{"id":872,"date":"2025-11-17T21:34:42","date_gmt":"2025-11-17T20:34:42","guid":{"rendered":"https:\/\/aronazarar.com\/?p=872"},"modified":"2026-02-24T15:08:42","modified_gmt":"2026-02-24T14:08:42","slug":"mi-%eb%b0%8f-%ed%95%98%eb%93%9c%ec%9b%a8%ec%96%b4","status":"publish","type":"post","link":"https:\/\/aronazarar.com\/ko\/mi-%eb%b0%8f-%ed%95%98%eb%93%9c%ec%9b%a8%ec%96%b4\/","title":{"rendered":"MI \ubc0f \ud558\ub4dc\uc6e8\uc5b4"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"872\" class=\"elementor elementor-872\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cda1a8 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"2cda1a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65536c7 elementor-widget elementor-widget-text-editor\" data-id=\"65536c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>AI\uc758 \ub3c4\uc6c0\uc73c\ub85c<\/h3><h2>1. \uc18c\uac1c - \uc9c0\uc815\ud559\uc801 AI \uae30\uc220 \uc2dc\ub300\uc758 \ubb38\ud131\uc5d0\uc11c\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"7\">\uc6b0\ub9ac\ub294 \uae30\uc220\uc801 \uc6b0\uc704\uac00 \ub354 \uc774\uc0c1 \ub2e8\uc21c\ud55c \uacbd\uc7c1 \uc6b0\uc704\uac00 \uc544\ub2c8\ub77c \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \uae30\ubc18\uc774 \ub418\ub294 \uc2dc\ub300\uc5d0 \uc811\uc5b4\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4. <b>\uad6d\uac00 \uc548\ubcf4<\/b> \uadf8\ub9ac\uace0 <b>\uc9c0\uc815\ud559\uc801 \uc601\ud5a5<\/b>.<\/h3><h3>\ub370\uc774\ud130 \uc13c\ud130\uc758 \uc131\ub2a5, \ucd08\uace0\uc18d \uc5f0\uc0b0 \ub2a5\ub825, \ub370\uc774\ud130 \ub124\ud2b8\uc6cc\ud06c\uc758 \ubcf5\uc6d0\ub825\uc740 \uc774\uc81c \uc804\ub7b5\uc801 \ubb34\uae30\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4. 2026\ub144\uc758 \uae00\ub85c\ubc8c \uc815\uce58 \uc0c1\ud669\uc5d0\uc11c \uc804 \uc138\uacc4\uc801\uc778 \uae34\uc7a5\uc774 \uace0\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\ubb34\uc790\ube44\ud55c<\/b> \uac15\ub300\uad6d \uac04\uc758 \uad8c\ub825 \uc7ac\ud3b8, \uc9c0\uc5ed \uac08\ub4f1, \uadf8\ub9ac\uace0 \uc0ac\uc774\ubc84 \uc804\uc7c1\uc758 \uc9c0\uc18d\uc801\uc778 \uadf9\uc7a5\uc740 \ubaa8\ub450 <b>\uc911\uc694<\/b> \uc911\uc694\uc131 <b>\ub514\uc9c0\ud138 \uc8fc\uad8c<\/b>.<\/h3><h3 data-path-to-node=\"8\">\ub2e4\uc74c\uacfc \uac19\uc740 \uc774\ud574\uad00\uacc4\uac00 \uc5bd\ud600 \uc788\uc2b5\ub2c8\ub2e4. <b>\uc778\uacf5 \uc9c0\ub2a5<\/b> (AI)\uc640 \uadf8 \uae30\ubc18\uc774 \ub418\ub294 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-GPU, NPU, TPU, ASIC \uce69, HBM \uba54\ubaa8\ub9ac \ubc0f NVLINK \uc778\ud130\ucee4\ub125\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <b>\uae30\ub150\ube44\uc801<\/b>.<\/h3><h3>\uc774 <b>\uc804\ub7b5\uc801 \uc81c\ud734<\/b> 21\uc138\uae30 \uac00\uc7a5 \ucca8\uc608\ud55c \uc9c0\uc815\ud559\uc801 \uc804\uc7a5\uc5d0\uc11c \ud3bc\uccd0\uc9c0\ub294 \uacbd\uc7c1\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc9c4\uc815\ud55c \uc774\ud574\uad00\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <b>\uae30\uc220 \uc6b0\uc704<\/b> \uadf8\ub9ac\uace0 <b>\ucd08\ub2a5\ub825<\/b> \uc0c1\ud0dc. AI \uc2dc\uc2a4\ud15c\uc744 \ud559\uc2b5\ud558\uace0 \uc2e4\ud589\ud558\ub824\uba74 \uc5c4\uccad\ub09c \uc5f0\uc0b0 \ub2a5\ub825\uc774 \ud544\uc694\ud55c\ub370, \uc774\ub294 \uc624\uc9c1 \uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\u00a0\uc774 <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \uc2dc\ub108\uc9c0 \ud6a8\uacfc <b>\ud601\uba85\uc801<\/b> \uad6d\ubc29, \uae08\uc735, \uc758\ub8cc, \uc5d0\ub108\uc9c0 \ubd80\ubb38\uc5d0 \uac78\uccd0 \ubcc0\ud654\ub97c \uc77c\uc73c\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\uc911\uc694\ud55c \uc804\ub7b5\uc801 \ud544\uc218 \uc694\uc18c<\/b> \ubaa8\ub4e0 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\ub97c \uc704\ud55c \uac83\uc785\ub2c8\ub2e4. \ub4a4\ucc98\uc9c0\ub294 \uc0ac\ub78c\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <b>\ubb34\uc790\ube44\ud558\uac8c<\/b> \ub0a8\uaca8\uc84c\uc2b5\ub2c8\ub2e4.<\/h3><hr data-path-to-node=\"9\" \/><h3 data-path-to-node=\"10\">\u00a0<\/h3><h2>2. \uc778\uacf5 \uc9c0\ub2a5\uc5d0\uc11c \ud558\ub4dc\uc6e8\uc5b4\uc758 \uc911\uc694\uc131\uacfc \uae30\ub2a5\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"11\">\ucd5c\uc2e0 AI \uc2dc\uc2a4\ud15c(\ud2b9\ud788 \ub525\ub7ec\ub2dd \ubaa8\ub378\uacfc \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378, LLM)\uc758 \uacc4\uc0b0 \uc694\uad6c\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\uae30\ud558\uae09\uc218\uc801\uc73c\ub85c<\/b>. \uae30\uc874 CPU <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2025-ai-index-report\">\ub354 \uc774\uc0c1 \ud6a8\uc728\uc801\uc73c\ub85c \ucda9\uc871\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/a> \uc774 <b>\uac70\ub300\ud55c<\/b> \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\uc11c \uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ud328\ud0a4\uc9c0\uac00 \ub4e4\uc5b4\uc635\ub2c8\ub2e4.<\/h3><h3 data-path-to-node=\"12\">\u00a0<\/h3><h3><span style=\"font-weight: normal;\">\uc8fc\uc694 AI \ud558\ub4dc\uc6e8\uc5b4 \uc694\uc18c\uc640 \uadf8 \ubaa9\ud45c<\/span>s<\/h3><h3 data-path-to-node=\"13\">\u00a0<\/h3><h3>1. GPU(\uadf8\ub798\ud53d \ucc98\ub9ac \uc7a5\uce58)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"14\"><li><h3 data-path-to-node=\"14,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\ubc94\uc6a9 \uac00\uc18d.<\/b> \uc8fc\ub85c \uc0ac\uc6a9\ub418\ub294 \uc6a9\ub3c4 <b>\uad50\uc721<\/b> \ub300\uaddc\ubaa8 AI \ubaa8\ub378(LLM, \uc774\ubbf8\uc9c0 \uc0dd\uc131\uae30).<\/h3><\/li><li><h3 data-path-to-node=\"14,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>\ubcd1\ub82c \ucc98\ub9ac:<\/b> \uc218\ucc9c \uac1c\uc758 \uc791\uc740 \ucf54\uc5b4\uac00 \uc788\uc5b4 \ud589\ub82c \uacf1\uc148\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud558\uba70, \uc774\ub294 <b>\uae30\ubcf8<\/b> \uc2e0\uacbd\ub9dd\uc758 \uc791\ub3d9.<\/h3><\/li><\/ul><ul data-path-to-node=\"14\"><li>\uae00\ub85c\ubc8c \uac00\uaca9: 200$ - 2000$\u00a0<\/li><\/ul><ul data-path-to-node=\"14\"><li>\ud074\ub77c\uc6b0\ub4dc: \ud3c9\uade0 1$\/h<\/li><\/ul><h3 data-path-to-node=\"15\">\u00a0<\/h3><h3>2. TPU(\ud150\uc11c \ucc98\ub9ac \uc7a5\uce58)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"16\"><li><h3 data-path-to-node=\"16,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 AI\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/b> Google\uc5d0\uc11c AI\ub97c \uc704\ud574 \ud2b9\ubcc4\ud788 \uac1c\ubc1c\ud55c ASIC\uc785\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"16,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>\ud150\uc11c \uac00\uc18d:<\/b> \ud150\uc11c(\ub2e4\ucc28\uc6d0 \ub370\uc774\ud130) \ucc98\ub9ac\ub97c \uc704\ud574 \uba85\uc2dc\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ub418\uc5b4 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <b>\uae09\uc131<\/b> \ud6c8\ub828\uacfc \ub2ec\ub9ac\uae30(\ucd94\ub860) \ubaa8\ub450\uc5d0\uc11c \uac00\uc18d\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/h3><\/li><li><h3>\uac00\uaca9 \ud074\ub77c\uc6b0\ub4dc 1,2$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"17\">\u00a0<\/h3><h3>3. NPU(\uc2e0\uacbd \ucc98\ub9ac \uc7a5\uce58)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"18\"><li><h3 data-path-to-node=\"18,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\uc5e3\uc9c0 AI.