{"id":60746,"date":"2021-10-13T09:30:04","date_gmt":"2021-10-13T00:30:04","guid":{"rendered":"https:\/\/smilegate.ai\/?p=60746"},"modified":"2021-11-01T09:17:20","modified_gmt":"2021-11-01T00:17:20","slug":"foundation-model","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2021\/10\/13\/foundation-model\/","title":{"rendered":"\ud604\uc790\uc758 \ub3cc"},"content":{"rendered":"

[\uc735\ud569\uc5f0\uad6c\ud300 \uae40\ubb34\uc131]<\/p>\n\n\n\n

\ucd5c\uadfc \uc2a4\ud0e0\ud3ec\ub4dc\uc758 \uc5f0\uad6c\uc790\ub4e4\uc774 “On the Opportunities and Risks of Foundation Models”\ub77c\ub294 \ub17c\ubb38\uc744 \ub0c8\uc2b5\ub2c8\ub2e4 [1]. \uc5ec\uae30\uc11c Foundation Model\uc774\ub780 GPT-3\uc640 \uac19\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub85c \uc0ac\uc804\ud559\uc2b5\ub41c, \uc804\uc774\ud559\uc2b5\uc774 \uc77c\uc5b4\ub098\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc790\uc5f0\uc5b4\ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc774 \ubaa8\ub378\ub4e4\uc740 \uc5ec\ub7ec \uc774\ub984\uc73c\ub85c \ubd88\ub9ac\uace0 \uc788\uae34 \ud588\uc2b5\ub2c8\ub2e4\ub9cc \uadf8\ub798\ub3c4 – \ub300\ud615 \uc5b8\uc5b4\ubaa8\ub378, \uc0ac\uc804\ud559\uc2b5\ub41c \uc5b8\uc5b4\ubaa8\ub378 \ub4f1\uc73c\ub85c \uc554\ubb35\uc801 \ud569\uc758\uac00 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc5c8\uc8e0. \uadf8\ub7f0\ub370 \uc65c \uc774\ub4e4\uc740 \ub530\ub85c \uc774\ub807\uac8c \uc77c\uacac \uac70\ucc3d\ud574\ubcf4\uc774\ub294 \uc774\ub984\uc744 \ubd99\uc778 \uac78\uae4c\uc694?<\/p>\n\n\n\n

\uc774 \ub17c\ubb38\uc5d0\uc11c\ub294 AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\uc131\ud558\ub294 \uc0c8 \ud328\ub7ec\ub2e4\uc784\uc73c\ub85c\uae4c\uc9c0 \ucd5c\uadfc\uc758 \uc0ac\uc804\ud559\uc2b5\ud615 \uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378(Large-Scale Pretrained Model)\ub4e4\uc744 \ubc14\ub77c\ubcfc \uc218 \uc788\ub2e4\uace0 \uc8fc\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. BERT, GPT-3, CLIP \ub4f1\uc774 \ud604\uc7ac\uc758 \uc790\uc5f0\uc5b4\ucc98\ub9ac \uc5f0\uad6c\ub4e4\uacfc \uc0b0\uc5c5\uc801 \uc751\uc6a9\uc744 \ud2b9\uc815 \ubc29\ud5a5\uc73c\ub85c \ubc00\uc5b4\ubd99\uc774\uace0 \uc788\ub294 \uac83\uc740 \uc0ac\uc2e4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 \uad11\ub300\ud574\uc9c0\uace0, \ubaa8\ub378\uc740 \uac70\ub300\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub807\uc9c0\ub9cc \uc774\uac83\uc774 \uadf8\ub807\uac8c ‘\ud328\ub7ec\ub2e4\uc784 \ubcc0\ud654’\ub77c\uace0 \ubd80\ub97c \uc218 \uc788\ub294 \uc815\ub3c4\uc77c\uae4c\uc694? \uc544\uc9c1\uae4c\uc9c0\ub3c4 ‘\ub525\ub7ec\ub2dd’\uc740 \ud1b5\uacc4\uc758 \uc5f0\uc7a5\uc774\ub2c8 ‘\ub9c8\ucf00\ud305 \uac70\ud488\uc77c \ubfd0\uc774\ub2e4. \uc0c8\ub85c\uc6b4 \uac83\uc740 \uc5c6\ub2e4’\ub77c\uace0 \uc8fc\uc7a5\ud558\ub294 \uc5f0\uad6c\uc790\ub4e4\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub2c8 \uae30\uc220\uc801\uc73c\ub85c \ub525\ub7ec\ub2dd \uae30\uc874 \uc5f0\uad6c\ub4e4\uc744 \uc798 \ud65c\uc6a9\ud558\ub294 \uac83\uc5d0 \ubd88\uacfc\ud574\ubcf4\uc774\ub294(\ubcf8\uc2ec\uc740 \uadf8\uc800 \ub3c8\uc73c\ub85c \ub370\uc774\ud130\uc640 \ucef4\ud4e8\ud305 \uc5f0\uc0b0\uc744 \uc3df\uc544\ubd80\uc740 \uac83 \ubfd0\uc774\uc796\uc544 \ub77c\uace0 \ub9d0\ud558\uace0 \uc2f6\uc740) GPT-3\uc5d0 \ub300\ud574 ‘\uc774\uac83\uc774 \uc0c8 \ud328\ub7ec\ub2e4\uc784\uc774\ub2e4’\ub77c\ub294 \uc8fc\uc7a5\uc740 \ub108\ubb34 \uc131\uae09\ud574 \ubcf4\uc778\ub2e4\uace0 \uc9c0\uc801\ud558\ub294 \uc0ac\ub78c\ub3c4 \uaf64 \ub429\ub2c8\ub2e4. <\/p>\n\n\n\n

<\/p>\n\n\n\n

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\ub17c\ubb38\uc5d0\uc11c \uc5f0\uad6c\uc790\ub4e4\uc740 \uc704\uc758 \uadf8\ub9bc\ucc98\ub7fc Foundation Model\uc758 \ud2b9\uc131\uc744 \ub3c4\uc2dd\ud654\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \ub3c4\uba54\uc778\/\ubaa8\ub2ec\uc758 \ub370\uc774\ud130\ub97c \ud55c\ubc88\uc5d0 \ud559\uc2b5\uc2dc\ucf1c\uc11c Foundation Model\uc744 \ub9cc\ub4e4\uace0, \uc774 \ud558\ub098\uc758 \ubaa8\ub378\ub85c \uac01\uc885 \ubb38\uc81c\ub97c \ud480\uc5b4\ub098\uac08 \uc218 \uc788\ub2e4\ub294 \uac83\uc774\uc8e0. \ucd5c\uadfc\uc758 \uc790\uc5f0\uc5b4\ucc98\ub9ac\uc5d0\uc11c \uc8fc\ub958\uac00 \ub418\uace0 \uc788\ub294 ‘\ud070 \ubaa8\ub378 \uc0ac\uc804 \ud559\uc2b5\ud558\uc5ec \ubc94\uc6a9 \ub2a5\ub825 \uac00\uc9c0\uac8c \ud55c’ \ud6c4 ‘\uac01\uc885 \uacfc\uc81c\ub85c \uc27d\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uac8c’\ud558\ub294 \ud615\uc2dd\uc758 \uc804\uc774\ud559\uc2b5 \uc804\ub7b5\uc744 \uadf8\ub300\ub85c \ub530\ub985\ub2c8\ub2e4. \uac01\uc885 \uacfc\uc81c\ub85c \uc5b4\ub5bb\uac8c \uc804\uc774 \ud559\uc2b5\uc744 \ud558\ub290\ub0d0 \ubd80\ubd84\uc5d0\uc11c \ucd5c\uadfc\uc758 \uc5f0\uad6c \uc131\uacfc\ub4e4\uc774 \uc870\uae08\uc529 \uc804\uc9c4\uc744 \ubcf4\uc774\uace0 \uc788\uc8e0. \ud30c\uc778\ud29c\ub2dd, \uacbd\ub7c9\ud615 \ud0c0\uac9f \ubaa8\ub378 \uacb0\ud569, \ud504\ub86c\ud504\ud2b8 \ud29c\ub2dd, \uc5b4\ub381\ud130 \ud29c\ub2dd, \uc778\ucee8\ud14d\uc2a4\ud2b8 \ud504\ub86c\ud504\ud305 \ub4f1\ub4f1 \uc5ec\ub7ec \ubc29\uc2dd\ub4f1\uc774 \uc81c\uc548\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc655\ucc3d \ub123\uace0 \ubbf8\ub9ac \ud6c8\ub828\uc2dc\ud0a8 \ud6c4 \uc5ec\ub7ec \ubb38\uc81c\uc5d0 \uc801\uc751\uc2dc\ud0a4\ub294 \uc804\ub7b5\uc73c\ub85c \uc0ac\ub78c\ub9cc\ud07c \uc5ec\ub7ec \uc790\uc5f0\uc5b4\ucc98\ub9ac \uacfc\uc81c\ub97c \uc798 \ud47c\ub2e4\ub294 BERT\uac00 \ub098\uc628\uc9c0 \uc5bc\ub9c8 \uc548\uc9c0\ub09c\ub4ef \ud55c\ub370, \uadf8\ub0e5 \ub370\uc774\ud130 \ub354\ub354\ub354 \ubaa8\uc544\uc11c \ud559\uc2b5\uc2dc\ucf30\ub2e4\ub294 GPT-3\uac00 \uc5f0\uc774\uc5b4 \ub098\uc624\uace0, \uc774 GPT-3\uac00 ‘\uc0c8 \uacfc\uc81c\ub97c \uc704\ud574 \uc18c\uc218\uc758 \uc0d8\ud50c\ub9cc \uc788\uc5b4\ub3c4 \uae08\ubc29 \ud559\uc2b5\uc774 \ub41c\ub2e4\ub294’ \ud4e8\uc0f7 \ub7ec\ub2dd\uc758 \uac00\ub2a5\uc131\uc744 \ubcf4\uc774\uba74\uc11c \ub354 \uc774 \ubc29\ud5a5\ub4e4\uc758 \uc5f0\uad6c\uac00 \uae09\ubb3c\uc0b4\uc744 \ud0c0\uace0 \uc788\ub294 \ub290\ub08c\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n

\uadfc\ub370 \uadf8\ub7ec\uba74 \uadf8\ub0e5 BERT \ud639\uc740 GPT-3\ub77c\uace0 \ud558\uba74 \ub418\uc9c0 \uc54a\ub290\ub0d0? \uc774 \ub17c\ubb38\uc5d0\uc11c \ub098\uc628 \uc5ec\ub7ec \ud2b9\uc131\ub4e4\uc740 \uc0ac\uc2e4 \ub300\ubd80\ubd84 GPT-3\uc758 \ud2b9\uc131\uc785\ub2c8\ub2e4. \uadf8\ub798\uc11c \ud55c \uc5f0\uad6c\uc790 \uacb8 \uc720\ud29c\ubc84\ub294 ‘\uc65c, \uc81c\ubaa9\uc5d0 \uac70\ucc3d\ud55c \uc774\ub984\uc744 \ubd99\uc774\ub2c8, \uc65c GPT-3\ub97c GPT-3\ub77c\uace0 \ub9d0\ud558\uc9c0 \ubabb\ud558\ub2c8’\ub77c\uace0 \ube44\ud310\ud558\uae30\ub3c4 \ud588\uc8e0 [2]. \uadf8\ub7f0\ub370 \ub17c\ubb38\uc5d0\uc11c\ub294 \uc5b4\ub5a4 \uce21\uba74\uc5d0 \uc8fc\ubaa9\ud574\uc11c ‘\ud328\ub7ec\ub2e4\uc784 \uc804\ud658’\uc774\ub77c\ub294 \ud45c\ud604\uae4c\uc9c0 \uc4f0\uace0 \uc788\ub294 \uac83\uc77c\uae4c\uc694? AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub824\ub294 \uc9c0\uae08\uae4c\uc9c0\uc758 \uc2dc\ub3c4\ub4e4\uc744 \ud06c\uac8c \uba87 \ub2e8\uacc4\ub85c \ub098\ub220\uc11c \ubcf4\uc5ec\uc8fc\uace0 \uc788\ub294 \uc544\ub798 \uadf8\ub9bc\uc744 \ubcf4\uc2dc\uc8e0. \ub17c\ubb38\uc5d0\uc11c\ub294 \uc774 \ub2e8\uacc4\ub97c \ub098\ub204\ub294 \uc8fc\uc694 \uc694\uc18c \ub450 \uac00\uc9c0\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4. \ud558\ub098\ub294 Emergence, \ud558\ub098\ub294 Homogenization \uc785\ub2c8\ub2e4. <\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Emergence\ub294 \uad6c\uae00 \ubc88\uc5ed\uc744 \ud558\uba74 ‘\ucd9c\ud604’\uc73c\ub85c \ub098\uc624\ub124\uc694. \ud639\uc740 \uc778\uc9c0\uacfc\ud559\uc801 \uc804\ud1b5\uc5d0\uc11c\ub294 ‘\ucc3d\ubc1c’\uc774\ub77c\uace0\ub3c4 \ud558\uad6c\uc694. AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub824\ub294 \uc785\uc7a5\uc5d0\uc11c \uc774 \ucd95\uc740, \uc5f0\uad6c\uc790\uac00 \uc9c1\uc811 \uc124\uacc4\ud558\uace0 \uc81c\uc5b4\ud558\ub294 \uce21\uba74\uc774 \uc544\ub2cc\ub370 \ub098\ud0c0\ub09c, \ud639\uc740 \ub098\ud0c0\ub098\uac8c \uc720\ub3c4\ud55c \uc5b4\ub5a4 \ud2b9\uc131\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uadf8\ub9bc\uc5d0\uc11c \ucd95\uc758 \uc67c\ucabd\uc5d0 \uc788\ub294 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ubb38\uc81c\ub97c \uc5b4\ub5bb\uac8c \ud480\uc5b4\uc57c \ud558\ub294\uc9c0(how)\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \uaddc\uce59 \uae30\ubc18 \ubc29\ubc95\ub860\uacfc \ub2ec\ub9ac \uc785\ub825\uacfc \ucd9c\ub825\uc758 \ub9e4\ud551\ud558\ub294 \ubc29\ubc95\uc744 \uc720\ub3c4\ud558\uc5ec \ub098\ud0c0\ub098\uac8c \ud558\ub294 \uac83\uc774\uc8e0. \uadf8\ub9bc \uc911\uac04\uc5d0 \ub098\uc624\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c \uac1c\ubc1c\ud558\uac8c \ub418\uba74 ‘\uc774 \ubb38\uc81c\ub97c \ud480 \ub54c \uc5b4\ub5a4 \ud2b9\uc9d5(feature)\uc774 \uc88b\uc740\uc9c0’\ub3c4 \ud559\uc2b5\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uadf8\ub9bc \ub9e8 \uc624\ub978\ucabd\uc5d0 \uc788\ub294 Foundation Model\uc5d0\uc11c\ub294 ‘\uae30\ub2a5’\uc774 emergence \ud558\uac8c \ub429\ub2c8\ub2e4. ‘\ubc88\uc5ed’\uc774\ub77c\ub294 \uae30\ub2a5, ‘\ud2b9\uc815 \ub300\ud654’\ub77c\ub294 \uae30\ub2a5, ‘\ubb3c\uccb4\ub97c \ud0d0\uc9c0’\ud558\ub294 \uae30\ub2a5 \ub4f1\uc744 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc720\ub3c4\ud560\uc218 \uc788\uac8c \ub418\ub294 \uac83\uc774\uc8e0. \uc57d\uac04 ‘\uae30\ub2a5’\uc73c\ub85c \uc624\uba74 \ubaa8\ud638\ud558\uac8c \ub290\uaef4\uc9c0\ub294 \uc9c0\uc810\uc774 \uc788\uc9c0\ub9cc \uc77c\ub2e8 \ube44\uc988\ub2c8\uc2a4 \ub2e8\uc704\uc5d0 \ub9e4\ud551\ub420 \uc218 \uc788\ub294 \ud2b9\uc815 \ubb38\uc81c \ud480\uc774 \uae30\ub2a5 \uc815\ub3c4\ub85c \uc774\ud574\ud558\uba74 \ub420 \uac83 \uac19\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n

