{"id":9210,"date":"2024-03-20T19:06:40","date_gmt":"2024-03-20T10:06:40","guid":{"rendered":"https:\/\/www.techopedia.com\/kr\/?post_type=definition&#038;p=9210"},"modified":"2024-03-20T19:06:40","modified_gmt":"2024-03-20T10:06:40","slug":"multimodal-ai-multimodal-artificial-intelligence","status":"publish","type":"definition","link":"https:\/\/www.techopedia.com\/kr\/definition\/multimodal-ai-multimodal-artificial-intelligence","title":{"rendered":"\uba40\ud2f0\ubaa8\ub2ec AI"},"content":{"rendered":"<h2><span id=\"_ai\">\uba40\ud2f0\ubaa8\ub2ec AI\ub780?<\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI(<span>Multimodal AI)<\/span>\ub294 \ub450 \uac00\uc9c0 \uc774\uc0c1\uc758 \ub370\uc774\ud130 \uc720\ud615\uc744 \ucc98\ub9ac, \uc774\ud574 \ubc0f \uc0dd\uc131\ud560 \uc218 \uc788\ub294 <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/artificial-intelligence-ai\">\uc778\uacf5\uc9c0\ub2a5<\/a>(Artificial Intelligence) \uc720\ud615\uc774\ub2e4.<\/p>\n<p><span>\ubaa8\ub2ec\ub9ac\ud2f0(Modality)\ub294 \ubb34\uc5b8\uac00\uac00 \uc874\uc7ac\ud558\uac70\ub098, \uacbd\ud5d8\ub418\uac70\ub098, \ud45c\ud604\ub418\ub294 \ubc29\uc2dd\uc744 \uc758\ubbf8\ud55c\ub2e4. \ud2b9\ud788\u00a0<a href=\"https:\/\/www.techopedia.com\/kr\/definition\/machine-learning-ml\">\uba38\uc2e0 \ub7ec\ub2dd<\/a>(ML)\uacfc \uc778\uacf5 \uc9c0\ub2a5 \ubd84\uc57c\uc5d0\uc11c \ubaa8\ub2ec\ub9ac\ud2f0\ub294 &#8216;\ub370\uc774\ud130 \uc720\ud615&#8217;\uacfc \uac19\uc740 \uc758\ubbf8\ub2e4. \ub370\uc774\ud130 \ubaa8\ub2ec\ub9ac\ud2f0, \uc989 \ub370\uc774\ud130 \uc720\ud615\uc758 \uc608\ub294 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/span><\/p>\n<ul>\n<li>\ud14d\uc2a4\ud2b8<\/li>\n<li>\uc774\ubbf8\uc9c0<\/li>\n<li>\uc624\ub514\uc624<\/li>\n<li>\ube44\ub514\uc624<\/li>\n<\/ul>\n<h2><span id=\"_vs\">\ub2e8\uc77c\ubaa8\ub2ec vs. \uba40\ud2f0\ubaa8\ub2ec<\/span><\/h2>\n<p><span>\uc624\ub298\ub0a0 \ub300\ubd80\ubd84\uc758 AI \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc77c\ubaa8\ub2ec(Unimodal) \ubc29\uc2dd\uc774\ub2e4. \ud55c \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130\ub9cc \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc788\uc73c\uba70, \ud574\ub2f9 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0 \ub9de\ucd98 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud55c\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/chatgpt\">\ucc57GPT<\/a>\uc640 \uac19\uc740 \ub2e8\uc77c\ubaa8\ub2ec AI \uc2dc\uc2a4\ud15c\uc740 <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/natural-language-processing-nlp\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/a>(NLP) \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8 \ucf58\ud150\uce20\ub97c \uc774\ud574\ud558\uace0 \uc758\ubbf8\ub97c \ucd94\ucd9c\ud558\uba70, \uc774 \ucc57\ubd07\uc774 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc720\uc77c\ud55c \uc720\ud615\uc758 \ucd9c\ub825 \uc5ed\uc2dc \ud14d\uc2a4\ud2b8\uc774\ub2e4.<\/span><\/p>\n<p>\ubc18\uba74\uc5d0 \uc5ec\ub7ec \uac00\uc9c0 \ub370\uc774\ud130 \uc720\ud615\uc744 \ud1b5\ud569\ud558\uace0 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uba40\ud2f0\ubaa8\ub2ec \uc544\ud0a4\ud14d\ucc98\ub294, \ub450 \uac00\uc9c0 \uc774\uc0c1\uc758 \ub370\uc774\ud130 \uc720\ud615\uc744 \ucd9c\ub825 \ubc0f \uc0dd\uc131\ud560 \uc218 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud5a5\ud6c4 \ucc57GPT\uc758 \uba40\ud2f0\ubaa8\ub2ec \ubc84\uc804\uc774 \ub098\uc628\ub2e4\uba74, <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/generative-ai\">\uc0dd\uc131\ud615 AI<\/a> \ubd07\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8 \uae30\ubc18 \uc6f9 \ucf58\ud150\uce20\ub97c \ub9cc\ub4dc\ub294 \ub9c8\ucf00\ud130\ub294 \ubd07\uc774 \ud14d\uc2a4\ud2b8\uc640 \ud568\uaed8 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub3c4\ub85d \uc720\ub3c4\ud560 \uc218 \uc788\ub2e4.