<\/b> \ubaa8\ubc14\uc77c \ub514\ubc14\uc774\uc2a4 \ubc0f IoT\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc800\uc804\ub825 \ucd94\ub860\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"18,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>\uc804\uc6a9 \ucd5c\uc801\ud654:<\/b> \uc2e0\uacbd\ub9dd \uc2e4\ud589\uc744 \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub41c \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\ub85c \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>vital<\/b> \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/h3><\/li><li><h3>\uac00\uaca9 40$ - 500$<br \/>\ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c: 0,05-0,2$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"19\">\u00a0<\/h3><h3>4. ASIC(\uc560\ud50c\ub9ac\ucf00\uc774\uc158\ubcc4 \uc9d1\uc801 \ud68c\ub85c)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"20\"><li><h3 data-path-to-node=\"20,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\uba48\ucd9c \uc218 \uc5c6\ub294 \ub9de\ucda4\ud615 \ud6a8\uc728\uc131.<\/b> \ud2b9\uc815 AI \uc791\uc5c5(\uc608: \uc554\ud638\ud654, \ube44\ub514\uc624 \ubd84\uc11d)\uc744 \uc704\ud55c \ub9de\ucda4\ud615 \uce69\uc785\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"20,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>\uc644\uc804\ud788 \ucd5c\uc801\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4:<\/b> \ub2e4\uc74c\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\uc9c0\uc218<\/b> \ubaa8\ub4e0 \ud2b8\ub79c\uc9c0\uc2a4\ud130\ub294 \ubd88\ud544\uc694\ud55c \uae30\ub2a5\uc744 \uc81c\uc678\ud558\uace0 \ubaa9\ud45c \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc124\uacc4\ub418\uc5c8\uae30 \ub54c\ubb38\uc5d0 \ud6a8\uc728\uc131\uc774 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4.<\/h3><\/li><li><h3>\uac00\uaca9: 800- 10000+$<br \/>\ud074\ub77c\uc6b0\ub4dc: 200$\/\uc6d4<\/h3><\/li><\/ul><h3 data-path-to-node=\"21\">\u00a0<\/h3><h3>5. HBM(\uace0\ub300\uc5ed\ud3ed \uba54\ubaa8\ub9ac)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"22\"><li><h3 data-path-to-node=\"22,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\ub370\uc774\ud130 \uc804\uc1a1\uc758 \ud575\uc2ec.<\/b> GPU\/TPU\uc640 \uba54\ubaa8\ub9ac \uac04\uc758 \ube60\ub978 \ub370\uc774\ud130 \uc804\uc1a1.<\/h3><\/li><li><h3 data-path-to-node=\"22,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>3D \uc2a4\ud0dc\ud0b9:<\/b> \uba54\ubaa8\ub9ac \uce69\uc740 \uc218\uc9c1(3D) \ub808\uc774\uc5b4\ub85c \uc801\uce35\ub418\uc5b4 \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \ub370\uc774\ud130 \uc804\uc1a1 \uc18d\ub3c4\uc640 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131.<\/h3><\/li><li><h3>\uac00\uaca9 1000+$ - 30000+$<br \/>\ud074\ub77c\uc6b0\ub4dc: 2$-4$\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"23\">\u00a0<\/h3><h3>6. NVLINK(\uace0\uc18d \uc0c1\ud638 \uc5f0\uacb0 \uae30\uc220) 6.<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"24\"><li><h3 data-path-to-node=\"24,0,0\"><b>AI\uc758 \uc8fc\uc694 \ubaa9\ud45c:<\/b> <b>\ud655\uc7a5 \ubc0f \ucee4\ubba4\ub2c8\ucf00\uc774\uc158.<\/b> \ub370\uc774\ud130 \uc13c\ud130 \ub0b4\uc5d0\uc11c \uc5ec\ub7ec GPU\/TPU \uc5f0\uacb0\ud558\uae30.<\/h3><\/li><li><h3 data-path-to-node=\"24,1,0\"><b>\ud575\uc2ec \uae30\ub2a5:<\/b> <b>\uadf9\ub300\ud654\ub41c \ub300\uc5ed\ud3ed:<\/b> \ub2e4\uc74c\uacfc \uac19\uc740 \ud2b9\ud654\ub41c \uc0c1\ud638 \uc5f0\uacb0 \ud504\ub85c\ud1a0\ucf5c <b>\uc911\uc694<\/b> \ub370\uc774\ud130\uc758 \ube60\ub978 \uad50\ud658\uc774 \uc774\ub8e8\uc5b4\uc9c0\ub294 \ub300\uaddc\ubaa8 \ud074\ub7ec\uc2a4\ud130(\uc608: \uc288\ud37c\ucef4\ud4e8\ud130)\ub97c \uad6c\ucd95\ud558\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4. <b>\ud544\uc218<\/b> \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc704\ud574.<\/h3><\/li><\/ul><h3 data-path-to-node=\"25\"><b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc18d\ub3c4\ub97c \ub192\uc77c \ubfd0\ub9cc \uc544\ub2c8\ub77c <b>\uae09\uc131<\/b> \uc758 \ubb38\uc81c <b>\ucd5c\uc801\ud654<\/b>. AI\uc640 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uac00\uc838\uc635\ub2c8\ub2e4 <b>\ub3cc\ud30c\uad6c<\/b> \uacb0\uacfc:<\/h3><ul data-path-to-node=\"26\"><li><h3 data-path-to-node=\"26,0,0\"><b>\ud558\ub4dc\uc6e8\uc5b4 \uc778\uc2dd \ucd5c\uc801\ud654:<\/b> AI \ubaa8\ub378\uc740 \uc124\uacc4 \ub2e8\uacc4\uc5d0\uc11c\ub3c4 \ub300\uc0c1 \ud558\ub4dc\uc6e8\uc5b4\uc758 \ud2b9\uc131(\uc608: TPU\/ASIC)\uc744 \uace0\ub824\ud558\ubbc0\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\ub180\ub77c\uc6b4<\/b> \ud6a8\uc728\uc131\uc774 \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"26,1,0\"><b>\uce69 \uc124\uacc4 \uc790\ub3d9\ud654:<\/b> AI \uc790\uccb4\uc5d0\uc11c \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc791\uc5c5 <b>ASIC \uc124\uacc4<\/b>\ub97c \ud1b5\ud574 \uce69 \uc124\uacc4 \uc8fc\uae30\uc758 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c AI\ub294 \ub354\uc6b1 \ud6a8\uc728\uc801\uc73c\ub85c \uac1c\ubc1c\ub429\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uadf8 \uc790\uccb4\ub85c.<\/h3><\/li><\/ul><hr data-path-to-node=\"27\" \/><h3 data-path-to-node=\"28\">\u00a0<\/h3><h2>3. AI + \ud558\ub4dc\uc6e8\uc5b4 \ubd84\uc57c\uc758 \uae00\ub85c\ubc8c \uacbd\uc7c1, \ud50c\ub808\uc774\uc5b4 \ubc0f \ub9ac\uc2a4\ud06c\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"29\">AI\uc640 \uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc5d0 \ubd88\uc744 \ubd99\uc600\uc2b5\ub2c8\ub2e4. <b>\ubb34\uc790\ube44\ud55c<\/b> \uae00\ub85c\ubc8c \uacbd\uc7c1\uc744 \ud1b5\ud55c \uae30\uc220 <b>\uc9c0\ubc30\ub825<\/b>.<\/h3><h3 data-path-to-node=\"30\">\u00a0<\/h3><h3>A. \uc9c0\uc815\ud559\uc801 \ud30c\uc6cc \uc13c\ud130 \ubc0f \ud558\ub4dc\uc6e8\uc5b4<\/h3><div>\u00a0<\/div><h3 data-path-to-node=\"32\"><b>\uc911\uad6d:<\/b><\/h3><h3>\uc8fc\uad8c \uc804\ub7b5(ASIC, HBM)<\/h3><h3 data-path-to-node=\"32\"><b><\/b> \uc911\uad6d\uc758 <b>\uc911\uc694<\/b> \ub514\uc9c0\ud138 \uc8fc\uad8c\uc744 \ub2ec\uc131\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc785\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>\ud2b9\ud788 <b>ASIC<\/b> \uad6d\ub0b4 <b>GPU<\/b> \uae30\uc220.<\/h3><h3>\ud654\uc6e8\uc774\uc640 \uac19\uc740 \uac70\ub300 \uae30\uc5c5\ub4e4\uc774 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\uae30\ub150\ube44\uc801<\/b> \ub97c \uad6c\ucd95\ud558\ub294 \ub370 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc5d0\ucf54\uc2dc\uc2a4\ud15c(\uc608 <b>HBM<\/b> \uc81c\uc870 \uc5ed\ub7c9)\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574 \ubbf8\uad6d\uc758 \uc218\ucd9c \uc81c\ud55c \uc870\uce58\uc5d0 \ub300\uc751\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \uc218\uc785\uc0b0\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\ub97c \uc904\uc774\ub294 \uac83\uc785\ub2c8\ub2e4. <b>GPU<\/b> \uad6d\ub0b4\uc758 \ud68c\ubcf5\ub825\uc744 \ub192\uc774\uace0 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uacf5\uae09\ub9dd. \uc774\uac83\uc740 <b>\uc804\ub7b5\uc801 \ud544\uc218 \uc694\uc18c<\/b>.