{"id":271,"date":"2026-02-19T23:00:37","date_gmt":"2026-02-19T14:00:37","guid":{"rendered":"https:\/\/lifeis-picnic.com\/?p=271"},"modified":"2026-02-15T12:23:32","modified_gmt":"2026-02-15T03:23:32","slug":"ai-drug-discovery-2025-paradigm-shift","status":"publish","type":"post","link":"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/","title":{"rendered":"AI drug discovery paradigm shift: A deep dive into breaking Errum's Law in 2025"},"content":{"rendered":"<div id=\"model-response-message-contentr_d788178673dbb6f6\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color preserve-whitespaces-in-response\" dir=\"ltr\" aria-live=\"polite\" aria-busy=\"false\">\n<p data-path-to-node=\"4\">AI \uc2e0\uc57d \uac1c\ubc1c<\/p>\n<p data-path-to-node=\"4\">\uc218\uc2ed \ub144\uac04 \uc81c\uc57d \uc0b0\uc5c5\uc740 \uae30\uc774\ud55c \uc5ed\uc124\uc5d0 \uc2dc\ub2ec\ub824 \uc654\uc5b4\uc694. \uae30\uc220\uc740 \ube44\uc57d\uc801\uc73c\ub85c \ubc1c\uc804\ud588\uc9c0\ub9cc, \uc815\uc791 <b data-path-to-node=\"4\" data-index-in-node=\"50\">AI \uc2e0\uc57d \uac1c\ubc1c<\/b> \ud50c\ub7ab\ud3fc\uc774 \ubcf8\uaca9\uc801\uc73c\ub85c \ub3c4\uc785\ub418\uae30 \uc804\uae4c\uc9c0 \uc2e0\uc57d \ud558\ub098\ub97c \ub9cc\ub4dc\ub294 \ube44\uc6a9\uacfc \uc2dc\uac04\uc740 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \ub298\uc5b4\ub9cc \uac14\uc8e0. \uc774\uac83\uc774 \ubc14\ub85c \ubb34\uc5b4\uc758 \ubc95\uce59\uc744 \uac70\uafb8\ub85c \ub4a4\uc9d1\uc740 \ucc38\ud639\ud55c \ud604\uc2e4, &#8216;\uc5d0\ub8f8\uc758 \ubc95\uce59(Eroom\u2019s Law)&#8217;\uc785\ub2c8\ub2e4.<\/p>\n<p data-path-to-node=\"5\">2025\ub144 \ud604\uc7ac, \ud558\ub098\uc758 \uc2e0\uc57d\uc774 \uc5f0\uad6c\uc2e4\uc5d0\uc11c \ud658\uc790\uc758 \uce68\uc0c1\uc5d0 \ub3c4\ub2ec\ud558\uae30\uae4c\uc9c0 \ud3c9\uade0 <b data-path-to-node=\"5\" data-index-in-node=\"42\">10~15\ub144\uc758 \uc2dc\uac04\uacfc 20\uc5b5 \ub2ec\ub7ec \uc774\uc0c1<\/b>\uc758 \ub9c9\ub300\ud55c \ube44\uc6a9\uc774 \ub4e4\uc5b4\uc694. \ub354 \uc808\ub9dd\uc801\uc778 \uac83\uc740, \uc774\ub807\uac8c \ucc9c\ubb38\ud559\uc801\uc778 \uc790\uc6d0\uc744 \uc3df\uc544\ubd80\uc5b4\ub3c4 \uc784\uc0c1 \uc2dc\ud5d8\uc758 \ubb38\ud131\uc744 \ub118\uc9c0 \ubabb\ud558\uace0 \uc2e4\ud328\ud558\ub294 \ud6c4\ubcf4 \ubb3c\uc9c8\uc774 <b data-path-to-node=\"5\" data-index-in-node=\"139\">90%\uc5d0 \uc721\ubc15<\/b>\ud55c\ub2e4\ub294 \ud329\ud2b8\uc608\uc694.<\/p>\n<p data-path-to-node=\"6\">\ud558\uc9c0\ub9cc \uc6b0\ub9ac\ub294 \uc9c0\uae08 \uc774 \uac70\ub300\ud55c \ube44\ud6a8\uc728\uc758 \ubcbd\uc744 \ubb34\ub108\ub728\ub9ac\ub294 \uc5ed\uc0ac\uc801\uc778 \ubcc0\uace1\uc810\uc5d0 \uc11c \uc788\uc5b4\uc694. \uc778\uacf5\uc9c0\ub2a5\uc740 \ub354 \uc774\uc0c1 \ub2e8\uc21c\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\uac00 \uc544\ub2c8\uc5d0\uc694. \ubcf5\uc7a1\ud55c \uc0dd\ubb3c\ud559\uc744 \ud574\ub3c5\ud558\uace0, \uac00\uc0c1 \uacf5\uac04\uc5d0\uc11c \uc784\uc0c1 \uc2dc\ud5d8\uc744 \ub9ac\ud5c8\uc124\ud558\ub294 **&#8217;\ub514\uc9c0\ud138 \uac74\ucd95\uac00&#8217;**\ub85c \uc9c4\ud654\ud588\uc8e0. \uc624\ub298 \uc774 \uac70\ub300\ud55c \ud601\uc2e0\uc744 \uae4a\uc774 \uc788\uac8c \ub2e4\uc774\ube0c(Deep Dive) \ud574\ubcfc\uac8c\uc694.<\/p>\n<hr \/>\n<div style=\"background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%); padding: 40px 20px; border-radius: 16px; margin: 40px 0; font-family: sans-serif; box-shadow: 0 10px 25px -5px rgba(0, 0, 0, 0.3);\">\n<div style=\"text-align: center; margin-bottom: 40px;\">\n<p><span style=\"background: rgba(99, 102, 241, 0.2); color: #818cf8; padding: 6px 12px; border-radius: 20px; font-size: 0.85rem; font-weight: bold; letter-spacing: 1px;\">KEY TAKEAWAYS<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_55 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-6a2fb781a5c04\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" type=\"checkbox\"  id=\"item-6a2fb781a5c04\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EC%9D%B4_%EB%A7%8C%EB%93%A0_3%EB%8C%80_%EC%88%AB%EC%9E%90\" title=\"AI \uc2e0\uc57d \uac1c\ubc1c\uc774 \ub9cc\ub4e0 3\ub300 \uc22b\uc790\">AI \uc2e0\uc57d \uac1c\ubc1c\uc774 \ub9cc\ub4e0 3\ub300 \uc22b\uc790<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EB%B0%9C%EA%B5%B4_%EA%B8%B0%EA%B0%84_%EC%95%95%EC%B6%95\" title=\"\ubc1c\uad74 \uae30\uac04 \uc555\ucd95\">\ubc1c\uad74 \uae30\uac04 \uc555\ucd95<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EA%B5%AC%EC%A1%B0_%EC%98%88%EC%B8%A1_%ED%96%A5%EC%83%81\" title=\"\uad6c\uc870 \uc608\uce21 \ud5a5\uc0c1\">\uad6c\uc870 \uc608\uce21 \ud5a5\uc0c1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EA%B0%9C%EB%B0%9C_%EB%B9%84%EC%9A%A9_%EC%A0%88%EA%B0%90\" title=\"\uac1c\ubc1c \ube44\uc6a9 \uc808\uac10\">\uac1c\ubc1c \ube44\uc6a9 \uc808\uac10<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EC%A0%9C1%EC%9E%A5_%EC%83%9D%EB%AC%BC%ED%95%99%EC%A0%81_%ED%83%90%EC%A0%95_AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EA%B3%BC_%ED%83%80%EA%B2%9F_%EB%B0%9C%EA%B5%B4%EC%9D%98_%ED%98%81%EB%AA%85\" title=\"\uc81c1\uc7a5. \uc0dd\ubb3c\ud559\uc801 \ud0d0\uc815: AI \uc2e0\uc57d \uac1c\ubc1c\uacfc \ud0c0\uac9f \ubc1c\uad74\uc758 \ud601\uba85\">\uc81c1\uc7a5. \uc0dd\ubb3c\ud559\uc801 \ud0d0\uc815: AI \uc2e0\uc57d \uac1c\ubc1c\uacfc \ud0c0\uac9f \ubc1c\uad74\uc758 \ud601\uba85<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#11_%EC%A7%80%EC%8B%9D_%EA%B7%B8%EB%9E%98%ED%94%84Knowledge_Graph_%EC%88%A8%EA%B2%A8%EC%A7%84_%EC%97%B0%EA%B2%B0%EA%B3%A0%EB%A6%AC%EB%A5%BC_%EC%B0%BE%EB%8B%A4\" title=\"1.1 \uc9c0\uc2dd \uadf8\ub798\ud504(Knowledge Graph): \uc228\uaca8\uc9c4 \uc5f0\uacb0\uace0\ub9ac\ub97c \ucc3e\ub2e4\">1.1 \uc9c0\uc2dd \uadf8\ub798\ud504(Knowledge Graph): \uc228\uaca8\uc9c4 \uc5f0\uacb0\uace0\ub9ac\ub97c \ucc3e\ub2e4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#12_%EB%A9%80%ED%8B%B0%EC%98%A4%EB%AF%B9%EC%8A%A4%EC%99%80_%EC%8B%9C%EC%8A%A4%ED%85%9C_%EC%83%9D%EB%AC%BC%ED%95%99\" title=\"1.2 \uba40\ud2f0\uc624\ubbf9\uc2a4\uc640 \uc2dc\uc2a4\ud15c \uc0dd\ubb3c\ud559\">1.2 \uba40\ud2f0\uc624\ubbf9\uc2a4\uc640 \uc2dc\uc2a4\ud15c \uc0dd\ubb3c\ud559<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EC%A0%9C2%EC%9E%A5_%EC%84%B8%ED%8F%AC%EC%9D%98_%EC%96%BC%EA%B5%B4%EC%9D%84_%EC%9D%BD%EB%8B%A4_%ED%94%BC%EB%85%B8%EB%AF%B9%EC%8A%A4%EC%99%80_%EC%83%9D%EB%AC%BC%ED%95%99%EC%9D%98_%EC%A7%80%EB%8F%84%ED%99%94\" title=\"\uc81c2\uc7a5. \uc138\ud3ec\uc758 \uc5bc\uad74\uc744 \uc77d\ub2e4: \ud53c\ub178\ubbf9\uc2a4\uc640 \uc0dd\ubb3c\ud559\uc758 \uc9c0\ub3c4\ud654\">\uc81c2\uc7a5. \uc138\ud3ec\uc758 \uc5bc\uad74\uc744 \uc77d\ub2e4: \ud53c\ub178\ubbf9\uc2a4\uc640 \uc0dd\ubb3c\ud559\uc758 \uc9c0\ub3c4\ud654<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#21_Recursion_Pharmaceuticals%EC%99%80_Cell_Painting\" title=\"2.1 Recursion Pharmaceuticals\uc640 Cell Painting\">2.1 Recursion Pharmaceuticals\uc640 Cell Painting<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#22_Phenom-Beta%EC%99%80_%EB%AA%85%EC%8B%9C%EC%95%BCBrightfield%EC%9D%98_%EB%B6%80%ED%99%9C\" title=\"2.2 Phenom-Beta\uc640 \uba85\uc2dc\uc57c(Brightfield)\uc758 \ubd80\ud65c\">2.2 Phenom-Beta\uc640 \uba85\uc2dc\uc57c(Brightfield)\uc758 \ubd80\ud65c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EC%A0%9C3%EC%9E%A5_%EB%B6%84%EC%9E%90%EC%9D%98_%EA%B1%B4%EC%B6%95%EA%B0%80_AlphaFold_3%EC%99%80_%EC%83%9D%EC%84%B1%ED%98%95_%EC%83%9D%EB%AC%BC%ED%95%99\" title=\"\uc81c3\uc7a5. \ubd84\uc790\uc758 \uac74\ucd95\uac00: AlphaFold 3\uc640 \uc0dd\uc131\ud615 \uc0dd\ubb3c\ud559\">\uc81c3\uc7a5. \ubd84\uc790\uc758 \uac74\ucd95\uac00: AlphaFold 3\uc640 \uc0dd\uc131\ud615 \uc0dd\ubb3c\ud559<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#31_AlphaFold_3_%EC%A0%95%EC%A7%80_%ED%99%94%EB%A9%B4%EC%97%90%EC%84%9C_%EC%97%AD%EB%8F%99%EC%A0%81%EC%9D%B8_%EC%B6%A4%EC%9C%BC%EB%A1%9C\" title=\"3.1 AlphaFold 3: \uc815\uc9c0 \ud654\uba74\uc5d0\uc11c \uc5ed\ub3d9\uc801\uc778 \ucda4\uc73c\ub85c\">3.1 AlphaFold 3: \uc815\uc9c0 \ud654\uba74\uc5d0\uc11c \uc5ed\ub3d9\uc801\uc778 \ucda4\uc73c\ub85c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#32_ESM-3_%EC%83%9D%EB%AC%BC%ED%95%99%EC%9D%84_%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D%ED%95%98%EB%8B%A4\" title=\"3.2 ESM-3: \uc0dd\ubb3c\ud559\uc744 \ud504\ub85c\uadf8\ub798\ubc0d\ud558\ub2e4\">3.2 ESM-3: \uc0dd\ubb3c\ud559\uc744 \ud504\ub85c\uadf8\ub798\ubc0d\ud558\ub2e4<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EC%A0%9C4%EC%9E%A5_%EC%9E%90%EB%8F%99%ED%99%94%EB%90%9C_%EC%8B%A4%ED%97%98%EC%8B%A4_AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EC%9D%98_%EC%B4%88%EA%B3%A0%EC%86%8D_%EC%A3%BC%ED%96%89\" title=\"\uc81c4\uc7a5. \uc790\ub3d9\ud654\ub41c \uc2e4\ud5d8\uc2e4: AI \uc2e0\uc57d \uac1c\ubc1c\uc758 \ucd08\uace0\uc18d \uc8fc\ud589\">\uc81c4\uc7a5. \uc790\ub3d9\ud654\ub41c \uc2e4\ud5d8\uc2e4: AI \uc2e0\uc57d \uac1c\ubc1c\uc758 \ucd08\uace0\uc18d \uc8fc\ud589<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#41_%EA%B1%B0%EB%8C%80_%EA%B8%B0%EC%88%A0%EA%B3%BC_%EB%B0%94%EC%9D%B4%EC%98%A4%EC%9D%98_%EC%9C%B5%ED%95%A9\" title=\"4.1 \uac70\ub300 \uae30\uc220\uacfc \ubc14\uc774\uc624\uc758 \uc735\ud569\">4.1 \uac70\ub300 \uae30\uc220\uacfc \ubc14\uc774\uc624\uc758 \uc735\ud569<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#42_Insilico_Medicine_%EC%86%8D%EB%8F%84%EC%A0%84%EC%9D%98_%EC%8A%B9%EC%9E%90\" title=\"4.2 Insilico