{"id":58905,"date":"2026-02-26T14:13:48","date_gmt":"2026-02-26T14:13:48","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/causal-artificial-intelligence-market-mordor\/"},"modified":"2026-09-18T17:40:09","modified_gmt":"2026-09-18T08:40:09","slug":"causal-artificial-intelligence-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/causal-artificial-intelligence-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \uc778\uacfc\ud615 AI \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2025-2030)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/causal-AI-market-1753252531747-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/causal-artificial-intelligence-market-size-image-1753970089797.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \uc11c\ub860<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \uc5f0\uad6c \uac00\uc815 \ubc0f \uc2dc\uc7a5 \uc815\uc758<\/li>\n<li class=\"toc-level-2\">1.2 \uc5f0\uad6c \ubc94\uc704<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">3. \uc694\uc57d<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">4. \uc2dc\uc7a5 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \uc2dc\uc7a5 \uac1c\uc694<\/li>\n<li class=\"toc-level-2\">4.2 \uc2dc\uc7a5 \ub3d9\uc778\n<ul>\n<li class=\"toc-level-3\">4.2.1 \uaddc\uc81c \ubd80\ubb38\uc5d0\uc11c \uc124\uba85 \uac00\ub2a5\ud55c AI\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.2 \uc758\uc0ac\uacb0\uc815 \uc778\ud154\ub9ac\uc804\uc2a4 \ud50c\ub7ab\ud3fc(BFSI, \ud5ec\uc2a4\ucf00\uc5b4)\uc758 \ubc30\ud3ec \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.3 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc758 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc778\uacfc AI \ud234\ud0b7<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc778\uacfc \ucd94\ub860\uacfc LLM\uc758 \uc735\ud569<\/li>\n<li class=\"toc-level-3\">4.2.5 \ub370\uc774\ud130 \ud68c\uc218 \uc18d \uc628\ud504\ub808\ubbf8\uc2a4 \uc778\uacfc AI\ub85c\uc758 \uc804\ud658<\/li>\n<li class=\"toc-level-3\">4.2.6 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801\uc778 \uc778\uacfc \ubc1c\uacac \uc54c\uace0\ub9ac\uc998<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \uc2dc\uc7a5 \uc81c\uc57d\n<ul>\n<li class=\"toc-level-3\">4.3.1 \uc778\uacfc \ucd94\ub860 \uae30\uc220 \uc5ed\ub7c9\uc758 \uc778\uc7ac \uaca9\ucc28<\/li>\n<li class=\"toc-level-3\">4.3.2 \ub808\uac70\uc2dc \ubd84\uc11d\uacfc\uc758 \ub192\uc740 \ud1b5\ud569 \ube44\uc6a9<\/li>\n<li class=\"toc-level-3\">4.3.3 \uc778\uacfc \ubaa8\ub378\uc5d0 \ub300\ud55c \ubca4\uce58\ub9c8\ud0b9 \ud45c\uc900 \ubd80\uc871<\/li>\n<li class=\"toc-level-3\">4.3.4 \ubc18\uc0ac\uc2e4 \uc790\ub3d9\ud654 \uad00\ub828 \uaddc\uc81c \uc704\ud5d8<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.5 \uaddc\uc81c \ud658\uacbd<\/li>\n<li class=\"toc-level-2\">4.6 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.7 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.7.1 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.2 \uad6c\ub9e4\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.3 \uacf5\uae09\uc790\uc758 \uad50\uc12d\ub825<\/li>\n<li class=\"toc-level-3\">4.7.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.7.