{"id":27583,"date":"2025-05-12T15:32:40","date_gmt":"2025-05-12T08:32:40","guid":{"rendered":"https:\/\/hitek.com.vn\/?p=27583"},"modified":"2025-05-12T15:32:40","modified_gmt":"2025-05-12T08:32:40","slug":"multimodal-ai","status":"publish","type":"post","link":"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/","title":{"rendered":"\uc778\uac04\ucc98\ub7fc \uc0ac\uace0\ud558\ub294 \uba40\ud2f0\ubaa8\ub2ec(Multi Modal) AI\ub780?"},"content":{"rendered":"<p>\ucd5c\uadfc AI \uae30\uc220\uc740 \uae09\uaca9\ud788 \ubc1c\uc804\ud558\uba70 \ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \ucc98\ub9ac\uc5d0\uc11c \ubc97\uc5b4\ub098, \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc815\ubcf4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub2e8\uacc4\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc2ec\uc5d0 \uc788\ub294 \uac83\uc774 <strong>\uba40\ud2f0\ubaa8\ub2ec AI(Multi Modal AI)<\/strong>\uc778\ub370\uc694. \uc774 \uae30\uc220\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131, \ube44\ub514\uc624 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \ub370\uc774\ud130\ub97c \ub3d9\uc2dc\uc5d0 \ud574\uc11d\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub807\ub2e4\uba74 \uc778\uac04\ucc98\ub7fc \uc0ac\uace0\ud558\uace0 \uc774\ud574\ud558\ub294 \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\uba70, \uc5b4\ub5a4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc904\uae4c\uc694? \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ud575\uc2ec \uac1c\ub150, \uc8fc\uc694 \uae30\uc220, \uadf8\ub9ac\uace0 \ubbf8\ub798 \uc804\ub9dd\uae4c\uc9c0 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<hr \/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#1_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%9E%80_%EC%9D%B8%EA%B0%84%EA%B3%BC_%EA%B0%99%EC%9D%80_%ED%86%B5%ED%95%A9_%EC%9D%B8%EC%A7%80_%EB%8A%A5%EB%A0%A5%EC%9D%84_%EA%B5%AC%ED%98%84%ED%95%98%EB%8B%A4\" >1. \uba40\ud2f0\ubaa8\ub2ec AI\ub780? \uc778\uac04\uacfc \uac19\uc740 \ud1b5\ud569 \uc778\uc9c0 \ub2a5\ub825\uc744 \uad6c\ud604\ud558\ub2e4<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EC%9D%98_%ED%95%B5%EC%8B%AC_%ED%8A%B9%EC%A7%95\" >\uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ud575\uc2ec \ud2b9\uc9d5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#2_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%8A%94_%EC%96%B4%EB%96%BB%EA%B2%8C_%EC%9E%91%EB%8F%99%ED%95%98%EB%8A%94%EA%B0%80\" >2. \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uac00?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%86%B5%ED%95%A9Data_Fusion\" >(1) \ub370\uc774\ud130 \ud1b5\ud569(Data Fusion)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#2_%EA%B5%90%EC%B0%A8_%EB%AA%A8%EB%8B%AC_%ED%95%99%EC%8A%B5Cross-Modal_Learning\" >(2) \uad50\ucc28 \ubaa8\ub2ec \ud559\uc2b5(Cross-Modal Learning)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#3_%EC%9E%90%EA%B8%B0_%EC%A7%80%EB%8F%84_%ED%95%99%EC%8A%B5Self-Supervised_Learning\" >(3) \uc790\uae30 \uc9c0\ub3c4 \ud559\uc2b5(Self-Supervised Learning)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#3_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\" >3. \uba40\ud2f0\ubaa8\ub2ec