<\/h3><h3 data-path-to-node=\"33\"><b>\ub3d9\uc544\uc2dc\uc544:<\/b><\/h3><h3>\uc81c\uc870 \ubc0f \uba54\ubaa8\ub9ac \ud5c8\ube0c(HBM, ASIC)<\/h3><h3 data-path-to-node=\"33\"><b><\/b> \ud55c\uad6d(\uc0bc\uc131, SK\ud558\uc774\ub2c9\uc2a4)\uc740 \uae00\ub85c\ubc8c <b>\uc9c0\ubc30\ub825<\/b> \uba54\ubaa8\ub9ac \ubc0f \ud328\ud0a4\uc9d5(<b>HBM<\/b>), \uc989 <b>\ud544\uc218<\/b> \uad6c\uc131 \uc694\uc18c\uc5d0 \ub300\ud55c <b>GPU<\/b> \uadf8\ub9ac\uace0 <b>TPU<\/b>. \uc77c\ubcf8\uc740 \ub2e4\uc74c \uc0ac\ud56d\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc7ac\ub8cc \uc5f0\uad6c \ubc0f \uc81c\uc870 \uc7a5\ube44<\/h3><h3><b>\ub354 \ub113\uc740 \uc544\uc2dc\uc544(\uc778\ub3c4 \ud3ec\ud568):<br \/><\/b><b>\ub5a0\uc624\ub974\ub294 \uac15\uc790(ASIC, \uc5e3\uc9c0 AI)<\/b><\/h3><h3><b>\uc778\ub3c4<\/b> \ub294 <b>\uc911\uc694<\/b> \ubc29\ub300\ud55c \uc778\uc7ac \ud480\uacfc \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \ub514\uc9c0\ud138 \uc778\ud504\ub77c\ub97c \uac16\ucd98 \ud50c\ub808\uc774\uc5b4\uc785\ub2c8\ub2e4. \uc790\uccb4 \uac1c\ubc1c\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>ASIC<\/b> \uadf8\ub9ac\uace0 <b>NPU<\/b> \ub300\uc911 \uc2dc\uc7a5 \ubc0f \uc815\ubd80 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uc5ed\ub7c9, \ud1a0\uc885 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc721\uc131 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc778\ub3c4 \ubc18\ub3c4\uccb4 \ubbf8\uc158\uacfc \uac19\uc740 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ub530\ub77c \uc124\uacc4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\u00a0\u00a0<b>\uc2f1\uac00\ud3ec\ub974<\/b> \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305(HPC) \ubc0f AI \uac1c\ubc1c\uc744 \uc704\ud55c \uc9c0\uc5ed \ud5c8\ube0c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uba70, \ucd5c\uace0 \uc218\uc900\uc758 \ub370\uc774\ud130\uc13c\ud130 \uc6b4\uc601\uc744 \ud1b5\ud574 \uc548\uc804\ud55c \ub370\uc774\ud130\uc13c\ud130 \uc6b4\uc601\uc744 \uc704\ud55c \uc785\uc9c0\ub97c \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\ub7ec\uc2dc\uc544:<\/h3><h3>\uc9d1\uc911\ub41c \uad70\uc0ac \ubc0f \uc5d0\ub108\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c, \ud1a0\ucc29 \uc124\uacc4)<br \/>\uc11c\ubc29\uc758 \uc81c\uc7ac\ub85c \uc778\ud574 \ub7ec\uc2dc\uc544\ub294 \ucd5c\ucca8\ub2e8 \ud558\ub4dc\uc6e8\uc5b4(\uace0\uae09 GPU \ubc0f HBM \uae30\uc220)\uc5d0 \uc811\uadfc\ud558\ub294 \ub370 \uc0c1\ub2f9\ud55c \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\u00a0\uc8fc\ub85c \uad6d\ubc29 \ubc0f \uc5d0\ub108\uc9c0 \ubd80\ubb38\uc744 \uc704\ud55c \ud1a0\uc885 \ub9c8\uc774\ud06c\ub85c\uc77c\ub809\ud2b8\ub85c\ub2c9\uc2a4 \ubc0f ASIC \uc124\uacc4 \uac1c\ubc1c\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc73c\uba70, \uad6c\uc138\ub300 \uc2dc\uc2a4\ud15c\uc774\uc9c0\ub9cc \uad70\uc0ac\uc801\uc73c\ub85c \uc2e4\ud589 \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c\uc758 \uc790\uae09\uc790\uc871\uc744 \ubaa9\ud45c\ub85c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uace0\ub9bd\uc73c\ub85c \uc778\ud574 \uad6d\ub0b4 \uc0dd\uc0b0\uacfc \ubcd1\ud589 \uc218\uc785\uc5d0 \uc758\uc874\ud574\uc57c \ud558\ubbc0\ub85c \uae00\ub85c\ubc8c \uc0c1\uc6a9 AI \uacbd\uc7c1\ub825\uc774 \uc81c\ud55c\ub418\uc9c0\ub9cc \ud2b9\uc815 \uad70\uc0ac \ud558\ub4dc\uc6e8\uc5b4 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\uc911\ub3d9:<\/h3><h3>\u00a0\uc804\ub7b5\uc801 \ud22c\uc790, \uc124\uacc4 \ubc0f \uc778\uc218(GPU, ASIC, HPC)<br \/>\uc911\ub3d9\uc758 \uc0c1\uc704 \uad6d\uac00\ub4e4\uc740 \uc11c\ub85c \ub2e4\ub974\uc9c0\ub9cc \ub611\uac19\uc774 \uc911\uc694\ud55c \uc804\ub7b5\uc744 \ucd94\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\u00a0\u00a0\uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544\uc640 UAE\ub294 \ub300\uaddc\ubaa8 \uad6d\ubd80\ud380\ub4dc \ud22c\uc790\ub97c \ud1b5\ud574 \uae00\ub85c\ubc8c AI \ud5c8\ube0c\uac00 \ub418\uae30 \uc704\ud55c \uacf5\uaca9\uc801\uc778 \uacc4\ud68d\uc744 \uc2e4\ud589\ud558\uace0 \uc788\uc73c\uba70, \uc138\uacc4 \ucd5c\uace0 \uc218\uc900\uc758 \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305(HPC) \ubc0f \uad6d\uac00 AI \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c \uad6c\ucd95\uc744 \uc704\ud574 \ub300\uaddc\ubaa8 GPU \ud074\ub7ec\uc2a4\ud130\uc640 \uad00\ub828 HBM \uae30\uc220 \ud655\ubcf4\uc5d0 \uc8fc\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\uadf8\ub7ec\ub098 \uc774\uc2a4\ub77c\uc5d8\uc740 \ud558\ub4dc\uc6e8\uc5b4 \uc124\uacc4, R&amp;D, \ud2b9\uc218 ASIC \ubc0f NPU \uc81c\uc791\uc5d0 \uac15\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc2a4\ub77c\uc5d8\uc740 \ubc18\ub3c4\uccb4 R&amp;D \ubc0f \uc0ac\uc774\ubc84 \ubcf4\uc548\uc5d0 \ub300\ud55c \uae4a\uc740 \uc804\ubb38\uc131\uc744 \ubc14\ud0d5\uc73c\ub85c \ucc28\uc138\ub300 \ud558\ub4dc\uc6e8\uc5b4 \uad6c\uc131 \uc694\uc18c \ubc0f AI \uac00\uc18d \uc124\uacc4\uc758 \ud575\uc2ec \ud601\uc2e0 \uc13c\ud130 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc73c\uba70, \uc885\uc885 \ubbf8\uad6d\uc758 \uac70\ub300 \uae30\uc220 \uae30\uc5c5\uacfc \uae34\ubc00\ud788 \ud611\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\uc774 \uc9c0\uc5ed\uc740 \uc790\ubcf8 \uc9d1\uc57d\uc801\uc778 \uc778\uc218\uc640 \uc9c0\uc801 \uc7ac\uc0b0 \ucc3d\ucd9c\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc804\ub7b5\uc801\uc73c\ub85c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc9c0\uc5ed\uc785\ub2c8\ub2e4.<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">\uc720\ub7fd \ubc0f \uc720\ub7fd\uc5f0\ud569:<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\uc724\ub9ac \ubc0f \uc8fc\uad8c(NPU, ASIC)<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">EU\ub294 \ud558\ub4dc\uc6e8\uc5b4 \ubd84\uc57c\uc5d0\uc11c \ub514\uc9c0\ud138 \uc8fc\uad8c\uc744 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\uc9c0\ub9cc \ud558\uc774\uc5d4\ub4dc GPU \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc0c1\ub2f9\ud788 \ub4a4\ucc98\uc838 \uc788\uc2b5\ub2c8\ub2e4. CHIPS \ubc95\uc740 \ubc18\ub3c4\uccb4 \uc81c\uc870\uc5d0 \ub300\ud55c \uae30\ub150\ube44\uc801\uc778 \ud22c\uc790\ub97c \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\uc724\ub9ac\uc801 AI \uc811\uadfc \ubc29\uc2dd\uc740 \uc81c\uc5b4 \uac00\ub2a5\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud558\ub4dc\uc6e8\uc5b4(\uc608: \ub3c5\uc810\uc801\uc778 NPU \ubc0f ASIC \uac1c\ubc1c)\ub97c \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \ud5dd\uac00\ub9ac\ub294 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784\uc778 \ub514\uc9c0\ud138 \uc778\ud504\ub77c \uac1c\ubc1c\uc744 \ud1b5\ud574 \uc774 \uc9c0\uc5ed AI \ubc0f \ud558\ub4dc\uc6e8\uc5b4 \uc9c0\ub3c4\uc5d0\uc11c \uc790\uc2e0\uc758 \uc704\uce58\ub97c \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><\/div><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\ub0a8\ubbf8 \ubc0f \uc544\ud504\ub9ac\uce74:<\/h3><h3>\u00a0AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uc2e0\ud765 \uc13c\ud130(\uc5e3\uc9c0 