{"id":64352,"date":"2023-12-08T17:54:28","date_gmt":"2023-12-08T08:54:28","guid":{"rendered":"https:\/\/smilegate.ai\/?p=64352"},"modified":"2023-12-11T08:39:17","modified_gmt":"2023-12-10T23:39:17","slug":"%ea%b5%ac%ea%b8%80-%ec%a0%9c%eb%af%b8%eb%82%98%ec%9d%b4gemini-%eb%84%88-%ec%9e%bc%eb%af%bc%ec%9d%b4-%ec%95%84%eb%83%90","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2023\/12\/08\/%ea%b5%ac%ea%b8%80-%ec%a0%9c%eb%af%b8%eb%82%98%ec%9d%b4gemini-%eb%84%88-%ec%9e%bc%eb%af%bc%ec%9d%b4-%ec%95%84%eb%83%90\/","title":{"rendered":"\uad6c\uae00 \uc81c\ubbf8\ub098\uc774(Gemini)! \ub108 \uc7bc\ubbfc\uc774 \uc544\ub0d0?"},"content":{"rendered":"<p>[\uc120\ud589AI\uae30\uc220\ud300 \uae40\uc11d\uacb8]<\/p>\n\n\n\n<p>\uc624\ub298 \uc18c\uac1c\ud560 \uae30\uc220\uc740 \uad6c\uae00\uc758 \uc81c\ubbf8\ub098\uc774\uc785\ub2c8\ub2e4. \uc81c\ubbf8\ub098\uc774\ub294 \uad6c\uae00\uc5d0\uc11c LLM\uc758 \ucd5c\uace0\ub294 \ub204\uad6c\uc778\uac00, \uc5b4\ub5a4 \ubaa8\ub2ec\ub9ac\ud2f0\uae4c\uc9c0 \ucee4\ubc84\ud560 \uc218 \uc788\ub294\uac00, \uc694\uc998 \ud56b\ud55c on-device AI\uae4c\uc9c0 \ub2e4 \uba39\uc5b4\ubc84\ub9ac\uaca0\ub2e4\uace0 \ub098\uc628 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc544\ub798 \uc601\uc0c1\uc774 \uc774\ub97c \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Gemini: Google\u2019s newest and most capable AI model\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/jV1vkHv4zq8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uac04\ub2e8 \uc694\uc57d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gemini\ub294 Jax\ub97c \uc0ac\uc6a9\ud574\uc11c \ucf54\ub529, TPUs\uc5d0\uc11c \ud559\uc2b5. \ud559\uc2b5 \ub370\uc774\ud130 \uc815\ubcf4 \uc5c6\uc74c. \uc544\ud0a4\ud14d\uccd0\ub294 \ub514\ud14c\uc77c\ud558\uac8c \uacf5\uac1c\ud558\uc9c0 \uc54a\uc74c. \ub525\ub9c8\uc778\ub4dc\uc758 Flamingo(text encoder\uc640 vision encoder\ub97c \ubd84\ub9ac)\uc640 \uc720\uc0ac\ud574\ubcf4\uc784<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gemini 1.0\uc740 \ub2e4\ub978 \ud06c\uae30\uc758 \ubaa8\ub378\uc744 \uc81c\uacf5\ud55c\ub2e4.\n<ul class=\"wp-block-list\">\n<li>Gemini Ultra\n<ul class=\"wp-block-list\">\n<li>\uac00\uc7a5 \ud06c\uace0 \uace0\ub3c4\ub85c \ubcf5\uc7a1\ud55c \uacfc\uc81c\ub3c4 \ud560 \uc218 \uc788\ub294 \ubaa8\ub378<\/li>\n\n\n\n<li>GPT-4 \ubcf4\ub2e4 \ub0ab\ub2e4.<\/li>\n\n\n\n<li>\ub0b4\ub144 \ucd08 \uacf5\uac1c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Gemini Pro\n<ul class=\"wp-block-list\">\n<li>\ub113\uc740 \ubc94\uc704\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubaa8\ub378<\/li>\n\n\n\n<li>GPT-3.5\uc640 \ube44\uc2b7\ud55c \ud37c\ud3ec\uba3c\uc2a4<\/li>\n\n\n\n<li>\ud604\uc7ac BARD\uc5d0\uc11c \uc801\uc6a9\ub418\uc5b4 \uc788\uc74c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Gemini Nano\n<ul class=\"wp-block-list\">\n<li>On-device task\uc5d0 \uc801\ud569\ud55c \ud6a8\uc728\uc801\uc778 \ubaa8\ub378<\/li>\n\n\n\n<li>Nano-1 (1.8B params), Nano-2 (3.25B params)<\/li>\n\n\n\n<li>\ud53d\uc140 8 \ud504\ub85c\uc5d0 \ud0d1\uc7ac \uc608\uc815<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>32k context length<\/li>\n\n\n\n<li>vision\uacfc speech \uc774\ud574 \uc798 \ud568<\/li>\n\n\n\n<li>\ucf54\ub529 \ub2a5\ub825\n<ul class=\"wp-block-list\">\n<li>HumanEval(python coding tasks) \uc9c0\ud45c\uc5d0\uc11c GPT-4\ub97c \uc55e\uc9c8\ub800\ub2e4.