<\/p>\n<h2><span id=\"_ai-2\">\uba40\ud2f0\ubaa8\ub2ec AI \uc791\ub3d9 \ubc29\uc2dd<\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI \uc2dc\uc2a4\ud15c\uc740 \uc785\ub825(input) \ubaa8\ub4c8, \uc735\ud569(fusion) \ubaa8\ub4c8, \ucd9c\ub825(output) \ubaa8\ub4c8\uc774\ub77c\ub294 \uc138 \uac00\uc9c0 \uae30\ubcf8 \uc694\uc18c\ub97c \uc911\uc2ec\uc73c\ub85c \uad6c\uc131\ub41c\ub2e4. \uc785\ub825 \ubaa8\ub4c8\uc740 \ub450 \uac00\uc9c0 \uc774\uc0c1\uc758 \ub370\uc774\ud130 \uc720\ud615\uc744 \ubc1b\uc544\ub4e4\uc774\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc2e0\uacbd\ub9dd\uc758 \uc9d1\ud569\uc774\ub2e4. \uac01 \uc720\ud615\uc758 \ub370\uc774\ud130\ub294 \ubcc4\ub3c4\uc758 \uc2e0\uacbd\ub9dd\uc73c\ub85c \ucc98\ub9ac\ub418\uae30 \ub54c\ubb38\uc5d0 \ubaa8\ub4e0 \uba40\ud2f0\ubaa8\ub2ec AI \uc785\ub825 \ubaa8\ub4c8\uc740 \uc218\ub9ce\uc740 \ub2e8\uc77c\ubaa8\ub2ec \uc2e0\uacbd\ub9dd\uc73c\ub85c \uad6c\uc131\ub41c\ub2e4.<\/p>\n<p>\uc735\ud569 \ubaa8\ub4c8\uc740 \uac01 \ub370\uc774\ud130 \uc720\ud615\uc5d0\uc11c \uad00\ub828 \ub370\uc774\ud130\ub97c \ud1b5\ud569 \ubc0f \ucc98\ub9ac\ud558\uace0, \uac01 \ub370\uc774\ud130 \uc720\ud615\uc758 \uac15\uc810\uc744 \ud65c\uc6a9\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud55c\ub2e4. \ucd9c\ub825 \ubaa8\ub4c8\uc740 \ub370\uc774\ud130\uc758 \uc804\ubc18\uc801\uc778 \uc774\ud574\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 \ucd9c\ub825\uc744 \uc0dd\uc131\ud55c\ub2e4. \uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\ub294 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud55c\ub2e4.<\/p>\n<div class=\"flex-1 overflow-hidden\">\n<div class=\"react-scroll-to-bottom--css-vuiex-79elbk h-full\">\n<div class=\"react-scroll-to-bottom--css-vuiex-1n7m0yu\">\n<div class=\"flex flex-col text-sm pb-9\">\n<div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-139\">\n<div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\">\n<div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\">\n<div class=\"relative flex w-full flex-col agent-turn\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex flex-grow flex-col max-w-full\">\n<div data-message-author-role=\"assistant\" data-message-id=\"b36162b0-1518-4d58-9b02-775d19b8350e\" class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span id=\"_\">\ub3c4\uc804 \uacfc\uc81c<\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc694\uc778\uc73c\ub85c \uc778\ud574 \ub2e8\uc77c \ubaa8\ub2ec AI\ubcf4\ub2e4 \uac1c\ubc1c\ud558\uae30\uac00 \ub354 \uc5b4\ub835\ub2e4. \uadf8 \uc694\uc778\uc740 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/p>\n<ul>\n<li><strong>\ub370\uc774\ud130 \ud1b5\ud569(Data integration)<\/strong>: \ub2e4\uc591\ud55c \uc18c\uc2a4\ub85c\ubd80\ud130 \uc218\uc9d1\ud55c \uc11c\ub85c \ub2e4\ub978 \uc720\ud615\uc758 \ub370\uc774\ud130\ub97c \uacb0\ud569\ud558\uace0 \ub3d9\uae30\ud654\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc774\ub2e4. \uc5ec\ub7ec \ubaa8\ub2ec\ub9ac\ud2f0\ub97c \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\uace0, \ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc77c\uad00\ub41c \ub370\uc774\ud130 \ud488\uc9c8\uacfc \uc2dc\uac04 \uc815\ub82c(temporal alignment)\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc740 \uc5b4\ub835\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9b4 \uc218 \uc788\ub2e4.