AI, \uc778\ud504\ub77c)<\/h3><h3>\uc774 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \ucd5c\ucca8\ub2e8 \ud558\ub4dc\uc6e8\uc5b4 \uc81c\uc791\ubcf4\ub2e4\ub294 \uc8fc\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc5e3\uc9c0 AI \uc194\ub8e8\uc158\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0 AI\ub97c \ube60\ub974\uac8c \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\u00a0\ube0c\ub77c\uc9c8(\ub0a8\ubbf8)\uacfc \ub0a8\uc544\ud504\ub9ac\uce74\uacf5\ud654\uad6d(\uc544\ud504\ub9ac\uce74)\uacfc \uac19\uc740 \uad6d\uac00\ub4e4\uc774 MI \uc5f0\uad6c \ubc0f \ub370\uc774\ud130\uc13c\ud130 \uac1c\ubc1c\uc744 \uc120\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \uc804\ub7b5\uc801 \ucd08\uc810\uc740 \ub18d\uc5c5 \ucd5c\uc801\ud654, \uae08\uc735 \ud3ec\uc6a9, \uc758\ub8cc \uc811\uadfc\uc131 \ub4f1 \uc9c0\uc5ed \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 NPU\uc640 \uad6c\uc138\ub300 GPU\ub97c \ud65c\uc6a9\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc7a5\uae30\uc801\uc778 \uc804\ub7b5\uc740 \uc8fc\uad8c\uc801\uc774\uace0 \ud0c4\ub825\uc801\uc778 \ud558\ub4dc\uc6e8\uc5b4 \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud558\uae30 \uc704\ud574 \uad6d\uc81c \ud22c\uc790\ub97c \uc720\uce58\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/h3><\/div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">USA:<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\ud601\uc2e0\uc758 \uc5d4\uc9c4(GPU, HBM, NVLINK)<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">\ubbf8\uad6d\uc740 \uc120\ub3c4\uc801\uc778 \uce69 \uc124\uacc4 \ubc0f \uc81c\uc870 \ud68c\uc0ac(NVIDIA, AMD, Intel)\ub97c \ubcf4\uc720\ud55c AI \ud558\ub4dc\uc6e8\uc5b4 R&amp;D \ubd84\uc57c\uc758 \uae00\ub85c\ubc8c \uc120\ub450\uc8fc\uc790\uc785\ub2c8\ub2e4.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0GPU, NVLINK, HBM \uc124\uacc4\uc5d0\uc11c \uc5bb\uc740 \uc774\uc810\uc740 \ud6c8\ub828 \uacc4\uc0b0\uc5d0\uc11c \ud53c\ud560 \uc218 \uc5c6\ub294 \uc6b0\uc704\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. DARPA \ubc0f \uae30\ud0c0 \uc815\ubd80 \uae30\uad00\uc740 \ucc28\uc138\ub300 \ud558\ub4dc\uc6e8\uc5b4(\uc608: TPU \ub300\uccb4\ud488, ASIC) \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ub9c9\ub300\ud55c \uc790\uae08\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc220 \uc6b0\uc704\ub97c \uc720\uc9c0\ud558\ub294 \uac83\uc740 \uc911\uc694\ud55c \uad6d\uac00 \uc548\ubcf4 \ubaa9\ud45c\uc785\ub2c8\ub2e4.<\/h3><\/div><h3 data-path-to-node=\"35\">\u00a0<\/h3><h3>B. \uacbd\uc7c1\uc758 \uc704\ud5d8: <br \/>\ub3d9\uc804\uc758 \uc5b4\ub450\uc6b4 \uba74<\/h3><h3>\u00a0<\/h3><ol start=\"1\" data-path-to-node=\"36\"><li><h3 data-path-to-node=\"36,0,0\"><b><a href=\"https:\/\/www.oecd.org\/en\/publications\/competition-in-artificial-intelligence-infrastructure_623d1874-en\/full-report\/component-5.html\">\uacf5\uae09\ub9dd<\/a> \ucde8\uc57d\uc131:<\/b><\/h3><h3>\uc9c0\ub9ac\uc801 \uc9d1\uc911\ub3c4 <a href=\"https:\/\/docs.nvidia.com\/ai-enterprise\/planning-resource\/ai-factory-white-paper\/latest\/introduction.html\">\uce69 \uc81c\uc870<\/a> (\ud2b9\ud788 \uac00\uc7a5 \uc9c4\ubcf4\ub41c <b>GPU, TPU, ASIC<\/b>\uc608\ub97c \ub4e4\uc5b4, \ub300\ub9cc)\ub294 <b>\uc911\uc694<\/b> \ucde8\uc57d\ud55c \uc9c0\uc810. \uc7a0\uc7ac\uc801\uc778 \ucda9\ub3cc\ub85c \uc778\ud574 <b>\uc989\uc2dc<\/b> \uae00\ub85c\ubc8c \uacbd\uc81c \ubc0f \uad70\uc0ac\uc801 \uc7ac\uc559\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"36,1,0\"><b>\uae30\uc220 \ube44\ub300\uce6d\uacfc \uac1c\ubc1c \uaca9\ucc28:<\/b><\/h3><h3>\ub9e4\uc6b0 \ub192\uc740 \ube44\uc6a9\uacfc \ubcf5\uc7a1\uc131\uc744 \uac00\uc9c4 \uace0\uae09 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\uc608 <b>GPU<\/b> \ucd5c\uc2e0 <b>HBM<\/b>), \uae30\uc220 \uac15\ub300\uad6d\uacfc \uac1c\ubc1c\ub3c4\uc0c1\uad6d \uac04\uc758 \uaca9\ucc28\uac00 \uc810\uc810 \ub354 \ubc8c\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ube44\ub300\uce6d\uc131\uc740 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \uc9c0\uc815\ud559\uc801 \uae34\uc7a5\uc744 \uc545\ud654\uc2dc\ud0b5\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"36,2,0\"><b>\uad70\ube44 \uacbd\uc7c1\uc758 \uaca9\ud654:<br \/><\/b><br \/>\u00a0\uadf8\ub9ac\uace0 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\ud2b9\ud788 <b>TPU\/ASIC<\/b> \uc2dc\uc2a4\ud15c)\uc758 \ud655\uc0b0\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. <b>\uce58\uba85\uc801<\/b> \uc790\uc728 \ubb34\uae30 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 <b>\uacb0\uc815\uc801<\/b> \uc804\ub7b5\uc801 \uc548\uc815\uc131\uc758 \ubd88\uc548\uc815\ud654.<\/h3><\/li><\/ol><hr data-path-to-node=\"37\" \/><h3 data-path-to-node=\"38\">\u00a0<\/h3><h2>4. \uc804\ub7b5\uc801 \ud2b8\ub80c\ub4dc - 4.<\/h2><h3>AI\uc640 \ud558\ub4dc\uc6e8\uc5b4\uc758 \ud798\uc758 \uc7ac\ubd84\ubc30\u00a0<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"39\">\uc804\ubb38\ud654\ub41c \ucd95\uc744 \ub530\ub77c <b><a href=\"https:\/\/www.idc.com\/resource-center\/blog\/global-memory-shortage-crisis-market-analysis-and-the-potential-impact-on-the-smartphone-and-pc-markets-in-2026\/\">\ud558\ub4dc\uc6e8\uc5b4<\/a><\/b> \ubc0f \uc778\uacf5 \uc9c0\ub2a5(AI), 2 <b>\uadfc\ubcf8\uc801\uc73c\ub85c<\/b> \uc815\uc758\ud558\ub294 \uc804\ub7b5\uc801 \ud2b8\ub80c\ub4dc\uac00 \ud3bc\uccd0\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \uad8c\ub825\uc758 \uc7ac\ubd84\ubc30.<\/h3><h3 data-path-to-node=\"40\">\u00a0<\/h3><h3>A. \ucef4\ud4e8\ud305 \ud30c\uc6cc\uc758 \ud0c8\uc911\uc559\ud654(\uc5e3\uc9c0 AI)<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"41\">\uac00\uc7a5 \uc911\uc694\ud55c \ud2b8\ub80c\ub4dc \uc911 \ud558\ub098\ub294 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uac1c\ubc1c\uc740 \ucef4\ud4e8\ud305 \ud30c\uc6cc\ub97c \uc911\uc559 \uc9d1\uc911\uc2dd \ub370\uc774\ud130 \uc13c\ud130\uc5d0\uc11c <b>Edge<\/b>.<\/h3><ul data-path-to-node=\"42\"><li><h3 data-path-to-node=\"42,0,0\"><b>NPU \uc6b0\uc704:<\/b><\/h3><h3>\ub300\ub7c9 \ucc44\ud0dd <b>NPU<\/b> \ubaa8\ubc14\uc77c \ub514\ubc14\uc774\uc2a4, \ub4dc\ub860, \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9\uc5d0\uc11c \ucd5c\uc18c\ud55c\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc73c\ub85c \uc2e4\uc2dc\uac04 \ucd08\uace0\uc18d AI \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 <b>vital<\/b> \uae30\ub2a5\uc740 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \uad6d\ubc29 \ubc0f \uc0b0\uc5c5 \ubd80\ubb38\uc5d0 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"42,1,0\"><b>\ud074\ub77c\uc6b0\ub4dc - \uc5d0\uc9c0 \uc2dc\ub108\uc9c0:<\/b><\/h3><h3>\ub300\ud615 \ubaa8\ub378\uc740 \uc5ec\uc804\ud788 \ub300\uaddc\ubaa8 <b>GPU\/TPU<\/b> \ud074\ub7ec\uc2a4\ud130\ub97c \uc0ac\uc6a9\ud558\uc9c0\ub9cc \ucd94\ub860 \ubc0f \uc2e4\uc2dc\uac04 <b>\ucd5c\uc801\ud654<\/b> \uc5d0 \uc758\ud574 \ub85c\uceec\uc5d0\uc11c \uc218\ud589\ub429\ub2c8\ub2e4. <b>NPU<\/b>. \uadf8 \uacb0\uacfc <b>\uc804\uc5d0 \uc5c6\ub358<\/b> \ud6a8\uc728\uc131.