Medicine: \uc18d\ub3c4\uc804\uc758 \uc2b9\uc790\">4.2 Insilico Medicine: \uc18d\ub3c4\uc804\uc758 \uc2b9\uc790<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EC%A0%9C5%EC%9E%A5_%EB%AF%B8%EB%A6%AC_%EB%B3%B4%EB%8A%94_%EB%B6%80%EC%9E%91%EC%9A%A9_%EA%B0%80%EC%83%81_%ED%99%98%EC%9E%90%EC%99%80_%EA%B7%9C%EC%A0%9C_%ED%98%81%EC%8B%A0\" title=\"\uc81c5\uc7a5. \ubbf8\ub9ac \ubcf4\ub294 \ubd80\uc791\uc6a9: \uac00\uc0c1 \ud658\uc790\uc640 \uaddc\uc81c \ud601\uc2e0\">\uc81c5\uc7a5. \ubbf8\ub9ac \ubcf4\ub294 \ubd80\uc791\uc6a9: \uac00\uc0c1 \ud658\uc790\uc640 \uaddc\uc81c \ud601\uc2e0<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#51_AI_%EA%B8%B0%EB%B0%98_%EB%B6%80%EC%9E%91%EC%9A%A9_%EC%98%88%EC%B8%A1%EA%B3%BC_%EB%94%94%EC%A7%80%ED%84%B8_%ED%8A%B8%EC%9C%88\" title=\"5.1 AI \uae30\ubc18 \ubd80\uc791\uc6a9 \uc608\uce21\uacfc \ub514\uc9c0\ud138 \ud2b8\uc708\">5.1 AI \uae30\ubc18 \ubd80\uc791\uc6a9 \uc608\uce21\uacfc \ub514\uc9c0\ud138 \ud2b8\uc708<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#52_FDA_%EA%B0%80%EC%9D%B4%EB%93%9C%EB%9D%BC%EC%9D%B8%EA%B3%BC_%ED%98%84%EC%8B%A4_%EC%9E%90%EA%B0%81\" title=\"5.2 FDA \uac00\uc774\ub4dc\ub77c\uc778\uacfc \ud604\uc2e4 \uc790\uac01\">5.2 FDA \uac00\uc774\ub4dc\ub77c\uc778\uacfc \ud604\uc2e4 \uc790\uac01<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%EA%B2%B0%EB%A1%A0_3%EC%A4%84_%EC%9A%94%EC%95%BD_%EB%B0%8F_%ED%96%89%EB%8F%99_%EC%B4%89%EA%B5%AC\" title=\"\uacb0\ub860: 3\uc904 \uc694\uc57d \ubc0f \ud589\ub3d9 \ucd09\uad6c\">\uacb0\ub860: 3\uc904 \uc694\uc57d \ubc0f \ud589\ub3d9 \ucd09\uad6c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/#%E2%9D%93_FAQ_%EC%8A%A4%EB%8B%88%ED%8E%AB_%EB%85%B8%EC%B6%9C%EC%9A%A9_%EC%A7%88%EC%9D%98%EC%9D%91%EB%8B%B5\" title=\"\u2753 FAQ : \uc2a4\ub2c8\ud3ab \ub178\ucd9c\uc6a9 \uc9c8\uc758\uc751\ub2f5\">\u2753 FAQ : \uc2a4\ub2c8\ud3ab \ub178\ucd9c\uc6a9 \uc9c8\uc758\uc751\ub2f5<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"color: #ffffff; font-size: 2.2rem; margin: 15px 0 10px 0; font-weight: 800;\"><span class=\"ez-toc-section\" id=\"AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EC%9D%B4_%EB%A7%8C%EB%93%A0_3%EB%8C%80_%EC%88%AB%EC%9E%90\"><\/span>AI \uc2e0\uc57d \uac1c\ubc1c\uc774 \ub9cc\ub4e0 3\ub300 \uc22b\uc790<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"color: #94a3b8; font-size: 1rem;\">\ube44\ud6a8\uc728\uc744 \uae68\ub728\ub9ac\ub294 2025\ub144 \ubc14\uc774\uc624 \uc0b0\uc5c5\uc758 \ud575\uc2ec \ub370\uc774\ud130<\/p>\n<\/div>\n<div style=\"display: grid; grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); gap: 20px; max-width: 1000px; margin: 0 auto;\">\n<div style=\"background: rgba(255, 255, 255, 0.05); border: 1px solid rgba(255, 255, 255, 0.1); padding: 30px; border-radius: 12px; text-align: center;\">\n<div style=\"font-size: 3rem; margin-bottom: 15px;\">\ud83d\udcca<\/div>\n<h3 style=\"color: #cbd5e1; font-size: 1.1rem; margin-bottom: 5px; font-weight: 600;\"><span class=\"ez-toc-section\" id=\"%EB%B0%9C%EA%B5%B4_%EA%B8%B0%EA%B0%84_%EC%95%95%EC%B6%95\"><\/span>\ubc1c\uad74 \uae30\uac04 \uc555\ucd95<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div style=\"font-size: 1.5rem; font-weight: 900; color: #f43f5e; margin: 10px 0;\">\ucd5c\ub300 40%\u2193<\/div>\n<p style=\"color: #64748b; font-size: 0.9rem;\">\uae30\uc874 3~4\ub144 \uac78\ub9ac\ub358 \ucd08\uae30 \ud6c4\ubcf4\ubb3c\uc9c8 \ubc1c\uad74 \uae30\uac04\uc774 13~18\uac1c\uc6d4\ub85c \ud68d\uae30\uc801\uc73c\ub85c \ub2e8\ucd95\ub418\uc5c8\uc5b4\uc694.<\/p>\n<\/div>\n<div style=\"background: rgba(255, 255, 255, 0.05); border: 1px solid rgba(255, 255, 255, 0.1); padding: 30px; border-radius: 12px; text-align: center;\">\n<div style=\"font-size: 3rem; margin-bottom: 15px;\">\ud83d\udcc8<\/div>\n<h3 style=\"color: #cbd5e1; font-size: 1.1rem; margin-bottom: 5px; font-weight: 600;\"><span class=\"ez-toc-section\" id=\"%EA%B5%AC%EC%A1%B0_%EC%98%88%EC%B8%A1_%ED%96%A5%EC%83%81\"><\/span>\uad6c\uc870 \uc608\uce21 \ud5a5\uc0c1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div style=\"font-size: 1.5rem; font-weight: 900; color: #3b82f6; margin: 10px 0;\">50% \uc774\uc0c1\u2191<\/div>\n<p style=\"color: #64748b; font-size: 0.9rem;\">AlphaFold 3 \ub3c4\uc785\uc73c\ub85c \ub2e8\ubc31\uc9c8\uacfc \uc57d\ubb3c \uac04\uc758 \ub3d9\uc801 \uacb0\ud569 \uc608\uce21 \uc815\ud655\ub3c4\uac00 \ub300\ud3ed \uc0c1\uc2b9\ud588\uc5b4\uc694.