<\/li>\n<li><strong>\ud2b9\uc9d5 \ud45c\ud604(Feature representation)<\/strong>: \uac01 \ubaa8\ub2ec\ub9ac\ud2f0\ub294 \uace0\uc720\ud55c \ud2b9\uc131\uacfc \ud45c\ud604 \ubc29\ubc95\uc744 \uac16\uace0 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc774\ubbf8\uc9c0\uc5d0\ub294 \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(Convolutional Neural Networks, CNN)\uacfc \uac19\uc740 \ud2b9\uc9d5 \ucd94\ucd9c \uae30\uc220\uc774 \ud544\uc694\ud55c \ubc18\uba74, \ud14d\uc2a4\ud2b8\uc5d0\ub294 \ub2e8\uc5b4 \uc784\ubca0\ub529\uc774\ub098 <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/large-language-model-llm\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/a>(LLM)\uc774 \ud544\uc694\ud558\ub2e4. \uc11c\ub85c \ub2e4\ub978 \ubaa8\ub2ec\ub9ac\ud2f0\ub97c \uc758\ubbf8 \uc788\ub294 \ubc29\uc2dd\uc73c\ub85c \uacb0\ud569\ud558\uace0 \ud45c\ud604\ud558\uc5ec \uc0c1\ud638 \uc758\uc874\uc131\uc744 \ud3ec\ucc29\ud558\uace0 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc804\ubc18\uc801\uc778 \uc774\ud574\ub97c \ub192\uc774\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc774\ub2e4.<\/li>\n<li><strong>\ucc28\uc6d0\uc131 \ubc0f \ud655\uc7a5\uc131(Dimensionality and scalability)<\/strong>: \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uace0\ucc28\uc6d0\uc801\uc774\uba70, \uac01 \ubaa8\ub2ec\ub9ac\ud2f0\uac00 \uace0\uc720\ud55c \ud2b9\uc131 \uc9d1\ud569\uc744 \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0 \ucc28\uc6d0 \ucd95\uc18c \uba54\ucee4\ub2c8\uc998\uc774 \uc5c6\ub2e4. \ub610\ud55c \ubaa8\ub2ec\ub9ac\ud2f0\uc758 \uc218\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ub370\uc774\ud130\uc758 \ucc28\uc6d0\uc131\ub3c4 \ud06c\uac8c \uc99d\uac00\ud55c\ub2e4. \uc774\ub294 AI \ubaa8\ub378\uacfc \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ud558\ub294 \uc54c\uace0\ub9ac\uc998 \ubaa8\ub450\uc5d0 \uacc4\uc0b0 \ubcf5\uc7a1\uc131, \uba54\ubaa8\ub9ac \uc694\uad6c \uc0ac\ud56d, \ud655\uc7a5\uc131 \uce21\uba74\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc744 \ucd08\ub798\ud55c\ub2e4.<\/li>\n<li><strong>\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \ubc0f \uc735\ud569 \uae30\uc220(Model architecture and fusion techniques)<\/strong>: \uba40\ud2f0 \ubaa8\ub2ec\ub9ac\ud2f0\uc5d0\uc11c \uc815\ubcf4\ub97c \uacb0\ud569\ud558\uae30 \uc704\ud55c \uc735\ud569 \uae30\uc220 \ubc0f \ud6a8\uacfc\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\ub97c \uc124\uacc4\ud558\ub294 \uac83\uc740 \uc5ec\uc804\ud788 \uc5f0\uad6c\uac00 \uc9c4\ud589 \uc911\uc778 \ubd84\uc57c\uc774\ub2e4. \ubaa8\ub2ec\ub9ac\ud2f0 \ubcc4 \ucc98\ub9ac\uc640 \ubaa8\ub2ec\ub9ac\ud2f0 \uac04 \uc0c1\ud638 \uc791\uc6a9 \uc0ac\uc774\uc758 \uc801\uc808\ud55c \uade0\ud615\uc744 \ucc3e\ub294 \uac83\uc740 \uc2e0\uc911\ud55c \uc124\uacc4\uc640 \ub9ce\uc740 \uc2e4\ud5d8\uc744 \ud544\uc694\ub85c \ud558\ub294 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc774\ub2e4.<\/li>\n<li><strong>\ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uc758 \uac00\uc6a9\uc131(Availability of labeled data)<\/strong>: \uba40\ud2f0\ubaa8\ub2ec AI \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uac00 \ud544\uc694\ud558\ub2e4. \uc5ec\ub7ec \uac00\uc9c0 \ud615\uc2dd\uc758 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc218\uc9d1\ud55c \ud6c4 \uac01\uac01\uc758 \ub370\uc774\ud130\uc5d0 \uc8fc\uc11d\uc744 \ub2e4\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc774\uba70, \ub300\uaddc\ubaa8\uc758 \uba40\ud2f0\ubaa8\ub2ec \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc720\uc9c0\ud558\ub294 \ub370\ub294 \ub9ce\uc740 \ube44\uc6a9\uc774 \ub4e0\ub2e4.