<\/h3><\/li><\/ul><h3 data-path-to-node=\"43\">\u00a0<\/h3><h3>B. \uaddc\ubc94\uc744 \ub458\ub7ec\uc2fc \uae00\ub85c\ubc8c \uacbd\uc7c1 \ubc0f <a href=\"https:\/\/sagroups.ieee.org\/ai-sc\/standards\/\">\ud45c\uc900<\/a><\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"44\">An <b>\uc62c\uc544\uc6c3<\/b> \uae00\ub85c\ubc8c \uacbd\uc7c1\uc774 \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ud45c\uc900\uc744 \ub9cc\ub4e4\ub824\uace0 \ud569\ub2c8\ub2e4. \uae30\uc220 \uac15\ub300\uad6d\ub4e4\uc740 \ub3c5\uc810 \uae30\uc220(\uc608 <b>NVLINK<\/b> \ud504\ub85c\ud1a0\ucf5c\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4, <b>HBM<\/b> \uc0c1\ud638 \uc791\uc6a9 \ud45c\uc900)\uc744 \uae00\ub85c\ubc8c \uaddc\ubc94\uc758 \uae30\ucd08\ub85c \uc0bc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><ul data-path-to-node=\"45\"><li><h3 data-path-to-node=\"45,0,0\"><b>\uc2dc\uc7a5 \uaddc\uc81c \uc6b0\uc704:<\/b><\/h3><h3>\ud45c\uc900\uc744 \uc124\uc815\ud558\ub294 \uc0ac\ub78c(\uc608 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> AI \ud6c8\ub828 \ucd5c\uc801\ud654)\ub294 \uc7a5\uae30\uc801\uc73c\ub85c <b>\uc9c0\uc815\ud559\uc801 \uc601\ud5a5<\/b> \uadf8\ub9ac\uace0 <b>\uc2dc\uc7a5 \uc9c0\ubc30\ub825<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"45,1,0\"><b>\uc624\ud508 \uc18c\uc2a4 \ud558\ub4dc\uc6e8\uc5b4:<br \/><\/b><br \/>\u00a0RISC-V \uc544\ud0a4\ud14d\ucc98(\ub2e4\uc74c\uc5d0\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc138\uc11c \uc544\ud0a4\ud14d\ucc98)\uc758 \ud655\uc0b0\uc73c\ub85c \uc778\ud574 <b>ASIC\/NPU<\/b> \uac1c\ubc1c)\ub294 \ud3d0\uc1c4\ud615 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \ub300\uc704\ubc95\uc744 \ub9cc\ub4e4\uc5b4 \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <b>\uc911\uc694<\/b> \uc18c\uaddc\ubaa8 \uad6d\uac00\uc640 \uae30\uc5c5\uc5d0\uac8c \uc790\uc720\ub97c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uac1c\ubc1c.<\/h3><\/li><\/ul><hr data-path-to-node=\"46\" \/><h3 data-path-to-node=\"47\">\u00a0<\/h3><h2>5. \uc0b0\uc5c5 \ubc0f \ub178\ub3d9 \uc2dc\uc7a5 \uc601\ud5a5 - 5.<br \/>\u00a0\uc0dd\uc0b0 \ud601\uba85\uc73c\ub85c\uc11c\uc758 AI + \ud558\ub4dc\uc6e8\uc5b4\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"48\">AI\uc640 \uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ub294 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> new <b>\uc0b0\uc5c5 \ud601\uba85<\/b>.<\/h3><h3 data-path-to-node=\"49\">\u00a0<\/h3><h3>\uc790\ub3d9\ud654 \ubc0f \uc0c8\ub85c\uc6b4 \uc5ed\ud560<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"50\">\uadf8\ub9ac\uace0 <b>\ub3cc\ud30c\uad6c<\/b> \uc758 \ud798 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\ud2b9\ud788 <b>GPU<\/b> \uadf8\ub9ac\uace0 <b>ASIC<\/b>)\ub294 \ubcd1\ub82c\ud654\uac00 \uac00\ub2a5\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uac00\uc7a5 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4:<\/h3><ul data-path-to-node=\"51\"><li><h3 data-path-to-node=\"51,0,0\"><b>\uc7ac\ubb34 \ubc0f \uc2dc\uc7a5 \uc2dc\ubbac\ub808\uc774\uc158:<\/b> <br \/><b><br \/>GPU\/TPU<\/b> \ub294 \uace0\ube48\ub3c4 \uac70\ub798(HFT) \ubc0f \ub9ac\uc2a4\ud06c \ubaa8\ub378\ub9c1\uc744 \uac00\uc18d\ud654\ud558\uc5ec \ub2e4\uc74c\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. <b>\uace0\uc720<\/b> \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"51,1,0\"><b>\uc57d\ubb3c \uc124\uacc4:<\/b><\/h3><h3>\ubd84\uc790 <b>\uc2dc\ubbac\ub808\uc774\uc158<\/b> \uc5d0\uc11c \uc2e4\ud589\ub418\ub294 AI \uc9c4\ub2e8 <b>GPU\/HBM<\/b> \ud074\ub7ec\uc2a4\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4. <b>vital<\/b> \ud68d\uae30\uc801\uc778 <b>\uae30\ub150\ube44\uc801<\/b> \uacf5\uc911 \ubcf4\uac74\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5.<\/h3><\/li><\/ul><h3 data-path-to-node=\"52\"><b>\uc0c8\ub86d\uace0 \uc911\uc694\ud55c \uc5ed\ud560:<br \/><\/b><br \/>\u00a0\uc774\ub7ec\ud55c \uae30\uc220\uc801 <b>\uc911\ub2e8<\/b>\uc0c8\ub85c\uc6b4 \uace0\ubd80\uac00\uac00\uce58 \uc9c1\ucc45\uc774 \ub4f1\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/h3><ul data-path-to-node=\"53\"><li><h3 data-path-to-node=\"53,0,0\"><b>\ud558\ub4dc\uc6e8\uc5b4\/\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\ub3d9 \uc124\uacc4 \uc5d4\uc9c0\ub2c8\uc5b4:<br \/><\/b><br \/>\ud0c0\uac9f\uc5d0 \ub9de\uac8c \uc9c1\uc811 \uc54c\uace0\ub9ac\uc998\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uc804\ubb38\uac00 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (<b>ASIC, NPU, TPU<\/b>). \uc774 \uae30\ub2a5\uc740 <b>\uadc0\uc911\ud55c<\/b> \uc804\ub7b5\uc801 \uc774\uc810.<\/h3><\/li><li><h3 data-path-to-node=\"53,1,0\"><b>\ub370\uc774\ud130 \uc13c\ud130 \uc544\ud0a4\ud14d\ud2b8:<\/b><\/h3><h3>\ud6a8\uc728\uc801\uc778 \uc6b4\uc601\uc744 \ub2f4\ub2f9\ud558\ub294 \uc804\ubb38\uac00 <b>GPU<\/b> \ud074\ub7ec\uc2a4\ud130\ub97c \ud1b5\ud574 \uc0c1\ud638 \uc5f0\uacb0\ub41c <b>NVLINK<\/b>\ubfd0\ub9cc \uc544\ub2c8\ub77c <b>HBM<\/b> \uba54\ubaa8\ub9ac \uc2dc\uc2a4\ud15c.<\/h3><\/li><\/ul><h3 data-path-to-node=\"54\">\u00a0<\/h3><h3>\uc778\ub825 \ubd80\uc871\uacfc \uc804\ub7b5\uc801 \uad50\uc721<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"55\">\uac1c\ubc1c\uc758 \uac00\uc7a5 \ud070 \uc7a5\uc560\ubb3c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uae30\ubc18 AI \uae30\ub2a5\uc740 <b>\uc911\uc694<\/b> <b>\ub178\ub3d9\ub825 \ubd80\uc871<\/b>. <b>\uc989\uc2dc<\/b> \uc7a5\uae30\uc801\uc778 \uad50\uc721 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4:<\/h3><ul data-path-to-node=\"56\"><li><h3 data-path-to-node=\"56,0,0\"><b>\uc804\ub7b5\uc801 \uad50\uc721:<\/b> <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\ud2b9\uc815 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1(\ubc18\ub3c4\uccb4, <b>ASIC<\/b> \ub514\uc790\uc778, <b>NPU<\/b> \uac1c\ubc1c) \ubc0f \ub370\uc774\ud130 \uacfc\ud559\uc790 \uad50\uc721\uc740 \uad6d\uac00 \ucc28\uc6d0\uc758 <b>\uc804\ub7b5\uc801 \ud544\uc218 \uc694\uc18c<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"57\" \/><h3 data-path-to-node=\"58\">\u00a0<\/h3><h2>6. \uc724\ub9ac\uc801, \ubc95\uc801, \uc0ac\ud68c\uc801 \uce21\uba74 - 6. <br \/>AI + \ud558\ub4dc\uc6e8\uc5b4 \uaddc\uc81c\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"59\">\uc804\ubb38\ud654\ub41c AI \uae30\ub2a5\uc73c\ub85c \uc99d\ud3ed\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> make <b>\uc724\ub9ac\uc801, \ubc95\uc801, \uc0ac\ud68c\uc801<\/b> \uaddc\uc815 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \uae34\uae09.<\/h3><h3 data-path-to-node=\"60\">\u00a0<\/h3><h3>\ubbfc\uac04\uc6a9 \ub300 \uad70\uc0ac\uc6a9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158: \uc774\uc911 \uc6a9\ub3c4 \ub51c\ub808\ub9c8<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"61\"><b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\ud2b9\ud788 <b>TPU\/ASIC<\/b> \uc2dc\uc2a4\ud15c)\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\uce58\uba85\uc801<\/b> \uad70\uc6a9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158. \uc774 <b>\uc774\uc911 \uc0ac\uc6a9<\/b> \uae30\uc220\uc801 \ub51c\ub808\ub9c8\ub294 \uae00\ub85c\ubc8c \uaddc\uc81c\uc5d0 **\uc911\uc694\ud55c** \uae34\uc7a5\uc744 \uc870\uc131\ud569\ub2c8\ub2e4.