<\/p>\n<\/div>\n<div style=\"background: rgba(255, 255, 255, 0.05); border: 1px solid rgba(255, 255, 255, 0.1); padding: 30px; border-radius: 12px; text-align: center;\">\n<div style=\"font-size: 3rem; margin-bottom: 15px;\">\ud83d\udca1<\/div>\n<h3 style=\"color: #cbd5e1; font-size: 1.1rem; margin-bottom: 5px; font-weight: 600;\"><span class=\"ez-toc-section\" id=\"%EA%B0%9C%EB%B0%9C_%EB%B9%84%EC%9A%A9_%EC%A0%88%EA%B0%90\"><\/span>\uac1c\ubc1c \ube44\uc6a9 \uc808\uac10<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div style=\"font-size: 1.5rem; font-weight: 900; color: #eab308; margin: 10px 0;\">\ub2e8 $2.6M<\/div>\n<p style=\"color: #64748b; font-size: 0.9rem;\">Insilico Medicine\uc740 \uc804\ud1b5 \ubc29\uc2dd \ub300\ube44 \uc218\uc2ed \ubd84\uc758 \uc77c \uc218\uc900\uc758 \ube44\uc6a9\uc73c\ub85c \uc784\uc0c1 1\uc0c1\uc5d0 \uc9c4\uc785\ud588\uc5b4\uc694.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr \/>\n<h2 data-path-to-node=\"8\"><span class=\"ez-toc-section\" id=\"%EC%A0%9C1%EC%9E%A5_%EC%83%9D%EB%AC%BC%ED%95%99%EC%A0%81_%ED%83%90%EC%A0%95_AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EA%B3%BC_%ED%83%80%EA%B2%9F_%EB%B0%9C%EA%B5%B4%EC%9D%98_%ED%98%81%EB%AA%85\"><\/span>\uc81c1\uc7a5. \uc0dd\ubb3c\ud559\uc801 \ud0d0\uc815: AI \uc2e0\uc57d \uac1c\ubc1c\uacfc \ud0c0\uac9f \ubc1c\uad74\uc758 \ud601\uba85<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"9\">\uc2e0\uc57d \uac1c\ubc1c\uc758 \uccab \ub2e8\ucd94\ub294 \uc9c8\ubcd1\uc758 &#8216;\ubc94\uc778(\ud0c0\uac9f)&#8217;\uc744 \ucc3e\ub294 \uac70\uc608\uc694. \uacfc\uac70\uc5d0\ub294 \uc5f0\uad6c\uc790\ub4e4\uc774 \uc790\uc2e0\uc758 \uc881\uc740 \uc804\ubb38 \ubd84\uc57c \uc548\uc5d0\uc11c\ub9cc \ud0c0\uac9f\uc744 \ucc3e\uc73c\ub824 \ud588\uc9c0\ub9cc, \uc774\uc81c AI\ub294 \uc804 \uc138\uacc4\uc758 \uc0dd\ubb3c\ud559\uc801 \uc9c0\uc2dd\uc744 \ud1b5\ud569\ud574 <b data-path-to-node=\"9\" data-index-in-node=\"103\">\uac70\ub300\ud55c \uc9c0\ub3c4<\/b>\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\uace0 \uc788\uc5b4\uc694.<\/p>\n<h3 data-path-to-node=\"10\"><span class=\"ez-toc-section\" id=\"11_%EC%A7%80%EC%8B%9D_%EA%B7%B8%EB%9E%98%ED%94%84Knowledge_Graph_%EC%88%A8%EA%B2%A8%EC%A7%84_%EC%97%B0%EA%B2%B0%EA%B3%A0%EB%A6%AC%EB%A5%BC_%EC%B0%BE%EB%8B%A4\"><\/span>1.1 \uc9c0\uc2dd \uadf8\ub798\ud504(Knowledge Graph): \uc228\uaca8\uc9c4 \uc5f0\uacb0\uace0\ub9ac\ub97c \ucc3e\ub2e4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"11\">\uc218\ucc9c \ud3b8\uc758 \ub17c\ubb38\uacfc \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc778\uac04\uc774 \ub2e4 \uc77d\ub294 \uac74 \ubd88\uac00\ub2a5\ud558\uc8e0. \uc5ec\uae30\uc11c \uc15c\ub85d \ud648\uc988\uc758 \uc218\uc0ac \uc0c1\ud669\ud310 \uac19\uc740 **&#8217;\uc9c0\uc2dd \uadf8\ub798\ud504&#8217;**\uac00 \ub4f1\uc7a5\ud574\uc694. \uc720\uc804\uc790, \ub2e8\ubc31\uc9c8, \uc57d\ubb3c \ub4f1\uc744 \uc810(Node)\uc73c\ub85c \ucc0d\uace0 \uad00\uacc4\ub97c \uc120(Edge)\uc73c\ub85c \uc5f0\uacb0\ud558\ub294 \ubc29\uc2dd\uc774\uc5d0\uc694.<\/p>\n<p data-path-to-node=\"12\">\ucd5c\uadfc\uc5d0\ub294 \uc5ec\uae30\uc5d0 <b data-path-to-node=\"12\" data-index-in-node=\"9\">\uac70\ub300\uc5b8\uc5b4\ubaa8\ub378(LLM)\uc758 \ucd94\ub860 \ub2a5\ub825<\/b>\uc774 \ub354\ud574\uc84c\uc5b4\uc694. AI\uac00 \uc2a4\uc2a4\ub85c &#8220;A \uc720\uc804\uc790\uac00 \ud3d0\uc12c\uc720\ud654\ub97c \ucd09\uc9c4\ud558\ub2c8, \uc774\ub97c \uc5b5\uc81c\ud558\ub294 B \uc57d\ubb3c\uc774 \uce58\ub8cc\uc81c\uac00 \ub420 \uc218 \uc788\ub2e4&#8221;\ub294 \ub17c\ub9ac\uc801 \ucd94\ub860\uc744 \uc218\ud589\ud558\uac8c \ub41c \uac70\uc8e0.<\/p>\n<h3 data-path-to-node=\"13\"><span class=\"ez-toc-section\" id=\"12_%EB%A9%80%ED%8B%B0%EC%98%A4%EB%AF%B9%EC%8A%A4%EC%99%80_%EC%8B%9C%EC%8A%A4%ED%85%9C_%EC%83%9D%EB%AC%BC%ED%95%99\"><\/span>1.2 \uba40\ud2f0\uc624\ubbf9\uc2a4\uc640 \uc2dc\uc2a4\ud15c \uc0dd\ubb3c\ud559<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"14\">\ub2e8\uc77c \ub2e8\ubc31\uc9c8 \ud558\ub098\ub9cc \ubd10\uc11c\ub294 \ubcf5\uc7a1\ud55c \uc9c8\ubcd1\uc744 \uc774\ud574\ud560 \uc218 \uc5c6\uc5b4\uc694. AI\ub294 \uc720\uc804\uccb4, \uc804\uc0ac\uccb4, \ub2e8\ubc31\uc9c8\uccb4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569 \ubd84\uc11d\ud558\ub294 <b data-path-to-node=\"14\" data-index-in-node=\"72\">&#8216;\uba40\ud2f0\uc624\ubbf9\uc2a4(Multi-omics)&#8217;<\/b> \uc811\uadfc\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc694. AI\uac00 \ub0b4\ub9b0 \uacb0\ub860\uc758 \uadfc\uac70\ub97c \uba85\ud655\ud788 \uc124\uba85\ud558\ub294 XAI(\uc124\uba85 \uac00\ub2a5\ud55c AI)\ub294 \uc815\ubc00 \uc758\ub8cc\uc758 \uae30\ucd08\ub97c \ud0c4\ud0c4\ud788 \ub2e4\uc9c0\uace0 \uc788\uc5b4\uc694.