<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \uc5b4\ub824\uc6c0\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uba40\ud2f0\ubaa8\ub2ec AI \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc77c\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc774\uba70 \ubcf5\uc7a1\ud55c \ud604\uc2e4 \uc138\uacc4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ub354 \uc138\ubd80\uc801\uc778 \uc774\ud574\ub97c \uc81c\uacf5\ud55c\ub2e4. \uba40\ud2f0\ubaa8\ub2ec \ud45c\ud604, \uc735\ud569 \uae30\uc220 \ubc0f \ub300\uaddc\ubaa8 \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \uc138\ud2b8 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c\uc758 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \ubc1c\uc804\uc740 \uc774\ub7ec\ud55c \uc5b4\ub824\uc6c0\uc744 \ud574\uacb0\ud558\uace0 \ub2e8\uc77c\ubaa8\ub2ec AI \uae30\ub2a5\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uace0 \uc788\ub2e4.<\/p>\n<h2><span id=\"_ai-3\">\uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ubbf8\ub798<\/span><\/h2>\n<p>\ubbf8\ub798\uc5d0\ub294 \ub300\uaddc\ubaa8 \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc774 \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uac16\ucd94\uac8c \ub418\uba74\uc11c, \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \ub2a5\ub825\uc744 \ud65c\uc6a9\ud55c \ub354 \ub2e4\uc591\ud558\uace0 \ud601\uc2e0\uc801\uc778 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uacfc \uc11c\ube44\uc2a4\uac00 \ub354 \ub9ce\uc774 \ub4f1\uc7a5\ud560 \uac83\uc774\ub77c \uc804\ubb38\uac00\ub4e4\uc740 \uc608\uc0c1\ud558\uace0 \uc788\ub2e4. \ud65c\uc6a9 \uc0ac\ub840\ub294 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/p>\n<ul>\n<li><strong>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9<\/strong>: \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc740 \uce74\uba54\ub77c, \ub808\uc774\ub354, GPS \ubc0f LiDAR(Light Detection and Ranging)\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc13c\uc11c\uc758 \ub370\uc774\ud130\ub97c \ub354 \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub354 \ub098\uc740 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uac8c \ub420 \uac83\uc774\ub2e4.<\/li>\n<li><strong>\ud5ec\uc2a4\ucf00\uc5b4<\/strong>: \uc5d1\uc2a4\ub808\uc774\ub098 MRI\uc640 \uac19\uc740 \uc758\ub8cc \uc601\uc0c1\uacfc \uc784\uc0c1 \uae30\ub85d\uc744 \uacb0\ud569\ud558\uace0, \uc2a4\ub9c8\ud2b8 \uc6cc\uce58\uc640 \uac19\uc740 \uc6e8\uc5b4\ub7ec\ube14 \uc7a5\uce58\uc758 \uc13c\uc11c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \ud658\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8\uc744 \uac1c\uc120\ud558\uace0 \ud658\uc790\uc5d0\uac8c \ub354 \uac1c\uc778\ud654\ub41c \uc758\ub8cc\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub2e4.<\/li>\n<li><strong>\ube44\ub514\uc624 \ud65c\uc6a9<\/strong>: \uba40\ud2f0\ubaa8\ub2ec AI\ub97c \uc0ac\uc6a9\ud574 \uc2dc\uac01 \uc815\ubcf4\ub97c \uc624\ub514\uc624, \ud14d\uc2a4\ud2b8 \ubc0f \uae30\ud0c0 \ubaa8\ub2ec\ub9ac\ud2f0\uc640 \uacb0\ud569\ud558\uc5ec \ube44\ub514\uc624 \uc790\ub9c9, \ube44\ub514\uc624 \uc694\uc57d \ubc0f \ube44\ub514\uc624 \uac80\uc0c9\uc744 \uac1c\uc120\ud560 \uc218 \uc788\ub2e4.<\/li>\n<li><strong>\uc778\uac04-\ucef4\ud4e8\ud130 \uc0c1\ud638 \uc791\uc6a9<\/strong>: \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc778\uac04-\ucef4\ud4e8\ud130 \uc0c1\ud638 \uc791\uc6a9 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \ub354 \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc9c1\uad00\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud560 \uac83\uc774\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc74c\uc131 \uba85\ub839\uc744 \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ud658\uacbd\uc758 \uc2dc\uac01\uc801 \ub2e8\uc11c\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc74c\uc131 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 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