435\u043d\u043e\u043c\u0435\u043d, \u0443\u0447\u0435\u043d\u044b\u0435 \u0438\u0437 \u041a\u0435\u043c\u0431\u0440\u0438\u0434\u0436\u0441\u043a\u043e\u0433\u043e, \u041e\u043a\u0441\u0444\u043e\u0440\u0434\u0441\u043a\u043e\u0433\u043e \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u043e\u0432 \u043f\u0440\u043e\u0432\u0435\u043b\u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u044b, \u043f\u043e\u043a\u0430\u0437\u0430\u0432\u0448\u0438\u0435, \u0447\u0442\u043e \u043f\u0440\u0438 \u043c\u043d\u043e\u0433\u043e\u043a\u0440\u0430\u0442\u043d\u043e\u043c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0418\u0418 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0445 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c\u0438 \u0432\u0435\u0440\u0441\u0438\u044f\u043c\u0438, \u043e\u043d\u0438 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0442 \u0432\u044b\u0434\u0430\u0432\u0430\u0442\u044c \u043d\u0435\u043b\u0435\u043f\u044b\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b.  \u042d\u0442\u043e \u0431\u044b\u043b\u043e<\/p>","protected":false},"author":2,"featured_media":13600,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[105,619],"class_list":["post-13599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-machine-learning","tag-model-collapse"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI models face collapse when trained on AI-generated data, study finds | DailyAI<\/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:\/\/dailyai.com\/ru\/2024\/07\/ai-models-face-collapse-when-trained-on-ai-generated-data-study-finds\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI models face collapse when trained on AI-generated data, study finds | DailyAI\" \/>\n<meta property=\"og:description\" content=\"A new study published in Nature reveals that AI models, including large language models (LLMs), rapidly degrade in quality when trained on data generated by previous AI models.\u00a0 This phenomenon, termed &#8220;model collapse,&#8221; could erode the quality of future AI models, particularly as more AI-generated content is released onto the internet and, therefore, recycled and reused in model training data.\u00a0 Investigating this phenomenon, researchers from the University of Cambridge, University of Oxford, and other institutions conducted experiments showing that when AI models are repeatedly trained on data produced by earlier versions of themselves, they start generating nonsensical outputs.\u00a0 This was\" 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