<\/p>\n<hr data-path-to-node=\"15\" \/>\n<h2 data-path-to-node=\"16\"><span class=\"ez-toc-section\" id=\"%EC%A0%9C2%EC%9E%A5_%EC%84%B8%ED%8F%AC%EC%9D%98_%EC%96%BC%EA%B5%B4%EC%9D%84_%EC%9D%BD%EB%8B%A4_%ED%94%BC%EB%85%B8%EB%AF%B9%EC%8A%A4%EC%99%80_%EC%83%9D%EB%AC%BC%ED%95%99%EC%9D%98_%EC%A7%80%EB%8F%84%ED%99%94\"><\/span>\uc81c2\uc7a5. \uc138\ud3ec\uc758 \uc5bc\uad74\uc744 \uc77d\ub2e4: \ud53c\ub178\ubbf9\uc2a4\uc640 \uc0dd\ubb3c\ud559\uc758 \uc9c0\ub3c4\ud654<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"17\">\uc774\ub860\uc801\uc73c\ub85c \ud0c0\uac9f\uc744 \ucc3e\uc558\ub2e4\uba74, \uc2e4\uc81c \uc138\ud3ec\uc5d0\uc11c \uc5b4\ub5a4 \uc77c\uc774 \uc77c\uc5b4\ub098\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud574\uc694. \uc218\uc2ed\uc5b5 \uba85\uc758 \uc5bc\uad74\uc744 \uad6c\ubcc4\ud558\ub294 \uc548\uba74 \uc778\uc2dd \uae30\uc220\ucc98\ub7fc, \uc138\ud3ec\uc758 \ubbf8\uc138\ud55c \ud615\ud0dc \ubcc0\ud654\ub97c \uc77d\uc5b4\ub0b4\ub294 **&#8217;\ud53c\ub178\ubbf9\uc2a4(Phenomics)&#8217;**\uac00 \uadf8 \uc5ed\ud560\uc744 \ud574\uc694.<\/p>\n<h3 data-path-to-node=\"18\"><span class=\"ez-toc-section\" id=\"21_Recursion_Pharmaceuticals%EC%99%80_Cell_Painting\"><\/span>2.1 Recursion Pharmaceuticals\uc640 Cell Painting<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"19\">Recursion\uc740 <b data-path-to-node=\"19\" data-index-in-node=\"11\">&#8216;Cell Painting&#8217;<\/b> \ubd84\uc11d\ubc95\uc744 \uadf9\ud55c\uc73c\ub85c \ub04c\uc5b4\uc62c\ub838\uc5b4\uc694. \uc138\ud3ec \uc18c\uae30\uad00\uc744 \ud615\uad11 \uc5fc\uc0c9\ud574 \ucd2c\uc601\ud55c \ub4a4, \uc778\uac04\uc758 \ub208\uc73c\ub85c\ub294 \uc548 \ubcf4\uc774\ub294 \ubbf8\uc138\ud55c \uc9c8\uac10 \ubcc0\ud654\ub97c AI\uac00 \uc218\ub9cc \uac00\uc9c0 \ud2b9\uc9d5\uc73c\ub85c \ucd94\ucd9c\ud574\uc694. \uc9c8\ubcd1 \uc138\ud3ec\uc640 \uc57d\ubb3c \ucc98\ub9ac \uc138\ud3ec\uc758 \ubaa8\uc591\uc744 \uace0\ucc28\uc6d0 \uc218\ud559\uc801 \uacf5\uac04\uc5d0\uc11c \ub300\uc870\ud558\uc5ec \uc57d\ud6a8\ub97c \ucd94\ub860\ud558\ub294 \uc6d0\ub9ac\uc608\uc694.<\/p>\n<h3 data-path-to-node=\"20\"><span class=\"ez-toc-section\" id=\"22_Phenom-Beta%EC%99%80_%EB%AA%85%EC%8B%9C%EC%95%BCBrightfield%EC%9D%98_%EB%B6%80%ED%99%9C\"><\/span>2.2 Phenom-Beta\uc640 \uba85\uc2dc\uc57c(Brightfield)\uc758 \ubd80\ud65c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"21\">\ucd5c\uadfc Recursion\uacfc NVIDIA\uac00 \uacf5\uac1c\ud55c \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \uac12\ube44\uc2fc \ud615\uad11 \uc5fc\uc0c9 \uc5c6\uc774 \ud750\ub9bf\ud55c \ud751\ubc31 \uba85\uc2dc\uc57c \uc774\ubbf8\uc9c0\ub9cc\uc73c\ub85c\ub3c4 \uc138\ud3ec \uc0c1\ud0dc\ub97c \ubd84\uc11d\ud574\ub0b4\uc694. \uc2e4\ud5d8 \ube44\uc6a9\uacfc \uc2dc\uac04\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uc904\uc778 \uc5c4\uccad\ub09c \ud601\uc2e0\uc774\uc8e0.<\/p>\n<hr data-path-to-node=\"22\" \/>\n<h2 data-path-to-node=\"23\"><span class=\"ez-toc-section\" id=\"%EC%A0%9C3%EC%9E%A5_%EB%B6%84%EC%9E%90%EC%9D%98_%EA%B1%B4%EC%B6%95%EA%B0%80_AlphaFold_3%EC%99%80_%EC%83%9D%EC%84%B1%ED%98%95_%EC%83%9D%EB%AC%BC%ED%95%99\"><\/span>\uc81c3\uc7a5. \ubd84\uc790\uc758 \uac74\ucd95\uac00: AlphaFold 3\uc640 \uc0dd\uc131\ud615 \uc0dd\ubb3c\ud559<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"24\">\uc790\ubb3c\uc1e0(\ud0c0\uac9f)\uc5d0 \ub9de\ub294 \uc5f4\uc1e0(\uc57d\ubb3c)\ub97c \ub9cc\ub4e4 \ucc28\ub840\uc608\uc694. 2024\ub144\uacfc 2025\ub144\uc744 \uad00\ud1b5\ud558\ub294 \ud575\uc2ec \ud2b8\ub80c\ub4dc\ub294 \ub2e8\uc5f0\ucf54 <b data-path-to-node=\"24\" data-index-in-node=\"60\">AlphaFold 3\uc640 ESM-3<\/b>\ub97c \ud1b5\ud55c &#8216;\uc0dd\uc131\ud615 \uc0dd\ubb3c\ud559&#8217;\uc758 \ub3c4\uc57d\uc774\uc5d0\uc694.<\/p>\n<h3 data-path-to-node=\"25\"><span class=\"ez-toc-section\" id=\"31_AlphaFold_3_%EC%A0%95%EC%A7%80_%ED%99%94%EB%A9%B4%EC%97%90%EC%84%9C_%EC%97%AD%EB%8F%99%EC%A0%81%EC%9D%B8_%EC%B6%A4%EC%9C%BC%EB%A1%9C\"><\/span>3.1 AlphaFold 3: \uc815\uc9c0 \ud654\uba74\uc5d0\uc11c \uc5ed\ub3d9\uc801\uc778 \ucda4\uc73c\ub85c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"26\">\uae30\uc874 \ubaa8\ub378\uc774 \ub2e8\ubc31\uc9c8\uc758 &#8216;\uc815\uc801\uc778&#8217; \uad6c\uc870\ub9cc \uc608\uce21\ud588\ub2e4\uba74, \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\uc758 <b data-path-to-node=\"26\" data-index-in-node=\"38\">AlphaFold 3<\/b>\ub294 \ud655\uc0b0 \ubaa8\ub378(Diffusion Model)\uc744 \ub3c4\uc785\ud574 \ubaa8\ub4e0 \uc0dd\uccb4 \ubd84\uc790\uc758 <b data-path-to-node=\"26\" data-index-in-node=\"89\">\ub3d9\uc801 \uc0c1\ud638\uc791\uc6a9<\/b>\uc744 \uc608\uce21\ud574\ub0b4\uc694. DNA, RNA, \ub9ac\uac04\ub4dc(\uc57d\ubb3c)\uc758 \uacb0\ud569 \uc608\uce21 \uc815\ud655\ub3c4\uac00 50% \uc774\uc0c1 \ud5a5\uc0c1\ub418\uc5b4 \uc2e4\ubb34\uc5d0 \uc989\uc2dc \ud22c\uc785 \uac00\ub2a5\ud55c \uc218\uc900\uc774 \ub418\uc5c8\uc5b4\uc694.