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \uc81c\uacf5 \ubc29\uc2dd\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \ud50c\ub7ab\ud3fc\/\ub3c4\uad6c<\/li>\n<li class=\"toc-level-3\">5.1.2 \uc11c\ube44\uc2a4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \ubc30\ud3ec \ubc29\uc2dd\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc628\ud504\ub808\ubbf8\uc2a4<\/li>\n<li class=\"toc-level-3\">5.2.3 \ud558\uc774\ube0c\ub9ac\ub4dc<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \uc704\ud5d8 \ubc0f \uaddc\uc815 \uc900\uc218 \ubd84\uc11d<\/li>\n<li class=\"toc-level-3\">5.3.2 \ub9c8\ucf00\ud305 \ubc0f \uace0\uac1d \ud1b5\ucc30\ub825<\/li>\n<li class=\"toc-level-3\">5.3.3 \uacf5\uae09\ub9dd \ubc0f \uc6b4\uc601 \ucd5c\uc801\ud654<\/li>\n<li class=\"toc-level-3\">5.3.4 \uc815\ubc00 \uc758\ud559 \ubc0f \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0<\/li>\n<li class=\"toc-level-3\">5.3.5 \uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \ubcf4\uc548 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li class=\"toc-level-3\">5.3.6 \uc815\ucc45 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uacf5\uacf5 \ubd80\ubb38 \uacc4\ud68d<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \uc0b0\uc5c5 \uc218\uc9c1\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \ud5ec\uc2a4\ucf00\uc5b4<\/li>\n<li class=\"toc-level-3\">5.4.2 BFSI<\/li>\n<li class=\"toc-level-3\">5.4.3 \uc81c\uc870 \ubc0f \uc0b0\uc5c5<\/li>\n<li class=\"toc-level-3\">5.4.4 \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/li>\n<li class=\"toc-level-3\">5.4.5 \ud1b5\uc2e0<\/li>\n<li class=\"toc-level-3\">5.4.6 \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38<\/li>\n<li class=\"toc-level-3\">5.4.7 \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ubd81\ubbf8<\/li>\n<li class=\"toc-level-4\">5.5.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \uba55\uc2dc\ucf54<\/li>\n<li class=\"toc-level-3\">5.5.2 \ub0a8\ubbf8<\/li>\n<li class=\"toc-level-4\">5.5.2.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \uae30\ud0c0 \ub0a8\ubbf8<\/li>\n<li class=\"toc-level-3\">5.5.3 \uc720\ub7fd<\/li>\n<li class=\"toc-level-4\">5.5.3.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \uc774\ud0c8\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \uae30\ud0c0 \uc720\ub7fd<\/li>\n<li class=\"toc-level-3\">5.5.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\n<li class=\"toc-level-4\">5.5.4.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \uae30\ud0c0 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591<\/li>\n<li class=\"toc-level-3\">5.5.5 \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-4\">5.5.5.1 \uc911\ub3d9<\/li>\n<li class=\"toc-level-5\">5.5.5.1.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-5\">5.5.5.1.3 \ud280\ub974\ud0a4\uc608<\/li>\n<li class=\"toc-level-5\">5.5.5.1.4 \uae30\ud0c0 \uc911\ub3d9<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \uc544\ud504\ub9ac\uce74<\/li>\n<li class=\"toc-level-5\">5.5.5.2.