{"id":421035,"date":"2026-03-25T22:11:00","date_gmt":"2026-03-25T14:11:00","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=421035"},"modified":"2026-03-25T22:11:00","modified_gmt":"2026-03-25T14:11:00","slug":"%e6%99%b6%e6%b3%b0%e6%8e%a7%e8%82%a1%e7%99%bc%e5%b8%83-2025-%e5%b9%b4%e5%b9%b4%e5%ba%a6%e6%a5%ad%e7%b8%be%e5%a0%b1%e5%91%8a","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=421035","title":{"rendered":"\u6676\u6cf0\u63a7\u80a1\u767c\u5e03 2025 \u5e74\u5e74\u5ea6\u696d\u7e3e\u5831\u544a"},"content":{"rendered":"<div>\n<table name=\"logo_release\" border=\"0\" cellspacing=\"10\" cellpadding=\"5\" align=\"right\">\n<tbody>\n<tr>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span class=\"legendSpanClass\">\u9999\u6e2f<\/span><span class=\"legendSpanClass\">2026\u5e743\u670825\u65e5<\/span> \/\u7f8e\u901a\u793e\/ &#8212;<\/p>\n<p><b>\u8ca1\u52d9\u4eae\u9ede\uff1a<\/b><\/p>\n<ul type=\"disc\">\n<li>2025 \u5e74\u96c6\u5718\u5be6\u73fe\u71df\u696d\u6536\u5165\u4eba\u6c11\u5e63 802.6 \u767e\u842c\u5143\uff0c\u540c\u6bd4\u589e\u9577 201.2%\u3002<\/li>\n<li>2025 \u5e74\u5e74\u5167\u5229\u6f64\u4eba\u6c11\u5e63 134.6 \u767e\u842c\u5143\uff0c\u7d93\u8abf\u6574\u5229\u6f64\u6de8\u984d\u4eba\u6c11\u5e63 258.2 \u767e\u842c\u5143\uff0c<b>\u9996\u6b21\u5be6\u73fe\u5e74\u5ea6\u76c8\u5229\uff0c\u4e5f\u6210\u70baAI for Science (AI4S) \u9818\u57df\u9996\u5bb6\u76c8\u5229\u7684\u6e2f\u80a1\u4e0a\u5e02\u516c\u53f8\u3002<\/b><\/li>\n<li>\u622a\u81f32025\u5e7412\u670831\u65e5\u96c6\u5718\u73fe\u91d1\u4f59\u984d<sup>[1]<\/sup>\u5408\u8a08\u4eba\u6c11\u5e637,068.6\u767e\u842c\u5143\uff0c2026\u5e74\u96c6\u5718\u65b0\u767c\u53ef\u8f49\u50b5\u6de8\u984d\u4eba\u6c11\u5e632,536.8\u767e\u842c\u5143\u3002<\/li>\n<\/ul>\n<p><b>\u91cd\u8981\u696d\u52d9\u6210\u679c\uff1a<\/b><\/p>\n<ul type=\"disc\">\n<li>\u8ce6\u80fd\u53ca\u5b75\u53165+\u6b3e\u5168\u7403First-in-class\/best-in-class \u5275\u65b0\u7ba1\u7dda\u9032\u5165\u81e8\u5e8a\u968e\u6bb5\u6216IND-enabling\u968e\u6bb5\uff0c\u6db5\u84cb\u816b\u7624\u3001\u81ea\u514d\u3001\u795e\u7d93\u9000\u884c\u6027\u75be\u75c5\u3001\u6162\u6027\u75be\u75c5\u7b49\u9818\u57df\u3002<\/li>\n<li>\u591a\u9805\u91cd\u78c5\u5408\u4f5c\u843d\u5730\uff0c\u7d2f\u8a08\u5408\u4f5c\u91d1\u984d\u9ad8\u9054\u6578\u767e\u5104\u4eba\u6c11\u5e63\uff0c\u5728AI\u61c9\u7528\u9818\u57df\u7a69\u5c45\u884c\u696d\u9818\u5148\u5730\u4f4d\u3002<\/li>\n<li>2025\u5e74\u5275\u6536\u5ba2\u6236\u6578<sup>[2]<\/sup>\u540c\u6bd4\u589e\u957762%\uff1b\u622a\u6b62\u76ee\u524d\uff0c\u7d2f\u8a08\u8986\u84cb\u5168\u7403\u524d 20 \u5927\u85e5\u4f01\u4e2d\u7684 17\u5bb6\uff0c\u6210\u529f\u5be6\u73fe\u591a\u5834\u666f\u4ea4\u4ed8\u53ca\u570b\u969b\u982d\u90e8\u5ba2\u6236\u8a8d\u53ef\u3002<\/li>\n<li>\u7d2f\u7a4d\u958b\u767c\u8d85200+\u884c\u696dAI\u6a21\u578b\uff0c2025\u5e74\u6210\u529f\u62d3\u5c55\u65b0\u578b\u85e5\u7269\u5275\u65b0\u5e73\u53f0\u5305\u62ec\u5206\u5b50\u81a0\u3001\u591a\u80bd\u53ca\u5c0f\u6838\u9178\u9818\u57df\uff0c\u9032\u4e00\u6b65\u978f\u56fa\u5168\u68e7\u80fd\u529b\u58c1\u58d8\u3002<\/li>\n<li>\u667a\u80fd\u9ad4\u6bcf\u5468\u7368\u7acb\u81ea\u4e3b\u63a8\u9032\u4e0a\u842c\u6b21\u5316\u5408\u7269\u5be6\u9a57\uff0c\u5be6\u73fe\u7814\u767c\u9589\u74b0\u3002<\/li>\n<li>\u6210\u529f\u62d3\u5c55\u65b0\u6750\u6599\u3001\u6d88\u8cbb\u53ca\u5927\u5065\u5eb7\u7b49\u65b0\u9818\u57df\u3002<\/li>\n<li>\u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u4ea6\u6210\u529f\u88ab\u7d0d\u5165MSCI \u4e2d\u570b\u5c0f\u578b\u80a1\u6307\u6578\u3001MSCI \u4e2d\u570b\u6307\u6578\u3001\u9999\u6e2f\u4ea4\u6613\u6240\u79d1\u6280 100 \u6307\u6578\uff0c\u6295\u8cc7\u50f9\u503c\u8207\u884c\u696d\u6838\u5fc3\u5730\u4f4d\u7372\u570b\u969b\u8cc7\u672c\u5e02\u5834\u96d9\u91cd\u6b0a\u5a01\u8a8d\u53ef\u3002<\/li>\n<\/ul>\n<p><b>\u7814\u767c\u9032\u5c55\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u6df1\u5ea6\u878d\u5408\uff0c\u98db\u8f2a\u6548\u61c9\u91cd\u5851\u7814\u767c\u8303\u5f0f<\/b><\/p>\n<p>1.