<\/p>\n<h3 data-path-to-node=\"27\"><span class=\"ez-toc-section\" id=\"32_ESM-3_%EC%83%9D%EB%AC%BC%ED%95%99%EC%9D%84_%ED%94%84%EB%A1%9C%EA%B7%B8%EB%9E%98%EB%B0%8D%ED%95%98%EB%8B%A4\"><\/span>3.2 ESM-3: \uc0dd\ubb3c\ud559\uc744 \ud504\ub85c\uadf8\ub798\ubc0d\ud558\ub2e4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"28\">EvolutionaryScale\uc758 <b data-path-to-node=\"28\" data-index-in-node=\"19\">ESM-3<\/b>\ub294 \uc0dd\ubb3c\ud559\uc744 \uc544\uc608 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ucc98\ub7fc \ub2e4\ub904\uc694. \ucc57GPT\uc5d0 \ud504\ub86c\ud504\ud2b8\ub97c \uc785\ub825\ud558\ub4ef \uba85\ub839\ud558\uba74 AI\uac00 \uc790\uc5f0\uacc4\uc5d0 \uc5c6\ub294 \uc644\uc804\ud788 \uc0c8\ub85c\uc6b4 \ub2e8\ubc31\uc9c8 \uad6c\uc870\ub97c &#8216;\ucf54\ub529&#8217;\ud574\ub0c5\ub2c8\ub2e4.<\/p>\n<hr data-path-to-node=\"29\" \/>\n<h2 data-path-to-node=\"30\"><span class=\"ez-toc-section\" id=\"%EC%A0%9C4%EC%9E%A5_%EC%9E%90%EB%8F%99%ED%99%94%EB%90%9C_%EC%8B%A4%ED%97%98%EC%8B%A4_AI_%EC%8B%A0%EC%95%BD_%EA%B0%9C%EB%B0%9C%EC%9D%98_%EC%B4%88%EA%B3%A0%EC%86%8D_%EC%A3%BC%ED%96%89\"><\/span>\uc81c4\uc7a5. \uc790\ub3d9\ud654\ub41c \uc2e4\ud5d8\uc2e4: AI \uc2e0\uc57d \uac1c\ubc1c\uc758 \ucd08\uace0\uc18d \uc8fc\ud589<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"31\">AI\uac00 \uc544\ubb34\ub9ac \ud6cc\ub96d\ud55c \uc124\uacc4\ub3c4\ub97c \uadf8\ub824\ub3c4 \uc2e4\ud5d8\uc2e4 \uac80\uc99d\uc740 \ud544\uc218\uc608\uc694. \ucd5c\uadfc \uc81c\uc57d \ud2b8\ub80c\ub4dc\ub294 \uc124\uacc4-\uc81c\uc791-\ud14c\uc2a4\ud2b8-\ud559\uc2b5\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 <b data-path-to-node=\"31\" data-index-in-node=\"66\">DMTA \uc0ac\uc774\ud074<\/b>\uc744 \ub85c\ubd07 \uc2e4\ud5d8\uc2e4\ub85c 24\uc2dc\uac04 \uc790\ub3d9\ud654\ud558\ub294 \ub370 \uc9d1\uc911\ub418\uc5b4 \uc788\uc5b4\uc694.<\/p>\n<h3 data-path-to-node=\"32\"><span class=\"ez-toc-section\" id=\"41_%EA%B1%B0%EB%8C%80_%EA%B8%B0%EC%88%A0%EA%B3%BC_%EB%B0%94%EC%9D%B4%EC%98%A4%EC%9D%98_%EC%9C%B5%ED%95%A9\"><\/span>4.1 \uac70\ub300 \uae30\uc220\uacfc \ubc14\uc774\uc624\uc758 \uc735\ud569<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"33\">2024\ub144 Recursion\uacfc Exscientia\uc758 \ud569\ubcd1\uc740 \uc644\ubcbd\ud55c \uc2dc\ub108\uc9c0\ub97c \ubcf4\uc5ec\uc918\uc694. AI\uac00 \ubd84\uc790\ub97c \uc124\uacc4\ud558\uba74 \ub85c\ubd07 \ud314\uc774 \ud569\uc131\ud558\uace0, \uc989\uc2dc \uc138\ud3ec \ud14c\uc2a4\ud2b8 \ud6c4 \uacb0\uacfc\ub97c \ub2e4\uc2dc AI\uac00 \ud559\uc2b5\ud558\ub294 \uc9c4\uc815\ud55c \uc5d4\ub4dc \ud22c \uc5d4\ub4dc(End-to-End) \ud50c\ub7ab\ud3fc\uc774 \ud0c4\uc0dd\ud588\uc5b4\uc694.<\/p>\n<h3 data-path-to-node=\"34\"><span class=\"ez-toc-section\" id=\"42_Insilico_Medicine_%EC%86%8D%EB%8F%84%EC%A0%84%EC%9D%98_%EC%8A%B9%EC%9E%90\"><\/span>4.2 Insilico Medicine: \uc18d\ub3c4\uc804\uc758 \uc2b9\uc790<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"35\">Insilico Medicine\uc758 \uc131\uacf5 \uc0ac\ub840\ub294 \ube44\uc6a9\uacfc \uc2dc\uac04\uc758 \uc555\ucd95\uc744 \uc5ec\uc2e4\ud788 \ubcf4\uc5ec\uc918\uc694. \ud2b9\ubc1c\uc131 \ud3d0\uc12c\uc720\ud654\uc99d \uce58\ub8cc\uc81c \ud6c4\ubcf4\ubb3c\uc9c8(ISM001_055)\uc740 \ud0c0\uac9f \ubc1c\uad74\uc5d0\uc11c \uc784\uc0c1 1\uc0c1 \uc9c4\uc785\uae4c\uc9c0 \ub2e8 <b data-path-to-node=\"35\" data-index-in-node=\"101\">30\uac1c\uc6d4, 260\ub9cc \ub2ec\ub7ec<\/b>\ubc16\uc5d0 \uac78\ub9ac\uc9c0 \uc54a\uc558\uc5b4\uc694. \uc0dd\uc131\ud615 AI\uac00 \ub808\uace0 \ube14\ub85d \uc870\ub9bd\ud558\ub4ef \ubd84\uc790\ub97c \ucd5c\uc801\ud654\ud574 \ub0b8 \uacb0\uacfc\uc608\uc694.<\/p>\n<hr data-path-to-node=\"36\" \/>\n<h2 data-path-to-node=\"37\"><span class=\"ez-toc-section\" id=\"%EC%A0%9C5%EC%9E%A5_%EB%AF%B8%EB%A6%AC_%EB%B3%B4%EB%8A%94_%EB%B6%80%EC%9E%91%EC%9A%A9_%EA%B0%80%EC%83%81_%ED%99%98%EC%9E%90%EC%99%80_%EA%B7%9C%EC%A0%9C_%ED%98%81%EC%8B%A0\"><\/span>\uc81c5\uc7a5. \ubbf8\ub9ac \ubcf4\ub294 \ubd80\uc791\uc6a9: \uac00\uc0c1 \ud658\uc790\uc640 \uaddc\uc81c \ud601\uc2e0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"38\">\ud6c4\ubcf4 \ubb3c\uc9c8\uc774 \uc6b0\ub9ac \ubab8\uc744 \ubb34\uc0ac\ud788 \ud1b5\uacfc\ud560 \uc218 \uc788\ub294\uc9c0 \uc608\uce21(ADMET)\ud558\ub294 \uac74 \uc784\uc0c1 \uc2e4\ud328\ub97c \ub9c9\ub294 \ucd5c\ud6c4\uc758 \ubcf4\ub8e8\uc608\uc694.