<\/h3><ul data-path-to-node=\"62\"><li><h3 data-path-to-node=\"62,0,0\"><b>\uc989\uac01\uc801\uc778 \uc704\ud5d8:<\/b><\/h3><h3>\uc131\ub2a5 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ub97c \ud65c\uc131\ud654\ud558\uba74 <b>\uc9c0\uc218<\/b> \ud655\uc0b0 <b>\ud5c8\uc704 \uc815\ubcf4<\/b> \uc0ac\uc774\ubc84 \uacf5\uaca9\uc758 \uc2e0\uc18d\ud558\uace0 \ud45c\uc801\ud654\ub41c \uc2e4\ud589.<br \/>\uc758\uc0ac \uacb0\uc815\uad8c\uc790\ub294 \uc774\ub7ec\ud55c \uae30\uc220\uc758 \uc218\ucd9c \ubc0f \uad6d\ub0b4 \uc0ac\uc6a9\uc744 \ub2e4\uc74c\uacfc \uac19\uc740 \uad00\uc810\uc5d0\uc11c \uac80\ud1a0\ud574\uc57c \ud569\ub2c8\ub2e4. <b>vital<\/b> \uad6d\uac00 \uc548\ubcf4 \uad00\uc810.<\/h3><\/li><\/ul><h3 data-path-to-node=\"63\">\u00a0<\/h3><h3>\uaddc\uc81c \uae30\uad00\uacfc \uc724\ub9ac\uc801 \ucc28\uc774\uc810<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"64\"><li><h3 data-path-to-node=\"64,1,0\"><b>\uc911\uad6d:<\/b><\/h3><h3>\uae30\uc220\uc801\uc778 \uce21\uba74\uc5d0 \uc9d1\uc911 <b>\uc911\uc559 \uc9d1\uc911\uc2dd<\/b> \uc0c1\ud0dc <b>\uc81c\uc5b4<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"64,1,0\"><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\uc11c\ubd80(EU\/\ubbf8\uad6d):\u00a0<br \/><\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\"><br \/>\uc5d0 \uc9d1\uc911\ud558\uc138\uc694.<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\uc778\uac04 \uc911\uc2ec<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\uc811\uadfc \ubc29\uc2dd, \ud22c\uba85\uc131,<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\ub370\uc774\ud130 \ubcf4\ud638<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\ubc0f<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\ucc28\ubcc4 \uae08\uc9c0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">. EU AI \ubc95\uc740<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\uae30\ubcf8<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\ub300\uae30\uc5c5\uc744 \uc704\ud55c \ubc95\uc801 \ud504\ub808\uc784\uc6cc\ud06c<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">GPU<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">-\uae30\ubc18 AI \uc2dc\uc2a4\ud15c.<\/span><\/h3><\/li><\/ul><h3>\uc0ac\ud68c \uacb0\uc18d\uacfc \uc704\ud611<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"66\">\ucd08\uace0\uc18d AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\ub294 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc7a0\uc7ac\uc801 \uc99d\uac00 <b>\uc0ac\ud68c\uc801 \ubd88\ud3c9\ub4f1<\/b>\uae30\uc220\uc801 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\ub294 \uac83\uc774 \uc18c\uc218\uc758 \uc5d8\ub9ac\ud2b8\uc5d0\uac8c \uc9d1\uc911\ub418\uc5b4 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/h3><h3>\ud558\ub4dc\uc6e8\uc5b4 \uae30\ubc18 AI \uac10\uc2dc \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc74c\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\ub180\ub77c\uc6b4<\/b> \uc18d\ub3c4, \ud3ec\uc988 <b>\uc911\uc694<\/b> \uc704\ud611 <b>\ubbfc\uc8fc\uc801 \ud504\ub85c\uc138\uc2a4<\/b> \uadf8\ub9ac\uace0 \uc2dc\ubbfc\uc758 \uc790\uc720. <b>\uc704\ud5d8 \uad00\ub9ac<\/b> \uc0ac\ud68c\uc801 \uc2e0\ub8b0\uc640 \uad00\ub828\ud558\uc5ec <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b>.<\/h3><hr data-path-to-node=\"67\" \/><h3 data-path-to-node=\"68\">\u00a0<\/h3><h2>7. \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\uc640 \uc218\uc775 - \ud22c\uc790 \ub3c4\uad6c\ub85c\uc11c\uc758 AI + \ud558\ub4dc\uc6e8\uc5b4\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"69\">\uc804\ubb38 \ubd84\uc57c\uc5d0 \ub300\ud55c \ud22c\uc790 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc758 \uc6d0\ucc9c\uc778 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 <b>\uadc0\uc911\ud55c<\/b> \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\uc640 <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \ud22c\uc790 \uc218\uc775\ub960(ROI).<\/h3><h3 data-path-to-node=\"70\">\u00a0<\/h3><h3>ROI \uadf9\ub300\ud654<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"71\"><b>\uc989\uc2dc \ubc18\ud488\uc758 \uad6c\uccb4\uc801\uc778 \uc608\uc2dc:<\/b><\/h3><ol start=\"1\" data-path-to-node=\"72\"><li><h3 data-path-to-node=\"72,0,0\"><b>\uc2e0\uc57d \uac1c\ubc1c:<\/b> \ub2e4\uc74c\uc5d0\uc11c \uc2e4\ud589\ub418\ub294 AI \uc2dc\ubbac\ub808\uc774\uc158 <b>GPU\/HBM<\/b> \ud074\ub7ec\uc2a4\ud130\ub294 \uc57d\ubb3c \uc784\uc0c1\uc2dc\ud5d8\uc758 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \ucd5c\ub300 80%\uae4c\uc9c0 \ud68d\uae30\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uace7 <b>\uc989\uc2dc<\/b> \uc2dc\uc7a5 \uc6b0\uc704\uc640 \uc218\uc2ed\uc5b5 \ub2ec\ub7ec\uc758 \ub9e4\ucd9c\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"72,1,0\"><b>\ub9de\ucda4\ud615 ASIC \uac1c\ubc1c:<\/b> \ub3c5\uc810\uc801\uc778 \ud0c0\uac9f\ud305 \uc124\uacc4 <b>ASIC<\/b> (AI\uc758 \ub3c4\uc6c0\uc73c\ub85c)\ub294 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <b>\uc9c0\uc218<\/b> \uacbd\uc7c1\uc0ac\ubcf4\ub2e4 \ud6a8\uc728\uc131\uc774 \ud5a5\uc0c1\ub418\uc5b4 <b>\uba48\ucd9c \uc218 \uc5c6\ub294<\/b> \uae30\uc220 <b>\uc9c0\ubc30\ub825<\/b>.<\/h3><\/li><\/ol><h3 data-path-to-node=\"73\">\u00a0<\/h3><h3>\ud601\uc2e0 \uc6b0\uc704 \ubc0f \uacbd\uc7c1\ub825<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"74\">AI + <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc5bc\ub77c\uc774\uc5b8\uc2a4\ub294 <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \ud601\uc2e0 \uc18d\ub3c4\uc640 <b>\uc804\ub7b5\uc801 \uc774\uc810<\/b>. <b>GPU\/TPU<\/b> \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \ub2e4\uc74c\uc744 \uad50\uc721\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\uc804\uc5d0 \uc5c6\ub358<\/b> \uc2a4\ucf00\uc77c \ubaa8\ub378 \ubc0f \uc2e4\ud604 <b>vital<\/b> <b>\ub3cc\ud30c\uad6c<\/b> \uacbd\uc7c1\uc0ac\uac00 \ub530\ub77c\uc7a1\uc744 \uc218 \uc5c6\ub294 \uc5f0\uad6c\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\ub294 AI \ubaa8\ub378\uc744 6\uac1c\uc6d4 \uba3c\uc800 \ub3c4\uc785\ud560 \uc218 \uc788\ub294 \uae30\uc5c5 <b>\ubb34\uc790\ube44\ud558\uac8c<\/b> \ub294 <b>\uc2dc\uc7a5 \uc9c0\ubc30\ub825<\/b>.<\/h3><h3 data-path-to-node=\"75\">\u00a0<\/h3><h3>\uc704\ud5d8 \uad00\ub9ac<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"76\">\ub2e4\uc74c\uacfc \uad00\ub828\ub41c \ube44\uc988\ub2c8\uc2a4 \uc704\ud5d8\uc758 \uc804\ub7b5\uc801 \uc804\ud658 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>GPU<\/b>-\uae30\ubc18 <b>\uc2dc\ubbac\ub808\uc774\uc158<\/b> \uc608\uce21 AI \ub3c4\uad6c\ub294 \ub2e4\uc74c\uc744 \ud1b5\ud574 \uc704\ud5d8\uc744 \uc608\uce21\ud558\uace0 \ubb34\ub825\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\ub180\ub77c\uc6b4<\/b> \uc815\ud655\ub3c4. \uc774 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \uc120\uacac\uc9c0\uba85\uc740 <b>\uc911\uc694<\/b> \uc131\uacf5\uc758 \uc5f4\uc1e0.<\/h3><hr data-path-to-node=\"77\" \/><h3 data-path-to-node=\"78\">\u00a0<\/h3><h2>8. \uc608\uce21 \ubc0f \uc2dc\ub098\ub9ac\uc624 2050\ub144 \ubc0f 2100\ub144\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"79\">\uc804\ubb38\ud654\uc758 \uc9c4\ud654 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5\uc740 <b>\uae30\ub150\ube44\uc801<\/b> \uc9c0\uc815\ud559\uc801, \ubb38\uba85\uc801 \ubbf8\ub798\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc138\uc694.<\/h3><h3 data-path-to-node=\"80\">\u00a0<\/h3><h3>\ubbf8\ub798 \uc138\uacc4 \ubaa8\ub378: 2050\ub144<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"81\">\ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc720\ub85c \uc9c0\uc815\ud559\uc801 \uad8c\ub825 \uc774\ub3d9\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uc2dc\ub098\ub9ac\uc624\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\ud5a5\uc0c1\ub41c AI:<\/h3><ol start=\"1\" data-path-to-node=\"82\"><li><h3 data-path-to-node=\"82,0,0\"><b>\uae30\uc220 \uc591\uadf9\ud654 \uc138\uacc4(\uac00\ub2a5\uc131\uc774 \ub192\uc74c):<\/b><\/h3><h3>\ub450 \uac1c\uc758 \uacbd\uc7c1\ud558\ub294 \ud3d0\uc1c4\ud615 AI\/<b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc0dd\ud0dc\uacc4(\ubbf8\uad6d\/\uc11c\ubd80 \ub300 \uc911\uad6d\/\ub3d9\ub9f9)\uac00 \ub4f1\uc7a5\ud569\ub2c8\ub2e4. \uc774 <b>\ubb34\uc790\ube44\ud55c<\/b> \uacbd\uc7c1 \ub4dc\ub77c\uc774\ube0c <b>\uc9c0\uc218<\/b> \uae30\uc220 \ubc1c\uc804\uc740 \uc9c0\uc18d\uc801\uc774\uc9c0\ub9cc <b>\uc804\ub7b5\uc801 \uae34\uc7a5<\/b>. <b>GPU\/ASIC<\/b> \uc9c0\ubc30\ub825\uc774 \uc8fc\uc694 \uc804\uc7a5\uc785\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"82,1,0\"><b>\ub2e4\uadf9 \uae30\uc220 \uc0dd\ud0dc\uacc4:<\/b><\/h3><h3>\uc5ec\ub7ec \uc9c0\uc5ed AI\/<b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc804\ub825 \uc13c\ud130(EU, \uc778\ub3c4, \uc77c\ubcf8\/\ud55c\uad6d, \ubbf8\uad6d, \uc911\uad6d)\uac00 \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc0c1\ud638 \uc758\uc874\uc801\uc73c\ub85c <b>\uc911\uc694<\/b> \ucef4\ud3ec\ub10c\ud2b8(\uc608 <b>HBM<\/b>).<\/h3><\/li><\/ol><h3 data-path-to-node=\"83\">\u00a0<\/h3><h3>\uc758\uc0ac \uacb0\uc815 \uc8fc\uccb4\ub85c\uc11c\uc758 AI<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"84\"><b>2050-2100:<\/b><\/h3><h3>\ucc28\uc138\ub300 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\uc608: \uc591\uc790 \ucd5c\uc801\ud654 \uce69)\uc758 \ucd9c\ud604\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. <b>\ucd08\uc9c0\ub2a5<\/b> AI \uc2dc\uc2a4\ud15c. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 <b>vital<\/b> \uc815\uce58\uc801, \uad70\uc0ac\uc801, \uacbd\uc81c\uc801 \uacb0\uc815\uc758 \uc77c\ubd80\uc785\ub2c8\ub2e4. \ubb38\ud131\uc5d0\uc11c <b>\ud3ec\uc2a4\ud2b8\ud734\uba3c<\/b> \uc2dc\ub300 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \ubb38\uc81c\ub294 \uc778\uac04\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. <b>\uc81c\uc5b4<\/b> AI \uac00\uc18d\ud654\uc5d0 \ub300\ud574 \uace0\ubbfc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3>\"\ud3ec\uc2a4\ud2b8\ud734\uba3c\" \uc2dc\ub300\uc758 \ubb38\ud131\uc5d0\uc11c<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"86\">\uadf8\ub9ac\uace0 <b>\uae30\ub150\ube44\uc801<\/b> \uc758 \uc601\ud5a5 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc778\uacf5\uc9c0\ub2a5\uc774 \uc778\uac04 \uc0ac\ud68c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \uacbd\uc81c\uc801 \uc218\uc775\ubcf4\ub2e4 \ud6e8\uc52c \ud07d\ub2c8\ub2e4. \uc2e0\uacbd \uc778\ud130\ud398\uc774\uc2a4(<b>NPU<\/b>-\uae30\ubc18 BCI - \ub1cc-\ucef4\ud4e8\ud130 \uc778\ud130\ud398\uc774\uc2a4) <b>\ud601\uc2e0<\/b> \ucee4\ubba4\ub2c8\ucf00\uc774\uc158. The <b>\uc911\uc694<\/b> \ubb38\uc81c\ub294 \uc774 \uae30\uc220\uc801 <b>\ub3cc\ud30c\uad6c<\/b> \ubb38\uba85\uc744 \ud1b5\ud569\ud558\uac70\ub098 \ubd84\uc5f4\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><hr data-path-to-node=\"87\" \/><h3 data-path-to-node=\"88\">\u00a0<\/h3><h2>9. \ub9ac\ub354\uc2ed \uac00\uc774\ub4dc - 9. <br \/>5\ub2e8\uacc4 AI + \ud558\ub4dc\uc6e8\uc5b4 \uc804\ub7b5 \uc2e4\ud589 \uacc4\ud68d\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"89\">\uae00\ub85c\ubc8c \uacbd\uc7c1\uc5d0\uc11c \uc0b4\uc544\ub0a8\uae30 \uc704\ud574 \ub9ac\ub354\ub294 \ub2e4\uc74c\uc744 \uae30\ubc18\uc73c\ub85c \ud589\ub3d9\ud574\uc57c \ud569\ub2c8\ub2e4. <b>\uc989\uc2dc<\/b> \uadf8\ub9ac\uace0 <b>\uc804\ub7b5\uc801 \ud544\uc218 \uc694\uc18c<\/b>. \uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5\uc740 <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \uba85\ub839\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/h3><h3 data-path-to-node=\"90\">\u00a0<\/h3><h3>1. \uc0c1\ud669 \ud3c9\uac00 \ubc0f \uc5ed\ub7c9 \uac1c\ubc1c<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"91\"><li><h3 data-path-to-node=\"91,0,0\"><b>\uc989\uc2dc \uac10\uc0ac:<\/b><\/h3><h3>\uc218\ud589 <b>\uc911\uc694<\/b> <b>\uae30\uc5c5 \uc561\uc140\ub7ec\ub808\uc774\ud130 AI \uac10\uc0ac<\/b> \uae30\uc874 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uae30\ubc18 AI \uae30\ub2a5(<b>GPU<\/b> \ud074\ub7ec\uc2a4\ud130, <b>NPU<\/b> \ud65c\uc6a9\ub3c4).<\/h3><\/li><li><h3 data-path-to-node=\"91,1,0\"><b>\ub300\uc0c1\ubcc4 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8:<br \/><\/b><br \/>\u00a0\uc2dc\uc791 <b>\uc804\ub7b5\uc801<\/b> \uad50\uc721 \ud504\ub85c\uadf8\ub7a8 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \ucd5c\uc801\ud654 (<b>ASIC, TPU<\/b> \ud504\ub85c\uadf8\ub798\ubc0d). <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\ud2b9\uc815 \uc9c0\uc2dd\uc740 <b>\uadc0\uc911\ud55c<\/b> \ub9ac\uc18c\uc2a4\uc785\ub2c8\ub2e4.<\/h3><\/li><\/ul><h3 data-path-to-node=\"92\">\u00a0<\/h3><h3>2. \uc804\ub7b5\uc801 \ud30c\ud2b8\ub108\uc2ed \uad6c\ucd95<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"93\"><li><h3 data-path-to-node=\"93,0,0\"><b>\uc8fc\uc694 \ud611\uc5c5:<br \/><\/b><br \/>\u00a0\uc124\uc815 <b>vital<\/b> \ud30c\ud2b8\ub108\uc2ed <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc81c\uc870\uc5c5\uccb4 (<b>GPU, HBM<\/b>), \ub514\uc790\uc778 \ud68c\uc0ac(<b>ASIC, NPU<\/b>) \ubc0f \uc720\uc218\uc758 \uc5f0\uad6c \uae30\uad00\uacfc \ud611\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><\/li><li><h3 data-path-to-node=\"93,1,0\"><b>\uc678\ubd80 \uc804\ubb38\uc131:<\/b><\/h3><h3>\ucc38\uc5ec <b>\uace0\ub3c4\ub85c \uc219\ub828\ub41c<\/b> \uc804\ubb38\uac00(\uc608: aronazarar.com)\uc758 \ub3c4\uc6c0\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\ud0c0\uc758 \ucd94\uc885\uc744 \ubd88\ud5c8\ud558\ub294<\/b> \uc758 \uc18d\ub3c4 \ud1b5\ud569 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uae30\ubc18 \uc194\ub8e8\uc158\uacfc <b>NVLINK<\/b> \ub124\ud2b8\uc6cc\ud06c.