{"id":10552,"date":"2024-03-06T19:15:27","date_gmt":"2024-03-06T19:15:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=10552"},"modified":"2024-03-07T08:22:18","modified_gmt":"2024-03-07T08:22:18","slug":"the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2024\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/","title":{"rendered":"\u0410\u0440\u043c\u0438\u044f \u0421\u0428\u0410 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u0442 \u0441 \u0442\u0430\u043a\u0442\u0438\u043a\u043e\u0439 \u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0431\u043e\u044f \u043f\u043e\u0434 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u043c GPT-4"},"content":{"rendered":"<p><b>\u0410\u0440\u043c\u0438\u044f \u0421\u0428\u0410 \u043f\u0440\u043e\u0431\u0443\u0435\u0442 \u0432\u043d\u0435\u0434\u0440\u0438\u0442\u044c \u0447\u0430\u0442-\u0431\u043e\u0442\u043e\u0432 \u0441 \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 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u0445\u043e\u0442\u044f \u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0441\u0438\u043c\u0443\u043b\u044f\u0442\u043e\u0440\u0430 \u0432\u043e\u0435\u043d\u043d\u043e\u0439 \u0438\u0433\u0440\u044b, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043d\u0430 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0439 \u0432\u0438\u0434\u0435\u043e\u0438\u0433\u0440\u0435 Starcraft II.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u042d\u0442\u043e <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2402.01786.pdf\" 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;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0430\u044f \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u044f \u0430\u0440\u043c\u0438\u0438 \u0421\u0428\u0410 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0431\u043e\u0435\u0432\u044b\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 OpenAI GPT-4 Turbo \u0438 GPT-4 Vision.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u042d\u0442\u043e \u0447\u0430\u0441\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442\u0430 OpenAI<\/span> <span style=\"font-weight: 400;\">\u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u043e <a href=\"https:\/\/dailyai.com\/ru\/2024\/01\/openai-says-its-ai-can-now-be-used-in-military-applications\/\">\u0441 \u041c\u0438\u043d\u0438\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e\u043c \u043e\u0431\u043e\u0440\u043e\u043d\u044b (\u041c\u041e)<\/a> \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f <a href=\"https:\/\/dailyai.com\/ru\/2023\/08\/us-military-establishes-generative-ai-task-force\/\">\u0426\u0435\u043b\u0435\u0432\u0430\u044f \u0433\u0440\u0443\u043f\u043f\u0430 \u043f\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u0418\u0418<\/a> \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\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 \u043d\u0430 \u043f\u043e\u043b\u0435 \u0431\u043e\u044f <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/08\/ai-on-the-battlefield-who-is-responsible-if-it-goes-wrong\/\"><span style=\"font-weight: 400;\">\u0433\u043e\u0440\u044f\u0447\u043e \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u0435\u043c\u044b\u0439<\/span><\/a><span style=\"font-weight: 400;\">, \u0441 <\/span><a href=\"https:\/\/dailyai.com\/ru\/2024\/02\/ai-models-have-a-tendency-to-escalate-wargame-scenarios-says-study\/\"><span style=\"font-weight: 400;\">\u041d\u0435\u0434\u0430\u0432\u043d\u0435\u0435 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u043e\u0435 \u0432\u043e\u0435\u043d\u043d\u044b\u043c \u0438\u0433\u0440\u0430\u043c \u0441 \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><\/a><span style=\"font-weight: 400;\"> \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u043b, \u0447\u0442\u043e \u0442\u0430\u043a\u0438\u0435 LLM, \u043a\u0430\u043a GPT-3.5 \u0438 GPT-4, \u0441\u043a\u043b\u043e\u043d\u043d\u044b \u043a \u044d\u0441\u043a\u0430\u043b\u0430\u0446\u0438\u0438 \u0442\u0430\u043a\u0442\u0438\u043a\u0438 \u0434\u0438\u043f\u043b\u043e\u043c\u0430\u0442\u0438\u0438, \u0438\u043d\u043e\u0433\u0434\u0430 \u043f\u0440\u0438\u0432\u043e\u0434\u044f\u0449\u0435\u0439 \u043a \u044f\u0434\u0435\u0440\u043d\u043e\u0439 \u0432\u043e\u0439\u043d\u0435.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u043d\u043e\u0432\u043e\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438, \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u043c \u0430\u0440\u043c\u0438\u0435\u0439 \u0421\u0428\u0410, Starcraft II \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f \u0431\u043e\u044f \u0441 \u0443\u0447\u0430\u0441\u0442\u0438\u0435\u043c \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u0433\u043e \u0447\u0438\u0441\u043b\u0430 \u0432\u043e\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0439.