(Gemini Ultra 74.4%, GPT-4 67%)<\/li>\n\n\n\n<li>Natural2Code(python code generation) \uc9c0\ud45c\uc5d0\uc11c\ub294 GPT-4\uc640\uc758 \ucc28\uc774\uac00 \uadfc\uc18c\ud568(Gemini Ultra 74.9%, GPT-4 73.9%)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\ub300\ubd80\ubd84 \ud0dc\uc2a4\ud06c\uc5d0\uc11c Gemini Ultra\ub294 GPT-4\ubcf4\ub2e4 \uc131\ub2a5\uc774 \uc6b0\uc218\ud558\uac70\ub098 \uc720\uc0ac<\/li>\n\n\n\n<li>MMLU(57\uac1c \uc8fc\uc81c\uc5d0 \ub300\ud55c multiple-choice questions) \uc5d0\uc11c\ub294 32\uac1c Uncertainty routed Chain-of-Thought \uae30\uc900\uc73c\ub85c Gemini Ultra\ub294 90.04%, GPT-4\ub294 87.29% \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90c. \ub2e4\ub9cc 5-shot \ud14c\uc2a4\ud2b8\uc5d0\uc120 Gemini Ultra\ub294 83.7%, GPT-4\ub294 86.4% \ub85c \uacb0\uacfc\uac00 \ubc14\ub00c\uc5c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"455\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-1024x455.png\" alt=\"\" class=\"wp-image-64354\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-1024x455.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-300x133.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-768x341.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-1536x683.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08-18x8.png 18w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-3.10.08.png 1696w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>GPT-4\uc640 \ub2e4\ub978 \uc810\uc740 \uc11c\ube44\uc2a4 \uce21\uba74\uc5d0\uc11c\ub294 \ub458 \ub2e4 \uba40\ud2f0 \ubaa8\ub2ec\ucc98\ub7fc \ubcf4\uc774\uc9c0\ub9cc \ubaa8\ub378 \uce21\uba74\uc5d0\uc11c GPT-4\ub294 \uc774\ubbf8\uc9c0 \uc774\ud574\ub97c \uc704\ud55c \ubaa8\ub378 \ub4f1\uc744 \ucd94\uac00\ud55c \uac83\uc774\uace0 Gemini\ub294 \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378 \ud558\ub098\ub85c \ud0dc\uc2a4\ud06c\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Gemini \ubaa8\ub378\uc740 \uc790\uc5f0\uc2a4\ub7f0 \uc774\ubbf8\uc9c0, \ucc28\ud2b8, \uc2a4\ud06c\ub9b0\uc0f7, PDF, \ub3d9\uc601\uc0c1 \ub4f1 \ub2e4\uc591\ud55c \uc624\ub514\uc624 \ubc0f \uc2dc\uac01\uc801 \uc785\ub825\uacfc \ud14d\uc2a4\ud2b8 \uc785\ub825\uc744 interleaving\ud558\uc5ec \ud14d\uc2a4\ud2b8 \ubc0f \uc774\ubbf8\uc9c0 \ucd9c\ub825\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud559\uc2b5\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ube44\ub514\uc624 \uc778\ucf54\ub529\uc740 \uae30\uc874 \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uc778 Flamingo \uad6c\uc870\ub97c \ub530\ub77c\uac04 \ub4ef \ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ub610\ud55c Universal Speech Model(USM) feature\ub85c\ubd80\ud130 16kHz\uc758 \uc74c\uc131 \uc2e0\ud638\ub97c \uc9c1\uc811\uc801\uc73c\ub85c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. -&gt; \ub2ac\uc559\uc2a4 \uc815\ubcf4\ub97c \ubaa8\ub378\uc774 \uc7a1\uc544\ub0bc \uc218 \uc788\uc74c<\/p>\n\n\n\n<p>\uc55e\uc11c \uc694\uc57d\uc5d0\uc11c \ub9d0\ud588\ub4ef\uc774 