{"id":17526,"date":"2025-06-19T21:41:49","date_gmt":"2025-06-19T14:41:49","guid":{"rendered":"https:\/\/hblabgroup.com\/?p=17526"},"modified":"2025-06-19T21:41:49","modified_gmt":"2025-06-19T14:41:49","slug":"key-trends-driving-innovation-and-revenue-generation-for-ai-future","status":"publish","type":"post","link":"https:\/\/hblabgroup.com\/ko\/key-trends-driving-innovation-and-revenue-generation-for-ai-future\/","title":{"rendered":"AI \ubbf8\ub798\uc5d0 \uad00\ud55c \ud601\uc2e0\uacfc \uc218\uc775 \ucc3d\ucd9c\uc744 \uc774\ub044\ub294 5\uac00\uc9c0 \ud575\uc2ec \ud2b8\ub80c\ub4dc"},"content":{"rendered":"<p>AI\ub294 \uc774\uc81c \uae30\uc220\uc801 \uc778\uc0c1 \uadf8 \uc774\uc0c1\uc73c\ub85c \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\ub294 \uc131\uc219\uae30\ub85c \uc811\uc5b4\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud750\ub984 \uc18d\uc5d0\uc11c <strong>AI \ubbf8\ub798\ub97c \ud615\uc131\ud558\ub294 5\uac00\uc9c0 \ud575\uc2ec \ud2b8\ub80c\ub4dc<\/strong>\uac00 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud2b8\ub80c\ub4dc\ub294 \ud558\ub4dc\uc6e8\uc5b4 <strong>\uc778\ud504\ub77c, \ucd94\ub860 \ub2a5\ub825, \uc790\uc728 \uc2dc\uc2a4\ud15c, \ud22c\uc790 \uc218\uc775 \uce21\uc815<\/strong>\uae4c\uc9c0 \ud3ec\uad04\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc740 AI \ud750\ub984\uc744 \ub2e8\uc21c\ud788 \ub530\ub77c\uac00\ub294 \uac83\uc744 \ub118\uc5b4\uc11c, \uc774\ub97c \ud1b5\ud574 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc218\uc775 \ucc3d\ucd9c \uae30\ud68c\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub370 \ubaa9\uc801\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><strong>AI <\/strong><strong>\ucd94\ub860<\/strong><strong>(AI Reasoning)<\/strong><strong>\uacfc<\/strong> <strong>\ud2b9\uc218<\/strong> <strong>\ubc18\ub3c4\uccb4<\/strong> <strong>\uc218\uc694\uc758<\/strong> <strong>\uae09\uc99d<\/strong><\/h2>\n<p>AI \ucd94\ub860(AI Reasoning)\uc758 \uae09\uaca9\ud55c \ubc1c\uc804\uc740 \ub17c\ub9ac \ubd84\uc11d, \uc2ec\uce35 \ud559\uc2b5, \uc758\uc0ac\uacb0\uc815 \ub2a5\ub825\uc744 \uac16\ucd98 \ucc28\uc138\ub300 AI\ub85c\uc11c, \ucef4\ud4e8\ud305 \ud30c\uc6cc \uc218\uc694\ub97c \ud3ed\ubc1c\uc801\uc73c\ub85c \uc99d\uac00\uc2dc\ud0a4\ub294 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 AI \uc2dc\uc2a4\ud15c\uc774 \uc790\uc5f0\uc5b4 \uc774\ud574\ub098 \uae30\ubcf8 \uc815\ubcf4 \ucc98\ub9ac\uc5d0 \uba38\ubb3c\ub800\ub358 \uac83\uacfc \ub2ec\ub9ac, AI \ucd94\ub860\uc740 \ud559\uc2b5(training), \ubbf8\uc138 \uc870\uc815(fine-tuning), \ucd94\ub860(inference)\uc758 \uc138 \ub2e8\uacc4 \ubaa8\ub450\uc5d0\uc11c \uace0\ub3c4\ud654\ub41c \ucc98\ub9ac \ub2a5\ub825\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uc694\uad6c\ub97c \ucda9\uc871\ud558\uae30 \uc704\ud574 \uae30\uc220 \uae30\uc5c5\ub4e4\uc740 \uba54\ubaa8\ub9ac \uad00\ub9ac, \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131, \ud2b9\uc218 \ubaa9\uc801 \uce69(custom silicon) \uc124\uacc4 \ub4f1 \ub9de\ucda4\ud615 \ucef4\ud4e8\ud305 \uc778\ud504\ub77c\uc5d0 \uc9d1\uc911 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788 \ub208\uc5d0 \ub744\ub294 \ubcc0\ud654\ub294 \ubc94\uc6a9 GPU\uc5d0\uc11c AI \uc804\uc6a9 ASIC(Application-Specific Integrated Circuits)\uc73c\ub85c\uc758 \uc804\ud658\uc785\ub2c8\ub2e4.<\/p>\n<p>GPU\ub294 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc720\uc5f0\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc9c0\ub9cc ASIC\uc740 \ud2b9\uc815 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \ud6e8\uc52c \ub192\uc740 \uc131\ub2a5\uacfc \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub294 \ud2b9\uc815 \uae30\ub2a5\uc5d0 \uc9d1\uc911\ud574 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub824\ub294 \uae30\uc5c5\uc5d0\uac8c \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ucd94\uc138\ub294 <strong>\uc5e3\uc9c0 AI<\/strong>(Edge AI)\uc758 \ud655\uc0b0\uacfc \ud568\uaed8 \ub354\uc6b1 \uac00\uc18d\ud654\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4. <strong>\uc2a4\ub9c8\ud2b8\ud3f0, IoT \uc13c\uc11c, \uac10\uc2dc \uce74\uba54\ub77c \ub4f1 \uc18c\ud615 \uc7a5\uce58<\/strong>\uc5d0 AI\ub97c \uc9c1\uc811 \ub0b4\uc7a5\ud558\ub824\uba74 \uc804\ub825 \uc18c\ubaa8\uac00 \uc801\uace0 \ucc98\ub9ac \ud6a8\uc728\uc774 \ub192\uc740 \ud558\ub4dc\uc6e8\uc5b4\uac00 \ud544\uc218\uc774\uba70, \uc774\ub294 ASIC\uc774 GPU\ubcf4\ub2e4 \ub354 \uc798 \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc601\uc5ed\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc<strong> AI \ud558\ub4dc\uc6e8\uc5b4 \uc218\uc694<\/strong>\uc758 \ud3ed\uc99d\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \ubc18\ub3c4\uccb4 \uc0b0\uc5c5\uc740 \uc5ec\uc804\ud788 \uc0dd\uc0b0 \uc5ed\ub7c9 \ud55c\uacc4\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e0\uaddc \uce69 \uc0dd\uc0b0 \uc2dc\uc124\uc758 \uac74\uc124\uc5d0\ub294 \ub9c9\ub300\ud55c \uc2dc\uac04\uacfc \uc790\ubcf8\uc774 \uc18c\uc694\ub418\uba70, \ubd80\uc9c0 \ud655\ubcf4\uc640 \uae30\uc220 \uc778\ub825 \ubd80\uc871 \ub4f1 \ubb3c\ub9ac\uc801 \uc81c\uc57d\ub3c4 \uc5ec\uc804\ud788 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub354\ubd88\uc5b4 \ubbf8\uad6d \ub4f1 \uc8fc\uc694 \uae30\uc220 \ubcf4\uc720\uad6d\uc758 \uc218\ucd9c \ud1b5\uc81c \uc815\ucc45\uc740 \uae00\ub85c\ubc8c \ubc18\ub3c4\uccb4 \uacf5\uae09\ub9dd\uc5d0 \ubd88\ud655\uc2e4\uc131\uc744 \ub354\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\uc81c\uac00 \uc544\uc9c1 \uba85\ud655\ud558\uc9c0 \uc54a\uc740 \uc0c1\ud669\uc5d0\uc11c\ub294 \uae30\uc5c5\ub4e4\uc774 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc774\ub098 \uc81c\ud488 \uc804\ub7b5\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubc1b\uc744\uc9c0 \uc815\ud655\ud788 \uc608\uce21\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><strong>\ud074\ub77c\uc6b0\ub4dc<\/strong> <strong>\ub9c8\uc774\uadf8\ub808\uc774\uc158\uacfc<\/strong><strong> AI <\/strong><strong>\uc6cc\ud06c\ub85c\ub4dc &#8211; <\/strong><strong>\ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uc758<\/strong> <strong>\uc131\uc7a5<\/strong> <strong>\ub3d9\ub825<\/strong><\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-17529\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/3-1.webp\" alt=\"\" width=\"1280\" height=\"720\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/3-1.webp 1280w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/3-1-1024x576.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/3-1-768x432.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p>AI \uac00\uc18d\ud654 \uc2dc\ub300\uc5d0 \uc811\uc5b4\ub4e4\uba74\uc11c\u00a0<strong>\ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec(hyperscaler)<\/strong>\ub85c \ubd88\ub9ac\ub294 \ub300\uaddc\ubaa8 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \uac15\ub825\ud55c \ucef4\ud4e8\ud305, \uc2a4\ud1a0\ub9ac\uc9c0, \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c\ub97c \ubc14\ud0d5\uc73c\ub85c \uae30\uc5c5\uc758 <strong>\ud074\ub77c\uc6b0\ub4dc \uc804\ud658<\/strong>\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub4e4\uc758 \ubaa9\ud45c\ub294 \ub2e8\uc21c\ud55c \uc800\uc7a5\uc18c\ub098 \uc5f0\uc0b0 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \ub118\uc5b4\uc11c <strong>\ub370\uc774\ud130<\/strong> <strong>\uc804\ucc98\ub9ac\ubd80\ud130<\/strong> <strong>\ub9de\ucda4\ud615<\/strong><strong> AI <\/strong><strong>\ubaa8\ub378<\/strong> <strong>\ubc30\ud3ec\uae4c\uc9c0<\/strong> <strong>\uc804\uccb4<\/strong><strong> AI <\/strong><strong>\uc0dd\ud0dc\uacc4\ub97c<\/strong> <strong>\uc544\uc6b0\ub974\ub294<\/strong> <strong>\ud1b5\ud569<\/strong> <strong>\ud50c\ub7ab\ud3fc\uc744<\/strong> <strong>\uad6c\ucd95<\/strong>\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \uc0dd\uc560 \uac00\uce58\ub97c \ub192\uc774\ub294 \ub3d9\uc2dc\uc5d0 \uc790\uc0ac AI \ud50c\ub7ab\ud3fc\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\uc7a5\ud558\ub294 \uc804\ub7b5\uc785\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5\uc758 \ud3ed\ubc1c\uc801\uc778 AI \uc218\uc694\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574, \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\ub4e4\uc740 \uc0c1\uc6a9 \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0 \ub300\ud55c \uc790\ubcf8 \uc9c0\ucd9c(CapEx)\uc744 \ud655\ub300\ud558\uace0 \uc788\uc73c\uba70, \ub3d9\uc2dc\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c AI \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ud655\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>AI \ucd94\ub860(AI Reasoning) \ub2a5\ub825 \uac15\ud654<\/li>\n<li>\uace0\ub3c4\ud654\ub41c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<li><a href=\"https:\/\/hblabgroup.com\/ko\/ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8%ec%97%90-%ea%b4%80%ed%95%9c-%ec%9d%b8%ec%82%ac%ec%9d%b4%ed%8a%b8-%eb%b2%a0%ed%8a%b8%eb%82%a8-ai-%ec%97%90%ec%9d%b4%ec%a0%84%ed%8a%b8-%ea%b0%9c%eb%b0%9c\/\" target=\"_blank\" rel=\"noopener\">\uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 AI<\/a>(Agentic AI) \ubaa8\ub378\ub85c\uc758 \uc9c4\ud654 \ucd94\uad6c<strong><br \/>\n<\/strong><\/li>\n<\/ul>\n<p>\ub610\ud55c, \uc5f0\uc0b0 \ud6a8\uc728\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc904\uc774\uae30 \uc704\ud574 \ub9de\ucda4\ud615 \uce69 \uc0ac\uc6a9\uc744 \uc801\uadf9 \ucd94\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucd08\uae30 \ud22c\uc790 \ub300\ube44 \uc7a5\uae30\uc801\uc778 \ud6a8\uc728\uc744 \uace0\ub824\ud55c \uc804\ub7b5\uc73c\ub85c, \uae30\uc874 \ubd80\uc9c0 \ubc0f \uad6c\ucd95\ub41c \uc778\ud504\ub77c\uc758 \ud65c\uc6a9\ub3c4\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \ubc29\uc548\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub354\ubd88\uc5b4, \ucd5c\uadfc \ub4f1\uc7a5\ud55c \uace0\ud6a8\uc728 <strong>AI \ubaa8\ub378\uc774\ub098 \uc5d0\ub108\uc9c0 \uc808\uac10\ud615 \uc778\ud504\ub77c \uae30\uc220<\/strong>\uc740 \uad6c\ucd95 \ube44\uc6a9\uc744 \ub0ae\ucd94\ub294 \ub3d9\uc2dc\uc5d0 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c AI \ub3c4\uc785 \uc18d\ub3c4\ub97c \ub192\uc774\ub294 \uae0d\uc815\uc801\uc778 \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uac1c\ub150\uc740 \ubc14\ub85c \uc81c\ubc88\uc2a4\uc758 \uc5ed\uc124(Jevons Paradox)\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\uc220\uc774 \ud6a8\uc728\uc801\uc77c\uc218\ub85d \uc0ac\uc6a9\ub7c9\uc774 \uc904\uc5b4\ub4e4\uae30\ubcf4\ub2e4 \uc624\ud788\ub824 \ub298\uc5b4\ub09c\ub2e4\ub294 \ud604\uc0c1\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>AI\uc5d0 \uc774\ub97c \uc801\uc6a9\ud558\uba74, \uc790\uc6d0\uc774 \uc808\uc57d\ub420\uc218\ub85d \ub354 \ub9ce\uc740 \uae30\uc5c5\uc774 AI\uc5d0 \ud22c\uc790\ud558\uac8c \ub418\uace0, \uc774\ub294 \uc778\ud504\ub77c, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \ub370\uc774\ud130, \uad6c\ud604 \uc11c\ube44\uc2a4 \ub4f1 \uc804\uccb4 AI \uc0dd\ud0dc\uacc4\uc758 \uc2dc\uc7a5 \ud655\ub300\uc640 \uc218\uc775 \uae30\ud68c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<h2><strong>\ub300\ud615<\/strong> <strong>\uc5b8\uc5b4<\/strong> <strong>\ubaa8\ub378<\/strong><strong>(LLM)<\/strong><strong>\uacfc<\/strong><strong> AI <\/strong><strong>\ucd94\ub860\uc758<\/strong> <strong>\uae30\uc5c5<\/strong> <strong>\ub0b4<\/strong> <strong>\uc7a0\uc7ac\ub825<\/strong><\/h2>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-17533\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/4-1.webp\" alt=\"\" width=\"1280\" height=\"720\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/4-1.webp 1280w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/4-1-1024x576.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/4-1-768x432.