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043e\u043a\u0440\u0435\u0441\u0442\u0438\u043b\u0438 \u044d\u0442\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \"COA-GPT\" - COA \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442 \u0432\u043e\u0435\u043d\u043d\u044b\u0439 \u0442\u0435\u0440\u043c\u0438\u043d \"Courses of Action\", \u043a\u043e\u0442\u043e\u0440\u044b\u0439, \u043f\u043e \u0441\u0443\u0442\u0438, \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442 \u0432\u043e\u0435\u043d\u043d\u0443\u044e \u0442\u0430\u043a\u0442\u0438\u043a\u0443.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">COA-GPT \u0432\u0437\u044f\u043b \u043d\u0430 \u0441\u0435\u0431\u044f \u0440\u043e\u043b\u044c \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u0430 \u0432\u043e\u0435\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043c\u0430\u043d\u0434\u0438\u0440\u0430, \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443 \u043f\u043e\u0440\u0443\u0447\u0435\u043d\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u0443\u043d\u0438\u0447\u0442\u043e\u0436\u0435\u043d\u0438\u044f \u0432\u0440\u0430\u0436\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u043b \u0438 \u0437\u0430\u0445\u0432\u0430\u0442\u0430 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0443\u043d\u043a\u0442\u043e\u0432.\u00a0<\/span><\/p>\n<figure id=\"attachment_10553\" aria-describedby=\"caption-attachment-10553\" style=\"width: 714px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-10553\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-1024x494.png\" alt=\"\u0418\u0418 \u0432\u0430\u0440\u0433\u0435\u0439\u043c\" width=\"714\" height=\"344\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-1024x494.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-300x145.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-768x370.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-18x9.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-370x178.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-800x386.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-740x357.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-20x10.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram-100x48.png 100w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/diagram.png 1222w\" sizes=\"auto, (max-width: 714px) 100vw, 714px\" \/><figcaption id=\"caption-attachment-10553\" class=\"wp-caption-text\">COA-GPT - \u044d\u0442\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\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, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u043c\u0443 \u0441\u043e\u0441\u0442\u0430\u0432\u0443 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043f\u043b\u0430\u043d\u044b \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 (COA). \u041e\u043d\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 LLM, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u044b\u0435 \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044f\u043c\u0438. \u041a\u043e\u043c\u0430\u043d\u0434\u043d\u044b\u0439 \u0438 \u0434\u0438\u0441\u043f\u0435\u0442\u0447\u0435\u0440\u0441\u043a\u0438\u0439 \u0441\u043e\u0441\u0442\u0430\u0432 \u0432\u0432\u043e\u0434\u0438\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u043c\u0438\u0441\u0441\u0438\u0438, \u0430 COA-GPT \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 COA. \u0412 \u0445\u043e\u0434\u0435 \u0438\u0442\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u044b-\u043b\u044e\u0434\u0438 \u0438 COA-GPT \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u043d\u043e \u0434\u043e\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0442 \u0438 \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0438\u0439 COA \u0434\u043b\u044f \u0446\u0435\u043b\u0435\u0439 \u043c\u0438\u0441\u0441\u0438\u0438. \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: <a href=\"https:\/\/arxiv.org\/pdf\/2402.01786.pdf\">ArXiv<\/a>.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043e\u0442\u043c\u0435\u0447\u0430\u044e\u0442, \u0447\u0442\u043e \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0439 COA, \u043a\u0430\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e, \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u044b\u0439 \u0438 \u0442\u0440\u0443\u0434\u043e\u0435\u043c\u043a\u0438\u0439. COA-GPT \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430 \u0441\u0447\u0438\u0442\u0430\u043d\u043d\u044b\u0435 \u0441\u0435\u043a\u0443\u043d\u0434\u044b, \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0443\u044f \u043e\u0431\u0440\u0430\u0442\u043d\u0443\u044e \u0441\u0432\u044f\u0437\u044c \u0441 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0418\u0418.