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98, \ud559\uc2b5 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574\uc11c\ub294 \uad6c\uccb4\uc801\uc73c\ub85c \ubc1d\ud788\uc9c0 \uc54a\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubaa8\ub378 \ud06c\uae30\ubcc4 \uc131\ub2a5<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"459\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-1024x459.png\" alt=\"\" class=\"wp-image-64362\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-1024x459.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-300x135.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-768x345.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-1536x689.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1-18x8.png 18w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.22-1.png 1890w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud3c9\uac00<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\ud14d\uc2a4\ud2b8<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"1004\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-1024x1004.png\" alt=\"\" class=\"wp-image-64355\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-1024x1004.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-300x294.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-768x753.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-1536x1507.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-12x12.png 12w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04-64x64.png 64w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.03.04.png 1890w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p> GPT4\uc640 \ube44\uc2b7\ud558\uac70\ub098 \ub354 \ub6f0\uc5b4\ub098\ub2e4\uace0 \ub098\uc628 \uc9c0\ud45c\ub4e4\uc774 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\uae30\uc11c \uc870\uae08 \ub17c\ub780\ub418\ub294 \uac83\uc774 \uc788\uc2b5\ub2c8\ub2e4. MMLU \ud56d\ubaa9\uc5d0 \uc0ac\uc6a9\ud55c \ud3c9\uac00 \ubc29\ubc95\uc778\ub370\uc694.<\/p>\n\n\n\n<p>uncertainty routed Chain-of-Thought \uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>CoT\ub294 \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc5d0 \ud55c \ubc88\uc5d0 \ub300\ub2f5\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc9c8\ubb38\uc744 \ubd84\ud574\ud558\uc5ec \ud558\ub098\uc529 \ud574\uacb0\ud558\ub2e4 \ubcf4\uba74 \uc6d0\ud558\ub294 \uc815\ub2f5\uc5d0 \ub354 \uc798 \ub300\ub2f5\ud560 \uc218 \uc788\ub2e4\ub294 \uac1c\ub150\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"509\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image-1024x509.png\" alt=\"\" class=\"wp-image-64358\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image-1024x509.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image-300x149.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image-768x382.