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p>\uc138\uacc4 \ucd5c\uace0 \uc218\uc900\uc758 \ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \uac1c\ubc1c\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \ub2e8\uc21c\ud788 \uac00\uc7a5 \uac15\ub825\ud55c AI\ub97c \ub9cc\ub4dc\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0 \uae30\uc5c5\uacfc \uc18c\ube44\uc790 \ubaa8\ub450\uc5d0\uac8c \ud544\uc218\uc801\uc778 AI \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud55c \ucd5c\uc801\ud654\ub41c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \ud558\ub4dc\uc6e8\uc5b4 \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd08\uae30 LLM \uc751\uc6a9 \ubd84\uc57c\ub294 \ucf58\ud150\uce20 \uc0dd\uc131, \uc694\uc57d, \ubd84\ub958 \uc911\uc2ec\uc774\uc5c8\uc9c0\ub9cc, \uc544\uc9c1 \uc644\uc804\ud788 \ud65c\uc6a9\ub418\uc9c0 \uc54a\uc740 \ud575\uc2ec \uc7a0\uc7ac\ub825\uc740 \uae30\uc5c5 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ucd94\ub860 \ubc0f \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \ub2a5\ub825\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ub2e8\uc21c\ud788 &#8220;\ub2f5\ubcc0\ud558\ub294&#8221; \uc218\uc900\uc744 \ub118\uc5b4 &#8220;\uae4a\uc774 \uc774\ud574\ud558\uace0 \ud310\ub2e8&#8221;\ud558\ub294 AI\ub85c\uc758 \uc9c4\ud654\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud604\uc7ac LLM\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc601\uc5ed\uc5d0\uc11c \ud3ed\ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uace0\uac1d \uc9c0\uc6d0 \ubc0f \ub0b4\ubd80 <a href=\"https:\/\/hblabgroup.com\/ko\/what-is-ai-chatbot-outsourcing-development-strategy\/\" target=\"_blank\" rel=\"noopener\">AI \ucc57\ubd07<\/a><\/li>\n<li>\uc0ac\ub0b4 \uc815\ubcf4 \uac80\uc0c9 \ubc0f \uc804\ubb38 \uc9c0\uc2dd \ud0d0\uc0c9<\/li>\n<li>\ub9c8\ucf00\ud305 \ucf58\ud150\uce20 \uc790\ub3d9 \uc0dd\uc131<\/li>\n<li>\ucf54\ub4dc \uc0dd\uc131 \ubc0f \uae30\uc220 \uc9c0\uc6d0<\/li>\n<li>\ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130 \ubd84\uc11d \uc2dc\uc2a4\ud15c<\/li>\n<\/ul>\n<p>\ud558\uc9c0\ub9cc \uace0\ub3c4\ud654\ub41c AI \ucd94\ub860(AI Reasoning) \uae30\uc220\uacfc \uacb0\ud569\ub418\uba74\u00a0 LLM\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c \ub354\uc6b1 \ud655\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\u2192 \ubb38\ub9e5\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc81c\uc548<br \/>\n\u2192 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8 \ucd94\ucd9c<br \/>\n\u2192 \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4 \ucd5c\uc801\ud654<br \/>\n\u2192 \uaddc\uc81c \uc900\uc218 \uc9c0\uc6d0<br \/>\n\u2192 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5 \uc81c\uc548<\/p>\n<p>\ucd08\uae30\ubd80\ud130 \uc2ec\ud654\ub41c <strong>AI \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5<\/strong>\uc774 \ud544\uc694\ud55c \uc0b0\uc5c5\uad70\uc73c\ub85c\ub294 \ub2e4\uc74c\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ubc14\uc774\uc624\ud14c\ud06c<\/strong>: \uc784\uc0c1\uc2dc\ud5d8 \ud504\ub85c\uc138\uc2a4 \ubc0f \uaddc\uc81c \ubb38\uc11c \uc81c\ucd9c \uc790\ub3d9\ud654<\/li>\n<li><strong>\ubc95\ub960 \ubd84\uc57c<\/strong>: \ubb38\uc11c \uc791\uc131, \ud310\ub840 \uc870\uc0ac, \uc5c5\ubb34 \uc790\ub3d9\ud654<\/li>\n<\/ul>\n<p>\uc77c\ubd80 \uae30\uc5c5 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 LLM\uc744 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc5d0 \ub3c4\uc785\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uc5c5\ubb34 \ud6a8\uc728\uc774 <strong>\ucd5c\ub300 10\ubc30<\/strong> \ud5a5\uc0c1\ub418\uc5c8\ub2e4\ub294 \ubd84\uc11d\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub300\ubd80\ubd84\uc758 \uae30\uc5c5\uc740 <strong>\ub370\uc774\ud130 \ubcf4\uc548\uacfc AI \ud22c\uba85\uc131<\/strong>\uc744 \ucd5c\uc6b0\uc120 \uacfc\uc81c\ub85c \ub450\uace0 \uc788\uc73c\uba70 \uae08\uc735, \ubc95\ub960, \ud5ec\uc2a4\ucf00\uc5b4\ucc98\ub7fc \uaddc\uc81c \uac15\ub3c4\uac00 \ub192\uc740 \ubd84\uc57c\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc5d0 \ub530\ub77c, AI\uac00 \ud2b9\uc815 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud55c \uc774\uc720\ub97c \uc124\uba85\ud558\ub294 \uae30\uc220\uc778 &#8220;<strong>\uae30\uacc4\uc801 \ud574\uc11d \uac00\ub2a5\uc131(Mechanistic Interpretability)<\/strong>&#8221; \uc5f0\uad6c\uac00 \ud65c\ubc1c\ud788 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 &#8220;<strong>\ube14\ub799\ubc15\uc2a4<\/strong>&#8220;\ub85c \ubcf4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c AI\uc758 \uc758\uc0ac\uacb0\uc815 \uacfc\uc815\uc5d0 \uc2e0\ub8b0\ub97c \ubd80\uc5ec\ud558\ub294 \ud575\uc2ec \uc694\uc778\uc774\uba70 \ub300\uaddc\ubaa8 \uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c AI \ub3c4\uc785\uc744 \uc704\ud55c \uc804\uc81c\uc870\uac74\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ud558\ub098\uc758 \uc8fc\ubaa9\ud560 \ud2b8\ub80c\ub4dc\ub294 \ub9de\ucda4\ud615 \uce69 \uc124\uacc4\uc640 \ubc18\ub3c4\uccb4 \ud30c\uc6b4\ub4dc\ub9ac\uc640\uc758 \ud611\uc5c5\uc744 \ud1b5\ud574 \uad11\uace0\u00b7\uc601\uc0c1\u00b7\ucd94\ucc9c \uc2dc\uc2a4\ud15c \ub4f1 \ud2b9\ud654\ub41c AI \uc5f0\uc0b0\uc744 \ubcf4\ub2e4 \ub0ae\uc740 \ube44\uc6a9\uacfc \ub192\uc740 \ud6a8\uc728\uc131\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc5d0 <strong>\uc9c0\uc18d \ud559\uc2b5(Continuous Learning) \uae30\uc220<\/strong> , \uc989 \ubaa8\ub378\uc744 \uc804\uccb4 \uc7ac\ud559\uc2b5\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub098 \uc0c1\ud638\uc791\uc6a9\uc5d0 \ub530\ub77c \uc810\uc9c4\uc801\uc73c\ub85c \uc801\uc751\ud560 \uc218 \uc788\ub294 \uae30\uc220\uc740 \ud604\uc2e4 \uc138\uacc4\uc5d0\uc11c AI\ub97c \ud655\uc7a5\ud558\ub294 \ub370 \uc788\uc5b4 \uc911\uc694\ud55c \ub3c4\uc57d\ud310\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc \ud604\uc2e4 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c LLM\uc758 \uae30\uc5c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud1b5\ud569\uc740 \ub354\uc6b1 \uc815\uad50\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubc00\uc811\ud558\uac8c \ubd80\ud569\ud558\ub294 AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uae30\ud68c\uc758 \ubb38\uc744 \uc5f4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><strong style=\"font-size: 16px;\">AI <\/strong><strong style=\"font-size: 16px;\">\ud6a8\uacfc<\/strong> <strong style=\"font-size: 16px;\">\uce21\uc815\uc744<\/strong> <strong style=\"font-size: 16px;\">\uc704\ud55c<\/strong> <strong style=\"font-size: 16px;\">\ub370\uc774\ud130<\/strong> <strong style=\"font-size: 16px;\">\uae30\uc5c5\uc758<\/strong> <strong style=\"font-size: 16px;\">\ubd80\uc0c1<\/strong><\/h2>\n<p>\uae30\uc5c5\ub4e4\uc774 \uc810\uc810 \ub354 \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\uc5d0 \uc778\uacf5\uc9c0\ub2a5\uc744 \ub3c4\uc785\ud568\uc5d0 \ub530\ub77c, \ub370\uc774\ud130 \ubc0f \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c \uae30\uc5c5\ub4e4\uc740 AI\uc758 \ud6a8\uacfc\ub97c \ud3c9\uac00\ud558\uace0 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c \uac1c\ubc1c\uc5d0 \ubc15\ucc28\ub97c \uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ucd08\uc810 \uc911 \ud558\ub098\ub294 \uad00\ucc30 \uac00\ub2a5\uc131(observability)\uc758 \uc790\ub3d9\ud654\uc785\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uc2a4\ud15c\uc774 \uc0dd\uc131\ud55c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \ud574\ub2f9 \uc2dc\uc2a4\ud15c\uc758 \ub3d9\uc791 \ubc0f \uc0c1\ud0dc\ub97c \uc774\ud574\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 <strong>AI\uc758 \ud6a8\uc728\uc131, \uc801\ud569\uc131, \ud22c\uc790 \uc218\uc775\ub960(<\/strong>ROI)\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 AI \ud3c9\uac00 \ud50c\ub7ab\ud3fc\ub3c4 \ud65c\ubc1c\ud788 \uad6c\ucd95\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc624\ub298\ub0a0 AI\ub97c \ud65c\uc6a9\ud55c \ucf54\ub529\uc740 <strong>\uc790\ub3d9 \ucf54\ub4dc \uc0dd\uc131 \ubaa8\ub378<\/strong> \ub355\ubd84\uc5d0 \ud6e8\uc52c \ube68\ub77c\uc84c\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc AI\uc758 \uc9c4\uc815\ud55c \uac00\uce58\ub294 \uacb0\uacfc\ubb3c\uc744 \uc5bc\ub9c8\ub098 \ube60\ub974\uac8c \uc0dd\uc131\ud558\ub290\ub0d0\uac00 \uc544\ub2c8\ub77c \uadf8 \uacb0\uacfc\ubb3c\uc774 \uc2e4\uc81c\ub85c \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc720\uc6a9\ud55c\uc9c0 \ud655\uc778\ud558\uace0 \uac80\uc99d\ud558\ub294 \ub2a5\ub825\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc5d0 \ub530\ub77c, \ub9ce\uc740 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc740 \ud2b9\ud788 \ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uc801\uc6a9\ub41c \uc601\uc5ed\uc5d0\uc11c AI \ubaa8\ub378\uc744 \ud14c\uc2a4\ud2b8\ud558\uace0 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \uac1c\ubc1c \uc911\uc785\ub2c8\ub2e4. \ubaa9\uc801\uc740 AI\uc758 \uacb0\uacfc\ubb3c\uc774 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\uc73c\uba70 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\ub294\uc9c0\ub97c \ubcf4\uc7a5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub370\uc774\ud130 \uae30\uc5c5\uacfc LLM \uac1c\ubc1c \uc5c5\uccb4 \uac04\uc758 \ud611\ub825\uc744 \ud1b5\ud574 \ucd5c\ucca8\ub2e8 \ubaa8\ub378(frontier models)\uc744 \uac1c\ubc1c\ud558\ub294 \ud750\ub984\ub3c4 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\ub4e4\uc740 \ube44\uc804\ubb38\uac00\ub3c4 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \uc27d\uac8c \ucd94\ucd9c\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc77c\ub840\ub85c, <strong>\ub9de\ucda4\ud615 \ub300\ud654 \uc778\ud130\ud398\uc774\uc2a4(custom chat interfaces)<\/strong>\ub97c \ud1b5\ud574 \uc870\uc9c1 \ub0b4\ubd80\uc758 \uad6c\uc870\ud654\ub098 \ube44\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ub97c AI\uac00 \uc9c1\uc811 \ucffc\ub9ac\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uac8c \ud558\ub294 \uc194\ub8e8\uc158\uc774 \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud2b9\ud788 \uc5c4\uaca9\ud55c \ub370\uc774\ud130 \uaddc\uc81c \uc0b0\uc5c5\uc774\ub098 <strong>\uc628\ud504\ub808\ubbf8\uc2a4(on-premises) \ud658\uacbd<\/strong>\uc744 \uc694\uad6c\ud558\ub294 \uad6d\uac00\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uae30\ub2a5\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ud558\ub098 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \ud2b8\ub80c\ub4dc\ub294 <strong>\ub370\uc774\ud130 \ub808\uc774\ud06c\ud558\uc6b0\uc2a4(data lakehouse) \ubaa8\ub378<\/strong>\uc785\ub2c8\ub2e4. \uc774 \uad6c\uc870\ub294 \uc800\ub834\ud558\uace0 \uc720\uc5f0\ud55c \uc800\uc7a5\uc18c(data lake)\uc640 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \uad00\ub9ac \uae30\ub2a5\uc774 \uac15\ud55c \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4(data warehouse)\uc758 \uc7a5\uc810\uc744 \uacb0\ud569\ud55c \uac83\uc73c\ub85c, AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd\uc744 \ub300\uaddc\ubaa8\ub85c \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \ud1b5\ud569 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uad6c\ucd95\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ubaa9\ud45c\ub97c \uc2e4\ud604\ud558\uae30 \uc704\ud574, \ub370\uc774\ud130 \uae30\uc5c5\ub4e4\uc740 AI \uc0dd\ud0dc\uacc4 \ub0b4 \ub300\uae30\uc5c5\ub4e4\uacfc \uc804\ub7b5\uc801 \ud30c\ud2b8\ub108\uc2ed\uc744 \uccb4\uacb0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubaa9\uc801\uc740 \ubcf4\uc548, \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c, \uc0b0\uc5c5\ubcc4 \ub370\uc774\ud130 \ubd84\uc11d \ub4f1 \uac01 \uc601\uc5ed\uc5d0\uc11c \ucd5c\uace0\uc758 \uc194\ub8e8\uc158(best-of-breed)\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud568\uc785\ub2c8\ub2e4.<\/p>\n<h2><strong>\uc18c\ud504\ud2b8\uc6e8\uc5b4<\/strong> <strong>\uae30\uc5c5 <\/strong><strong>\ubaa9\ud45c\ub294<\/strong><strong> Agentic AI <\/strong><strong>\uc2dc\ub300<\/strong><\/h2>\n<p>\ub9ce\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\uc5c5\ub4e4\uc774 \ub2e8\uae30\uc801\uc73c\ub85c \uc0dd\uc0b0\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \ub9c8\ucf00\ud305 \ubc0f \uc81c\ud488 \uac1c\ubc1c \ubd84\uc57c\uc5d0 AI\ub97c \uc801\uadf9\uc801\uc73c\ub85c \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc7a5\uae30\uc801\uc73c\ub85c\ub294 \ub354 \ud070 \ubaa9\ud45c\ub97c \uc138\uc6b0\uace0 \uc788\ub294\ub370 \ubc14\ub85c AI\uac00 \uc2a4\uc2a4\ub85c \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ud589\ub3d9\ud560 \uc218 \uc788\ub294 \ubbf8\ub798 \uc2dc\uc7a5\uc744 \uc120\uc810\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \u2018<strong>\uc5d0\uc774\uc804\ud2f1 \ucef4\ud4e8\ud305(agentic computing)<\/strong>\u2019\uc774\ub77c\uace0 \ubd88\ub9bd\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub4e4 \uae30\uc5c5\uc758 \uc7a5\uae30 \uc804\ub7b5\uc740 \ub300\uaddc\ubaa8 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e8\uc21c\ud788 \uc694\uccad\uc744 \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \ub118\uc5b4\uc11c \uc2a4\uc2a4\ub85c \ud589\ub3d9\ud558\uace0 \ud658\uacbd\uc5d0 \uc801\uc751\ud558\uba70 <strong>\uc0c1\uc5c5, \uc758\ub8cc, \uae08\uc735, \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uace0\uac1d \uc11c\ube44\uc2a4<\/strong> \ub4f1 \ub2e4\uc591\ud55c \uc2e4\uc81c \uc751\uc6a9 \ubd84\uc57c\ub97c \uc9c0\uc6d0\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\ubaa9\ud560 \ub9cc\ud55c \ubc29\ud5a5 \uc911 \ud558\ub098\ub294 \uace0\ub3c4\ub85c \uac1c\uc778\ud654\ub41c \ub514\uc9c0\ud138 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \uc0ac\uc6a9\uc790\uc758 \ud589\ub3d9, \uc120\ud638, \ub9e5\ub77d\uc744 \uae4a\uc774 \uc774\ud574\ud558\uba70 \ub2e8\uc21c\ud788 \uc9c8\ubb38\uc5d0 \ub2f5\ud558\ub294 \uac83\uc5d0\uc11c \ub098\uc544\uac00 \uad6c\ub9e4 \uc81c\uc548, \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20 \uc0dd\uc131, \uc77c\uc0c1\uc801\uc778 \ub514\uc9c0\ud138 \uc2b5\uad00\uc758 \uc790\ub3d9\ud654\uae4c\uc9c0 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc \ubc18\uc751\ud615 AI\uc5d0\uc11c \ud589\ub3d9\ud615 AI\ub85c \uc804\ud658\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc758 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \ub2e8\uc21c\ud788 \u2018\uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\u2019\ud558\ub294 \uc218\uc900\uc744 \ub118\uc5b4\uc11c \u2018\uc0ac\uc6a9\uc790\ub97c \uc774\ud574\ud558\uace0 \ub300\uc2e0 \ud589\ub3d9\ud558\ub294\u2019 \uc874\uc7ac\ub85c \ubcc0\ud654\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>Agentic AI\uc758 \uc7a0\uc7ac\ub825\uc740 \ub9e4\uc6b0 \ud06c\uc9c0\ub9cc, \uc5c5\uacc4 \uc804\ubb38\uac00\ub4e4\uc740 \uacfc\ub3c4\ud55c \uae30\ub300(hype)\uac00 \uc2dc\uc7a5\uc5d0\uc11c \uc0c1\uc6a9\ud654 \uc18d\ub3c4\uc5d0 \ub300\ud574 \uc798\ubabb\ub41c \ud310\ub2e8\uc744 \ubd88\ub7ec\uc62c \uc218 \uc788\ub2e4\uace0 \uacbd\uace0\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub300\ubd80\ubd84\uc758 \uc804\ubb38\uac00\ub4e4\uc740 Agentic AI\uc758 \uc2e4\uc9c8\uc801\uc778 \uc218\uc775 \ucc3d\ucd9c \uac00\ub2a5\uc131\uc774 \uac00\uc2dc\ud654\ub418\uae30\uae4c\uc9c0\ub294 \ucd5c\uc18c 3~5\ub144\uc774 \uac78\ub9b4 \uac83\uc73c\ub85c \ubcf4\uba70, \uc774\ub294 \uc544\uc9c1 \ud574\uacb0\ud574\uc57c \ud560 \uae30\uc220\uc801 \uacfc\uc81c, \ube44\uc6a9 \ubb38\uc81c, \ubcf4\uc548, \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \ub4f1\uc758 \uc774\uc288\uac00 \ub9ce\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uae30\uc5c5\ub4e4\uc758 \uad81\uadf9\uc801\uc778 \ubaa9\ud45c\ub294 \ub2e4\uc74c\uc758 \uae30\uc220\ub4e4\uc744 \ud1b5\ud569\ud55c \uc885\ud569 \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uba38\uc2e0\ub7ec\ub2dd (Machine Learning)<\/li>\n<li>\ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378 (LLMs)<\/li>\n<li>\uc790\uc5f0\uc5b4 \ucc98\ub9ac (NLP)<\/li>\n<li><a href=\"https:\/\/hblabgroup.com\/ko\/%ec%83%9d%ec%84%b1%ed%98%95-ai-%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9e%85%eb%8b%88%ea%b9%8c-%ec%b5%9c%ea%b3%a0-%ec%83%9d%ec%84%b1%ed%98%95-ai-%eb%8f%84%ea%b5%ac\/\" target=\"_blank\" rel=\"noopener\">\uc0dd\uc131\ud615 AI (Generative AI)<\/a><\/li>\n<li>\uc790\ub3d9 \uc758\uc0ac\uacb0\uc815 \uc54c\uace0\ub9ac\uc998<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc778\uac04\uacfc \uae30\uc5c5\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \uadfc\ubcf8\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0a4\uace0, \ucd5c\uc885 \uc0ac\uc6a9\uc790\ubfd0 \uc544\ub2c8\ub77c \ucf58\ud150\uce20 \uc81c\uc791\uc790, \uad11\uace0\uc8fc, \uae30\uc5c5 \uc870\uc9c1 \ubaa8\ub450\uc5d0\uac8c \ud070 \uac00\uce58\ub97c \uc81c\uacf5\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<h2><strong>\ub9c8\ubb34\ub9ac\u00a0<\/strong><\/h2>\n<p>AI\uc5d0 \ub300\ud55c \uae30\uc5c5 \uc811\uadfc \ubc29\uc2dd\uc744 \ud615\uc131\ud558\ub294 5\uac00\uc9c0 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub294 \uc778\ud504\ub77c \ucd5c\uc801\ud654, \ud6a8\uc728\uc131 \uc99d\ub300\ubd80\ud130 \uc2a4\ub9c8\ud2b8 \uc790\ub3d9\ud654\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud569\ub2c8\ub2e4. AI\ub294 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud560 \ubfd0 \uc544\ub2c8\ub77c \uba85\ud655\ud55c \ubaa9\ud45c \uc124\uc815\uacfc \ud6a8\uacfc \uce21\uc815\uc744 \ud1b5\ud574 \uc2e4\uc9c8\uc801\uc778 \uc218\uc775 \ucc3d\ucd9c \uae30\ud68c\ub97c \uc5f4\uc5b4\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ud750\ub984 \uc18d\uc5d0\uc11c\u00a0<a href=\"https:\/\/hblabgroup.com\/ko\/\" target=\"_blank\" rel=\"noopener\">HBLAB\uc740<\/a>\uace0\uac1d\uc758 \uc0b0\uc5c5 \ud2b9\uc131\uacfc \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ub9de\ucda4\ud615 AI \ubaa8\ub378\uc744 \uc124\uacc4\ud558\uace0, \ud1b5\ud569 \uac00\ub2a5\ud55c \uc2e4\uc9c8\uc801\uc778 \uc194\ub8e8\uc158\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uc804 \uacfc\uc815\uc744 \ud568\uaed8\ud569\ub2c8\ub2e4. AI, RPA, \uc2a4\ub9c8\ud2b8 \uc2dc\uc2a4\ud15c \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc313\uc544\uc628 \ud504\ub85c\uc81d\ud2b8 \uacbd\ud5d8\uc744 \ubc14\ud0d5\uc73c\ub85c Generative AI\ub294 \ub2e8\uc21c\ud55c \ud2b8\ub80c\ub4dc\uac00 \uc544\ub2cc <strong>\uae30\uc5c5\uc758 \ubbf8\ub798\ub97c \ub9cc\ub4e4\uc5b4\uac00\ub294 \uc2e4\uc9c8\uc801 \ub3c4\uad6c<\/strong>\ub77c\uace0 \ud655\uc2e0\ud569\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI \ubb34\ud55c\ud55c \uac00\ub2a5\uc131\uc744 \ud0d0\ud5d8\ud558\ub294 \uc5ec\uc815\uc5d0 HBLAB\uac00 \uae30\uc220 \ud30c\ud2b8\ub108\ub85c \ud568\uaed8\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/hblabgroup.com\/ko\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignnone size-full wp-image-17445\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/\ubca0\ud2b8\ub0a8-\ubaa8\ubc14\uc77c-\uc571-\uac1c\ubc1c-\uc678\uc8fc-\uc5c5\uccb4-CTA.webp\" alt=\"\ubca0\ud2b8\ub0a8-\ubaa8\ubc14\uc77c-\uc571-\uac1c\ubc1c-\uc678\uc8fc-\uc5c5\uccb4\" width=\"1280\" height=\"720\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/\ubca0\ud2b8\ub0a8-\ubaa8\ubc14\uc77c-\uc571-\uac1c\ubc1c-\uc678\uc8fc-\uc5c5\uccb4-CTA.webp 1280w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/\ubca0\ud2b8\ub0a8-\ubaa8\ubc14\uc77c-\uc571-\uac1c\ubc1c-\uc678\uc8fc-\uc5c5\uccb4-CTA-1024x576.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/06\/\ubca0\ud2b8\ub0a8-\ubaa8\ubc14\uc77c-\uc571-\uac1c\ubc1c-\uc678\uc8fc-\uc5c5\uccb4-CTA-768x432.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\ub294 \uc774\uc81c \uae30\uc220\uc801 \uc778\uc0c1 \uadf8 \uc774\uc0c1\uc73c\ub85c \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\ub294 \uc131\uc219\uae30\ub85c \uc811\uc5b4\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud750\ub984 \uc18d\uc5d0\uc11c AI \ubbf8\ub798\ub97c \ud615\uc131\ud558\ub294 5\uac00\uc9c0 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":17527,"comment_status":"closed","ping_status":"closed","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":"","ast-disable-related-posts":"","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[52,47,51],"tags":[],"class_list":["post-17526","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-it-outsourcing-ko","category-ai-ar-ko","category-it-consulting-ko"],"_links":{"self":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts\/17526","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/comments?post=17526"}],"version-history":[{"count":0,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts\/17526\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/media\/17527"}],"wp:attachment":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/media?parent=17526"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/categories?post=17526"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/tags?post=17526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}