<\/p>\n<h3 data-path-to-node=\"39\"><span class=\"ez-toc-section\" id=\"51_AI_%EA%B8%B0%EB%B0%98_%EB%B6%80%EC%9E%91%EC%9A%A9_%EC%98%88%EC%B8%A1%EA%B3%BC_%EB%94%94%EC%A7%80%ED%84%B8_%ED%8A%B8%EC%9C%88\"><\/span>5.1 AI \uae30\ubc18 \ubd80\uc791\uc6a9 \uc608\uce21\uacfc \ub514\uc9c0\ud138 \ud2b8\uc708<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"40\">\uacfc\uac70 \ub3d9\ubb3c \uc2e4\ud5d8\uc5d0 \uc758\uc874\ud558\ub358 \ub3c5\uc131 \ud14c\uc2a4\ud2b8\ub97c \uc774\uc81c\ub294 AI\uac00 \uc0ac\uc804\uc5d0 \uc2dc\ubbac\ub808\uc774\uc158\ud574\uc694. \ub098\uc544\uac00 **&#8217;\ub514\uc9c0\ud138 \ud2b8\uc708(\uac00\uc0c1 \ud658\uc790)&#8217;**\uc744 \uc0dd\uc131\ud574 \uc704\uc57d \ud22c\uc5ec\uad70\uc744 \ub300\uccb4\ud568\uc73c\ub85c\uc368, \ube44\uc724\ub9ac\uc801\uc778 \ubb38\uc81c\uc640 \ube44\uc6a9\uc744 \uc904\uc774\ub294 \ud569\uc131 \ub300\uc870\uad70(Synthetic Control Arm) \uae30\uc220\uc774 \ubcf8\uaca9 \ub3c4\uc785\ub418\uace0 \uc788\uc5b4\uc694.<\/p>\n<h3 data-path-to-node=\"41\"><span class=\"ez-toc-section\" id=\"52_FDA_%EA%B0%80%EC%9D%B4%EB%93%9C%EB%9D%BC%EC%9D%B8%EA%B3%BC_%ED%98%84%EC%8B%A4_%EC%9E%90%EA%B0%81\"><\/span>5.2 FDA \uac00\uc774\ub4dc\ub77c\uc778\uacfc \ud604\uc2e4 \uc790\uac01<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"42\">\ubb3c\ub860 AI\uac00 \ubb34\uc801\uc740 \uc544\ub2c8\uc5d0\uc694. \uc784\uc0c1 2\uc0c1\uc5d0\uc11c \uc720\ud6a8\uc131 \uc785\uc99d\uc5d0 \uc2e4\ud328\ud558\ub294 \uc0ac\ub840\ub4e4\uc740 \uc0dd\ubb3c\ud559\uc758 \ubcf5\uc7a1\uc131\uc744 \uc0c1\uae30\uc2dc\ucf1c \uc8fc\uc8e0. \uc774\uc5d0 \ubc1c\ub9de\ucdb0 <a class=\"ng-star-inserted\" href=\"https:\/\/www.fda.gov\/about-fda\/center-drug-evaluation-and-research-cder\/artificial-intelligence-drug-development\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjh7emVp9iSAxUAAAAAHQAAAAAQygE\">FDA \uacf5\uc2dd \ud648\ud398\uc774\uc9c0\uc758 AI \uc2e0\uc57d \uac1c\ubc1c \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c<\/a>\uc5d0\uc11c\ub3c4 \ubaa8\ub378\uc758 \ud22c\uba85\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \uc694\uad6c\ud558\ub294 7\ub2e8\uacc4 \ud3c9\uac00 \uae30\uc900\uc744 \uc0c8\ub86d\uac8c \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<hr data-path-to-node=\"43\" \/>\n<h2 data-path-to-node=\"44\"><span class=\"ez-toc-section\" id=\"%EA%B2%B0%EB%A1%A0_3%EC%A4%84_%EC%9A%94%EC%95%BD_%EB%B0%8F_%ED%96%89%EB%8F%99_%EC%B4%89%EA%B5%AC\"><\/span>\uacb0\ub860: 3\uc904 \uc694\uc57d \ubc0f \ud589\ub3d9 \ucd09\uad6c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<blockquote data-path-to-node=\"45\">\n<ol start=\"1\" data-path-to-node=\"45,0\">\n<li>\n<p data-path-to-node=\"45,0,0,0\"><b data-path-to-node=\"45,0,0,0\" data-index-in-node=\"0\">AI \uc2e0\uc57d \uac1c\ubc1c<\/b>\uc740 10\ub144, 20\uc5b5 \ub2ec\ub7ec\uac00 \ub4dc\ub294 &#8216;\uc5d0\ub8f8\uc758 \ubc95\uce59&#8217;\uc744 \uae68\uace0 <b data-path-to-node=\"45,0,0,0\" data-index-in-node=\"39\">\uac1c\ubc1c \uc18d\ub3c4\uc640 \ube44\uc6a9\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \uc555\ucd95<\/b>\ud558\uace0 \uc788\uc5b4\uc694.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"45,0,1,0\">AlphaFold 3, \ud53c\ub178\ubbf9\uc2a4, \ub85c\ubd07 \uc790\ub3d9\ud654\ub294 \ub2e8\uc21c \uae30\ub300\uac10\uc744 \ub118\uc5b4 <b data-path-to-node=\"45,0,1,0\" data-index-in-node=\"38\">\uc2e4\uc81c \uc81c\uc57d \ud30c\uc774\ud504\ub77c\uc778\uc758 \uc131\uacfc<\/b>\ub85c \uc774\uc5b4\uc9c0\ub294 \uc911\uc774\uc5d0\uc694.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"45,0,2,0\">\uc784\uc0c1 2\uc0c1 \ud1b5\uacfc\ub77c\ub294 \ud5c8\ub4e4\uc740 \uc874\uc7ac\ud558\uc9c0\ub9cc, <b data-path-to-node=\"45,0,2,0\" data-index-in-node=\"22\">\uc591\uc9c8\uc758 \ub370\uc774\ud130\uc640 \ub3c5\ubcf4\uc801\uc778 \ud50c\ub7ab\ud3fc\uc744 \uc9c0\ub2cc \uae30\uc5c5<\/b>\ub4e4\uc758 \uac00\uce58 \uc7ac\ud3c9\uac00\uac00 \uc784\ubc15\ud588\uc5b4\uc694.<\/p>\n<\/li>\n<\/ol>\n<\/blockquote>\n<p data-path-to-node=\"46\">\ud83d\udca1 <b data-path-to-node=\"46\" data-index-in-node=\"3\">Wealth Builder\uc758 Next Step:<\/b> AI \uc2e0\uc57d \uac1c\ubc1c \uc5ed\ub7c9\uc774 \uace7 \ubbf8\ub798 \uc81c\uc57d\uc8fc\uc758 \uc218\uc775\ub960\uc744 \uacb0\uc815\uc9c0\uc5b4\uc694. \ud604\uc7ac \ud3ec\ud2b8\ud3f4\ub9ac\uc624\uc5d0 \uc788\ub294 \uc81c\uc57d\/\ubc14\uc774\uc624 \uae30\uc5c5\ub4e4\uc774 AI \ud50c\ub7ab\ud3fc \ud30c\ud2b8\ub108\uc2ed\uc744 \uc81c\ub300\ub85c \uad6c\ucd95\ud558\uace0 \uc788\ub294\uc9c0, \uc9c0\uae08 \ubc14\ub85c \ud329\ud2b8 \uccb4\ud06c\ub97c \uc2dc\uc791\ud574 \ubcf4\uc138\uc694. \uc5b4\ub5a4 \uae30\uc5c5\uc758 \ud30c\uc774\ud504\ub77c\uc778 \ubd84\uc11d\uc774 \uba3c\uc800 \ud544\uc694\ud55c\uc9c0 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc2dc\uba74, \ub2e4\uc74c \uc2ec\uce35 \ub9ac\ud3ec\ud2b8\ub85c \ucc3e\uc544\uc624\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<hr data-path-to-node=\"47\" \/>\n<h2 data-path-to-node=\"48\"><span class=\"ez-toc-section\" id=\"%E2%9D%93_FAQ_%EC%8A%A4%EB%8B%88%ED%8E%AB_%EB%85%B8%EC%B6%9C%EC%9A%A9_%EC%A7%88%EC%9D%98%EC%9D%91%EB%8B%B5\"><\/span>\u2753 FAQ : \uc2a4\ub2c8\ud3ab \ub178\ucd9c\uc6a9 \uc9c8\uc758\uc751\ub2f5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"49\"><b data-path-to-node=\"49\" data-index-in-node=\"0\">Q1. AI \uc2e0\uc57d \uac1c\ubc1c\uc758 \uac00\uc7a5 \ud070 \ud22c\uc790 \uad00\uc810 \uc7a5\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><\/p>\n<p data-path-to-node=\"49\">\uc2e0\uc57d \ud6c4\ubcf4 \ubb3c\uc9c8 \ubc1c\uad74\ubd80\ud130 \uc784\uc0c1 1\uc0c1 \uc9c4\uc785\uae4c\uc9c0 \uac78\ub9ac\ub294 \uc2dc\uac04\uacfc \ucc9c\ubb38\ud559\uc801\uc778 \uac1c\ubc1c \ube44\uc6a9\uc744 \uae30\uc874 \ub300\ube44 \uc218\uc2ed \ubd84\uc758 \uc77c \uc218\uc900\uc73c\ub85c \ud68d\uae30\uc801\uc73c\ub85c \uc555\ucd95\ud558\uc5ec \uae30\uc5c5\uc758 R&amp;D \ud6a8\uc728\uc744 \uadf9\ub300\ud654\ud55c\ub2e4\ub294 \uc810\uc774\uc5d0\uc694.<\/p>\n<p data-path-to-node=\"50\"><b data-path-to-node=\"50\" data-index-in-node=\"0\">Q2. \uad6c\uae00\uc758 AlphaFold 3\ub294 \uae30\uc874 AI \uc2e0\uc57d \uac1c\ubc1c \ubaa8\ub378\uacfc \uc5b4\ub5bb\uac8c \ub2e4\ub978\uac00\uc694?<\/b><\/p>\n<p data-path-to-node=\"50\">\uc815\uc801\uc778 \ub2e8\ubc31\uc9c8 \uad6c\uc870\ub9cc \uc608\uce21\ud558\ub358 \uae30\uc874 \ubc29\uc2dd\uc5d0\uc11c \ubc97\uc5b4\ub098, &#8216;\ud655\uc0b0 \ubaa8\ub378(Diffusion Model)&#8217;\uc744 \uc801\uc6a9\ud588\uc5b4\uc694. \uc774\ub97c \ud1b5\ud574 \ub2e8\ubc31\uc9c8, DNA, \uc57d\ubb3c \uac04\uc758 &#8216;\ub3d9\uc801\uc778 \uc0c1\ud638\uc791\uc6a9&#8217;\uc744 \uc608\uce21\ud558\uba70 50% \uc774\uc0c1 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc790\ub791\ud574\uc694.<\/p>\n<p data-path-to-node=\"51\"><b data-path-to-node=\"51\" data-index-in-node=\"0\">Q3. AI \uc2e0\uc57d \uac1c\ubc1c \uc2dc\uc7a5\uc758 \ub0a8\uc740 \ud55c\uacc4\uc810\uc774\ub098 \ub9ac\uc2a4\ud06c\ub294 \uc5c6\ub098\uc694?<\/b><\/p>\n<p data-path-to-node=\"51\">\ucd08\uae30 \ubc1c\uad74 \uc18d\ub3c4\ub294 \ube68\ub77c\uc84c\uc9c0\ub9cc, \uacb0\uad6d \uc0ac\ub78c\uc758 \ubab8\uc5d0\uc11c \uc57d\ud6a8\ub97c \uc785\uc99d\ud574\uc57c \ud558\ub294 &#8216;\uc784\uc0c1 2\uc0c1\uc758 \uc720\ud6a8\uc131 \uac80\uc99d&#8217; \ud5c8\ub4e4\uc740 \uc5ec\uc804\ud788 \ub192\uc544\uc694. \ub354\ubd88\uc5b4 AI\uac00 \ud559\uc2b5\ud558\ub294 \ub370\uc774\ud130\uc758 \ud488\uc9c8 \ud3b8\ud5a5\uc131 \ubb38\uc81c\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\uc608\uc694.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AI drug discovery For decades, the pharmaceutical industry has been plagued by a bizarre paradox: while technology has advanced by leaps and bounds, the cost and time to create a new drug has grown exponentially - until AI drug discovery platforms really took off. This is Eroom's Law, the harsh reality of Moore's Law turned upside down. As of 2025, it takes an average of 10 to 15 years and more than $2 billion to get a new drug from the lab to a patient's bedside... <a title=\"AI drug discovery paradigm shift: A deep dive into breaking Errum&#039;s Law in 2025\" class=\"read-more\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/\" aria-label=\"More on AI \uc2e0\uc57d \uac1c\ubc1c \ud328\ub7ec\ub2e4\uc784 \uc804\ud658: \uc5d0\ub8f8\uc758 \ubc95\uce59\uc744 \uae68\ub294 2025\ub144 \uc2ec\uce35 \ubd84\uc11d\">Read more<\/a><\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[211,213,72,212,214],"class_list":["post-271","post","type-post","status-publish","format-standard","hentry","category-stock-market-analysis","tag-ai","tag-213","tag-72","tag-212","tag-214"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI \uc2e0\uc57d \uac1c\ubc1c \ud328\ub7ec\ub2e4\uc784 \uc804\ud658: \uc5d0\ub8f8\uc758 \ubc95\uce59\uc744 \uae68\ub294 2025\ub144 \uc2ec\uce35 \ubd84\uc11d - Wealth Builder<\/title>\n<meta name=\"description\" content=\"\uc5d0\ub8f8\uc758 \ubc95\uce59\uc744 \uae68\ub294 AI \uc2e0\uc57d \uac1c\ubc1c\uc758 \ud328\ub7ec\ub2e4\uc784 \uc804\ud658. 2025\ub144 \ubc14\uc774\uc624 \uc81c\uc57d \uc2dc\uc7a5\uc744 \uc8fc\ub3c4\ud560 \uc9c0\uc2dd \uadf8\ub798\ud504, AlphaFold 3, \ub514\uc9c0\ud138 \ud2b8\uc708 \ub4f1 \ud575\uc2ec \uae30\uc220\uacfc \ud22c\uc790 \ud3ec\uc778\ud2b8\ub97c \ub370\uc774\ud130 \uae30\ubc18\uc73c\ub85c \uc2ec\uce35 \ubd84\uc11d\ud569\ub2c8\ub2e4. \ud575\uc2ec \uc218\uce58\ub97c \uc9c0\uae08 \ud655\uc778\ud558\uc138\uc694.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lifeis-picnic.com\/en\/ai-drug-discovery-2025-paradigm-shift\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI \uc2e0\uc57d \uac1c\ubc1c \ud328\ub7ec\ub2e4\uc784 \uc804\ud658: \uc5d0\ub8f8\uc758 \ubc95\uce59\uc744 \uae68\ub294 2025\ub144 \uc2ec\uce35 \ubd84\uc11d - 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