AI\uc758 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#%E2%9C%94_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A0%95%ED%99%95%ED%95%9C_%EC%A7%84%EB%8B%A8_%EC%A7%80%EC%9B%90\" >\u2714 \uc758\ub8cc \ubd84\uc57c: \uc815\ud655\ud55c \uc9c4\ub2e8 \uc9c0\uc6d0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#%E2%9C%94_%EA%B5%90%EC%9C%A1_%EB%B6%84%EC%95%BC_%EB%A7%9E%EC%B6%A4%ED%98%95_%ED%95%99%EC%8A%B5_%EA%B2%BD%ED%97%98\" >\u2714 \uad50\uc721 \ubd84\uc57c: \ub9de\ucda4\ud615 \ud559\uc2b5 \uacbd\ud5d8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#%E2%9C%94_%EC%97%94%ED%84%B0%ED%85%8C%EC%9D%B8%EB%A8%BC%ED%8A%B8_%EC%B0%BD%EC%9D%98%EC%A0%81%EC%9D%B8_%EC%BD%98%ED%85%90%EC%B8%A0_%EC%A0%9C%EC%9E%91\" >\u2714 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8: \ucc3d\uc758\uc801\uc778 \ucf58\ud150\uce20 \uc81c\uc791<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#4_%EC%95%9E%EC%9C%BC%EB%A1%9C%EC%9D%98_%EC%A0%84%EB%A7%9D_%EC%9D%B8%EA%B0%84%EA%B3%BC_AI%EC%9D%98_%ED%98%91%EB%A0%A5_%EC%8B%9C%EB%8C%80\" >4. \uc55e\uc73c\ub85c\uc758 \uc804\ub9dd: \uc778\uac04\uacfc AI\uc758 \ud611\ub825 \uc2dc\ub300<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/multimodal-ai\/#5_%EA%B2%B0%EB%A1%A0_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%8A%94_%EC%9A%B0%EB%A6%AC%EC%9D%98_%EB%AF%B8%EB%9E%98%EB%A5%BC_%EC%96%B4%EB%96%BB%EA%B2%8C_%EB%B0%94%EA%BF%80%EA%B9%8C\" >5. \uacb0\ub860: \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc6b0\ub9ac\uc758 \ubbf8\ub798\ub97c \uc5b4\ub5bb\uac8c \ubc14\uafc0\uae4c?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"-1-ai-\"><span class=\"ez-toc-section\" id=\"1_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%9E%80_%EC%9D%B8%EA%B0%84%EA%B3%BC_%EA%B0%99%EC%9D%80_%ED%86%B5%ED%95%A9_%EC%9D%B8%EC%A7%80_%EB%8A%A5%EB%A0%A5%EC%9D%84_%EA%B5%AC%ED%98%84%ED%95%98%EB%8B%A4\"><\/span><strong>1. \uba40\ud2f0\ubaa8\ub2ec AI\ub780? \uc778\uac04\uacfc \uac19\uc740 \ud1b5\ud569 \uc778\uc9c0 \ub2a5\ub825\uc744 \uad6c\ud604\ud558\ub2e4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5ec\ub7ec \uac00\uc9c0(\uba40\ud2f0) \ud615\ud0dc(\ubaa8\ub2ec)\uc758 \ub370\uc774\ud130\ub97c \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\uace0 \uc774\ud574\ud558\ub294 \uc778\uacf5\uc9c0\ub2a5\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc778\uac04\uc774 \uc2dc\uac01, \uccad\uac01, \ucd09\uac01 \ub4f1 \ub2e4\uc591\ud55c \uac10\uac01\uc744 \ud65c\uc6a9\ud574 \uc138\uc0c1\uc744 \uc778\uc2dd\ud558\ub4ef, AI\ub3c4 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131, \ub3d9\uc601\uc0c1 \ub4f1\uc744 \uc885\ud569\uc801\uc73c\ub85c \ubd84\uc11d\ud574 \ub354 \uc815\ud655\ud55c \ud310\ub2e8\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"noopener\">OpenAI\uc758 GPT-4o<\/a>\ub294 \ud14d\uc2a4\ud2b8\uc640 \uc774\ubbf8\uc9c0\ub97c \ud568\uaed8 \ucc98\ub9ac\ud574 \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc5d0 \ub354\uc6b1 \uc815\uad50\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub9c8\uce58 \uc0ac\ub78c\uc774 \ucc45\uc744 \uc77d\uc73c\uba74\uc11c \uadf8\ub9bc\uc744 \ud574\uc11d\ud558\ub4ef, AI\ub3c4 \ubb38\ub9e5\uacfc \uc2dc\uac01 \uc815\ubcf4\ub97c \uacb0\ud569\ud574 \ub354 \ud48d\ubd80\ud55c \uc774\ud574\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EC%9D%98_%ED%95%B5%EC%8B%AC_%ED%8A%B9%EC%A7%95\"><\/span><strong>\uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ud575\uc2ec \ud2b9\uc9d5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<thead>\n<tr>\n<th>\ud2b9\uc9d5<\/th>\n<th>\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucc98\ub9ac<\/strong><\/td>\n<td>\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131, \ube44\ub514\uc624 \ub4f1 \uc5ec\ub7ec \ud615\uc2dd\uc758 \uc785\ub825\uc744 \ub3d9\uc2dc\uc5d0 \ubd84\uc11d<\/td>\n<\/tr>\n<tr>\n<td><strong>\uc0c1\ud638\ubcf4\uc644\uc801 \ud559\uc2b5<\/strong><\/td>\n<td>\uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \uc720\ud615 \uac04\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud574 \ub354 \uc815\ud655\ud55c \uacb0\uacfc \ub3c4\ucd9c<\/td>\n<\/tr>\n<tr>\n<td><strong>\ub9e5\ub77d \uc774\ud574<\/strong><\/td>\n<td>\ub2e8\uc21c\ud55c \ud328\ud134 \uc778\uc2dd\uc774 \uc544\ub2cc, \ub370\uc774\ud130 \uac04\uc758 \uc5f0\uacb0\uace0\ub9ac\ub97c \ud30c\uc545\ud574 \uc778\uac04\ucc98\ub7fc \ucd94\ub860<\/td>\n<\/tr>\n<tr>\n<td><strong>\uc2e4\uc2dc\uac04 \uc751\uc6a9<\/strong><\/td>\n<td>\ub300\ud654\ud615 AI, \uc790\uc728 \uc8fc\ud589, \uc758\ub8cc \uc9c4\ub2e8 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc989\uac01\uc801\uc778 \ud65c\uc6a9 \uac00\ub2a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2 id=\"-2-ai-\"><span class=\"ez-toc-section\" id=\"2_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%8A%94_%EC%96%B4%EB%96%BB%EA%B2%8C_%EC%9E%91%EB%8F%99%ED%95%98%EB%8A%94%EA%B0%80\"><\/span><strong>2. \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uac00?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI\uc758 \ud575\uc2ec\uc740 <strong>\ub525\ub7ec\ub2dd\uacfc \uc2e0\uacbd\ub9dd\uc758 \uacb0\ud569<\/strong>\uc785\ub2c8\ub2e4. \ud2b9\ud788, <strong>\ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer) \uc544\ud0a4\ud14d\ucc98<\/strong>\uac00 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\ub294\ub370\uc694. \uc774 \uae30\uc220\uc740 \uc5ec\ub7ec \ubaa8\ub2ec\ub9ac\ud2f0(\ub370\uc774\ud130 \ud615\ud0dc)\ub97c \ud558\ub098\uc758 \ud1b5\ud569\ub41c \ubaa8\ub378\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-1-data-fusion-\"><span class=\"ez-toc-section\" id=\"1_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%86%B5%ED%95%A9Data_Fusion\"><\/span><strong>(1) \ub370\uc774\ud130 \ud1b5\ud569(Data Fusion)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\ucd08\uae30 \uacb0\ud569(Early Fusion)<\/strong> : \uc785\ub825 \ub2e8\uacc4\uc5d0\uc11c \uc5ec\ub7ec \ub370\uc774\ud130\ub97c \ud558\ub098\ub85c \ud569\uccd0 \ucc98\ub9ac (\uc608: \uc774\ubbf8\uc9c0\uc640 \ud14d\uc2a4\ud2b8\ub97c \ub3d9\uc2dc\uc5d0 \uc784\ubca0\ub529)<\/li>\n<li><strong>\ud6c4\uae30 \uacb0\ud569(Late Fusion)<\/strong> : \uac01 \ub370\uc774\ud130\ub97c \ubcc4\ub3c4\ub85c \ubd84\uc11d\ud55c \ud6c4 \ucd5c\uc885 \ub2e8\uacc4\uc5d0\uc11c \ud1b5\ud569 (\uc608: \uc74c\uc131 \uc778\uc2dd \ud6c4 \ud14d\uc2a4\ud2b8\uc640 \uacb0\ud569\ud574 \uc758\ubbf8 \ud574\uc11d)<\/li>\n<\/ul>\n<h3 id=\"-2-cross-modal-learning-\"><span class=\"ez-toc-section\" id=\"2_%EA%B5%90%EC%B0%A8_%EB%AA%A8%EB%8B%AC_%ED%95%99%EC%8A%B5Cross-Modal_Learning\"><\/span><strong>(2) \uad50\ucc28 \ubaa8\ub2ec \ud559\uc2b5(Cross-Modal Learning)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \uc720\ud615 \uac04\uc758 \uad00\uacc4\ub97c \ud559\uc2b5 (\uc608: \uac15\uc544\uc9c0 \uc0ac\uc9c4\uc744 \ubcf4\uace0 &#8220;\uac15\uc544\uc9c0&#8221;\ub77c\ub294 \ub2e8\uc5b4\ub97c \uc5f0\uacb0)<\/li>\n<li><a href=\"https:\/\/deepmind.google\/technologies\/gemini\/\" target=\"_blank\" rel=\"noopener\">Google\uc758 Gemini<\/a>\ub294 \uc774 \ubc29\uc2dd\uc744 \ud65c\uc6a9\ud574 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uacfc \ud14d\uc2a4\ud2b8 \uc124\uba85\uc744 \uc790\uc5f0\uc2a4\ub7fd\uac8c \uacb0\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3 id=\"-3-self-supervised-learning-\"><span class=\"ez-toc-section\" id=\"3_%EC%9E%90%EA%B8%B0_%EC%A7%80%EB%8F%84_%ED%95%99%EC%8A%B5Self-Supervised_Learning\"><\/span><strong>(3) \uc790\uae30 \uc9c0\ub3c4 \ud559\uc2b5(Self-Supervised Learning)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\ub808\uc774\ube14\uc774 \uc5c6\ub294 \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \uc2a4\uc2a4\ub85c \ud559\uc2b5 (\uc608: \uc720\ud29c\ube0c \ub3d9\uc601\uc0c1\uc744 \ubd84\uc11d\ud574 \uac1d\uccb4\uc640 \uc74c\uc131\uc758 \uad00\uacc4 \ucd94\ub860)<\/li>\n<\/ul>\n<hr \/>\n<h2 id=\"-3-ai-\"><span class=\"ez-toc-section\" id=\"3_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%A0%81%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><strong>3. \uba40\ud2f0\ubaa8\ub2ec AI\uc758 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uc774 \uae30\uc220\uc740 \uc774\ubbf8 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70 \ud601\uc2e0\uc744 \uc774\ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%9C%94_%EC%9D%98%EB%A3%8C_%EB%B6%84%EC%95%BC_%EC%A0%95%ED%99%95%ED%95%9C_%EC%A7%84%EB%8B%A8_%EC%A7%80%EC%9B%90\"><\/span><strong>\u2714 \uc758\ub8cc \ubd84\uc57c: \uc815\ud655\ud55c \uc9c4\ub2e8 \uc9c0\uc6d0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d<\/strong> : X-ray, MRI, CT \uc2a4\uce94\uc744 AI\uac00 \ubd84\uc11d\ud574 \uc758\uc0ac\uc5d0\uac8c \ubcf4\uc870 \ud310\ub2e8 \uc81c\uacf5<\/li>\n<li><strong>\ud658\uc790 \uae30\ub85d \ud1b5\ud569<\/strong> : \uc74c\uc131 \uae30\ub85d, \ud14d\uc2a4\ud2b8 \uc9c4\ub2e8\uc11c, \uc758\ub8cc\u5f71\u50cf\uc744 \uc885\ud569\ud574 \ub9de\ucda4\ud615 \uce58\ub8cc \uacc4\ud68d \uc218\ub9bd<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%9C%94_%EA%B5%90%EC%9C%A1_%EB%B6%84%EC%95%BC_%EB%A7%9E%EC%B6%A4%ED%98%95_%ED%95%99%EC%8A%B5_%EA%B2%BD%ED%97%98\"><\/span><strong>\u2714 \uad50\uc721 \ubd84\uc57c: \ub9de\ucda4\ud615 \ud559\uc2b5 \uacbd\ud5d8<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\ub300\ud654\ud615 \ud29c\ud130\ub9c1<\/strong> : \ud559\uc0dd\uc758 \uc74c\uc131 \uc9c8\ubb38\uacfc \ud544\uae30 \ub0b4\uc6a9\uc744 \ubd84\uc11d\ud574 \uac1c\uc778\ud654\ub41c \ud53c\ub4dc\ubc31 \uc81c\uacf5<\/li>\n<li><a href=\"https:\/\/www.khanacademy.org\/\" target=\"_blank\" rel=\"noopener\">Khan Academy\uc758 AI \ud29c\ud130<\/a>\ub294 \uba40\ud2f0\ubaa8\ub2ec \ud559\uc2b5\uc744 \ud65c\uc6a9\ud574 \ubcf5\uc7a1\ud55c \uc218\ud559 \ubb38\uc81c\ub97c \ub2e8\uacc4\ubcc4\ub85c \uc124\uba85\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3 id=\"-\"><span class=\"ez-toc-section\" id=\"%E2%9C%94_%EC%97%94%ED%84%B0%ED%85%8C%EC%9D%B8%EB%A8%BC%ED%8A%B8_%EC%B0%BD%EC%9D%98%EC%A0%81%EC%9D%B8_%EC%BD%98%ED%85%90%EC%B8%A0_%EC%A0%9C%EC%9E%91\"><\/span><strong>\u2714 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8: \ucc3d\uc758\uc801\uc778 \ucf58\ud150\uce20 \uc81c\uc791<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>AI \uc601\uc0c1 \ud3b8\uc9d1<\/strong> : \uc74c\uc131 \ub300\ubcf8\uacfc \uc601\uc0c1 \uc7a5\uba74\uc744 \ub9e4\uce6d\ud574 \uc790\ub3d9 \ud558\uc774\ub77c\uc774\ud2b8 \uc0dd\uc131<\/li>\n<li><strong>\uac00\uc0c1 \uc778\ud50c\ub8e8\uc5b8\uc11c<\/strong> : DeepSeek\uc758 \ucc57\ubd07\uacfc \uac19\uc740 AI\uac00 \ud14d\uc2a4\ud2b8+\uc774\ubbf8\uc9c0+\uc74c\uc131\uc744 \uacb0\ud569\ud574 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654 \uac00\ub2a5<\/li>\n<\/ul>\n<hr \/>\n<h2 id=\"-4-ai-\"><span class=\"ez-toc-section\" id=\"4_%EC%95%9E%EC%9C%BC%EB%A1%9C%EC%9D%98_%EC%A0%84%EB%A7%9D_%EC%9D%B8%EA%B0%84%EA%B3%BC_AI%EC%9D%98_%ED%98%91%EB%A0%A5_%EC%8B%9C%EB%8C%80\"><\/span><strong>4. \uc55e\uc73c\ub85c\uc758 \uc804\ub9dd: \uc778\uac04\uacfc AI\uc758 \ud611\ub825 \uc2dc\ub300<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc810\uc810 \ub354 \uc778\uac04\uc758 \uc778\uc9c0 \ubc29\uc2dd\uc5d0 \uac00\uae4c\uc6cc\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \uba87 \ub144 \uc548\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ubcc0\ud654\uac00 \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ub354 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc778\uac04-AI \uc0c1\ud638\uc791\uc6a9<\/strong> : \uc74c\uc131, \ud45c\uc815, \uc81c\uc2a4\ucc98\uae4c\uc9c0 \uc774\ud574\ud558\ub294 AI \ube44\uc11c \ub4f1\uc7a5<\/li>\n<li><strong>\uc2e4\uc2dc\uac04 \ubc88\uc5ed\uc758 \uc9c4\ud654<\/strong> : \ud654\uc0c1 \ud68c\uc758\uc5d0\uc11c \ubc1c\uc5b8\uc790\uc758 \ud45c\uc815\uacfc \uc5b5\uc591\uae4c\uc9c0 \ubc18\uc601\ud55c \uc815\ud655\ud55c \ud1b5\uc5ed<\/li>\n<li><strong>\ucc3d\uc758\uc801 AI\uc758 \ubc1c\uc804<\/strong> : \uadf8\ub9bc, \uc74c\uc545, \uc601\uc0c1 \uc81c\uc791\uc5d0\uc11c \uc778\uac04\uacfc \ud611\uc5c5\ud558\ub294 AI \uc544\ud2f0\uc2a4\ud2b8 \uc99d\uac00<\/li>\n<\/ul>\n<p>\ud558\uc9c0\ub9cc, <strong>\uc724\ub9ac\uc801 \ubb38\uc81c<\/strong> (\uc608: \ud3b8\ud5a5\uc131, \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc)\uc640 <strong>\uae30\uc220\uc801 \ud55c\uacc4<\/strong> (\uc608: \ubcf5\uc7a1\ud55c \uac10\uc815 \uc774\ud574)\ub3c4 \ud568\uaed8 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2 id=\"-5-ai-\"><span class=\"ez-toc-section\" id=\"5_%EA%B2%B0%EB%A1%A0_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_AI%EB%8A%94_%EC%9A%B0%EB%A6%AC%EC%9D%98_%EB%AF%B8%EB%9E%98%EB%A5%BC_%EC%96%B4%EB%96%BB%EA%B2%8C_%EB%B0%94%EA%BF%80%EA%B9%8C\"><\/span><strong>5. \uacb0\ub860: \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc6b0\ub9ac\uc758 \ubbf8\ub798\ub97c \uc5b4\ub5bb\uac8c \ubc14\uafc0\uae4c?