\uadf8\ub7ec\uba74 \uc774\uc820 Homogenization \uc774\ub77c\ub294 \uce21\uba74\uc5d0\uc11c \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uad6c\uae00 \ubc88\uc5ed\uc73c\ub85c\ub294 ‘\uade0\uc9c8\ud654’\ub77c\uace0 \ud558\uace0, \ubcf4\ud1b5 \ud559\uacc4\uc5d0\uc11c\ub294 ‘\ub3d9\uc9c8\ud654(?)’\ub77c\uace0 \ub9ce\uc774\ub4e4 \ubd80\ub974\ub294 \uac83 \uac19\uc544\uc694. \ub300\ub7b5 \uc774 \ub17c\ubb38\uc5d0\uc11c\ub294, AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \ub54c \ud480\uc5b4\uc57c \ud560 \ubb38\uc81c\uc758 \ud615\ud0dc\uc5d0 \ub3c5\ub9bd\uc801\uc778 \ud480\uc774 \ubc29\ubc95\uc774\ub77c\ub294 \uc758\ubbf8\uc5d0\uc11c \uc4f0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9bc\uc5d0\uc11c \uc67c\ucabd\uc5d0 \uc788\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubd80\ubd84\uc744 \ubcfc\uae4c\uc694? \uc5b4\ub5a4 \ubb38\uc81c\ub97c \ud480\ub4e0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc801\uc6a9\ud560 \ub54c \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998 \uc790\uccb4\ub294 \uac19\uc740 \uac83\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub2e4\uace0 \ub9d0\ud569\ub2c8\ub2e4. \uc608\ub97c\ub4e4\uc5b4, \ud480\uc5b4\uc57c \ud560 \ubb38\uc81c\uac00 \uc774\ubbf8\uc9c0\uc5d0\uc11c\uc758 \ubb3c\uccb4 \uc778\uc2dd\uc774\ub4e0, \uc790\uc5f0\uc5b4\ucc98\ub9ac\uc5d0\uc11c\uc758 \uae0d\uc815\/\ubd80\uc815 \ud310\ub2e8\uc774\ub4e0, \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \uc81c\uc2dc\ub41c \uc544\uc774\ud15c\uc744 \uc120\ud0dd\ud560\uc9c0 \ub9d0\uc9c0\uc5d0 \ub300\ud55c \uc5ec\ubd80\uc774\ub4e0, ‘\ubd84\ub958’\ubb38\uc81c\ub85c \uc815\uc758\ud558\uace0 \ub85c\uc9c0\uc2a4\ud2f1 \ub9ac\uadf8\ub808\uc158 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud2b9\uc9d5\uc744 \uc5b4\ub5bb\uac8c \uc815\ud558\ub290\ub0d0\ub791 \uc774 \ubb38\uc81c\ub97c \ud480\uae30\uc5d0 \ub354 \uac15\ub825\ud55c \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc740 \uc5c6\ub294\uc9c0 \ub4f1\uc740 \uc0ac\ub78c\uc774 \uc815\ud574\uc918\uc57c \ud558\uc9c0\ub9cc\uc694. \uc774\ub7f0 \uc2dd\uc73c\ub85c \ubc14\ub77c\ubcf4\uba74 \ub525\ub7ec\ub2dd \ub54c\ub294 \uc2e0\uacbd\ub9dd \ubaa8\ub378\ub4e4\uc744 \uc5b4\ub5a4 \uc2dd\uc73c\ub85c \uc5f0\uacb0\ud560\uc9c0 \uadf8 \uad6c\uc131\uc744 \uac70\uc758 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uace0(\uc2dc\uac04\uc801\/\uacf5\uac04\uc801 \uc21c\uc11c\uac00 \uc911\uc694\ud55c\uc9c0, \ud2b9\uc9d5 \ucd94\ucd9c\uc744 \uc544\uc6c3\ud48b\uc744 \uc544\ub294 \uc0c1\ud669\uc5d0\uc11c \uc790\ub3d9 \uc778\ucf54\ub529\ud560\uc9c0, \uacf5\uac04\uc801 \uadfc\uc811\uc131\uc774 \uc911\uc694\ud55c\uc9c0 \ub4f1), \uc774\uc81c Foundation Model\uc758 \ub2e8\uacc4\ub85c \uac00\uba74, \ubb38\uc81c\uc5d0 \ub9de\ucd98 \ud2b9\uc815\ud55c \uad6c\uc131\ub3c4 \ucde8\ud560 \ud544\uc694\uac00 \uc5c6\uc5b4\uc9c4\ub2e4\ub294 \uac83\uc774\uc8e0. <\/p>\n\n\n\n