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image-18x9.png 18w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/image.png 1086w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Example of Chain-of-Thought <\/figcaption><\/figure>\n\n\n\n<p>LLM\uc774 \ubabb\ud558\ub294 \uac83 \uc911\uc5d0 \ud558\ub098\uac00 \uc22b\uc790 \uad00\ub828 \uacc4\uc0b0\uc778\ub370\uc694. \uc774\ub97c \ud480\uc5b4\uc11c \uc911\uac04 \uacfc\uc815\uc744 \ub123\uc5b4\uc8fc\uba74 \uc815\ub2f5\uc5d0 \ub354 \uc798 \uc774\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uad6c\uae00 \uc5f0\uad6c\uc9c4\uc740 CoT\ub97c \uc0ac\uc6a9\ud558\uba74 \ubaa8\ub378\uc774 \uba85\ubc31\ud558\uac8c \uc77c\uad00\uc801\uc774\uc9c0 \uc54a\uc744 \uacbd\uc6b0\uc5d0 \ucd5c\ub300\uc6b0\ub3c4 \ubc29\uc2dd\ubcf4\ub2e4 \uc131\ub2a5\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\ub2e4\uace0 \ud569\ub2c8\ub2e4. \uc774\ub7f4 \uacbd\uc6b0\uc5d0\ub3c4 \ub300\ube44\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc774 K\uac1c\uc758 CoT \uc0d8\ud50c\uc744 \uc0dd\uc131\ud558\uace0, \uc5ed\uce58 \uc774\uc0c1\uc73c\ub85c \ucee8\ud53c\ub358\uc2a4\ub97c \ubcf4\uc774\uba74 \ub2e4\uc218\uacb0 \ud22c\ud45c\ub85c \uc0d8\ud50c \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uadf8\ub807\uc9c0 \uc54a\uc744 \uacbd\uc6b0\uc5d0 greedy sample\uc744 \uac70\ubd80\ud569\ub2c8\ub2e4. \ub610\ud55c \uc5ed\uce58\ub294 validation split\uc758 \uc131\ub2a5\uc5d0 \ub530\ub77c \uac01 \ubaa8\ub378\uc5d0 \ub9de\uac8c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>uncertainty routed Chain-of-Thought\uac00 \uc774 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"723\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54-1024x723.png\" alt=\"\" class=\"wp-image-64359\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54-1024x723.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54-300x212.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54-768x542.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54-18x12.png 18w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u110c\u1165\u11ab-10.14.54.png 1122w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>figure 7\uc774 \uc774 \ubc29\uc2dd\uc744 \ub3c4\uc785\ud55c \uac83\uacfc \uadf8\ub807\uc9c0 \uc54a\uc740 2\uac00\uc9c0 \ubc29\uc2dd\uc744 GPT-4\uc640 \ube44\uad50\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>Score Eval \uac12\uc740 greedy sampling \ubc29\uc2dd\uc73c\ub85c \ud55c \uacb0\uacfc \uac12\uc774\uace0, CoT@32\ub294 \uae30\uc874 CoT \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud55c \uac12\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<p>greedy sampling \ud55c \uac83\ubcf4\ub2e4\ub294 CoT \ubc29\uc2dd\uc774 \uc131\ub2a5\uc774 \ub354 \uc88b\uac8c \ub098\uc635\ub2c8\ub2e4. \uc5ec\uae30\uc11c \ucc28\uc774\ub294 GPT4(84.21 -&gt; 87.29)\uac00 Gemini Ultra(83.96 -&gt; 84.99)\ubcf4\ub2e4 \uc0c1\uc2b9 \uc815\ub3c4\ub3c4, \uc808\ub300\uc218\uce58\ub3c4 \uc88b\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>uncertainty routed CoT\ub97c \uc4f0\uba74 greedy sample\uacfc \ube44\uad50\ud588\uc744 \ub54c, Gemini Ultra(83.96 -&gt; 90.04)\uac00 GPT4(84.21 -&gt; 87.29)\ubcf4\ub2e4 \ud070 \ucc28\uc774\ub85c \uc131\ub2a5\uc774 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\uae30\uc11c \ub17c\ub780\uc740 \uc774 \uc0c8\ub85c\uc6b4 \ubc29\uc2dd\uc774 \uc62c\ubc14\ub978 \ud3c9\uac00 \ubc29\ubc95\uc774\ub0d0\uc785\ub2c8\ub2e4. \uc55e\uc120 \ub450\uac1c \ud3c9\uac00 \ubc29\ubc95\uc5d0\uc11c \ub5a8\uc5b4\uc9c0\ub2e4\uac00 \uac11\uc790\uae30 \uc218\uce58\uac00 \uc62c\ub77c\uac00\uc11c \ub354 \uadf8\ub7f0 \uac83 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ucd94\uac00\uc801\uc73c\ub85c GPT-4\ub294 API\ub85c\ub9cc \ud14c\uc2a4\ud2b8\ub97c \ud588\ub294\ub370 \uc5ed\uce58\ub97c \uc798 \uc124\uc815\ud560 \uc218 \uc788\uc5c8\uc744\uae4c \uad81\uae08\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uba40\ud2f0\ubaa8\ub2ec<\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Hands-on with Gemini: Interacting with multimodal AI\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/UIZAiXYceBI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\uc774 \uc601\uc0c1\uc744 \ubcf4\uba74 \ub2e4\uc591\ud55c \uc785\ub825\uc5d0 \ub300\ud574\uc11c \uc798 \ub300\ucc98\ud558\ub294 \ubaa8\uc2b5\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2f9\ud669\uc2a4\ub7ec\uc6b4 \ud0dc\uc2a4\ud06c\ub3c4 \uc788\ub294\ub370 \uc7ac\uce58\uc788\uac8c \ub300\ub2f5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\ub9cc \uc800\ub294 \uc774\uac83\uc774 \ub3d9\uc601\uc0c1 \uc785\ub825\uc778 \uc904 \uc54c\uc558\ub294\ub370 \uadf8\uac8c \uc544\ub2c8\ub77c \ucea1\uccd0 \uc774\ubbf8\uc9c0\ub97c \uc5ec\ub7ec \uc7a5 \ub123\uc5b4\uc11c \ud14c\uc2a4\ud2b8\ud55c \uacb0\uacfc\ub77c\ub294 \uc810\uc785\ub2c8\ub2e4. \uc548\ub0b4\ub97c \ud558\uae34 \ud588\uc9c0\ub9cc \uc601\uc0c1\uc774 \ubb18\ud558\uac8c \ub3d9\uc601\uc0c1 \uc785\ub825\ucc98\ub7fc \ubcf4\uc5ec\uc11c\uc694 ^^ \uc774\ubd80\ubd84\ub3c4 \ub17c\ub780\uc774 \uc788\ub294 \ubd80\uc911 \ud558\ub098\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub798\ub3c4 \uae30\ubcf8\uc801\uc73c\ub85c \ud3c9\uac00\ub3c4 GPT-4V\ub9cc\ud07c \uc798\ub098\uc635\ub2c8\ub2e4. \uc774\ubbf8\uc9c0\uac00 \uc798\ub418\uae30 \uc2dc\uc791\ud558\uba74 \uadf8\ub2e4\uc74c \ubc84\uc804\uc5d0\uc120 \uc601\uc0c1\b\ub3c4 \uc798\ud558\uaca0\uc8e0.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"760\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-1024x760.png\" alt=\"\" class=\"wp-image-64363\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-1024x760.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-300x223.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-768x570.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-1536x1140.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38-16x12.png 16w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-07-\u110b\u1169\u110c\u1165\u11ab-11.02.38.png 1844w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud14c\uc2a4\ud2b8(Gemini Pro &#8211; BARD)<\/h2>\n\n\n\n<p>\ucd5c\uadfc\uc5d0 \ub4e4\uc5b4\uc624\ub294 \uc694\uad6c\uc0ac\ud56d \uc911 \ud558\ub098\ub294 \ub9ac\ud3ec\ud2b8 \uc791\uc131\uc785\ub2c8\ub2e4. \ub9ac\ud3ec\ud2b8\ub77c\ub294 \uac83\uc774 \uc885\ud569\uc801\uc778 \ud310\ub2e8\uc744 \ub0b4\ub824\uc57c \ud558\ub294 \uac83\uc774\uae30 \ub54c\ubb38\uc5d0 \ud45c\uc640 \uae00 \ub4f1\uc744 \uc885\ud569\uc801\uc73c\ub85c \ud310\ub2e8\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc544\uc9c1\ub3c4 PDF\ub85c \ub418\uc5b4 \uc788\ub294 \ub370\uc774\ud130\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc8fc\uc2dd \ubd84\uc11d\uae00\ub4e4\uc774 PDF \ub9ac\ud3ec\ud2b8\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \ud558\ub098 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\uc2dc \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"772\" height=\"1024\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56-772x1024.png\" alt=\"\" class=\"wp-image-64364\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56-772x1024.png 772w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56-226x300.png 226w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56-768x1019.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56-9x12.png 9w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.30.56.png 1052w\" sizes=\"(max-width: 772px) 100vw, 772px\" \/><\/figure>\n\n\n\n<p>Q: \ube0c\uc774\ud2f0\ub77c\ub294 \uc8fc\uc2dd\uc5d0 \ub300\ud574 \ubd84\uc11d\ud55c \uae00\uc774\ub2e4. \ube0c\uc774\ud2f0\ub77c\ub294 \uc8fc\uc2dd\uc744 \ubd84\uc11d\ud574\uc918<\/p>\n\n\n\n<p>A: <\/p>\n\n\n\n<p><strong>\ube0c\uc774\ud2f0 \uc8fc\uc2dd \ubd84\uc11d<\/strong><\/p>\n\n\n\n<p><strong>\u5173\u4e8e\u6211\u4eec<\/strong><\/p>\n\n\n\n<p>\ube0c\uc774\ud2f0\ub294 2015\ub144 \uc124\ub9bd\ub41c \ud654\uc7a5\ud488 \uc81c\uc870 \ubc0f \ud310\ub9e4 \uae30\uc5c5\uc785\ub2c8\ub2e4. \ud648\uc1fc\ud551, \uba74\uc138\uc810, \uc628\ub77c\uc778 \ub4f1 \ub2e4\uc591\ud55c \uc720\ud1b5 \ucc44\ub110\uc744 \ud1b5\ud574 \uc0ac\uc5c5\uc744 \uc601\uc704\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud45c \uc81c\ud488\uc73c\ub85c\ub294 &#8216;VTX BTS&#8217;, &#8216;VTX CICA&#8217;, &#8216;\ub9ac\ub4e4\uc0f7&#8217; \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\uc7ac\ubb34 \uc2e4\uc801<\/strong><\/p>\n\n\n\n<p>\ube0c\uc774\ud2f0\uc758 2023\ub144 \uc2e4\uc801\uc740 \uc5f0\uacb0 \ub9e4\ucd9c 2,219\uc5b5\uc6d0, \uc601\uc5c5\uc774\uc775 360\uc5b5\uc6d0\uc73c\ub85c \uc804\ub144 \ub300\ube44 \uac01\uac01 16%, 53% \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ud654\uc7a5\ud488 \ub9e4\ucd9c\uc740 1,600\uc5b5\uc6d0\uc73c\ub85c \uc804\ub144 \ub300\ube44 20% \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ud22c\uc790 \ud3ec\uc778\ud2b8<\/strong><\/p>\n\n\n\n<p>\ube0c\uc774\ud2f0\uc758 \ud22c\uc790 \ud3ec\uc778\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc77c\ubcf8 \uc2dc\uc7a5\uc758 \uc131\uc7a5\uc138<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ube0c\uc774\ud2f0\ub294 \uc77c\ubcf8 \uc2dc\uc7a5\uc5d0\uc11c \ub192\uc740 \uc131\uc7a5\uc138\ub97c \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2022\ub144 \uc77c\ubcf8 \ub9e4\ucd9c\uc740 914\uc5b5\uc6d0\uc73c\ub85c \uc804\ub144 \ub300\ube44 10\ubc30 \uc774\uc0c1 \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc77c\ubcf8\uc758 \ud654\uc7a5\ud488 \uc2dc\uc7a5 \uc131\uc7a5\uc138\uc640 \ube0c\uc774\ud2f0\uc758 \ud604\uc9c0 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc774 \ub9de\ubb3c\ub9b0 \uacb0\uacfc\ub85c \ubd84\uc11d\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc2e0\uc81c\ud488 \ub9ac\ub4e4\uc0f7\uc758 \ud765\ud589<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ube0c\uc774\ud2f0\ub294 \uc62c\ud574 \ucd08 \ucd9c\uc2dc\ud55c \uc2e0\uc81c\ud488 &#8216;\ub9ac\ub4e4\uc0f7&#8217;\uc774 \uc77c\ubcf8\uc5d0\uc11c \ud070 \uc778\uae30\ub97c \ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9ac\ub4e4\uc0f7\uc740 \ub9c8\uc774\ud06c\ub85c \uc0ac\uc774\uc988\uc758 \uc790\uc5f0 \uc720\ub798 \uc785\uc790 \uc131\ubd84\uc744 \ud568\uc720\ud55c \ub354\ub9c8 \uc2a4\ud0a8\ucf00\uc5b4 \uc81c\ud488\uc73c\ub85c, \ud53c\ubd80 \uc7ac\uc0dd\uacfc \ud0c4\ub825 \uac1c\uc120\uc5d0 \ud6a8\uacfc\uac00 \uc788\ub294 \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ud5a5\ud6c4 \uc131\uc7a5 \uac00\ub2a5\uc131<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ube0c\uc774\ud2f0\ub294 \uc77c\ubcf8 \uc2dc\uc7a5 \uc678\uc5d0\ub3c4 \uc911\uad6d, \ub3d9\ub0a8\uc544\uc2dc\uc544 \ub4f1 \ud574\uc678 \uc2dc\uc7a5 \uc9c4\ucd9c\uc744 \ud655\ub300\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4. \ub610\ud55c, \ub9ac\uc5bc\ub9ac\ud2f0 \ubdf0\ud2f0 \ud50c\ub7ab\ud3fc \uc0ac\uc5c5 \ub4f1 \uc2e0\uc0ac\uc5c5\uc744 \ud1b5\ud574 \uc131\uc7a5\uc744 \ub3c4\ubaa8\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ud22c\uc790 \uc758\uacac<\/strong><\/p>\n\n\n\n<p>\ud558\ub098\uae08\uc735\ud22c\uc790\ub294 \ube0c\uc774\ud2f0\uc5d0 \ub300\ud574 \ub9e4\uc218 \uc758\uacac\uc744 \uc81c\uc2dc\ud558\uace0, \ubaa9\ud45c\uc8fc\uac00\ub97c 22,000\uc6d0\uc73c\ub85c \uc81c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \ud558\ub098\uae08\uc735\ud22c\uc790\ub294 \ube0c\uc774\ud2f0\uc758 \uc77c\ubcf8 \uc2dc\uc7a5 \uc131\uc7a5\uc138\uc640 \uc2e0\uc81c\ud488 \ub9ac\ub4e4\uc0f7\uc758 \ud765\ud589\uc744 \uc8fc\ubaa9\ud558\uba70, \ud5a5\ud6c4 \uc131\uc7a5 \uac00\ub2a5\uc131\uc744 \ub192\uac8c \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\uc704\ud5d8 \uc694\uc18c<\/strong><\/p>\n\n\n\n<p>\ube0c\uc774\ud2f0\uc758 \ud22c\uc790 \uc704\ud5d8 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc77c\ubcf8 \uc2dc\uc7a5\uc758 \ubd88\ud655\uc2e4\uc131<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uc77c\ubcf8\uc740 \uace0\ub839\ud654 \ubc0f \uc800\uc131\uc7a5 \ub4f1\uc73c\ub85c \ud654\uc7a5\ud488 \uc2dc\uc7a5\uc758 \uc131\uc7a5\uc138\uac00 \ub454\ud654\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc77c\ubcf8 \uc815\ubd80\uc758 \uc218\ucd9c \uaddc\uc81c \ub4f1\uc73c\ub85c \uc778\ud574 \ube0c\uc774\ud2f0\uc758 \uc77c\ubcf8 \uc0ac\uc5c5\uc774 \uc601\ud5a5\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc2e0\uc81c\ud488 \ub9ac\ub4e4\uc0f7\uc758 \uc778\uae30 \uc9c0\uc18d \uc5ec\ubd80<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ub9ac\ub4e4\uc0f7\uc740 \uc544\uc9c1 \ucd9c\uc2dc \ucd08\uae30 \ub2e8\uacc4\ub85c, \ud5a5\ud6c4 \uc778\uae30\uac00 \uc9c0\uc18d\ub420\uc9c0 \uc5ec\ubd80\ub294 \ubd88\ud655\uc2e4\ud569\ub2c8\ub2e4. \ub9ac\ub4e4\uc0f7\uc758 \uc778\uae30\uac00 \uc9c0\uc18d\ub418\uc9c0 \uc54a\uc744 \uacbd\uc6b0, \ube0c\uc774\ud2f0\uc758 \uc2e4\uc801\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\u7ed3\u8bba<\/strong><\/p>\n\n\n\n<p>\ube0c\uc774\ud2f0\ub294 \uc77c\ubcf8 \uc2dc\uc7a5 \uc131\uc7a5\uc138\uc640 \uc2e0\uc81c\ud488 \ub9ac\ub4e4\uc0f7\uc758 \ud765\ud589\uc73c\ub85c \uc778\ud574 \uc2e4\uc801 \uc131\uc7a5\uc774 \uae30\ub300\ub418\ub294 \uae30\uc5c5\uc785\ub2c8\ub2e4. \ub2e4\ub9cc, \uc77c\ubcf8 \uc2dc\uc7a5\uc758 \ubd88\ud655\uc2e4\uc131 \ubc0f \uc2e0\uc81c\ud488 \ub9ac\ub4e4\uc0f7\uc758 \uc778\uae30 \uc9c0\uc18d \uc5ec\ubd80 \ub4f1\uc740 \ud22c\uc790 \uc2dc \uc720\uc758\ud574\uc57c \ud560 \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"729\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-1024x729.png\" alt=\"\" class=\"wp-image-64365\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-1024x729.