\u00a0<\/span><\/p>\n<figure id=\"attachment_10554\" aria-describedby=\"caption-attachment-10554\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-10554 size-large\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-1024x373.png\" alt=\"Wargame AI\" width=\"1024\" height=\"373\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-1024x373.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-300x109.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-768x280.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-1536x560.png 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-18x7.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-370x135.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-800x291.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-740x270.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-20x7.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2-132x48.png 132w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/wargame2.png 1584w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-10554\" class=\"wp-caption-text\">\u0418\u043b\u043b\u044e\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0438\u0442\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0439 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 (COA) \u0441 \u0443\u0447\u0430\u0441\u0442\u0438\u0435\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430. \u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 (a) COA-GPT \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 COA \u0431\u0435\u0437 \u0443\u0447\u0430\u0441\u0442\u0438\u044f \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u044f \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0441\u0438\u043b (\u0441\u0438\u043d\u0438\u0435 \u0441\u0442\u0440\u0435\u043b\u043a\u0438) \u043f\u043e \u043c\u043e\u0441\u0442\u0430\u043c \u0438 \u0434\u0438\u0440\u0435\u043a\u0442\u0438\u0432\u044b \u043d\u0430 \u043f\u043e\u0440\u0430\u0436\u0435\u043d\u0438\u0435 (\u043a\u0440\u0430\u0441\u043d\u044b\u0435 \u0441\u0442\u0440\u0435\u043b\u043a\u0438) \u043f\u0440\u043e\u0442\u0438\u0432 \u0432\u0440\u0430\u0436\u0435\u0441\u043a\u0438\u0445 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0439. \u041d\u0430 \u043f\u0430\u043d\u0435\u043b\u0438 (b) \u043f\u043e\u043a\u0430\u0437\u0430\u043d COA \u043f\u043e\u0441\u043b\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0447\u0435\u043b\u043e\u0432\u0435\u043a-\u043a\u043e\u043c\u0430\u043d\u0434\u0438\u0440 \u0441\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043b \u0435\u0433\u043e, \u0443\u043a\u0430\u0437\u0430\u0432, \u0447\u0442\u043e \u0434\u0440\u0443\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0430\u0432\u0438\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0441\u0438\u043b\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u043f\u043e\u0440\u0430\u0437\u0438\u0442\u044c \u0432\u0440\u0430\u0436\u0435\u0441\u043a\u0443\u044e \u0430\u0432\u0438\u0430\u0446\u0438\u044e. \u0418 \u043d\u0430\u043a\u043e\u043d\u0435\u0446, (c) \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u0435 \u0443\u0442\u043e\u0447\u043d\u0435\u043d\u0438\u0435 COA: \u0441\u0438\u043b\u044b \u0440\u0430\u0437\u0434\u0435\u043b\u044f\u044e\u0442\u0441\u044f \u0434\u043b\u044f \u0431\u043e\u0440\u044c\u0431\u044b \u0441 \u0430\u0440\u0442\u0438\u043b\u043b\u0435\u0440\u0438\u0435\u0439 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u0438\u043a\u0430 \u0438 \u0440\u0430\u0437\u0432\u0435\u0434\u044b\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044f\u043c\u0438, \u043f\u043e\u043b\u0443\u0447\u0430\u044e\u0449\u0438\u043c\u0438 \u043f\u0440\u0438\u043a\u0430\u0437 \u043f\u0440\u043e\u0434\u0432\u0438\u0433\u0430\u0442\u044c\u0441\u044f \u043a \u0441\u0435\u0432\u0435\u0440\u043d\u043e\u043c\u0443 \u043c\u043e\u0441\u0442\u0443. \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: <a href=\"https:\/\/arxiv.org\/pdf\/2402.01786.pdf\">ArXiv<\/a>.<\/figcaption><\/figure>\n<h2>COA-GPT \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u0438\u0442 \u0434\u0440\u0443\u0433\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u044b, \u043d\u043e \u0437\u0430 \u044d\u0442\u043e \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u043f\u043b\u0430\u0442\u0438\u0442\u044c<\/h2>\n<p><span style=\"font-weight: 400;\">COA-GPT \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u0441\u0442\u0432\u043e \u043d\u0430\u0434 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c\u0438 \u043c\u0435\u0442\u043e\u0434\u0430\u043c\u0438 \u0438 \u043f\u0440\u0435\u0432\u0437\u043e\u0448\u0435\u043b \u0438\u0445 \u0432 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 COA,<\/span><span style=\"font-weight: 400;\"> \u0438 \u043c\u043e\u0436\u0435\u0442 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043a \u043e\u0431\u0440\u0430\u0442\u043d\u043e\u0439 \u0441\u0432\u044f\u0437\u0438 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041e\u0434\u043d\u0430\u043a\u043e \u0431\u044b\u043b\u0438 \u0438 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043a\u0438. <\/span><span style=\"font-weight: 400;\">\u0412 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438, COA-GPT \u043f\u043e\u043d\u0435\u0441\u043b\u0430 \u0431\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0442\u0435\u0440\u044c \u043f\u0440\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u0441\u044f: \"\u041c\u044b \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u043c, \u0447\u0442\u043e COA-GPT \u0438 COA-GPT-V, \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u043e\u043d\u0438 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u044b \u043e\u0431\u0440\u0430\u0442\u043d\u043e\u0439 \u0441\u0432\u044f\u0437\u044c\u044e \u0441 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c, \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0438\u0435 \u043f\u043e\u0442\u0435\u0440\u0438 \u0434\u0440\u0443\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0441\u0438\u043b \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0431\u0430\u0437\u043e\u0432\u044b\u043c\u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u043c\u0438\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0421\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043b\u0438 \u044d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439? \u041f\u043e\u0445\u043e\u0436\u0435, \u0447\u0442\u043e \u043d\u0435\u0442. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u0441\u044f: \"\u0412 \u0437\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u043e\u0442\u043c\u0435\u0442\u0438\u0442\u044c, \u0447\u0442\u043e COA-GPT \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u0432 \u0432\u043e\u0435\u043d\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u0445 C2, \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0431\u043e\u043b\u0435\u0435 \u0431\u044b\u0441\u0442\u0440\u043e\u043c\u0443 \u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044e \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044e \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u0432 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0432\u043e\u0439\u043d\u0435\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u0431\u0435\u0441\u043f\u043e\u043a\u043e\u0439\u0441\u0442\u0432\u043e \u0442\u043e\u0442 \u0444\u0430\u043a\u0442, \u0447\u0442\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \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\u0430\u044f \u043f\u0440\u0438\u0432\u0435\u043b\u0430 \u043a \u0431\u043e\u043b\u044c\u0448\u0435\u043c\u0443 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u043d\u0435\u043d\u0443\u0436\u043d\u044b\u0445 \u0436\u0435\u0440\u0442\u0432, \u0447\u0435\u043c \u0431\u0430\u0437\u043e\u0432\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u0430\u043a \"\u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u044e\u0449\u0438\u0439 \u043f\u043e\u0434\u0445\u043e\u0434\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041c\u0438\u043d\u0438\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e \u043e\u0431\u043e\u0440\u043e\u043d\u044b<\/span><span style=\"font-weight: 400;\"> \u0443\u0436\u0435 \u043d\u0430\u043c\u0435\u0442\u0438\u043b\u0430 \u0434\u0440\u0443\u0433\u0438\u0435 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0418\u0418 \u0432 \u0432\u043e\u0435\u043d\u043d\u044b\u0445 \u0446\u0435\u043b\u044f\u0445, \u043d\u043e \u043e\u043f\u0430\u0441\u0435\u043d\u0438\u044f \u043f\u043e \u043f\u043e\u0432\u043e\u0434\u0443 \u0433\u043e\u0442\u043e\u0432\u043d\u043e\u0441\u0442\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u044d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u0439 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043a\u0442\u043e \u043d\u0435\u0441\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c, \u043a\u043e\u0433\u0434\u0430 \u0432\u043e\u0435\u043d\u043d\u044b\u0435 <\/span><a href=\"https:\/\/dailyai.com\/ru\/2023\/08\/ai-on-the-battlefield-who-is-responsible-if-it-goes-wrong\/\"><span style=\"font-weight: 400;\">\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\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 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e<\/span><\/a><span style=\"font-weight: 400;\">? \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438? \u041e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0447\u0435\u043b\u043e\u0432\u0435\u043a? \u0418\u043b\u0438 \u043a\u0442\u043e-\u0442\u043e \u0435\u0449\u0435 \u043d\u0438\u0436\u0435 \u043f\u043e \u0446\u0435\u043f\u043e\u0447\u043a\u0435?