\u00a0<b> Multi-Agent \u77e9\u9663\uff1a\u5316\u8eab\u667a\u80fd\u300c\u9805\u76ee\u7d93\u7406\u00a0\u300d\uff0c\u9a45\u52d5\u5168\u6d41\u7a0b\u81ea\u4e3b<\/b><\/p>\n<p>Multi-Agent \u4f5c\u70ba\u98db\u8f2a\u6838\u5fc3\u667a\u80fd\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u627f\u64d4\u7814\u767c\u76ee\u6a19\u81ea\u4e3b\u62c6\u89e3\u3001\u591a\u6a21\u578b\u5354\u540c\u8abf\u5ea6\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u9589\u74b0\u7ba1\u7406\u6838\u5fc3\u8077\u80fd\u3002\u57fa\u65bc\u81ea\u7814 AI \u6a21\u578b\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u8207\u6578\u64da\u8cc7\u7522\u7684\u5e95\u5c64\u80fd\u529b\uff0c\u96c6\u5718\u6b63\u5728\u6253\u9020\u5168\u93c8\u8def\u667a\u80fd\u9ad4\u9ad4\u7cfb\uff0c\u4e26\u5be6\u73fe\u4e86\u5167\u5916\u90e8\u5834\u666f\u6df1\u5ea6\u61c9\u7528\u3002<\/p>\n<p class=\"prnml40\">1) \u6211\u5011\u6b63\u5728\u69cb\u5efa\u8986\u84cb\u7814\u767c\u5168\u93c8\u8def\u7684 Agent \u7cfb\u7d71\uff0c\u6574\u5408 Agentic Genius\u3001X-buddy\u3001PatSight\u3001MolAgent\u3001Vast Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u53ca\u6a5f\u5668\u4eba\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u5be6\u73fe\u5f9e\u91c7\u8cfc\u6c7a\u7b56\u5230\u5be6\u9a57\u57f7\u884c\u3001\u53cd\u61c9\u512a\u5316\u548c\u6578\u64da\u7ba1\u7406\u7684\u5168\u6d41\u7a0b\u81ea\u4e3b\u6c7a\u7b56\u3002\u76ee\u524d\u667a\u80fd\u9ad4\u6bcf\u5468\u7368\u7acb\u81ea\u4e3b\u63a8\u9032\u4e0a\u842c\u6b21\u5316\u5408\u7269\u5408\u6210\u5be6\u9a57\uff0c\u986f\u8457\u63d0\u5347\u901a\u91cf\u8207\u6578\u64da\u7a4d\u7d2f\u6548\u7387\uff0c\u5f62\u6210\u5f9e\u5c0f\u5206\u5b50\u8a2d\u8a08-\u9ad8\u901a\u91cf\u81ea\u52d5\u5316\u5408\u6210-\u6578\u64da\u9589\u74b0\u7684\u7814\u767c\u9ad4\u7cfb\u3002<\/p>\n<p class=\"prnml40\">2) \u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8207\u67d0\u570b\u969b\u982d\u90e8\u85e5\u4f01\u5408\u4f5c\u90e8\u7f72\u81ea\u4e3b\u689d\u4ef6\u7be9\u9078\u7cfb\u7d71\uff0c\u6574\u5408 Multi-Agent\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u8207\u5316\u5b78\u6a21\u578b\u80fd\u529b\uff0c\u5be6\u73fe\u5f9e AI \u689d\u4ef6\u63a8\u85a6\u3001\u53c3\u6578\u81ea\u4e3b\u8a2d\u8a08\u5230\u6a5f\u5668\u4eba\u9ad8\u901a\u91cf\u57f7\u884c\u8207\u5316\u5b78\u53cd\u61c9\u689d\u4ef6\u512a\u5316\u7684\u5168\u6d41\u7a0b\u9589\u74b0\u3002\u8a72\u7cfb\u7d71\u57fa\u65bc\u6578\u5341\u842c\u689d\u5be6\u9a57\u6578\u64da\u8a13\u7df4\uff0c\u652f\u6301\u81ea\u7136\u8a9e\u8a00\u4e0b\u9054\u7814\u767c\u76ee\u6a19\uff0c\u7531\u6a5f\u5668\u4eba\u7cbe\u51c6\u5b8c\u6210\u52a0\u6a23\u3001\u63a7\u6eab\u8207\u6aa2\u6e2c\uff0c\u986f\u8457\u63d0\u5347\u6578\u64da\u4e00\u81f4\u6027\u8207\u5be6\u9a57\u7a69\u5b9a\u6027\uff0c\u4e26\u70ba\u85e5\u4f01\u63d0\u4f9b\u53ef\u898f\u6a21\u5316\u5fa9\u5236\u7684\u667a\u80fd\u5316\u8f49\u578b\u65b9\u6848\u3002<\/p>\n<p>2.\u00a0\u00a0<b>AI\u6a21\u578b\uff1a\u592f\u5be6\u300c\u5c08\u5bb6\u5927\u8166 \u300d\uff0c\u62d3\u5c55\u65b0\u578b\u85e5\u7269\u5e73\u53f0<\/b><\/p>\n<p>\u622a\u81f32025\u5e74\u5e95\uff0c\u96c6\u5718\u5df2\u7d2f\u8a08\u958b\u767c\u8d85200\u500b\u884c\u696dAI\u6a21\u578b\uff0c\u8986\u84cb\u5f9e\u9776\u9ede\u767c\u73fe\u5230\u81e8\u5e8a\u524d\u5019\u9078\u5316\u5408\u7269\u7be9\u9078\u7684\u5168\u93c8\u689d\u3002\u5831\u544a\u671f\u5167\uff0c\u6211\u5011\u7684AI\u6a21\u578b\u5728\u6df1\u5316\u6230\u7565\u5408\u4f5c\u3001\u6838\u5fc3\u6a21\u578b\u8fed\u4ee3\u3001\u65b0\u578b\u85e5\u7269\u5e73\u53f0\u62d3\u5c55\u4e0a\u53d6\u5f97\u7cfb\u7d71\u6027\u6210\u679c\uff1a<\/p>\n<p