{"id":6751,"date":"2026-06-30T00:13:54","date_gmt":"2026-06-29T19:13:54","guid":{"rendered":"https:\/\/cifrum.kz\/meta-brain2qwerty-v2-mi-signaldary-matin\/"},"modified":"2026-06-30T00:13:54","modified_gmt":"2026-06-29T19:13:54","slug":"meta-brain2qwerty-v2-mi-signaldary-matin","status":"publish","type":"post","link":"https:\/\/cifrum.kz\/kk\/meta-brain2qwerty-v2-mi-signaldary-matin\/","title":{"rendered":"Meta Brain2Qwerty v2 \u0436\u04af\u0439\u0435\u0441\u0456\u043d \u0442\u0430\u043d\u044b\u0441\u0442\u044b\u0440\u0434\u044b: \u0442\u0435\u0440\u0456\u043b\u0456\u043f \u0436\u0430\u0442\u049b\u0430\u043d \u043c\u04d9\u0442\u0456\u043d\u0434\u0456 \u043c\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u0434\u0430\u0440\u044b\u043d\u0430\u043d \u0434\u0435\u043a\u043e\u0434\u0442\u0430\u0443"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Meta 29 \u043c\u0430\u0443\u0441\u044b\u043c\u0434\u0430 Brain2Qwerty v2 \u0437\u0435\u0440\u0442\u0442\u0435\u0443 \u0436\u04af\u0439\u0435\u0441\u0456\u043d \u0442\u0430\u043d\u044b\u0441\u0442\u044b\u0440\u0434\u044b. \u041e\u043b \u043c\u0430\u0433\u043d\u0438\u0442\u043e\u044d\u043d\u0446\u0435\u0444\u0430\u043b\u043e\u0433\u0440\u0430\u0444\u0438\u044f \u0430\u0440\u049b\u044b\u043b\u044b \u0430\u043b\u044b\u043d\u0493\u0430\u043d \u04af\u0437\u0434\u0456\u043a\u0441\u0456\u0437 \u043c\u0438 \u0431\u0435\u043b\u0441\u0435\u043d\u0434\u0456\u043b\u0456\u0433\u0456 \u0436\u0430\u0437\u0431\u0430\u043b\u0430\u0440\u044b\u043d\u0430\u043d \u0430\u0434\u0430\u043c \u0442\u0435\u0440\u0456\u043f \u0436\u0430\u0442\u049b\u0430\u043d \u0441\u04e9\u0439\u043b\u0435\u043c\u0434\u0435\u0440\u0434\u0456 \u0434\u0435\u043a\u043e\u0434\u0442\u0430\u0439\u0434\u044b. <a href=\"https:\/\/ai.meta.com\/blog\/brain2qwerty-brain-ai-human-communication\/\" target=\"_blank\" rel=\"noopener noreferrer\">Meta \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0441\u044b\u043d\u044b\u04a3 \u0440\u0435\u0441\u043c\u0438 \u0445\u0430\u0431\u0430\u0440\u043b\u0430\u043c\u0430\u0441\u044b\u043d\u0430<\/a> \u0441\u04d9\u0439\u043a\u0435\u0441, \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u0434\u0435\u0433\u0456 \u0441\u04e9\u0437\u0434\u0435\u0440\u0434\u0456 \u0442\u0430\u043d\u0443\u0434\u044b\u04a3 \u043e\u0440\u0442\u0430\u0448\u0430 \u0434\u04d9\u043b\u0434\u0456\u0433\u0456 61%, \u0430\u043b \u0435\u04a3 \u0436\u0430\u049b\u0441\u044b \u043d\u04d9\u0442\u0438\u0436\u0435 \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0435\u043d \u049b\u0430\u0442\u044b\u0441\u0443\u0448\u044b\u0434\u0430 78% \u0431\u043e\u043b\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0416\u04af\u0439\u0435 \u0430\u0434\u0430\u043c\u043d\u044b\u04a3 \u0435\u0440\u043a\u0456\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0430\u0441\u044b\u0440\u044b\u043d \u043e\u0439\u043b\u0430\u0440\u044b\u043d \u043e\u049b\u044b\u043c\u0430\u0439\u0434\u044b. \u0422\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u0434\u0435 \u0434\u0435\u043d\u0456 \u0441\u0430\u0443 \u0435\u0440\u0456\u043a\u0442\u0456\u043b\u0435\u0440 \u0430\u043b\u0434\u044b\u043c\u0435\u043d \u0434\u0430\u0439\u044b\u043d \u0441\u04e9\u0439\u043b\u0435\u043c\u0434\u0435\u0440\u0434\u0456 \u0435\u0441\u0442\u0456\u043f, \u043a\u0435\u0439\u0456\u043d \u043a\u0456\u0434\u0456\u0440\u0456\u0441\u0442\u0435\u043d \u0441\u043e\u04a3 \u043e\u043b\u0430\u0440\u0434\u044b \u041c\u042d\u0413 \u0441\u043a\u0430\u043d\u0435\u0440\u0456\u043d\u0456\u04a3 \u0456\u0448\u0456\u043d\u0434\u0435 \u043f\u0435\u0440\u043d\u0435\u0442\u0430\u049b\u0442\u0430\u043c\u0435\u043d \u0442\u0435\u0440\u0433\u0435\u043d. Brain2Qwerty v2 \u0434\u04d9\u043b \u043e\u0441\u044b \u0431\u0430\u049b\u044b\u043b\u0430\u043d\u0430\u0442\u044b\u043d \u043c\u04d9\u0442\u0456\u043d \u0442\u0435\u0440\u0443 \u043a\u0435\u0437\u0456\u043d\u0434\u0435\u0433\u0456 \u043c\u0438 \u0431\u0435\u043b\u0441\u0435\u043d\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u0442\u0430\u043b\u0434\u0430\u0493\u0430\u043d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Brain2Qwerty v2 \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0456 \u049b\u0430\u043b\u0430\u0439 \u0436\u04af\u0440\u0433\u0456\u0437\u0456\u043b\u0434\u0456<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/facebookresearch.github.io\/brain2qwerty\/assets\/brain2qwerty_v2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Brain2Qwerty v2 \u043f\u0440\u0435\u043f\u0440\u0438\u043d\u0442\u0456\u043d\u0434\u0435<\/a> \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0448\u0456\u043b\u0435\u0440 \u0442\u043e\u0493\u044b\u0437 \u0434\u0435\u043d\u0456 \u0441\u0430\u0443 \u049b\u0430\u0442\u044b\u0441\u0443\u0448\u044b\u0434\u0430\u043d \u0448\u0430\u043c\u0430\u043c\u0435\u043d 22 \u043c\u044b\u04a3 \u0441\u04e9\u0439\u043b\u0435\u043c \u0436\u0438\u043d\u0430\u0493\u0430\u043d\u044b \u0436\u0430\u0437\u044b\u043b\u0493\u0430\u043d. \u04d8\u0440 \u0435\u0440\u0456\u043a\u0442\u0456 \u041c\u042d\u0413 \u049b\u04b1\u0440\u044b\u043b\u0493\u044b\u0441\u044b\u043d\u0434\u0430 \u0448\u0430\u043c\u0430\u043c\u0435\u043d \u043e\u043d \u0441\u0430\u0493\u0430\u0442 \u04e9\u0442\u043a\u0456\u0437\u0433\u0435\u043d, \u0430\u043b \u0436\u0430\u0437\u0431\u0430\u043b\u0430\u0440\u0434\u044b\u04a3 \u0436\u0430\u043b\u043f\u044b \u043a\u04e9\u043b\u0435\u043c\u0456 90 \u0441\u0430\u0493\u0430\u0442\u049b\u0430 \u0436\u0443\u044b\u049b \u0431\u043e\u043b\u0493\u0430\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0430\u0433\u043d\u0438\u0442\u043e\u044d\u043d\u0446\u0435\u0444\u0430\u043b\u043e\u0433\u0440\u0430\u0444\u0438\u044f \u0445\u0438\u0440\u0443\u0440\u0433\u0438\u044f\u043b\u044b\u049b \u0430\u0440\u0430\u043b\u0430\u0441\u0443\u0434\u044b \u049b\u0430\u0436\u0435\u0442 \u0435\u0442\u043f\u0435\u0439\u0434\u0456: \u0431\u0430\u0441\u0442\u044b\u04a3 \u0441\u044b\u0440\u0442\u044b\u043d\u0434\u0430\u0493\u044b \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440 \u043d\u0435\u0439\u0440\u043e\u043d\u0434\u0430\u0440 \u0436\u04b1\u043c\u044b\u0441\u044b \u043a\u0435\u0437\u0456\u043d\u0434\u0435 \u043f\u0430\u0439\u0434\u0430 \u0431\u043e\u043b\u0430\u0442\u044b\u043d \u04d9\u043b\u0441\u0456\u0437 \u043c\u0430\u0433\u043d\u0438\u0442 \u04e9\u0440\u0456\u0441\u0442\u0435\u0440\u0456\u043d \u04e9\u043b\u0448\u0435\u0439\u0434\u0456. \u04d8\u0440 \u043f\u0435\u0440\u043d\u0435 \u0431\u0430\u0441\u044b\u043b\u0493\u0430\u043d \u043d\u0430\u049b\u0442\u044b \u0443\u0430\u049b\u044b\u0442\u0442\u044b \u049b\u0430\u0436\u0435\u0442 \u0435\u0442\u043a\u0435\u043d \u0430\u043b\u0493\u0430\u0448\u049b\u044b \u043d\u04b1\u0441\u049b\u0430\u0434\u0430\u043d \u0430\u0439\u044b\u0440\u043c\u0430\u0448\u044b\u043b\u044b\u0493\u044b, \u0436\u0430\u04a3\u0430 \u0436\u04af\u0439\u0435 \u04af\u0437\u0434\u0456\u043a\u0441\u0456\u0437 \u0441\u0438\u0433\u043d\u0430\u043b\u0434\u044b \u04e9\u04a3\u0434\u0435\u043f, \u043d\u0430\u049b\u0442\u044b \u0443\u0430\u049b\u044b\u0442\u049b\u0430 \u0436\u0430\u049b\u044b\u043d \u0440\u0435\u0436\u0438\u043c\u0434\u0435 \u0441\u04e9\u0439\u043b\u0435\u043c \u0436\u0430\u0441\u0430\u0443\u0493\u0430 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0416\u04af\u0439\u0435 \u0441\u0438\u0433\u043d\u0430\u043b\u0434\u0430\u0440\u0434\u044b \u043c\u04d9\u0442\u0456\u043d\u0433\u0435 \u049b\u0430\u043b\u0430\u0439 \u0430\u0439\u043d\u0430\u043b\u0434\u044b\u0440\u0430\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u04af\u0448 \u043c\u043e\u0434\u0443\u043b\u044c\u0434\u0435\u043d \u0442\u04b1\u0440\u0430\u0434\u044b. \u0411\u0456\u0440\u0456\u043d\u0448\u0456\u0441\u0456 \u04af\u0437\u0434\u0456\u043a\u0441\u0456\u0437 \u041c\u042d\u0413 \u0436\u0430\u0437\u0431\u0430\u043b\u0430\u0440\u044b\u043d\u0430\u043d \u0442\u0430\u04a3\u0431\u0430\u043b\u0430\u0440 \u043c\u0435\u043d \u043f\u0435\u0440\u043d\u0435 \u0431\u0430\u0441\u0443\u0493\u0430 \u049b\u0430\u0442\u044b\u0441\u0442\u044b \u0431\u0435\u043b\u0433\u0456\u043b\u0435\u0440\u0434\u0456 \u0431\u04e9\u043b\u0456\u043f \u0430\u043b\u0430\u0434\u044b. \u0415\u043a\u0456\u043d\u0448\u0456\u0441\u0456 \u043d\u0435\u0439\u0440\u043e\u043d\u0434\u044b\u049b \u0441\u0438\u0433\u043d\u0430\u043b\u0434\u044b\u04a3 \u0431\u04e9\u043b\u0456\u043a\u0442\u0435\u0440\u0456\u043d \u0441\u04e9\u0437\u0434\u0435\u0440\u0434\u0456\u04a3 \u0441\u0430\u043d\u0434\u044b\u049b \u043a\u04e9\u0440\u0456\u043d\u0456\u0441\u0442\u0435\u0440\u0456\u043c\u0435\u043d \u0441\u04d9\u0439\u043a\u0435\u0441\u0442\u0435\u043d\u0434\u0456\u0440\u0435\u0434\u0456. \u041e\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u049b\u043e\u0441\u044b\u043c\u0448\u0430 \u04af\u0439\u0440\u0435\u0442\u0456\u043b\u0433\u0435\u043d \u04af\u043b\u043a\u0435\u043d \u0442\u0456\u043b\u0434\u0456\u043a \u043c\u043e\u0434\u0435\u043b\u044c \u0430\u043b\u0434\u044b\u043d \u0430\u043b\u0430 \u0442\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0442\u0430\u04a3\u0431\u0430\u043b\u0430\u0440 \u043c\u0435\u043d \u041c\u042d\u0413 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0431\u0456\u0440\u0433\u0435 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043f, \u049b\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b \u0441\u04e9\u0439\u043b\u0435\u043c\u0434\u0456 \u049b\u04b1\u0440\u0430\u0441\u0442\u044b\u0440\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440 \u0436\u04af\u0439\u0435\u043d\u0456\u04a3 \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u044b\u049b \u043a\u043e\u0434\u044b\u043d \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u0443 \u043d\u04b1\u0441\u049b\u0430\u043b\u0430\u0440\u044b\u043d \u0456\u0437\u0434\u0435\u0443 \u04af\u0448\u0456\u043d \u0416\u0418 \u0430\u0433\u0435\u043d\u0442\u0442\u0435\u0440\u0456\u043d \u0434\u0435 \u049b\u043e\u043b\u0434\u0430\u043d\u0493\u0430\u043d. Meta \u0445\u0430\u0431\u0430\u0440\u043b\u0430\u043c\u0430\u0441\u044b\u043d\u0434\u0430 \u0441\u043e\u04a3\u0493\u044b \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u043b\u0430\u0440\u0434\u044b \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0434\u044b \u0436\u04af\u0439\u0435 \u0435\u043c\u0435\u0441, \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043b\u0435\u0440 \u0442\u0430\u04a3\u0434\u0430\u0493\u0430\u043d\u044b \u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u043b\u0433\u0435\u043d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">61% \u0436\u04d9\u043d\u0435 78% \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448\u0442\u0435\u0440\u0456 \u043d\u0435\u043d\u0456 \u0431\u0456\u043b\u0434\u0456\u0440\u0435\u0434\u0456<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0435\u043f\u0440\u0438\u043d\u0442\u0442\u0435 \u0441\u04e9\u0437\u0434\u0435\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u043e\u0440\u0442\u0430\u0448\u0430 \u049b\u0430\u0442\u0435 \u0434\u0435\u04a3\u0433\u0435\u0439\u0456, \u044f\u0493\u043d\u0438 WER, 39% \u0434\u0435\u043f \u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u043b\u0433\u0435\u043d. \u0411\u04b1\u043b \u0434\u04b1\u0440\u044b\u0441 \u0442\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0441\u04e9\u0437\u0434\u0435\u0440\u0434\u0456\u04a3 61%-\u044b\u043d\u0430 \u0441\u04d9\u0439\u043a\u0435\u0441 \u043a\u0435\u043b\u0435\u0434\u0456. \u0415\u04a3 \u04af\u0437\u0434\u0456\u043a \u049b\u0430\u0442\u044b\u0441\u0443\u0448\u044b\u0434\u0430 \u0434\u04d9\u043b\u0434\u0456\u043a 78%-\u0493\u0430 \u0436\u0435\u0442\u043a\u0435\u043d; Meta \u043e\u043d\u044b\u04a3 \u0441\u04e9\u0439\u043b\u0435\u043c\u0434\u0435\u0440\u0456\u043d\u0456\u04a3 \u0436\u0430\u0440\u0442\u044b\u0441\u044b\u043d\u0430\u043d \u043a\u04e9\u0431\u0456 \u0431\u0456\u0440 \u0441\u04e9\u0437\u0434\u0456\u043a \u049b\u0430\u0442\u0435\u043c\u0435\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u0430\u0442\u0435\u0441\u0456\u0437 \u049b\u0430\u043b\u043f\u044b\u043d\u0430 \u043a\u0435\u043b\u0442\u0456\u0440\u0456\u043b\u0433\u0435\u043d\u0456\u043d \u0445\u0430\u0431\u0430\u0440\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u04b1\u043b \u0441\u0430\u043d\u0434\u0430\u0440 \u0442\u043e\u0493\u044b\u0437 \u049b\u0430\u0442\u044b\u0441\u0443\u0448\u044b\u0493\u0430 \u0436\u04d9\u043d\u0435 \u043d\u0430\u049b\u0442\u044b \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u043b\u0456\u043a \u0445\u0430\u0442\u0442\u0430\u043c\u0430\u0493\u0430 \u0493\u0430\u043d\u0430 \u049b\u0430\u0442\u044b\u0441\u0442\u044b. <a href=\"https:\/\/cifrum.kz\/kk\/glm-5-2-claude-kiberkauipsizdik-synaktary\/\">\u0416\u0418 \u0436\u04af\u0439\u0435\u043b\u0435\u0440\u0456\u043d \u0436\u0435\u043a\u0435\u043b\u0435\u0433\u0435\u043d \u0441\u044b\u043d\u0430\u049b\u0442\u0430\u0440\u0434\u0430 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443<\/a> \u0436\u0430\u0493\u0434\u0430\u0439\u044b\u043d\u0434\u0430\u0493\u044b\u0434\u0430\u0439, \u043d\u04d9\u0442\u0438\u0436\u0435\u043d\u0456 \u0431\u0430\u0440\u043b\u044b\u049b \u043c\u0456\u043d\u0434\u0435\u0442\u043a\u0435 \u0442\u0430\u0440\u0430\u0442\u0443\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u0434\u0430\u0439\u044b\u043d \u0434\u0435\u043f \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443\u0493\u0430 \u0431\u043e\u043b\u043c\u0430\u0439\u0434\u044b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0422\u0456\u043b\u0434\u0456\u043a \u043c\u043e\u0434\u0435\u043b\u044c \u043c\u0430\u0493\u044b\u043d\u0430\u043b\u044b, \u0431\u0456\u0440\u0430\u049b \u049b\u0430\u0442\u0435 \u0441\u04e9\u0439\u043b\u0435\u043c \u049b\u04b1\u0440\u0430\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u049a\u043e\u0441\u044b\u043c\u0448\u0430 \u04af\u0439\u0440\u0435\u0442\u0456\u043b\u0433\u0435\u043d \u0442\u0456\u043b\u0434\u0456\u043a \u043c\u043e\u0434\u0435\u043b\u044c \u0448\u0443\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0435\u043d \u043c\u0430\u0493\u044b\u043d\u0430\u043b\u044b \u0441\u04e9\u0439\u043b\u0435\u043c \u049b\u0430\u043b\u043f\u044b\u043d\u0430 \u043a\u0435\u043b\u0442\u0456\u0440\u0443\u0433\u0435 \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0434\u0456, \u0431\u0456\u0440\u0430\u049b \u0436\u0435\u043a\u0435 \u0442\u04d9\u0443\u0435\u043a\u0435\u043b \u0434\u0435 \u0442\u0443\u0493\u044b\u0437\u0430\u0434\u044b. \u041f\u0440\u0435\u043f\u0440\u0438\u043d\u0442 \u0430\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u0441\u0438\u0433\u043d\u0430\u043b \u0441\u0430\u043f\u0430\u0441\u044b \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0441\u0456\u0437 \u0431\u043e\u043b\u0493\u0430\u043d\u0434\u0430 \u0436\u04af\u0439\u0435 \u0433\u0440\u0430\u043c\u043c\u0430\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u0436\u0430\u0493\u044b\u043d\u0430\u043d \u0434\u04b1\u0440\u044b\u0441, \u0431\u0456\u0440\u0430\u049b \u0431\u0430\u0441\u0442\u0430\u043f\u049b\u044b \u0441\u04e9\u0439\u043b\u0435\u043c\u043d\u0435\u043d \u0435\u0434\u04d9\u0443\u0456\u0440 \u04e9\u0437\u0433\u0435\u0448\u0435 \u043c\u04d9\u0442\u0456\u043d \u049b\u04b1\u0440\u0430\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d \u0435\u043a\u0435\u043d\u0456\u043d \u0430\u0442\u0430\u043f \u04e9\u0442\u0442\u0456. \u041c\u0435\u0434\u0438\u0446\u0438\u043d\u0430\u043b\u044b\u049b \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0456 \u04af\u0448\u0456\u043d \u043c\u04b1\u043d\u0434\u0430\u0439 \u049b\u0430\u0442\u0435 \u0430\u0441\u0430 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">v2 Nature \u0436\u0443\u0440\u043d\u0430\u043b\u044b\u043d\u0434\u0430 \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u0493\u0430\u043d \u0430\u043b\u0493\u0430\u0448\u049b\u044b \u043d\u04b1\u0441\u049b\u0430\u0434\u0430\u043d \u043d\u0435\u0441\u0456\u043c\u0435\u043d \u0435\u0440\u0435\u043a\u0448\u0435\u043b\u0435\u043d\u0435\u0434\u0456<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">v2 \u0442\u0430\u043d\u044b\u0441\u0442\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u043a\u04af\u043d\u0456 Nature Neuroscience \u0436\u0443\u0440\u043d\u0430\u043b\u044b <a href=\"https:\/\/www.nature.com\/articles\/s41593-026-02303-2\" target=\"_blank\" rel=\"noopener noreferrer\">\u0430\u043b\u0493\u0430\u0448\u049b\u044b Brain2Qwerty \u0442\u0443\u0440\u0430\u043b\u044b \u0440\u0435\u0446\u0435\u043d\u0437\u0438\u044f\u043b\u0430\u043d\u0493\u0430\u043d \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0434\u0456<\/a> \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u0434\u044b. \u041e\u0493\u0430\u043d 35 \u0434\u0435\u043d\u0456 \u0441\u0430\u0443 \u0435\u0440\u0456\u043a\u0442\u0456 \u049b\u0430\u0442\u044b\u0441\u049b\u0430\u043d, \u0430\u043b \u0436\u04af\u0439\u0435 \u041c\u042d\u0413 \u0436\u04d9\u043d\u0435 \u042d\u042d\u0413 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0436\u0435\u043a\u0435 \u0442\u0430\u04a3\u0431\u0430\u043b\u0430\u0440\u0434\u044b \u0442\u0430\u043d\u044b\u0493\u0430\u043d. \u049a\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b \u043c\u0430\u049b\u0430\u043b\u0430\u0434\u0430 \u041c\u042d\u0413 \u04af\u0448\u0456\u043d \u0442\u0430\u04a3\u0431\u0430\u043b\u0430\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u043e\u0440\u0442\u0430\u0448\u0430 \u049b\u0430\u0442\u0435 29%, \u042d\u042d\u0413 \u04af\u0448\u0456\u043d 65% \u0431\u043e\u043b\u0493\u0430\u043d\u044b, \u0430\u043b \u041c\u042d\u0413 \u049b\u043e\u043b\u0434\u0430\u043d\u0493\u0430\u043d \u04af\u0437\u0434\u0456\u043a \u049b\u0430\u0442\u044b\u0441\u0443\u0448\u044b\u043b\u0430\u0440\u0434\u0430 \u0431\u04b1\u043b \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448 18%-\u0493\u0430 \u0434\u0435\u0439\u0456\u043d \u0442\u04e9\u043c\u0435\u043d\u0434\u0435\u0433\u0435\u043d\u0456 \u0436\u0430\u0437\u044b\u043b\u0493\u0430\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u0456\u0440\u0456\u043d\u0448\u0456 \u0436\u04d9\u043d\u0435 \u0435\u043a\u0456\u043d\u0448\u0456 \u043d\u04b1\u0441\u049b\u0430\u043d\u044b\u04a3 \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448\u0442\u0435\u0440\u0456\u043d \u0442\u0456\u043a\u0435\u043b\u0435\u0439 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443\u0493\u0430 \u0431\u043e\u043b\u043c\u0430\u0439\u0434\u044b: Nature \u043c\u0430\u049b\u0430\u043b\u0430\u0441\u044b \u0442\u0430\u04a3\u0431\u0430\u043b\u0430\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u049b\u0430\u0442\u0435 \u0434\u0435\u04a3\u0433\u0435\u0439\u0456\u043d \u04e9\u043b\u0448\u0435\u0439\u0434\u0456, \u0430\u043b v2-\u043d\u0456\u04a3 \u043d\u0435\u0433\u0456\u0437\u0433\u0456 \u043d\u04d9\u0442\u0438\u0436\u0435\u0441\u0456 \u0441\u04e9\u0437\u0434\u0435\u0440 \u0434\u04d9\u043b\u0434\u0456\u0433\u0456 \u0430\u0440\u049b\u044b\u043b\u044b \u0431\u0435\u0440\u0456\u043b\u0433\u0435\u043d. \u0411\u04b1\u0493\u0430\u043d \u049b\u043e\u0441\u0430, v2 \u04d9\u0437\u0456\u0440\u0433\u0435 \u043f\u0440\u0435\u043f\u0440\u0438\u043d\u0442 \u0440\u0435\u0442\u0456\u043d\u0434\u0435 \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u0434\u044b \u0436\u04d9\u043d\u0435 \u0431\u04e9\u043b\u0435\u043a \u0436\u0443\u0440\u043d\u0430\u043b\u0434\u044b\u049b \u0440\u0435\u0446\u0435\u043d\u0437\u0438\u044f\u0434\u0430\u043d \u04e9\u0442\u043a\u0435\u043d \u0436\u043e\u049b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u043b\u0438\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u0434\u0435\u0439\u0456\u043d \u043c\u0430\u04a3\u044b\u0437\u0434\u044b \u0448\u0435\u043a\u0442\u0435\u0443\u043b\u0435\u0440 \u0431\u0430\u0440<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Brain2Qwerty v2 \u0441\u04e9\u0439\u043b\u0435\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u043e\u0437\u0493\u0430\u043b\u0443 \u049b\u0430\u0431\u0456\u043b\u0435\u0442\u0456\u043d \u0436\u043e\u0493\u0430\u043b\u0442\u049b\u0430\u043d \u043f\u0430\u0446\u0438\u0435\u043d\u0442\u0442\u0435\u0440\u0434\u0435 \u0435\u043c\u0435\u0441, \u0434\u0435\u043d\u0456 \u0441\u0430\u0443 \u0430\u0434\u0430\u043c\u0434\u0430\u0440\u0434\u0430 \u0441\u044b\u043d\u0430\u043b\u0434\u044b. \u04d8\u0437\u0456\u0440\u043b\u0435\u0443\u0448\u0456\u043b\u0435\u0440 \u0434\u04d9\u043b\u0434\u0456\u043a \u043a\u04af\u043d\u0434\u0435\u043b\u0456\u043a\u0442\u0456 \u049b\u0430\u0440\u044b\u043c-\u049b\u0430\u0442\u044b\u043d\u0430\u0441 \u04af\u0448\u0456\u043d \u04d9\u043b\u0456 \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0441\u0456\u0437 \u0435\u043a\u0435\u043d\u0456\u043d \u043c\u043e\u0439\u044b\u043d\u0434\u0430\u0439\u0434\u044b. \u0421\u043e\u043d\u044b\u043c\u0435\u043d \u049b\u0430\u0442\u0430\u0440 \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0434\u0435 \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u041c\u042d\u0413 \u0441\u043a\u0430\u043d\u0435\u0440\u0456 \u043a\u04e9\u043f\u0442\u0435\u0433\u0435\u043d \u043a\u043b\u0438\u043d\u0438\u043a\u0430 \u043c\u0435\u043d \u043f\u0430\u0446\u0438\u0435\u043d\u0442 \u04af\u0448\u0456\u043d \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0441\u0456\u0437 \u0456\u0440\u0456 \u04d9\u0440\u0456 \u049b\u044b\u043c\u0431\u0430\u0442 \u0436\u0430\u0431\u0434\u044b\u049b \u0431\u043e\u043b\u044b\u043f \u049b\u0430\u043b\u0430 \u0431\u0435\u0440\u0435\u0434\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meta \u0431\u04b1\u043b \u0436\u04b1\u043c\u044b\u0441\u0442\u044b \u0431\u043e\u043b\u0430\u0448\u0430\u049b\u0442\u0430\u0493\u044b \u0438\u043d\u0432\u0430\u0437\u0438\u0432\u0442\u0456 \u0435\u043c\u0435\u0441 \u043c\u0438\u2013\u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u044b\u049b\u0442\u0438\u043c\u0430\u043b \u0431\u0430\u0493\u044b\u0442\u044b \u0440\u0435\u0442\u0456\u043d\u0434\u0435 \u049b\u0430\u0440\u0430\u0441\u0442\u044b\u0440\u0430\u0434\u044b. \u0411\u0456\u0440\u0430\u049b \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u0493\u0430\u043d \u043d\u04d9\u0442\u0438\u0436\u0435\u043b\u0435\u0440 \u0434\u0430\u0439\u044b\u043d \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0430\u043b\u044b\u049b \u049b\u04b1\u0440\u044b\u043b\u0493\u044b \u0431\u0430\u0440 \u0435\u043a\u0435\u043d\u0456\u043d \u0434\u04d9\u043b\u0435\u043b\u0434\u0435\u043c\u0435\u0439\u0434\u0456. \u0422\u04d9\u0436\u0456\u0440\u0438\u0431\u0435 \u043c\u0435\u043d \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u0434\u0438\u0430\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u0430\u043d\u044b \u0430\u0436\u044b\u0440\u0430\u0442\u0443 <a href=\"https:\/\/cifrum.kz\/kk\/mrt-ny-ai-arqyly-taldau-zhana-neirozheli-mi-patologiyalaryn-diagnostikalaudy-zhedeldetuge-uade-beredi\/\">\u043c\u0438 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u043b\u0434\u0430\u0439\u0442\u044b\u043d \u0431\u0430\u0441\u049b\u0430 \u0416\u0418 \u0436\u04af\u0439\u0435\u043b\u0435\u0440\u0456\u043d<\/a> \u0431\u0430\u0493\u0430\u043b\u0430\u0493\u0430\u043d\u0434\u0430 \u0434\u0430 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u043e\u0434 \u0430\u0448\u044b\u049b, v2 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456 \u04d9\u0437\u0456\u0440\u0433\u0435 \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0441\u0456\u0437<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Meta <a href=\"https:\/\/github.com\/facebookresearch\/brain2qwerty\" target=\"_blank\" rel=\"noopener noreferrer\">Brain2Qwerty v1 \u0436\u04d9\u043d\u0435 v2 \u043e\u049b\u044b\u0442\u0443 \u043a\u043e\u0434\u044b\u043d GitHub-\u0442\u0430<\/a> \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u0434\u044b. \u0411\u0430\u0441\u043a \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u0442\u0456\u043a \u0493\u044b\u043b\u044b\u043c, \u043c\u0438 \u0436\u04d9\u043d\u0435 \u0442\u0456\u043b \u043e\u0440\u0442\u0430\u043b\u044b\u0493\u044b <a href=\"https:\/\/huggingface.co\/datasets\/bcbl190626\/SpanishBCBL\" target=\"_blank\" rel=\"noopener noreferrer\">\u0430\u043b\u0493\u0430\u0448\u049b\u044b \u043d\u04b1\u0441\u049b\u0430\u043d\u044b\u04a3 