<\/span><\/p>\n<p>\u0411\u043e\u0435\u0432\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c \u0443\u0436\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u0432 \u043a\u043e\u043d\u0444\u043b\u0438\u043a\u0442\u0430\u0445 \u043d\u0430 \u0423\u043a\u0440\u0430\u0438\u043d\u0435 \u0438 \u0432 \u041f\u0430\u043b\u0435\u0441\u0442\u0438\u043d\u0435 \u0438 \u0418\u0437\u0440\u0430\u0438\u043b\u0435, \u043d\u043e \u044d\u0442\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043d\u0435\u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u043c\u0438.<\/p>\n<p>\u0411\u0443\u0434\u0435\u043c \u043d\u0430\u0434\u0435\u044f\u0442\u044c\u0441\u044f, \u0447\u0442\u043e \u0442\u0430\u043a \u043e\u043d\u043e \u0438 \u043e\u0441\u0442\u0430\u043d\u0435\u0442\u0441\u044f.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0410\u0440\u043c\u0438\u044f \u0421\u0428\u0410 \u043f\u0440\u043e\u0431\u0443\u0435\u0442 \u0432\u043d\u0435\u0434\u0440\u0438\u0442\u044c \u0447\u0430\u0442-\u0431\u043e\u0442\u044b \u0441 \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 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u0445\u043e\u0442\u044f \u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438 \u0432\u043e\u0435\u043d\u043d\u043e\u0439 \u0438\u0433\u0440\u044b, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0439 \u0432\u0438\u0434\u0435\u043e\u0438\u0433\u0440\u0435 Starcraft II.  \u0412 \u044d\u0442\u043e\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438, \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u043c \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0439 \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0435\u0439 \u0430\u0440\u043c\u0438\u0438 \u0421\u0428\u0410, \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 OpenAI GPT-4 Turbo \u0438 GPT-4 Vision \u043d\u0430 \u043f\u043e\u043b\u0435 \u0431\u043e\u044f.  \u042d\u0442\u043e \u0447\u0430\u0441\u0442\u044c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 OpenAI \u0441 \u041c\u0438\u043d\u0438\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e\u043c \u043e\u0431\u043e\u0440\u043e\u043d\u044b (DOD) \u043f\u043e\u0441\u043b\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0446\u0435\u043b\u0435\u0432\u043e\u0439 \u0433\u0440\u0443\u043f\u043f\u044b \u043f\u043e \u0433\u0435\u043d\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u0418\u0418 \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443.  \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0418\u0418 \u043d\u0430 \u043f\u043e\u043b\u0435 \u0431\u043e\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u043e\u043c \u0436\u0430\u0440\u043a\u0438\u0445 \u0441\u043f\u043e\u0440\u043e\u0432, \u0430 \u043d\u0435\u0434\u0430\u0432\u043d\u0435\u0435 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435, \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u043e\u0435 \u0432\u043e\u0435\u043d\u043d\u044b\u043c \u0438\u0433\u0440\u0430\u043c \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0418\u0418, \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e \u0442\u0430\u043a\u0438\u0435 LLM, \u043a\u0430\u043a GPT-3.5 \u0438 GPT-4, \u0441\u043a\u043b\u043e\u043d\u043d\u044b \u043a \u044d\u0441\u043a\u0430\u043b\u0430\u0446\u0438\u0438 \u0442\u0430\u043a\u0442\u0438\u043a\u0438 \u0434\u0438\u043f\u043b\u043e\u043c\u0430\u0442\u0438\u0438, \u0438\u043d\u043e\u0433\u0434\u0430<\/p>","protected":false},"author":2,"featured_media":10555,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[345],"class_list":["post-10552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-war"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The US Army experiments with GPT-4-controlled battlefield tactics | 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\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The US Army experiments with GPT-4-controlled battlefield tactics | DailyAI\" \/>\n<meta property=\"og:description\" content=\"The US Army is dabbling with integrating AI chatbots into their strategic planning, albeit within the confines of a war game simulation based on the popular video game Starcraft II.\u00a0 This study, led by the US Army Research Laboratory, analyzes OpenAI&#8217;s GPT-4 Turbo and GPT-4 Vision battlefield strategies.\u00a0 This is part of OpenAI&#8217;s collaboration with the Department of Defense (DOD) following its establishment of the generative AI task force last year.\u00a0 AI\u2019s use on the battlefield is hotly debated, with a recent similar study on AI wargaming finding that LLMs like GPT-3.5 and GPT-4 tend to escalate diplomacy tactics, sometimes\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/ru\/2024\/03\/the-us-army-experiments-with-gpt-4-controlled-battlefield-tactics\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-06T19:15:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-07T08:22:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/03\/shutterstock_1424264186.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta 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