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uba40\ud2f0\ubaa8\ub2ec AI\ub294 \ub354 \uc774\uc0c1 \uacf5\uc0c1\uacfc\ud559\uc758 \uc601\uc5ed\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ubbf8 \uc6b0\ub9ac \uc0b6 \uc18d\uc5d0 \uc2a4\uba70\ub4e4\uc5b4 \ub354 \uc2a4\ub9c8\ud2b8\ud558\uace0 \uc9c1\uad00\uc801\uc778 \uae30\uc220\uc744 \uc120\ubcf4\uc774\uace0 \uc788\uc8e0. \uc774 \uae30\uc220\uc774 \ubc1c\uc804\ud560\uc218\ub85d \uc778\uac04\uacfc \uae30\uacc4\uc758 \uacbd\uacc4\ub294 \uc810\uc810 \ud750\ub824\uc9c8 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub7ec\ubd84\uc740 \uba40\ud2f0\ubaa8\ub2ec AI\uac00 \uc5b4\ub5a4 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ud601\uc2e0\uc801\uc77c \uac83 \uac19\ub098\uc694? \uc758\ub8cc, \uad50\uc721, \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uc544\ub2c8\uba74 \uc644\uc804\ud788 \uc0c8\ub85c\uc6b4 \uc601\uc5ed\uc77c\uae4c\uc694?<\/p>\n<blockquote><p><strong>\ud83d\udca1 AI \uae30\uc220\uc5d0 \ub300\ud55c \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc5bb\uace0 \uc2f6\ub2e4\uba74?<\/strong><br \/>\nDeepSeek\uc758 \ucd5c\uc2e0 \uc5f0\uad6c\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694!<\/p><\/blockquote>\n<p>\uc774\uc81c AI\ub294 \ub2e8\uc21c\ud55c \ub3c4\uad6c\ub97c \ub118\uc5b4, \uc6b0\ub9ac\uc758 \uc0dd\uac01\uc744 \uc774\ud574\ud558\uace0 \ubcf4\uc644\ud558\ub294 \uc9c4\uc815\ud55c \ud30c\ud2b8\ub108\ub85c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804\uc774 \ub354\uc6b1 \uae30\ub300\ub418\ub294 \uc774\uc720\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc AI \uae30\uc220\uc740 \uae09\uaca9\ud788 \ubc1c\uc804\ud558\uba70 \ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \ucc98\ub9ac\uc5d0\uc11c \ubc97\uc5b4\ub098, \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc815\ubcf4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub2e8\uacc4\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc2ec\uc5d0 \uc788\ub294 \uac83\uc774 \uba40\ud2f0\ubaa8\ub2ec AI(Multi Modal AI)\uc778\ub370\uc694. \uc774 \uae30\uc220\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131, \ube44\ub514\uc624 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \ub370\uc774\ud130\ub97c \ub3d9\uc2dc\uc5d0 \ud574\uc11d\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc778\uac04\ucc98\ub7fc \uc0ac\uace0\ud558\uace0 \uc774\ud574\ud558\ub294 \uba40\ud2f0\ubaa8\ub2ec AI\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\uba70, \uc5b4\ub5a4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc904\uae4c\uc694? \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \uba40\ud2f0\ubaa8\ub2ec [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":27584,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"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":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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