\uc774\ub4e4\uc758 \uc8fc\uc7a5\uc744 \uac1c\ubc1c \ub2e8\uacc4\uc5d0\uc11c\uc758 \ud3b8\uc758\uc131\uc774\ub77c\ub294 \uce21\uba74\uc5d0\uc11c \ubcf4\uba74 \uaf64 \ud070 \ubcc0\ud654\uac00 \ub2e4\uac00\uc624\uace0 \uc788\ub294 \uac83\uc774 \ub9de\uc2b5\ub2c8\ub2e4. \ud558\ub298\uc5d0\uc11c \ub0b4\ub824\ub2e4\ubcf4\ub294 \ub208\uc744 \ucde8\ud558\uba74 \ub2e4 \uace0\ub9cc\uace0\ub9cc\ud558\uac8c \ubcf4\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uc2e0\uacbd\ub9dd\uc758 \ub274\ube0c\ub79c\ub4dc\uac00 \ub9de\uace0, \ub2e8\uc21c\ud788 GPU \ub4f1\uc758 \uacc4\uc0b0\ud30c\uc6cc\uc640 \ub300\ub7c9 \ub370\uc774\ud130 \uc785\uc218 \uac00\ub2a5\uc131\uc774 \ucee4\uc9c0\uba74\uc11c \ube44\uc120\ud615 \ub9e4\ud551\uc744 \uc798 \ucde8\ud558\uac8c\ub41c \ud2b9\uc815 \ud1b5\uacc4 \ubaa8\ub378\ub85c \ubc14\ub77c\ubcf4\ub294 \uac83\ub3c4 \ub9de\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uaca8\uc6b0 ‘\ud2b9\uc9d5 \ucd94\ucd9c\/\uc120\ud0dd’ \ub4f1\uc744 \uc790\ub3d9\ud654\ud574\uc900 \uac83\uc77c \ubfd0 ‘\uc77c\ubc18\ud654\ub41c \uc9c0\ub2a5’\uc73c\ub85c\ub294 \ubc18\ubc1c\ud1b1\ub9cc\ud07c\ub3c4 \uc804\uc9c4\ud558\uc9c0 \ubabb\ud588\ub2e4\uace0 \ub9d0\ud560 \uc218\ub3c4 \uc788\uaca0\uc8e0. <\/p>\n\n\n\n

\uc5b4\ucc0c\ubcf4\uba74 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc0b0\uc5c5\uc774\ub77c\ub294 \uce21\uba74\uc5d0\uc11c\ub294 \uadf8 \uc791\uc740(?) \ud3b8\uc758\uc131\uc774 \ubd88\ub7ec\uc628 \ubcc0\ud654\ub97c \ud55c\ubc88 \uc0dd\uac01\ud574 \ubd05\uc2dc\ub2e4. \ub525\ub7ec\ub2dd\uc774 \ub9c8\ucf00\ud305 \uc6a9\uc5b4\ub77c\uace0 \ube44\ub09c\ubc1b\uace0 \uadfc 5\ub144 \uc774\uc0c1\uc774 \ud758\ub800\uc2b5\ub2c8\ub2e4. \ucd08\uae30\uc5d0 \uae30\uc874 \uba38\uc2e0\ub7ec\ub2dd\uc5d0\uc11c \uc5b4\ub5a4 \uc54c\uace0\ub9ac\uc998\uc744 \uc4f0\uace0 \uc5b4\ub5a4 \ud2b9\uc9d5\uc744 \ub9cc\ub4e4\uc5b4\uc57c \ud560\uc9c0 \uc0ac\ub78c\uc774 \uad00\uc5ec\ud558\uba74\uc11c \ub298 \uace0\uc219\ub828 \uc5f0\uad6c\uc790\ub4e4\uc774 \ud544\uc694\ud588\uace0, \uc774\ub4e4\uc774 \ud559\uacc4\uc640 \uc0b0\uc5c5\uacc4\ub97c \uc787\ub294 \uc77c\uc885\uc758 \ubc14\ud2c0\ub125\uc774 \ub418\uace0 \uc788\uc5c8\ub294\ub370, \ud2b9\uc9d5 \ucd94\ucd9c\uc744 \uc790\ub3d9\ud654\ud558\ub294 \uae38\uc774 \uc5f4\ub9ac\uba74\uc11c \ubaa8\ub378 \uc544\ud0a4\ud14d\uccd0\uc5d0 \uc880 \ub354 \uc9d1\uc911\ud558\ub294 \uc591\uc0c1\uc73c\ub85c \ud758\ub800\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc790\ub3d9 \ud2b9\uc9d5 \ucd94\ucd9c\uc774 \uc644\ubcbd\ud558\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0, \ud639\uc740 \uc774\ub97c \uc704\ud574 \ub370\uc774\ud130\uac00 \ub9ce\uc774 \ud544\uc694\ub85c\ud558\uae30 \ub54c\ubb38\uc5d0 \uc810\uc810 \uc774 \uc0dd\ud0dc\uacc4\ub294 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ucabd\uc73c\ub85c \ub354 \uc9d1\uc911\ud558\uac8c \ub418\uc5c8\uc8e0. \uadf8\ub9ac\uace0 \ubaa8\ub378 \uc544\ud0a4\ud14d\uccd0 \uc5f0\uad6c \uacb0\uacfc\ubb3c\uc740 \uae30\uc874 \uba38\uc2e0\ub7ec\ub2dd\ubcf4\ub2e4\ub294 \uc7ac\ud604\uc774 \uc27d\uace0 \uc2e4\ubb34\uac00\ub4e4\uc774 \uc27d\uac8c \ub530\ub77c\ud558\uace0 \ud655\uc7a5\ud560 \uc218 \uc788\uac8c \ub418\uba74\uc11c \uc810\uc810 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc7a5\uc778\uc774 \uad00\uc5ec\ud558\ub294 \uc5f0\uad6c\uc5d0\uc11c \uacf5\uc7a5\uc2dd \uc790\ub3d9\ud654\uac00 \ub3c4\uc785\ub418\ub294 \uc0b0\uc5c5\uc758 \ud615\ud0dc\ub85c \uac00\uc18d\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc774\uac78 AI\ub77c\uace0 \ud558\ub4e0, \uba38\uc2e0\ub7ec\ub2dd\uc774\ub77c\uace0 \ud558\ub4e0 \uc6a9\uc5b4\uc57c \uc5b4\ucc0c\ub418\uc5c8\ub4e0 – \ud2b9\uc815 \ubb38\uc81c\ub97c \ud559\uc2b5 \uae30\ubc18\uc73c\ub85c \ud480\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \ub354 \uc18c\uc911\ud788 \uc0dd\uac01\ud558\uace0, \uc5f0\uc0b0 \uc5ed\ub7c9\uc744 \ud0a4\uc6b0\uace0, \ubaa8\ub378\uc758 \uc608\uce21 \uacb0\uacfc\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uc744 \uc2dc\uc2a4\ud15c\uc5d0 \uc790\ub3d9\uc73c\ub85c \ud53c\ub4dc\ubc31\ud558\ub824\ub294 \uc2dc\ub3c4\ub97c \ud558\ub294 \uc9c1\uad70\/\uc870\uc9c1\ub4e4\uc774 \uc99d\uac00\ud558\uc5ec \uc654\uc8e0. \uadf8\ub9ac\uace0 \ucd5c\uadfc\uc758 \ube45\ubaa8\ub378\uc740 \ub2e4\uc2dc \uc774 \uc9c0\uc810\uc758 \uc2e4\ucc9c\uc758 \uc591\uc0c1\uc744 \ubc14\uafb8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c4\uba54\uc778\uacfc \uacfc\uc81c\ub9c8\ub2e4 \uc5b4\ub290 \uc774\uc0c1\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0, \uc774 \uc774\uc885\uc758 \ub370\uc774\ud130\uc640 \ubaa8\ub378, \uadf8 \uc608\uce21\uc5d0 \ub300\ud55c \uc0ac\uc6a9\uc790\uc758 \ud53c\ub4dc\ubc31 \ub530\ub85c \uad00\ub9ac\ud558\uae30 \uc704\ud574 \ub4dc\ub294 \ubb34\uc218\ud55c \ub178\ub825\uc774\uc758 \ucd08\uc810\uc774 \ubc14\ub014 \uc218 \uc788\uac8c \ub418\ub294 \uac83\uc774\uc8e0. <\/p>\n\n\n\n