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-5\">5.5.5.2.2 \uae30\ud0c0 \uc544\ud504\ub9ac\uce74<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">6.4 \uae30\uc5c5 \ud504\ub85c\ud544 {(\uae00\ub85c\ubc8c \uc218\uc900 \uac1c\uc694, \uc2dc\uc7a5 \uc218\uc900 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc7ac\ubb34 \uc815\ubcf4, \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)}\n<ul>\n<li class=\"toc-level-3\">6.4.1 \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.2 IBM \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.3 \uad6c\uae00 LLC<\/li>\n<li class=\"toc-level-3\">6.4.4 \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.5 \uc784\ud384\uc2a4 \uc774\ub178\ubca0\uc774\uc158\uc2a4 \ub9ac\ubbf8\ud2f0\ub4dc (causaLens)<\/li>\n<li class=\"toc-level-3\">6.4.6 \ub370\uc774\ud130\ub85c\ubd07, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.7 \uc138\uc77c\uc988\ud3ec\uc2a4, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.8 \uba54\ud0c0 \ud50c\ub7ab\ud3fc\uc2a4, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.9 H2O.ai, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.10 \uc624\ub77c\ud074 \ucf54\ud37c\ub808\uc774\uc158<\/li>\n<li class=\"toc-level-3\">6.4.11 \ud53c\ub4e4\ub7ec \ub7a9\uc2a4 Inc.<\/li>\n<li class=\"toc-level-3\">6.4.12 \ud30c\uc774\uba54\ud2b8\ub9ad\uc2a4, (\ud558\uc774\uc5b4\ubdf0) Inc.<\/li>\n<li class=\"toc-level-3\">6.4.13 \uace0\ucfe0.AI<\/li>\n<li class=\"toc-level-3\">6.4.14 Causalens \uc624\ud508\uc18c\uc2a4 (EconML, DoWhy)<\/li>\n<li class=\"toc-level-3\">6.4.15 C3.ai, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.16 \uc555\uc8fc<\/li>\n<li class=\"toc-level-3\">6.4.17 \ub9b4\ub808\uc774\uc154\ub110AI<\/li>\n<li class=\"toc-level-3\">6.4.18 \ub2e4\uc774\ub098\ud2b8\ub808\uc774\uc2a4, Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 SAS \uc778\uc2a4\ud2f0\ud29c\ud2b8 Inc<\/li>\n<li class=\"toc-level-3\">6.4.20 \uc544\ud3ec\ub9ac\uc544 \ud14c\ud06c\ub180\ub85c\uc9c0\uc2a4 Inc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. \uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Causal AI \uc2dc\uc7a5\uc740 2025\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 41.8%\uc758 \ub192\uc740 \uc131\uc7a5\ub960\uc744 \uae30\ub85d\ud558\uba70 \uae09\uaca9\ud788 \ud655\uc7a5\ub420 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. Mordor Intelligence \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, \uc2dc\uc7a5 \uaddc\ubaa8\ub294 2025\ub144 7,969\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2030\ub144 4\uc5b5 5,680\ub9cc \ub2ec\ub7ec\uc5d0 \uc774\ub97c \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc740 \uc0c1\uad00\uad00\uacc4 \uae30\ubc18 \ubd84\uc11d\uc5d0\uc11c \uc9c4\uc815\ud55c \uc778\uacfc\uad00\uacc4 \ucd94\ub860\uc73c\ub85c\uc758 \uc804\ud658, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uacfc\uc758 \ud1b5\ud569, \uadf8\ub9ac\uace0 \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uae08\uc735 \ubd80\ubb38\uc5d0\uc11c \uc124\uba85 \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uaddc\uc81c \uac15\ud654\uc5d0 \ud798\uc785\uc740 \ubc14\uac00 \ud07d\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 Causal AI \uc2dc\uc7a5\uc744 \uc81c\uacf5 \ubc29\uc2dd(\ud50c\ub7ab\ud3fc\/\ub3c4\uad6c, \uc11c\ube44\uc2a4), \ubc30\ud3ec \ubc29\uc2dd(\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4, \ud558\uc774\ube0c\ub9ac\ub4dc), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc704\ud5d8 \ubc0f \uaddc\uc81c \uc900\uc218 \ubd84\uc11d \ub4f1), \uc0b0\uc5c5 \uc218\uc9c1(\ud5ec\uc2a4\ucf00\uc5b4, \uc81c\uc870 \ubc0f \uc0b0\uc5c5, \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798 \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed(\ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74)\ubcc4\ub85c \uc138\ubd84\ud654\ud558\uc5ec \ubd84\uc11d\ud569\ub2c8\ub2e4. \ubd81\ubbf8\uac00 \ud604\uc7ac \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc9c0\ub9cc, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\uc138\ub97c \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc131\uc7a5 \ub3d9\ub825<\/p>\n<p>Causal AI \uc2dc\uc7a5\uc758 \uc131\uc7a5\uc740 \uc6b4\uc601 \uc870\uac74 \ubcc0\ud654\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \ubaa8\ub378\uc744 \ucd94\uad6c\ud558\ub294 \uae30\uc5c5\ub4e4\uc774 \uc0c1\uad00\uad00\uacc4 \ubd84\uc11d\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \ub354 \uc815\ud655\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud574 \uc778\uacfc\uad00\uacc4 \ucd94\ub860\uc744 \ub3c4\uc785\ud558\ub824\ub294 \uacbd\ud5a5\uc5d0 \ud798\uc785\uc5b4 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \uc0c1\uad00\uad00\uacc4 \uae30\ubc18 \ubaa8\ub378\uc740 \ub370\uc774\ud130 \uac04\uc758 \ud1b5\uacc4\uc801 \uc5f0\uad00\uc131\uc744 \ud30c\uc545\ud558\ub294 \ub370\ub294 \uc720\uc6a9\ud558\uc9c0\ub9cc, \ud2b9\uc815 \ud589\ub3d9\uc774\ub098 \uac1c\uc785\uc774 \uc5b4\ub5a4 \uacb0\uacfc\ub97c \ucd08\ub798\ud558\ub294\uc9c0\uc5d0 \ub300\ud55c &#8216;\uc65c&#8217;\ub77c\ub294 \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ubc18\uba74 Causal AI\ub294 \ubcc0\uc218\ub4e4 \uac04\uc758 \uc778\uacfc\uad00\uacc4\ub97c \uba85\ud655\ud788 \ubc1d\ud600\ub0b4\uc5b4, \uae30\uc5c5\uc774 \uc608\uce21 \ubd88\uac00\ub2a5\ud55c \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uacac\uace0\ud558\uace0 \uc124\uba85 \uac00\ub2a5\ud55c \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc5d0\uc11c\ub294 \uce58\ub8cc\ubc95\uc758 \ud6a8\uacfc\ub97c \uc815\ud655\ud788 \ud3c9\uac00\ud558\uace0, \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub9ac\uc2a4\ud06c\ub97c \ubcf4\ub2e4 \uc815\ubc00\ud558\uac8c \uad00\ub9ac\ud558\uba70, \ub9c8\ucf00\ud305\uc5d0\uc11c\ub294 \ucea0\ud398\uc778\uc758 \uc2e4\uc81c \ud6a8\uacfc\ub97c \uce21\uc815\ud558\ub294 \ub370 Causal AI\uc758 \uc911\uc694\uc131\uc774 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uacfc\uc758 \ud1b5\ud569\uc740 Causal AI\uc758 \uc801\uc6a9 \ubc94\uc704\ub97c \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. LLM\uc740 \ubc29\ub300\ud55c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \ud0c1\uc6d4\ud558\uba70, Causal AI\ub294 \uc774\ub7ec\ud55c \ud328\ud134 \ub4a4\uc5d0 \uc228\uaca8\uc9c4 \uc778\uacfc\uc801 \uba54\ucee4\ub2c8\uc998\uc744 \uc774\ud574\ud558\uace0 \uc124\uba85\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \uc774\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ubc18\uc758 \uc758\uc0ac\uacb0\uc815 \uc2dc\uc2a4\ud15c\uc774 \ub354\uc6b1 \uc2e0\ub8b0\ud560 \uc218 \uc788\uace0 \ud22c\uba85\ud558\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uae08\uc735 \ubd80\ubb38\uc5d0\uc11c \uc124\uba85 \uac00\ub2a5\uc131(Explainability)\uc5d0 \ub300\ud55c \uaddc\uc81c \uac15\ud654\ub294 Causal AI \uc2dc\uc7a5 \uc131\uc7a5\uc758 \uc8fc\uc694 \ub3d9\ub825 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc774\ub4e4 \uc0b0\uc5c5\uc5d0\uc11c\ub294 AI \ubaa8\ub378\uc758 \uc608\uce21\uc774 \uc5b4\ub5bb\uac8c \ub3c4\ucd9c\ub418\uc5c8\ub294\uc9c0 \uba85\ud655\ud558\uac8c \uc124\uba85\ud558\uace0, \uadf8 \uacb0\uc815\uc774 \uacf5\uc815\ud558\uba70 \ud3b8\ud5a5\ub418\uc9c0 \uc54a\uc558\uc74c\uc744 \uc785\uc99d\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. Causal AI\ub294 \ubaa8\ub378\uc758 \ub0b4\ubd80 \uc791\ub3d9 \ubc29\uc2dd\uc744 \ud22c\uba85\ud558\uac8c \uacf5\uac1c\ud558\uace0, \ud2b9\uc815 \uacb0\uacfc\uc5d0 \ub300\ud55c \uc778\uacfc\uc801 \uc694\uc778\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uaddc\uc81c \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\uc2dc\ud0a4\ub294 \ub370 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774\ub294 \uae30\uc5c5\ub4e4\uc774 \uaddc\uc81c \uc900\uc218\ub97c \ub118\uc5b4, AI \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub97c \uad6c\ucd95\ud558\uace0 \uc724\ub9ac\uc801\uc778 AI \uc0ac\uc6a9\uc744 \ucd09\uc9c4\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubcf4\uace0\uc11c\ub294 \uae00\ub85c\ubc8c \uc778\uacfc\uad00\uacc4 AI(Causal AI) \uc2dc\uc7a5\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uc7a5\uc758 \uc815\uc758, \uc5f0\uad6c \ubc94\uc704 \ubc0f \ubc29\ubc95\ub860\uc744 \ud3ec\ud568\ud558\uba70, \ud604\uc7ac \uc2dc\uc7a5 \ud658\uacbd\uacfc \ubbf8\ub798 \uc131\uc7a5 \uc804\ub9dd\uc744 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ub3d9\uc778\uc73c\ub85c\ub294 \uaddc\uc81c \uc0b0\uc5c5 \ub0b4 \uc124\uba85 \uac00\ub2a5\ud55c AI(Explainable AI)\uc5d0 \ub300\ud55c \uc218\uc694 \uc99d\uac00, BFSI \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc758 \uc758\uc0ac\uacb0\uc815 \uc778\ud154\ub9ac\uc804\uc2a4 \ud50c\ub7ab\ud3fc \ub3c4\uc785 \ud655\ub300, \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc758 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc778\uacfc\uad00\uacc4 AI \ud234\ud0b7 \uc81c\uacf5, \uc778\uacfc \ucd94\ub860\uacfc LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378)\uc758 \uc735\ud569, \ub370\uc774\ud130 \uc8fc\uad8c \ud655\ubcf4 \ubc0f \uaddc\uc81c \uc900\uc218 \uc694\uad6c\uc5d0 \ub530\ub978 \uc628\ud504\ub808\ubbf8\uc2a4 \uc778\uacfc\uad00\uacc4 AI\ub85c\uc758 \uc804\ud658, \uadf8\ub9ac\uace0 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801\uc778 \uc778\uacfc\uad00\uacc4 \ubc1c\uacac \uc54c\uace0\ub9ac\uc998\uc758 \ubc1c\uc804\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778\uc73c\ub85c\ub294 \uc778\uacfc \ucd94\ub860 \uae30\uc220\uc744 \ubcf4\uc720\ud55c \uc778\uc7ac \ubd80\uc871, \ub808\uac70\uc2dc \ubd84\uc11d \uc2dc\uc2a4\ud15c\uacfc\uc758 \ub192\uc740 \ud1b5\ud569 \ube44\uc6a9, \uc778\uacfc \ubaa8\ub378\uc5d0 \ub300\ud55c \ubca4\uce58\ub9c8\ud0b9 \ud45c\uc900 \ubd80\uc7ac, \uadf8\ub9ac\uace0 \ubc18\uc0ac\uc2e4 \uc790\ub3d9\ud654(counterfactual automation)\uc640 \uad00\ub828\ub41c \uaddc\uc81c \uc704\ud5d8 \ub4f1\uc774 \uc9c0\uc801\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc778\uacfc\uad00\uacc4 AI \uc2dc\uc7a5\uc740 2025\ub144 7,969\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc5d0\uc11c 2030\ub144\uc5d0\ub294 4\uc5b5 5,680\ub9cc \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \ud2b9\ud788 \uc544\uc2dc\uc544-\ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uacf5\uaca9\uc801\uc778 \uad6d\uac00 AI \ud504\ub85c\uadf8\ub7a8\uacfc \uc778\ud504\ub77c \ud22c\uc790\uc5d0 \ud798\uc785\uc5b4 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 44.05%\uc758 \uac00\uc7a5 \ube60\ub978 \uc131\uc7a5\ub960\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uce21\uba74\uc5d0\uc11c\ub294 \uc815\ubc00 \uc758\ud559 \ubc0f \uc784\uc0c1 \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \ubd84\uc57c\uac00 \ub2e4\uc591\ud55c \uc9c8\ubcd1\uc5d0 \uac78\uccd0 95%\uc758 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud558\ub294 \uc778\uacfc \uc9c4\ub2e8\uc744 \ud65c\uc6a9\ud558\uc5ec 2030\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 46.64%\ub85c \uac00\uc7a5 \ub192\uc740 \uc131\uc7a5\uc744 \uae30\ub85d\ud560 \uac83\uc785\ub2c8\ub2e4. \uc628\ud504\ub808\ubbf8\uc2a4 \ubc30\ud3ec\ub294 \ub370\uc774\ud130 \uc8fc\uad8c \ud655\ubcf4 \ubc0f \ud074\ub77c\uc6b0\ub4dc \uc804\uc6a9 \ud638\uc2a4\ud305 \ub300\ube44 \ucd5c\ub300 70%\uc758 \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub85c \uc778\ud574 \ubaa8\uba58\ud140\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf4\uace0\uc11c\ub294 \uc81c\ud488(\ud50c\ub7ab\ud3fc\/\ub3c4\uad6c, \uc11c\ube44\uc2a4), \ubc30\ud3ec \ubc29\uc2dd(\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4, \ud558\uc774\ube0c\ub9ac\ub4dc), \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc704\ud5d8 \ubc0f \uaddc\uc815 \uc900\uc218 \ubd84\uc11d, \ub9c8\ucf00\ud305 \ubc0f \uace0\uac1d \uc778\uc0ac\uc774\ud2b8, \uacf5\uae09\ub9dd \ubc0f \uc6b4\uc601 \ucd5c\uc801\ud654, \uc815\ubc00 \uc758\ud559 \ubc0f \uc784\uc0c1 \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0, \uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \ubcf4\uc548 \ubaa8\ub2c8\ud130\ub9c1, \uc815\ucc45 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uacf5\uacf5 \ubd80\ubb38 \uacc4\ud68d), \uc0b0\uc5c5 \uc218\uc9c1(\ud5ec\uc2a4\ucf00\uc5b4, BFSI, \uc81c\uc870 \ubc0f \uc0b0\uc5c5, \uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798, \ud1b5\uc2e0, \uc815\ubd80 \ubc0f \uacf5\uacf5 \ubd80\ubb38, \uc5d0\ub108\uc9c0 \ubc0f \uc720\ud2f8\ub9ac\ud2f0), \uadf8\ub9ac\uace0 \uc9c0\uc5ed\ubcc4(\ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544-\ud0dc\ud3c9\uc591, \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74)\ub85c \uc2dc\uc7a5\uc744 \uc138\ubd84\ud654\ud558\uc5ec \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc740 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d\uc744 \ud3ec\ud568\ud558\uba70, Microsoft, IBM, Google, Amazon Web Services \ub4f1 \uc8fc\uc694 20\uac1c \uae30\uc5c5\uc758 \ud504\ub85c\ud544\uc744 \uc0c1\uc138\ud788 \ub2e4\ub8f9\ub2c8\ub2e4. \uc2dc\uc7a5 \uae30\ud68c\uc640 \ubbf8\ub798 \uc804\ub9dd\uc5d0 \ub300\ud55c \ubd84\uc11d\ub3c4 \uc81c\uacf5\ub429\ub2c8\ub2e4. \uc778\uacfc\uad00\uacc4 AI\uc758 \uad11\ubc94\uc704\ud55c \ucc44\ud0dd\uc744 \uac00\ub85c\ub9c9\ub294 \uc8fc\uc694 \uc7a5\ubcbd\uc740 \uace0\uae09 \uc778\uacfc \ucd94\ub860 \uae30\uc220\uc744 \uac00\uc9c4 \uc778\uc7ac \ubd80\uc871\uc73c\ub85c, \uc774\ub294 \uc804\ud1b5\uc801\uc778 \uba38\uc2e0\ub7ec\ub2dd \uc5ed\ud560 \ub300\ube44 35% \uc774\uc0c1\uc758 \ub192\uc740 \ucc44\uc6a9 \ud504\ub9ac\ubbf8\uc5c4\uc744 \uc694\uad6c\ud558\ub294 \uac83\uc73c\ub85c 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