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d Hugging Face \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u0441\u044b\u043d\u0430<\/a> \u043e\u0440\u043d\u0430\u043b\u0430\u0441\u0442\u044b\u0440\u0434\u044b. \u0416\u043e\u0431\u0430 \u0431\u0435\u0442\u0456\u043d\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441, v2 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456 \u0493\u044b\u043b\u044b\u043c\u0438 \u043c\u0430\u049b\u0430\u043b\u0430 \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u043d\u0493\u0430\u043d\u0493\u0430 \u0434\u0435\u0439\u0456\u043d \u044d\u043c\u0431\u0430\u0440\u0433\u043e\u0434\u0430 \u049b\u0430\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0414\u0435\u0440\u0435\u043a\u043a\u04e9\u0437\u0434\u0435\u0440:<\/strong> <a href=\"https:\/\/ai.meta.com\/blog\/brain2qwerty-brain-ai-human-communication\/\" target=\"_blank\" rel=\"noopener noreferrer\">Meta AI<\/a>, <a href=\"https:\/\/facebookresearch.github.io\/brain2qwerty\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain2Qwerty \u0440\u0435\u0441\u043c\u0438 \u0431\u0435\u0442\u0456<\/a>, <a href=\"https:\/\/facebookresearch.github.io\/brain2qwerty\/assets\/brain2qwerty_v2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">v2 \u043f\u0440\u0435\u043f\u0440\u0438\u043d\u0442\u0456<\/a>, <a href=\"https:\/\/www.nature.com\/articles\/s41593-026-02303-2\" target=\"_blank\" rel=\"noopener noreferrer\">Nature Neuroscience<\/a>, <a href=\"https:\/\/github.com\/facebookresearch\/brain2qwerty\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0421\u0443\u0440\u0435\u0442 Cifrum.kz \u04af\u0448\u0456\u043d \u0436\u0430\u0441\u0430\u043d\u0434\u044b \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0436\u0430\u0441\u0430\u043b\u0434\u044b \u0436\u04d9\u043d\u0435 \u0442\u04b1\u0436\u044b\u0440\u044b\u043c\u0434\u0430\u043c\u0430\u043b\u044b\u049b \u0441\u0438\u043f\u0430\u0442\u049b\u0430 \u0438\u0435. \u041e\u043b Meta \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0441\u044b\u043d\u044b\u04a3 \u043d\u0430\u049b\u0442\u044b \u0436\u0430\u0431\u0434\u044b\u0493\u044b\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u043a\u043b\u0438\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u043f\u0440\u043e\u0446\u0435\u0434\u0443\u0440\u0430\u043d\u044b \u043a\u04e9\u0440\u0441\u0435\u0442\u043f\u0435\u0439\u0434\u0456.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Brain2Qwerty v2 \u043c\u04d9\u0442\u0456\u043d \u0442\u0435\u0440\u0443 \u043a\u0435\u0437\u0456\u043d\u0434\u0435\u0433\u0456 \u04af\u0437\u0434\u0456\u043a\u0441\u0456\u0437 \u041c\u042d\u0413 \u0436\u0430\u0437\u0431\u0430\u043b\u0430\u0440\u044b\u043d\u0430\u043d \u0441\u04e9\u0439\u043b\u0435\u043c\u0434\u0435\u0440\u0434\u0456 \u0434\u0435\u043a\u043e\u0434\u0442\u0430\u0439\u0434\u044b. \u0417\u0435\u0440\u0442\u0442\u0435\u0443 \u0442\u043e\u0493\u044b\u0437 \u0434\u0435\u043d\u0456 \u0441\u0430\u0443 \u0435\u0440\u0456\u043a\u0442\u0456\u0433\u0435 \u0436\u04af\u0440\u0433\u0456\u0437\u0456\u043b\u0434\u0456 \u0436\u04d9\u043d\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u04d9\u043b\u0456 \u043a\u043b\u0438\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u0434\u0430\u0439\u044b\u043d \u0435\u043c\u0435\u0441.<\/p>\n","protected":false},"author":1,"featured_media":6748,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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