Foundation Model \uac19\uc740 \ubaa8\ub378\uc744 \uc911\uc2ec\uc73c\ub85c \ud558\ub294 \uc5f0\uad6c\/\uac1c\ubc1c \uc804\ub7b5\uc774 \ub9cc\uc57d \ub354 \ub300\uc138\uac00 \ub41c\ub2e4\uba74 – \ud480\uc5b4\uc57c \ud560 \ubb38\uc81c\uac00 \ub9ce\uc774 \ubc1c\uc0dd\ud558\ub294 \uc6d0\uc778\uc774 \ub418\ub294 ‘\uac1c\ubc1c\/\uad00\ub9ac \ubcf5\uc7a1\uc131 – \uc774\uc9c8\uc801 \uc694\uc18c\uc758 \uc815\ub3c4’\ub294 \uc0ac\uc804\ud559\uc2b5\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uac00\uacf5 \ub2e8\uacc4\uc5d0\uc11c \ucd5c\ub300\ud55c \ucc98\ub9ac\ud558\uac8c \ub420 \uc218 \uc788\uc744 \uac83\uc774\uace0, \uc774\ub294 AI \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc774 \ub370\uc774\ud130 \uad00\ub9ac\uc640 \ucc98\ub9ac\uc5d0 \ub354 \ud798\uc744 \uc9d1\uc911\ud558\uac8c \ub41c\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub300\uc2e0 \uc774\uac83\uc740 \ud544\uc694\ub85c \ud558\ub294 \uc790\ubcf8 \uaddc\ubaa8\uac00 \ub354 \ucee4\uc9c0\uac8c \ub418\uace0 \ube45\ud14c\ud06c \uae30\uc5c5 \uc704\uc8fc\ub85c Foundation Model \uc744 \uc5f0\uad6c\/\uac1c\ubc1c\/\ubc30\ud3ec\ud558\uace0 \ub420 \uc218 \ubc16\uc5d0 \uc5c6\ub294 \uac83\uc774\uc8e0. \ubb3c\ub860 \uc801\uc815\ud55c \uac00\uaca9\uc73c\ub85c \uc774 \ubaa8\ub378\ub4e4\uc5d0 \uc811\uadfc\ud558\uac8c \ud560 \uc218 \uc788\ub2e4\uba74 \uc751\uc6a9\ud558\ub294 \uc785\uc7a5\uc758 \uc18c\uaddc\ubaa8 \uc5f0\uad6c\/\uae30\uc5c5\ub4e4\ub3c4 \ub098\uc058\uc9c4 \uc54a\uaca0\uc9c0\ub9cc\uc694 – \uadf8\ub798\ub3c4 \uc911\uc559\uc9d1\uc911\ub3c4\uac00 \ub192\uc544\uc9c0\uace0 \uc5b4\ub5a4 \uce21\uba74\uc5d0\uc11c\ub294 \uc5f0\uad6c\/\uac1c\ubc1c \uc885\uc18d\uc131\uc774 \uc2ec\ud654\ub41c\ub2e4\uace0\ub3c4 \ud560 \uc218 \uc788\uaca0\uc2b5\ub2c8\ub2e4. \uadf8 \uc678\uc5d0\ub3c4 \uc5ec\ub7ec\uac00\uc9c0 \uace0\ub824\ud574\uc57c\ud560 \uc0ac\ud56d\uc774 \uc0dd\uae34\ub2e4\uace0 \ub17c\ubb38\uc5d0\uc11c \ub9e4\uc6b0 \uc0c1\uc138\ud558\uac8c \uc124\uba85\ud558\uace0 \uc2ec\uc9c0\uc5b4 \uc774\uc5d0 \ub300\ud574 \uc6cc\ud06c\uc0f5\ub3c4 \uc5f4\uc5c8\uc5b4\uc694 [3]. \ub354 \uc0c1\uc138\ud55c \ub0b4\uc6a9\uc744 \uc54c\uace0 \uc2f6\uc73c\uc2e0 \ubd84\ub4e4\uc740 \ub17c\ubb38 \uc77c\ub3c5\uacfc \uc601\uc0c1 \uc2dc\uccad\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4. <\/p>\n\n\n\n

<\/p>\n\n\n\n

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