class=\"prnml40\">1) \u6211\u5011\u6df1\u5316\u7522\u696d\u5408\u4f5c\uff0c\u6301\u7e8c\u5347\u7d1aAI\u85e5\u7269\u767c\u73fe\u6a21\u578b\uff0c\u69cb\u5efa\u6db5\u84cb\u5f9e\u5206\u5b50\u8a2d\u8a08\u5230\u751f\u7269\u6e2c\u8a66\u7684\u5168\u6d41\u7a0b\u6578\u64da\u9589\u74b0\uff0c\u4e26\u5f15\u5165MD\u6a21\u64ec\u6578\u64da\uff0c\u5c07\u52d5\u614b\u7269\u7406\u898f\u5f8b\u878d\u5165AI\u6a21\u578b\uff0c\u5f9e\u800c\u63d0\u5347\u5c0d\u86cb\u767d\u76f8\u4e92\u4f5c\u7528\u7684\u7406\u89e3\u80fd\u529b\uff0c\u52a9\u529b\u653b\u514b\u300c\u4e0d\u53ef\u6210\u85e5\u300d\u9776\u9ede\u3002\u5728\u5206\u5b50\u6d3b\u6027\u9810\u6e2c\u65b9\u9762\uff0c\u96c6\u5718\u6df1\u5316\u8207\u8f1d\u745e\u5408\u4f5c\uff0c\u65bc2025\u5e74\u555f\u52d5\u65b0\u4e00\u4ee3\u5206\u5b50\u6a21\u64ec\u5e73\u53f0\u958b\u767c\uff0c\u878d\u5408\u7269\u7406\u7b97\u6cd5\u7cbe\u5ea6\u8207AI\u7684\u901f\u5ea6\u548c\u898f\u6a21\u5316\u80fd\u529b\uff0c\u5168\u9762\u63d0\u5347\u6a21\u64ec\u6548\u7387\u3001\u7cbe\u5ea6\u8207\u5316\u5b78\u7a7a\u9593\u8986\u84cb\uff0c\u52a0\u901f\u5c0f\u5206\u5b50\u85e5\u7269\u767c\u73fe\u3002<\/p>\n<p class=\"prnml40\">2) \u96c6\u5718\u81ea\u4e3b\u7814\u767c\u7684\u86cb\u767d\u85e5\u7269\u751f\u6210\u5f0f AI \u5e73\u53f0 XenProT\u2122 \u63a8\u51fa XMPNN \u9006\u6298\u758a\u7b97\u6cd5\uff0c\u6191\u501f\u9ad8\u8cea\u91cf\u6578\u64da\u8207\u7368\u6709\u9818\u57df\u77e5\u8b58\uff0c\u5728\u57fa\u65bc\u516c\u958b\u6578\u64da\u96c6\u7684\u6e2c\u8a66\u4e2d\u7d50\u679c\u8868\u73fe\u5168\u7403\u9818\u5148\uff0c\u4e26\u5728\u591a\u985e\u9ad8\u96e3\u5ea6\u7ba1\u7dda\u4e2d\u9a57\u8b49\u50f9\u503c\uff0c\u96d9\u6297\u8a2d\u8a08\u80fd\u529b\u7372\u570b\u969b\u85e5\u4f01\u8a8d\u53ef\u3002XtalFold\u00ae \u63a8\u51fa Ultra \u6a21\u5f0f\uff0c\u5c07\u6297\u539f-\u6297\u9ad4\u5fa9\u5408\u7269\u7d50\u69cb\u9810\u6e2c\u51c6\u78ba\u7387\u63d0\u5347\u7d04 10 \u500b\u767e\u5206\u9ede\uff0c\u4e26\u5165\u9078 WAIC\u300c\u4eba\u5de5\u667a\u80fd\u5341\u5927\u5275\u65b0\u6280\u8853\uff08\u7522\u54c1\uff09\u300d\u3002<\/p>\n<p class=\"prnml40\">3) \u642d\u5efa\u65b0\u578b\u85e5\u7269AI\u5e73\u53f0\uff0c\u6436\u5360\u524d\u6cbf\u9818\u57df\u5236\u9ad8\u9ede\u3002<\/p>\n<ul type=\"disc\">\n<li><b>\u5206\u5b50\u81a0\u5e73\u53f0\uff1a<\/b> 2025\u5e74\uff0c\u96c6\u5718\u4ee5\u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u70ba\u6838\u5fc3\uff0c\u570d\u7e5e\u300c\u9328\u5b9aE3\u300d\u8207\u300c\u9328\u5b9a\u9776\u86cb\u767d\u300d\u96d9\u8def\u5f91\u69cb\u5efa\u5206\u5b50\u81a0\u958b\u767c\u9ad4\u7cfb\uff0c\u901a\u904eAI\u5b78\u7fd2\u86cb\u767d\u4e92\u4f5c\u4e26\u7d50\u5408\u8d85\u5927\u898f\u6a21\u5316\u5b78\u7a7a\u9593\u63a2\u7d22\u8207\u81ea\u52d5\u5316DMTA\u9589\u74b0\uff0c\u986f\u8457\u63d0\u5347\u7814\u767c\u6548\u7387\u3002\u5e73\u53f0\u5df2\u69cb\u5efa\u767e\u842c\u7d1a\u865b\u64ec\u8207\u591a\u6a23\u6027\u5be6\u9ad4\u5206\u5b50\u5eab\uff0c\u5728\u591a\u9776\u9ede\u7372\u5f97\u9ad8\u6d3b\u6027\u3001\u9ad8\u9078\u64c7\u6027\u4e14\u5177\u5c08\u5229\u65b0\u7a4e\u6027\u7684Hit\u5206\u5b50\uff0c\u4e26\u6301\u7e8c\u62d3\u5c55\u65b0\u9ad4\u7cfb\u53caDirect-to-Biology\u80fd\u529b\u3002<\/li>\n<li><b>\u591a\u80bd\u5e73\u53f0PepiX\u2122\uff1a<\/b>2025\u5e74\uff0c\u591a\u80bd\u5e73\u53f0 PepiX\u2122 \u878d\u5408\u751f\u6210\u5f0f AI \u5206\u5b50\u8a2d\u8a08\u3001\u81ea\u52d5\u5316\u5408\u6210\u3001\u842c\u5104\u7d1a\u80bd\u5eab\u8207\u9ad8\u901a\u91cf\u7be9\u9078\uff0c\u5efa\u7acb\u300cAI\u8a2d\u8a08\u2014\u5408\u6210\u9a57\u8b49\u300d\u9589\u74b0\u9ad4\u7cfb\uff0c\u5be6\u73fe\u591a\u80bd\u7814\u767c\u7684\u9ad8\u6548\u7387\u8207\u9ad8\u6210\u529f\u7387\u3002\u5e73\u53f0\u5efa\u62102000+\u975e\u5929\u7136\u6c28\u57fa\u9178\u55ae\u9ad4\u5eab\uff0c\u53e3\u670d\u80bd\u9810\u6e2c\u53caMHC-I\/II\u6297\u539f\u5448\u905e\u9810\u6e2c\u7cbe\u5ea6\u9054\u570b\u969b\u9818\u5148\uff0c\u4e26\u57282025AACR\u4eae\u76f8\u4e26\u65ac\u7372\u591a\u9805\u884c\u696d\u734e\u9805\u3002\u6838\u5fc3\u7ba1\u7dda\u63a8\u9032\u9806\u5229\uff0c\u591a\u80bd\u900f\u8166\u905e\u9001\u3001\u964d\u7cd6\u3001\u6e1b\u8102\u53ca\u964d\u5c3f\u9178\u9805\u76ee\u6301\u7e8c\u53d6\u5f97\u9032\u5c55\uff0c\u652f\u6490\u5f8c\u7e8c\u7533\u5831\u8207\u7522\u696d\u5316\u3002<\/li>\n<li><b>\u6838\u9178\u5e73\u53f0Kodexia\u2122\uff1a<\/b>2025\u5e74\uff0c\u96c6\u5718\u642d\u5efa\u5168\u7403\u9818\u5148\u7684 