<\/h3><\/li><\/ul><h3 data-path-to-node=\"94\">\u00a0<\/h3><h3>3. \ub370\uc774\ud130 \uad00\ub9ac \ubc0f \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c \ub9cc\ub4e4\uae30<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"95\"><li><h3 data-path-to-node=\"95,0,0\"><b>\uc724\ub9ac\uc801\uc774\uace0 \uc548\uc804\ud55c \ub370\uc774\ud130 \uc804\ub7b5:<\/b><\/h3><h3>\uac1c\ubc1c <b>\ubbf8\ub798 \ub300\ube44<\/b> \uc5d0 \uc758\ud574 \uc9c0\uc6d0\ub418\ub294 \uac70\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc724\ub9ac\uc801\uc73c\ub85c \uac74\uc804\ud55c \ub370\uc774\ud130 \uc804\ub7b5\uc744 \uc218\ub9bd\ud569\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"95,1,0\"><b>\ub0b4\ubd80 \uac00\uc774\ub4dc\ub77c\uc778:<\/b><\/h3><h3>\uc5d0 \ub300\ud55c \ub0b4\ubd80 \uc9c0\uce68\uc744 \ub9c8\ub828\ud569\ub2c8\ub2e4. <b>\uc81c\uc5b4<\/b> \uc758 \ucd94\uc801 \uac00\ub2a5\uc131\uc744 \ud3ec\ud568\ud55c AI \uc2dc\uc2a4\ud15c\uc758 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/h3><\/li><\/ul><h3 data-path-to-node=\"96\">\u00a0<\/h3><h3>4. \ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc778\ud050\ubca0\uc774\uc158<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"97\"><li><h3 data-path-to-node=\"97,0,0\"><b>\ube60\ub974\uac8c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc18c\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8:<br \/><\/b><br \/>\u00a0\uc2dc\uc791 <b>\ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8<\/b> \ub2e4\uc74c\uacfc \uac19\uc740 \uc601\uc5ed\uc5d0\uc11c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uae30\ubc18 AI\uc758 \uc57d\uc18d <b>\uc989\uc2dc<\/b> \uadf8\ub9ac\uace0 <b>\uce21\uc815 \uac00\ub2a5<\/b> ROI(\uc608 <b>ASIC<\/b>-\uae30\ubc18 \ucd5c\uc801\ud654). \ube60\ub978 \uc131\uacf5\uc740 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <b>\uba48\ucd9c \uc218 \uc5c6\ub294<\/b> \ubaa8\uba58\ud140.<\/h3><\/li><li><h3 data-path-to-node=\"97,1,0\"><b>\uc778\ud050\ubca0\uc774\uc158 \ubc0f \uc0ac\ub0b4 \ubca4\ucc98:<\/b><\/h3><h3>\ud300\uc774 \ucd5c\uc2e0 \uae30\uc220\uc744 \uc2e4\ud5d8\ud560 \uc218 \uc788\ub294 \ub0b4\ubd80 \uc778\ud050\ubca0\uc774\uc158 \ud658\uacbd\uc744 \uc870\uc131\ud569\ub2c8\ub2e4. <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (\uc608 <b>NPU<\/b>) \uae30\uc220.<\/h3><\/li><\/ul><h3 data-path-to-node=\"98\">\u00a0<\/h3><h3>5. \uc9c0\uc18d\uc801\uc778 \uc801\uc751 \ubc0f \ubbf8\ub798 \ub300\ube44 \uc804\ub7b5<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"99\"><li><h3 data-path-to-node=\"99,0,0\"><b>\uc815\uae30 \uac80\ud1a0:<\/b><\/h3><h3>\uadf8\ub9ac\uace0 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc778\uacf5\uc9c0\ub2a5 \ubd84\uc57c\ub294 \ube60\ub974\uac8c \ubcc0\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <b>\uc9c0\uc218<\/b> \uc694\uae08. \uc5f0\ub840 \uac80\ud1a0 <b>\uc804\ub7b5<\/b> \ubc0f <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc870\ub2ec \uacc4\ud68d\uc740 <b>\ud544\uc218<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"99,1,0\"><b>\uc720\uc5f0\ud55c \uc801\uc751:<br \/><\/b><br \/>\u00a0\ub2e4\uc74c\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uc870\uc9c1 \ubb38\ud654 \uc870\uc131 <b>\uc9c0\uc18d\uc801\uc778 \uc801\uc751<\/b> \ubc0f <b>\uc911\uc694<\/b> \uc218\ub77d <b>\uc911\ub2e8<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"100\" \/><h3 data-path-to-node=\"101\">\u00a0<\/h3><h2>10. \uacb0\ub860 - 10.<br \/>\u00a0\ud30c\ud2b8\ub108\uc2ed \ubaa8\uc9d1, \uc804\ub7b5\uc801 \uacbd\uace0 AI + \ud558\ub4dc\uc6e8\uc5b4\u00a0<\/h2><h3 data-path-to-node=\"102\"><b>\uc9c0\uc815\ud559\uc801 \uacb0\ub860:<br \/><\/b><br \/>\u00a0\uc804\ubb38\ud654\ub41c <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc774\uc81c <b>\ud544\uc218<\/b> 21\uc138\uae30\ub97c \uc704\ud55c \uc870\uac74 <b>\uc9c0\ubc30\ub825<\/b>.<\/h3><h3>\uc774\uac83\uc740 <b>\uae30\ub150\ube44\uc801<\/b> <b>\uc804\ub7b5\uc801 \ud544\uc218 \uc694\uc18c<\/b>\ub3d9\uc2dc\uc5d0 \uacbd\uc81c\uc801, \uae30\uc220\uc801, \uadf8\ub9ac\uace0 \ub2e4\uc74c\uacfc \uad00\ub828\ub41c <b>\uad6d\uac00 \uc548\ubcf4<\/b>. \uc5d0\uc11c <b>\ubb34\uc790\ube44\ud55c<\/b> \uae00\ub85c\ubc8c \uacbd\uc7c1\uc5d0\uc11c \uc2e4\ud328\ud558\ub294 \uad6d\uac00\uc640 \uae30\uc5c5, \uae00\ub85c\ubc8c \uacbd\uc7c1\uc5d0\uc11c \uc2e4\ud328\ud558\ub294 \uad6d\uac00\uc640 \uae30\uc5c5 <b>\uacb0\uc815\uc801\uc778 \ub2e8\uacc4<\/b> \uc774\uc81c <b>\ud53c\ud560 \uc218 \uc5c6\ub294<\/b> \ub4a4\ucc98\uc9c0\ub2e4.\u00a0<\/h3><h3><b><br \/><\/b><b>\ud558\ub4dc\uc6e8\uc5b4<\/b> (GPU, NPU, TPU, ASIC, HBM, NVLINK)\uc758 \ud575\uc2ec\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <b>\ub514\uc9c0\ud138 \uc8fc\uad8c<\/b>. \uc544\uc9c1 \uc790\uccb4 \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc0dd\uc0b0\ud558\uc9c0\ub294 \uc54a\uc9c0\ub9cc \uc5b4\ub5a4 \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc120\ud0dd\ud574\uc57c \ud558\ub294\uc9c0 \uc548\ub0b4\ud574\ub4dc\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/h3><h3 data-path-to-node=\"103\"><b>\uc804\ub7b5 \ubc0f \uac1c\ubc1c \uc694\uccad:<\/b><\/h3><h3>\uae30\ud68c\uc758 \ucc3d\uc774 \ube60\ub974\uac8c \ub2eb\ud788\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uae08\uc774 \ubc14\ub85c \uacfc\uac10\ud55c \uacb0\ub2e8\uc744 \ub0b4\ub824\uc57c \ud560 \ub54c\uc785\ub2c8\ub2e4, <b>\ub3cc\ud30c\uad6c<\/b> \uc804\ub7b5 \uc218\ub9bd \ubc0f \uac1c\ubc1c <b>\uc911\uc694<\/b> <b>\ud558\ub4dc\uc6e8\uc5b4<\/b>-\uae30\ubc18 AI \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/h3><h3 data-path-to-node=\"104\"><b>\ud30c\ud2b8\ub108\uc2ed \uc81c\uc548:<\/b><\/h3><h3>\uc804\ubb38\uc131 <b>aronazarar.com<\/b> \uc81c\uacf5 <b>\ud134\ud0a4<\/b> \uc774\uc5d0 \ub300\ud55c \uc9c0\uc6d0 <b>\ubcf5\ud569<\/b> \uc9c0\uc815\ud559\uc801, \uae30\uc220\uc801 \uc804\uc7c1\ud130\uc785\ub2c8\ub2e4. \uc800\ud76c\ub294 <b>\uc989\uc2dc<\/b> <b>\uae30\uc5c5 \uc561\uc140\ub7ec\ub808\uc774\ud130 AI \uac10\uc0ac<\/b>\uace0\uc720\ud55c AI\ub97c \uc815\uc758\ud569\ub2c8\ub2e4.<b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\uace0 \uce21\uc815 \uac00\ub2a5\ud55c \uc131\uacfc\ub97c \ucc3d\ucd9c\ud569\ub2c8\ub2e4, <b>\uadc0\uc911\ud55c<\/b> \ube44\uc988\ub2c8\uc2a4 \uac00\uce58. \ubcc0\ud654\uc5d0 \ubc18\uc751\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \ubcc0\ud654\ub97c \uc8fc\ub3c4\ud558\uc138\uc694.<\/h3><h3 data-path-to-node=\"105\"><b>\ucd5c\uc885 \uc0dd\uac01:<\/b><\/h3><h3>\ubbf8\ub798\ub294 \uadf8\ub0e5 \uc8fc\uc5b4\uc9c0\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc5ec\ub7ec\ubd84\uc774 \ub9cc\ub4e4\uace0 \ub9cc\ub4e4\uc5b4\uac00\uc57c \ud569\ub2c8\ub2e4. AI\uc640 <b>\ud558\ub4dc\uc6e8\uc5b4<\/b> \uc758 \ud575\uc2ec\uc740 <b>\uac70\ubd80\ud560 \uc218 \uc5c6\ub294 \ud601\uc2e0<\/b> \uadf8\ub9ac\uace0 <b>\uba48\ucd9c \uc218 \uc5c6\ub294<\/b> \uc131\uc7a5. \uc624\ub298 \ud589\ub3d9\ud558\uc138\uc694.<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\uc6b0\ub9ac\ub294 \uae30\uc220 \uc6b0\uc704\uac00 \ub354 \uc774\uc0c1 \ub2e8\uc21c\ud55c \uacbd\uc7c1 \uc6b0\uc704\uac00 \uc544\ub2c8\ub77c \uad6d\uac00 \uc548\ubcf4\uc640 \uc9c0\uc815\ud559\uc801 \uc601\ud5a5\ub825\uc758 \uc8fc\uc694 \uae30\ubc18\uc774 \ub418\ub294 \uc2dc\ub300\uc5d0 \uc811\uc5b4\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":973,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","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":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","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":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[80],"tags":[],"class_list":["post-872","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-optimalizalas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MI and Hardware - AronAzarAr<\/title>\n<meta name=\"description\" content=\"AI Hardware Race: GPU, TPU, ASIC, HBM. 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