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-300x213.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-768x546.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-1536x1093.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12-18x12.png 18w, https:\/\/smilegate.ai\/wp-content\/uploads\/2023\/12\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2023-12-08-\u110b\u1169\u1112\u116e-5.51.12.png 1962w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\uc774\ubbf8\uc9c0 \uc0dd\uc131\ub3c4 \uae30\ub300\ud588\ub294\ub370 \uc800\uac74 \uac80\uc0c9 \uacb0\uacfc\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub798\ub3c4 \ub3c4\ud45c\ub97c OCR\ub85c \ucc98\ub9ac\ud558\uc5ec \uc774\ud574\ud558\uace0 \uc788\ub2e4\ub294 \uc810\uc774 \uace0\ubb34\uc801\uc774\uace0 \uc77c\ubcf8\uc758 \uacbd\uc81c \uc0c1\ud669\uae4c\uc9c0 \uace0\ub824\ud55c \uc804\ub9dd\/\uc6b0\ub824\ub294 \ub17c\ub9ac\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub9c8\ubb34\ub9ac<\/h2>\n\n\n\n<p>\uc9c0\uae08\uae4c\uc9c0 \uac04\ub2e8\ud788 \uc81c\ubbf8\ub098\uc774\uc5d0 \ub300\ud574\uc11c \uc54c\uc544\ubcf4\uc558\ub294\ub370\uc694. \ub0b4\ub144 \ucd08\uc5d0 \uc6b8\ud2b8\ub77c \ubc84\uc804\uae4c\uc9c0 \ub098\uc624\uba74 GPT-4\uc640 \ube44\uad50\ud558\uc5ec \uc5b4\ub5bb\uac8c \uc88b\uc740\uc9c0 \ubcf4\uace0 \uc2f6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>blog: <a href=\"https:\/\/blog.google\/technology\/ai\/google-gemini-ai\/#introducing-gemini\" target=\"_blank\" rel=\"noopener\">https:\/\/blog.google\/technology\/ai\/google-gemini-ai\/#introducing-gemini<\/a><\/li>\n\n\n\n<li>technical report: <a href=\"https:\/\/storage.googleapis.com\/deepmind-media\/gemini\/gemini_1_report.pdf\" target=\"_blank\" rel=\"noopener\">https:\/\/storage.googleapis.com\/deepmind-media\/gemini\/gemini_1_report.pdf<\/a><\/li>\n\n\n\n<li>https:\/\/www.ncloud-forums.com\/topic\/63\/<\/li>\n\n\n\n<li>https:\/\/dajeblog.co.kr\/gemini%ec%a0%9c%eb%af%b8%eb%82%98%ec%9d%b4-%eb%8a%a6%ea%b8%b0-%ec%a0%84%ec%97%90-%ec%95%8c%ec%95%84%eb%b3%b4%ec%84%b8%ec%9a%94feat-google-multi-modal\/<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n<div 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\uc810\uc740 \uc11c\ube44\uc2a4 \uce21\uba74\uc5d0\uc11c\ub294 \ub458 \ub2e4 \uba40\ud2f0 \ubaa8\ub2ec\ucc98\ub7fc \ubcf4\uc774\uc9c0\ub9cc \ubaa8\ub378 \uce21\uba74\uc5d0\uc11c GPT-4\ub294 \uc774\ubbf8\uc9c0 \uc774\ud574\ub97c \uc704\ud55c \ubaa8\ub378 \ub4f1\uc744 \ucd94\uac00\ud55c \uac83\uc774\uace0 Gemini\ub294&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_64352\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2023\/12\/08\/%ea%b5%ac%ea%b8%80-%ec%a0%9c%eb%af%b8%eb%82%98%ec%9d%b4gemini-%eb%84%88-%ec%9e%bc%eb%af%bc%ec%9d%b4-%ec%95%84%eb%83%90\/\"  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