AI \u9a45\u52d5 siRNA \u5e8f\u5217\u767c\u73fe\u8207\u5316\u5b78\u4fee\u98fe\u5e73\u53f0\uff0c\u69cb\u5efa\u300c\u5e8f\u5217\u7be9\u9078\u2014\u4fee\u98fe\u512a\u5316\u2014\u529f\u80fd\u9a57\u8b49\u300d\u7aef\u5230\u7aef\u9589\u74b0\uff0c\u81ea\u7814\u6a21\u578b\u5be6\u73fe\u7cbe\u51c6\u5efa\u6a21\u4e26\u5728\u591a\u6578\u5834\u666f\u4e0b\u512a\u65bc Advanced ESC \u4fee\u98fe\u6a21\u5f0f\u3002\u8207\u6b64\u540c\u6642\uff0c\u96c6\u5718\u63a8\u9032\u9ad4\u5167\u85e5\u6548\u9810\u6e2c\u3001\u809d\u5916\u905e\u9001\u53ca\u96d9\u9776\u9ede siRNA \u5e73\u53f0\u5efa\u8a2d\uff0cmRNA2vec \u7a81\u7834\u6027\u7814\u7a76\u6210\u679c\u4eae\u76f8 2025 AAAI \u4e26\u986f\u8457\u63d0\u5347 mRNA \u5e8f\u5217\u8868\u9054\u8207\u7a69\u5b9a\u6027\u3002<\/li>\n<li><b>\u865b\u64ec\u7d30\u80de\u5e73\u53f0\uff1a<\/b>\u96c6\u5718\u65bc2025\u5e74\u6230\u7565\u5b75\u5316\u7121\u754c\u9032\u5316\uff0c\u5c08\u6ce8\u65bc\u5229\u7528\u751f\u7269\u5b78\u6578\u64da\u642d\u5efa\u865b\u64ec\u7d30\u80de\u5e73\u53f0\u3002\u76ee\u524d\uff0c\u7121\u754c\u9032\u5316\u5df2\u555f\u52d5\u65e9\u671f\u878d\u8cc7\u76f8\u95dc\u5de5\u4f5c\uff0c\u70ba\u4e0b\u4e00\u968e\u6bb5\u7814\u767c\u84c4\u529b\u3002<\/li>\n<\/ul>\n<p>3.\u00a0<b> \u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4Physical AI\uff1a\u935b\u9020\u300c\u7cbe\u51c6\u96d9\u624b\u300d\uff0c\u91cd\u5851\u5be6\u9a57\u8303\u5f0f<\/b><\/p>\n<p>\u5831\u544a\u671f\u5167\uff0c\u6211\u5011\u6301\u7e8c\u63a8\u9032\u81ea\u52d5\u5316\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u7684\u6280\u8853\u653b\u5805\u8207\u6d41\u7a0b\u518d\u9020\u3002\u9748\u52d5\u52fa\u653b\u514b\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u96e3\u984c\uff0c\u4e26\u5df2\u7d93\u5f97\u5230\u4e86\u5168\u7403\u9802\u7d1a\u5ba2\u6236\u7684\u8a8d\u53ef\u3002\u5176\u6838\u5fc3\u6280\u8853\u8981\u9ede\u5982\u4e0b\uff1a<\/p>\n<p class=\"prnml40\">1)<b>\u00a0\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\uff1a<\/b>\u642d\u8f09\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\u4f86\u5be6\u6642\u5206\u6790\u7c89\u672b\u7279\u6027\uff0c\u5be6\u73fe\u5c0d\u4e0d\u540c\u985e\u578b\u7c89\u672b\u7684\u7cbe\u51c6\u8b58\u5225\u8207\u8655\u7406\u3002<br \/>2)<b>\u00a0\u667a\u80fd\u6578\u64da\uff1a<\/b>\u69cb\u5efa\u4e86\u5168\u9762\u7684\u7c89\u672b\u5c6c\u6027\u6578\u64da\u5eab\uff0c\u5177\u6709\u6975\u5f37\u5b78\u7fd2\u80fd\u529b\uff0c\u4e0d\u65b7\u512a\u5316\u7c89\u672b\u8655\u7406\u7b56\u7565\u3002<br \/>3)\u00a0<b>\u7c89\u672b\u5206\u6790\u57fa\u5ea7\u5927\u6a21\u578b\uff1a<\/b>\u5728\u591a\u6a23\u5316\u7c89\u672b\u6578\u64da\u96c6\u4e0a\u8a13\u7df4\u8abf\u512a\u7684\u5c08\u7528AI\u6a21\u578b\uff0c\u51c6\u78ba\u9810\u6e2c\u7c89\u672b\u7279\u6027\u548c\u884c\u70ba\u5206\u6790\u3002<br \/>4)<b>\u00a0\u8207\u6a5f\u5668\u4eba\u7121\u7e2b\u9023\u63a5\uff1a<\/b>\u8207\u7c89\u672b\u5206\u88dd\u7b49\u6a5f\u5668\u4eba\u7cfb\u7d71\u7121\u7e2b\u9023\u63a5\uff0c\u4e26\u6839\u64da\u8996\u89ba\u53cd\u994b\u8abf\u6574\u53c3\u6578\u548c\u63a7\u5236\u7b56\u7565\u3002<\/p>\n<p>4.\u00a0<b> \u9ad8\u8cea\u91cf\u6578\u64da\u5206\u6790\u8207\u7a4d\u7d2f\uff1a\u70ba AI \u98db\u8f2a\u6301\u7e8c\u63d0\u4f9b\u300c\u71c3\u6599\u300d<\/b><\/p>\n<p>\u96c6\u5718\u5df2\u69cb\u5efa\u884c\u696d\u9818\u5148\u7684\u751f\u7269\u91ab\u85e5\u6578\u64da\u8cc7\u7522\u9ad4\u7cfb\u8207\u7814\u767c\u516c\u57df\u6578\u64da\u8981\u7d20\u5e73\u53f0\uff0c\u70ba\u98db\u8f2a\u904b\u8f49\u63d0\u4f9b\u5805\u5be6\u6578\u64da\u652f\u6490\uff1a<\/p>\n<p class=\"prnml40\">1)\u00a0<b>\u591a\u6a21\u614b\u6578\u64da\u667a\u80fd\u6316\u6398\u5e95\u5ea7\uff1a<\/b> \u591a\u6a21\u614b Layout \u6a21\u578b\u6587\u6a94\u8b58\u5225\u51c6\u78ba\u738795.3%\uff0c\u81ea\u7814 32B \u9818\u57df\u5927\u8a9e\u8a00\u6a21\u578b\u8d85\u8d8a GPT-4o\uff0c \u5be6\u73fe\u300c\u6578\u64da\u4e0d\u51fa\u57df\u300d\u8207\u6210\u672c\u96d9\u512a\uff0cOCSR \u5149\u5b78\u5316\u5b78\u7d50\u69cb\u8b58\u5225\u6a21\u578b\u9054\u884c\u696d SOTA \u6a19\u51c6\u3002<br \/>2)\u00a0<b>\u5316\u5b78\u53cd\u61c9\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a<\/b>\u642d\u5efa\u6578\u64da\u6316\u6398 Agent\uff0c\u5be6\u73fe\u53cd\u61c9\u6b65\u9a5f\u6578\u64da\u7cbe\u7d30\u63d0\u53d6\uff08\u8b58\u5225\u7cbe\u5ea6 &gt;95%\uff09\uff0c\u5df2\u7d50\u69cb\u5316\u6578\u5341\u842c\u7bc7\u5c08\u5229\uff0c\u69cb\u5efa\u6d77\u91cf\u9ad8\u8cea\u91cf\u53cd\u61c9\u6578\u64da\u652f\u6490 AI \u6a21\u578b\u8207\u6a5f\u5668\u4eba\u5be6\u9a57\u8a13\u7df4\u3002<br \/>3)\u00a0<b>\u5927\u5206\u5b50\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a<\/b>\u5efa\u6210\u6297\u9ad4\u6578\u64da\u6316\u6398 Agent\uff0c\u666e\u901a\u53ca VHH \u6297\u9ad4\u63d0\u53d6\u7cbe\u78ba\u7387 &gt; 99%\uff0c\u89aa\u548c\u529b\u8b58\u5225\u7cbe\u78ba\u7387 98%\uff1b\u69cb\u5efa\u5927\u898f\u6a21\u6c28\u57fa\u9178\u5e8f\u5217\u548c\u6297\u9ad4\u5c08\u5229\u6578\u64da\u5eab\uff0c\u5f62\u6210\u5805\u5be6\u751f\u7269\u6578\u64da\u8cc7\u7522\u58c1\u58d8\u3002<\/p>\n<p>\u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u4ee5\u6578\u64da\u9a45\u52d5\u7684\u7814\u767c\u5275\u65b0\u80fd\u529b\u7372\u5f97\u570b\u5bb6\u7d1a\u8a8d\u53ef\u30022025\u5e74\uff0c\u96c6\u5718\u6191\u501f\u300cAI+\u81ea\u52d5\u5316\u6280\u8853\u8ce6\u80fd\u85e5\u7269\u7814\u767c\u6578\u64da\u8981\u7d20\u69cb\u5efa\u53ca\u61c9\u7528\u300d\u9805\u76ee\uff0c\u5728\u570b\u5bb6\u6578\u64da\u5c40\u4e3b\u8fa6\u7684\u300c\u6578\u64da\u8981\u7d20\u00d7\u300d\u5927\u8cfd\u5168\u570b\u7e3d\u6c7a\u8cfd\u4e2d\uff0c\u5f9e\u8d85\u904e2.2\u842c\u500b\u53c3\u8cfd\u9805\u76ee\u4e2d\u812b\u7a4e\u800c\u51fa\uff0c\u69ae\u7372\u5168\u570b\u7e3d\u6c7a\u8cfd\u4e00\u7b49\u734e\u3002<\/p>\n<p>5.\u00a0\u00a0<b>\u6d88\u8cbb\u5065\u5eb7\u3001\u65b0\u6750\u6599\u53ca\u8fb2\u696d\uff1a\u98db\u8f2a\u6548\u61c9\u7684\u50f9\u503c\u5916\u6ea2\u8207\u6230\u7565\u5ef6\u4f38<\/b><\/p>\n<p>\u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u98db\u8f2a\u7cfb\u7d71\u5728\u85e5\u7269\u7814\u767c\u9a57\u8b49\u6210\u529f\uff0c\u6838\u5fc3\u80fd\u529b\u6b63\u5411\u6d88\u8cbb\u5065\u5eb7\u3001\u65b0\u6750\u6599\u7b49\u8cfd\u9053\u52a0\u901f\u5916\u6ea2\uff0c\u5be6\u73fe\u5f9e\u80fd\u529b\u5fa9\u5236\u5230\u6230\u7565\u62d3\u5c55\u7684\u8de8\u884c\u696d\u8ce6\u80fd\u5347\u7d1a\u3002<\/p>\n<p class=\"prnml40\">1)<b>\u00a0\u9032\u8ecd\u6d88\u8cbb\u5065\u5eb7\u9818\u57df\uff1a<\/b>\u96c6\u5718\u81ea\u7814\u7684\u5169\u6b3e\u91dd\u5c0d\u751f\u767c\u56fa\u767c\u9700\u6c42\u7684\u5275\u65b0\u5916\u7528\u5206\u5b50\uff0c\u5747\u5df2\u5b8c\u6210 INCI \u6ce8\u518a\uff0c\u5176\u806f\u7528\u914d\u65b9\u7522\u54c1 Groland \u5df2\u5728 FDA \u5b8c\u6210\u5316\u599d\u54c1\u8a2d\u65bd\u6ce8\u518a\u548c\u7522\u54c1\u5217\u540d\u3002\u8a72\u7522\u54c1\u76ee\u524d\u4f4d\u5217\u5929\u8c93\u570b\u969b\u540c\u985e\u7522\u54c1\u65b0\u54c1\u699c\u9996\u4f4d\uff0c\u4e26\u7372\u591a\u5bb6\u9802\u5c16\u6642\u5c1a\u5a92\u9ad4\u7684\u5831\u9053\u3002<br \/>2)<b>\u00a0\u5f15\u9818\u5149\u4f0f\u7814\u767c\u8303\u5f0f\u8b8a\u9769\uff1a<\/b>2026\u5e741\u6708\uff0c\u6211\u5011\u8207\u6676\u79d1\u80fd\u6e90\u5b50\u516c\u53f8\u7c3d\u7f72 AI+\u81ea\u52d5\u5316\u9ad8\u901a\u91cf\u758a\u5c64\u592a\u967d\u80fd\u96fb\u6c60\u7814\u767c\u6230\u7565\u5408\u4f5c\u5354\u8b70\uff0c\u5171\u5efa\u5168\u7403\u9996\u500b\u300cAI\u6c7a\u7b56-\u6a5f\u5668\u4eba\u57f7\u884c-\u6578\u64da\u53cd\u994b\u300d\u5168\u9589\u74b0\u758a\u5c64\u96fb\u6c60\u667a\u9020\u7dda\uff0c\u52a0\u901f\u5e03\u5c40\u9223\u9226\u7926\u758a\u5c64\u7b49\u4e0b\u4e00\u4ee3\u5149\u4f0f\u6280\u8853\u3002\u96d9\u65b9\u5f37\u5f37\u806f\u5408\uff0c\u9810\u8a08\u9223\u9226\u7926\u758a\u5c64\u96fb\u6c60\u6709\u671b\u5728\u672a\u4f86\u4e09\u5e74\u5de6\u53f3\u9081\u5411\u898f\u6a21\u5316\u91cf\u7522\uff0c\u96c6\u5718\u5c07\u6709\u6b0a\u7372\u5f97\u5546\u696d\u5316\u7684\u5171\u540c\u6536\u76ca\u3002<br \/>3)<b>\u00a0AI4S\u8ce6\u80fd\u8fb2\u696d\u9818\u57df\uff1a<\/b>\u00a0\u6211\u5011\u8207\u5408\u4f5c\u4f19\u4f34\u806f\u624b\u653b\u5805\uff0c\u5713\u6eff\u5b8c\u6210\u6578\u5343\u755d\u7684\u6cbb\u7406\u6548\u679c\u9a57\u8b49\uff0c\u6a39\u7acb\u5168\u7403\u8352\u6f20\u6cbb\u7406\u65b0\u6a19\u687f\u3002<\/p>\n<p><b>\u5546\u696d\u5316\u9032\u5c55\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u5e73\u53f0\u52e2\u80fd\u52a0\u901f\u91cb\u653e\uff0c\u9a45\u52d5\u898f\u6a21\u5316\u589e\u9577\u98db\u8f2a<\/b><\/p>\n<p>1.\u00a0<b>\u00a0\u85e5\u7269\u767c\u73fe\u89e3\u6c7a\u65b9\u6848\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u8ce6\u80fd\u65b0\u85e5\u7814\u767c\uff0c\u5e73\u53f0\u50f9\u503c\u6301\u7e8c\u91cb\u653e<\/b><\/p>\n<p>\u5831\u544a\u671f\u9593\uff0c\u85e5\u7269\u767c\u73fe\u89e3\u6c7a\u65b9\u6848\u696d\u52d9\u6536\u5165\u5927\u5e45\u589e\u9577\uff0c\u7531\u622a\u81f32024\u5e7412\u670831\u65e5\u6b62\u5e74\u5ea6\u7684\u4eba\u6c11\u5e63103.7\u767e\u842c\u5143\uff0c\u589e\u52a0418.9%\u81f3\u622a\u81f32025\u5e7412\u670831\u65e5\u6b62\u5e74\u5ea6\u7684\u4eba\u6c11\u5e63537.9\u767e\u842c\u5143\uff0c\u4e3b\u8981\u5f97\u76ca\u65bc\u696d\u52d9\u591a\u9ede\u958b\u82b1\uff1a1\uff09\u6297\u9ad4\u696d\u52d9\u7684\u8fc5\u731b\u589e\u9577\uff1b2\uff09\u670d\u52d9\u5408\u4f5c\u4f19\u4f34\u53ca\u5b75\u5316\u4f01\u696d\u7684\u5275\u65b0\u7ba1\u7dda\u53d6\u5f97\u591a\u9805\u9032\u5c55\uff0c\u9054\u5230\u968e\u6bb5\u6027\u4ea4\u4ed8\u88e1\u7a0b\u7891\u3002<\/p>\n<p class=\"prnml40\">1)<b>\u00a0\u91cd\u8981\u5546\u696d\u5316\u9032\u5c55\uff1a \u5f9e\u7ba1\u7dda\u670d\u52d9\u5230\u5e73\u53f0\u5408\u4f5c\uff0c\u958b\u555f\u5168\u7403\u50f9\u503c\u5171\u5275\u65b0\u7bc7\u7ae0<\/b><\/p>\n<p>\u4f9d\u6258\u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u5e73\u53f0\u7684\u5de5\u696d\u5316\u9a57\u8b49\u8207\u6301\u7e8c\u8fed\u4ee3\uff0c\u96c6\u5718\u5728\u5c0f\u5206\u5b50\u3001\u5927\u5206\u5b50\u53ca\u65b0\u578b\u85e5\u7269\u8cfd\u9053\u65ac\u7372\u591a\u9805\u9ad8\u50f9\u503c\u5408\u4f5c\uff0c\u5ba2\u6236\u8986\u84cb\u5168\u7403\u9802\u5c16\u85e5\u4f01\u8207\u751f\u7269\u79d1\u6280\u5148\u92d2\uff0c\u5546\u696d\u6a21\u5f0f\u5347\u7d1a\u70ba\u300c\u5e73\u53f0\u6388\u6b0a+\u806f\u5408\u958b\u767c+\u88e1\u7a0b\u7891\u6536\u76ca\u300d\uff0c\u70ba\u53ef\u6301\u7e8c\u589e\u9577\u5960\u5b9a\u5805\u5be6\u57fa\u790e\u3002<\/p>\n<ul type=\"disc\">\n<li><b>\u8207 DoveTree 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Lilly\uff09\u651c\u624b\u63a8\u9032\u7684\u5927\u5206\u5b50\u5e73\u53f0\u9805\u76ee\u9032\u5c55\u9806\u5229\u3002<\/b>\u5728\u5927\u5206\u5b50\u85e5\u7269\u7814\u767c\u9818\u57df\uff0c\u96d9\u65b9\u9054\u6210\u7e3d\u984d3.45\u5104\u7f8e\u5143\u7684\u591a\u9776\u9ede\u6230\u7565\u5408\u4f5c\u53ca\u5e73\u53f0\u6388\u6b0a\u5354\u8b70\u3002\u76ee\u524d\u9805\u76ee\u9032\u5c55\u9806\u5229\u3002<\/li>\n<li><b>\u62d3\u5c55AI\u591a\u80bd\u5e73\u53f0\u751f\u614b\uff0c\u6b65\u5165\u65b0\u578b\u85e5\u7269\u9818\u57df\u898f\u6a21\u5316\u5408\u4f5c\u65b0\u968e\u6bb5\u3002<\/b>\u96c6\u5718\u5c07\u5df2\u9a57\u8b49\u7684AI\u7814\u767c\u80fd\u529b\u62d3\u5c55\u81f3\u591a\u80bd\u7b49\u65b0\u578b\u85e5\u7269\u9818\u57df\uff0c\u81ea\u4e3b\u7814\u767c\u7684AI\u591a\u80bd\u7814\u767c\u5e73\u53f0PepiX\u2122\u7372\u5f97\u884c\u696d\u982d\u90e8\u4f19\u4f34\u7684\u9ad8\u5ea6\u8a8d\u53ef\uff0c\u5be6\u73fe\u591a\u500b\u5546\u696d\u5316\u88e1\u7a0b\u7891\u3002<\/li>\n<\/ul>\n<p class=\"prnml40\">2)\u00a0<b>AI\u5e73\u53f0\u8ce6\u80fd\u7ba1\u7dda\u9032\u5c55\uff1a\u8986\u84cb\u75be\u75c5\u9818\u57df\u5ee3\u95ca\uff0c\u95dc\u9375\u6280\u8853\u6210\u679c\u7372\u5f97\u9a57\u8b49<\/b><\/p>\n<p>\u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8ce6\u80fd\u5408\u4f5c\u4f19\u4f34\u53ca\u96c6\u5718\u5b75\u5316\u4f01\u696d\u7684\u591a\u689d\u5275\u65b0\u85e5\u7ba1\u7dda\u53d6\u5f97\u91cd\u8981\u9032\u5c55\uff0c\u8986\u84cb\u591a\u7a2e\u75be\u75c5\u9818\u57df\uff0c\u6211\u5011\u4ea6\u4eab\u6709\u7ba1\u7dda\u7684\u9577\u671f\u5546\u696d\u50f9\u503c\u8207\u767c\u5c55\u7d05\u5229\u3002<\/p>\n<ul type=\"disc\">\n<li><b>\u8ce6\u80fd\u5e0c\u683c\u751f\u79d1\u300cAI+\u985e\u5668\u5b98\u300d\u7ba1\u7dda\u63a5\u9023\u7a81\u7834\uff0c\u5168\u7403\u9996\u6b3e\u5f4c\u6f2b\u6027\u80c3\u764c\u9776\u5411\u85e5\u7269\u81e8\u5e8a\u9032\u5c55\u9806\u5229\u3002<\/b>\u8207\u5b75\u5316\u516c\u53f8\u5e0c\u683c\u751f\u79d1\u5408\u4f5c\u958b\u767c\u7684\u5019\u9078\u85e5\u7269 SIGX1094\uff0c\u6191\u501f\u300c\u985e\u5668\u5b98+AI\u300d\u7814\u767c\u6a21\u5f0f\uff0cI \u671f\u81e8\u5e8a\u986f\u793a\u5b89\u5168\u6027\u826f\u597d\u4e26\u51fa\u73fe\u85e5\u6548\uff0c200mg \u7d44\u4e00\u4f8b\u60a3\u8005\u75c5\u7076\u7e2e\u5c0f 20% \u4e26\u7de9\u89e3\u75c7\u72c0\u3002\u8a72\u7ba1\u7dda\u5df2\u7372 FDA \u5b64\u5152\u85e5\u53ca\u5feb\u901f\u901a\u9053\u8a8d\u5b9a\uff0c\u7372\u5f97\u84cb\u502b\u734e\u63d0\u540d\uff0c\u9810\u8a08 2026 \u5e74\u7b2c\u4e09\u5b63\u5ea6\u9032\u5165 II \u671f\u81e8\u5e8a\u3002\u64da\u5e02\u5834\u7814\u7a76\u6578\u64da\uff0c \u5c0d\u61c9\u665a\u671f\u9776\u5411\u6cbb\u7642\u5e02\u5834\u898f\u6a21\u8d85\u6578\u5341\u5104\u7f8e\u5143\u3002<\/li>\n<li>\u96d9\u65b9\u5408\u4f5c\u7684\u7b2c\u4e8c\u689d\u7ba1\u7dda\u3001\u91dd\u5c0d\u5be6\u9ad4\u7624\u7684\u6f5b\u5728\u9996\u5275\u65b0\u85e5\u6cdb TEAD \u6291\u5236\u5291 SIGX2649 \u5df2\u5b8c\u6210\u81e8\u5e8a\u524d\u7814\u7a76\uff0c\u5373\u5c07\u5411\u4e2d\u7f8e\u63d0\u4ea4 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\u91dd\u5c0d\u76f8\u95dc\u9069\u61c9\u75c7\u7684 IND \u6279\u4ef6\u3002\u8207\u6b64\u540c\u6642\uff0cMETA 10-TILs \u53ca\u591a\u689d\u5be6\u9ad4\u7624 CAR-T \u7ba1\u7dda\u5df2\u9032\u5165 IIT \u81e8\u5e8a\u968e\u6bb5\uff0c\u4e2d\u7f8e\u591a\u9805\u7533\u5831\u540c\u6b65\u63a8\u9032\u3002\u5e02\u5834\u7814\u7a76\u6a5f\u69cb\u9810\u8a08\uff0c\u5230 2030 \u5e74\uff0c\u5168\u7403 CAR-T \u7d30\u80de\u7642\u6cd5\u5e02\u5834\u5c07\u9054\u5230 218 \u5104\u7f8e\u5143\u3002\u96c6\u5718\u8207\u840a\u8292\u751f\u7269\u6df1\u5ea6\u5354\u540c\uff0c\u651c\u624b\u5171\u4eab\u7814\u767c\u6210\u679c\u8f49\u5316\u7684\u5546\u696d\u50f9\u503c\u3002<\/li>\n<li><b>\u5b75\u5316\u4f01\u696d\u5291\u6cf0\u79d1\u6280\u6301\u7e8c\u6df1\u5316 AI \u9a45\u52d5\u85e5\u7269\u7814\u767c\u9ad4\u7cfb\u3002<\/b>2025\u5e74\uff0c\u5291\u6cf0\u79d1\u6280\u63a8\u51fa\u5168\u7403\u9996\u500b AI \u7d0d\u7c73\u905e\u9001\u5e73\u53f0 NanoForge\uff0c\u5efa\u6210\u5343\u842c\u7d1a LNP 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\u6bd2\u6027\u4f4e\u3001\u5b89\u5168\u6027\u9ad8\uff0c\u53ef\u7a7f\u900f\u8840\u8166\u5c4f\u969c\u6291\u5236\u816b\u7624\u751f\u9577\uff0c\u5c55\u73fe\u8166\u764c\u6cbb\u7642\u6f5b\u529b\u53ca\u6f5b\u5728\u540c\u985e\u6700\u4f73\u6548\u679c\uff0c\u4e26\u5df2\u7372\u6fb3\u5927\u5229\u4e9e\u548c\u4e2d\u570b\u53f0\u7063\u81e8\u5e8a\u8a66\u9a57\u6279\u51c6\u9032\u5165 I \u671f\uff0c\u96c6\u5718\u5728\u8a72\u7ba1\u7dda\u4e0a\u4eab\u6709\u672a\u4f86\u81e8\u5e8a\u88e1\u7a0b\u7891\u7d93\u6fdf\u6b0a\u76ca\u3002<\/li>\n<li><b>\u8ce6\u80fdReviR\u6eaa\u792b\u79d1\u6280\uff0cAI\u9a45\u52d5\u7f55\u898b\u75c5\u65b0\u85e5\u7814\u767c\u5be6\u73fe\u88e1\u7a0b\u7891\u8de8\u8d8a\u3002<\/b>\u5831\u544a\u671f\u5167\uff0cRTX-117 \u4f5c\u70ba\u570b\u5167\u9996\u6b3e CMT 1 \u985e\u5275\u65b0\u85e5\u5be6\u73fe\u4e2d\u7f8e\u81e8\u5e8a\u300c\u96d9\u5831\u96d9\u6279\u300d\u4e26\u7372 FDA \u5b64\u5152\u85e5\u8cc7\u683c\uff0c\u4e14\u65bc 2026 \u5e74\u76f8\u7e7c\u7372 NMPA \u6279\u51c6\u958b\u5c55 VWM \u81e8\u5e8a\u4e26\u555f\u52d5 I \u671f\u8a66\u9a57\u3002\u8a72\u5c0f\u5206\u5b50\u85e5\u7269\u5177\u5099\u8840\u8166\u5c4f\u969c\u7a7f\u900f\u80fd\u529b\uff0c\u901a\u904e\u8abf\u63a7 ISR \u901a\u8def\u767c\u63ee\u7642\u6548\uff0c\u672a\u4f86\u6709\u671b\u62d3\u5c55\u81f3\u795e\u7d93\u9000\u884c\u6027\u75be\u75c5\u5e02\u5834\u3002\u96c6\u5718\u5c07\u7372\u5f97\u88e1\u7a0b\u7891\u4ed8\u6b3e\u53ca\u8a72\u85e5\u7269\u9577\u671f\u7d93\u6fdf\u6b0a\u76ca\u3002<\/li>\n<li><b>\u6211\u5011\u8207\u67d0\u9818\u5148\u751f\u7269\u5236\u85e5\u516c\u53f8\u7684\u5408\u4f5c\u95dc\u7cfb\u6301\u7e8c\u6df1\u5316\u4e26\u53d6\u5f97\u7a4d\u6975\u6210\u679c\u3002<\/b>\u96d9\u65b9\u65bc 2025 \u5e74\u524d\u9054\u6210\u7684\u4e09\u9805\u65b0\u85e5\u7814\u767c\u5408\u4f5c\u4e2d\uff0c\u5169\u9805\u5df2\u9032\u5165 IND-enabling\uff0c\u53e6\u4e00\u9805\u9810\u8a08 2026 \u5e74\u4e0a\u534a\u5e74\u555f\u52d5\uff0c\u5f70\u986f\u6211\u65b9\u5e73\u53f0\u9ad8\u6548\u8f49\u5316\u80fd\u529b\u8207\u6301\u7e8c\u8f38\u51fa\u9ad8\u8cea\u91cf\u7ba1\u7dda\u7684\u5be6\u529b\uff0c\u4e26\u5c07\u70ba\u96c6\u5718\u5e36\u4f86\u53ef\u89c0\u5f8c\u671f\u6536\u76ca\u3002<\/li>\n<li><b>\u8ce6\u80fd\u67d0\u9818\u5148\u751f\u7269\u5236\u85e5\u516c\u53f8\u6df1\u8015\u514d\u75ab\u4ee3\u8b1d\u9818\u57df\u5275\u65b0\u85e5\u7814\u767c\u3002<\/b>\u5831\u544a\u671f\u5167\uff0c\u96d9\u65b9\u5408\u4f5c\u958b\u767c\u7684META-001-PH \u7372 FDA \u5b64\u5152\u85e5\u53ca\u5152\u7ae5\u7f55\u898b\u75c5\u8cc7\u683c\u8a8d\u5b9a\uff0cMP-5342 \u9032\u5165 IND-enabling \u968e\u6bb5\u4e26\u5c55\u73fe\u8d85 600 \u500d\u5b89\u5168\u7a97\u53e3\u53ca\u986f\u8457\u6297\u708e\u6548\u679c\uff0c\u6709\u671b\u586b\u88dc LDH 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type=\"disc\">\n<li>\u5411\u5168\u7403\u5316\u5de5\u5de8\u982d\u5df4\u65af\u592b\u4ea4\u4ed8\u914d\u65b9\u7a69\u5b9a\u6027\u6e2c\u8a66\u667a\u80fd\u5de5\u4f5c\u7ad9<\/li>\n<li>\u5411\u7e3d\u90e8\u4f4d\u65bc\u5370\u7b2c\u5b89\u7d0d\u6ce2\u5229\u65af\u7684\u5168\u7403\u9818\u5148\u5236\u85e5\u516c\u53f8\u4ea4\u4ed8NeoDispenser\u667a\u80fd\u5fae\u91cf\u7c89\u672b\u5206\u88dd\u7cfb\u7d71\u3001\u667a\u80fd\u5316\u5408\u7269\u7ba1\u7406\u7cfb\u7d71<\/li>\n<li>\u8207\u570b\u5167\u67d0\u592e\u4f01\u7c3d\u7f72\u5343\u842c\u7d1a\u4eba\u6c11\u5e63\u5408\u4f5c\uff0c\u63d0\u4f9b\u65b0\u578b\u50ac\u5316\u6750\u6599\u7814\u767c\u667a\u80fd\u5316\u9ad8\u901a\u91cf\u5e73\u53f0<\/li>\n<li>\u8207\u7f85\u6c0f\u7c3d\u7f72\u767e\u842c\u7d1a\u4eba\u6c11\u5e63\u5408\u4f5c\uff0c\u4ea4\u4ed8\u667a\u80fd\u5316\u5408\u7269\u5009\u5132\u7cfb\u7d71<\/li>\n<li>\u8207\u8d6b\u529b\u6602\u7c3d\u7f72\u767e\u842c\u7d1a\u4eba\u6c11\u5e63\u5408\u4f5c\uff0c\u4ea4\u4ed8\u667a\u80fd\u6a23\u54c1\u524d\u8655\u7406\u7cfb\u7d71<\/li>\n<li>\u8207\u97d3\u570b\u85e5\u4f01JW 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Multi-Agent\u300d\u70ba\u6838\u5fc3\uff0c\u6253\u9020\u5168\u6d41\u7a0b\u667a\u80fd\u5316\u7814\u767c\u670d\u52d9\u80fd\u529b\uff0c\u8986\u84cb\u5f9e\u539f\u6599\u9810\u5224\u3001\u53ef\u5408\u6210\u6027\u9810\u6e2c\u3001\u5230\u9ad8\u901a\u91cf\u7be9\u9078\u3001\u5206\u96e2\u7d14\u5316\u7b49\u95dc\u9375\u74b0\u7bc0\u53ca\u5206\u5b50\u6676\u578b\u9810\u6e2c\u3001\u7d50\u6676\u5de5\u85dd\u7814\u7a76\u7b49\u589e\u503c\u670d\u52d9\uff1b\u4e26\u901a\u904e VAST Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u63d0\u4f9b\u5feb\u901f\u4ea4\u4ed8\u3001\u5b9a\u5236\u5316\u5408\u6210\u670d\u52d9\u30022025 \u5e74\uff0c\u96c6\u5718\u6210\u529f\u62d3\u5c55\u591a\u5bb6\u5927\u578b\u5236\u85e5\u4f01\u696d\uff0c\u6838\u5fc3 AI \u6a21\u578b\u5728\u5be6\u969b\u9805\u76ee\u4e2d\u53cd\u61c9\u6210\u529f\u7387\u8d85\u904e 85%\uff0c\u6574\u9ad4\u670d\u52d9\u5fa9\u8cfc\u7387\u8d85\u904e 75%\uff0c\u5716\u8b5c\u5206\u6790\u8207\u9ad8\u901a\u91cf\u689d\u4ef6\u63a8\u85a6\u7b49\u6280\u8853\u843d\u5730\u591a\u500b\u5ba2\u6236\u6848\u4f8b\u4e26\u7372\u9ad8\u5ea6\u8a8d\u53ef\u3002\u672a\u4f86\uff0cAI4S \u667a\u80fd\u670d\u52d9\u5e73\u53f0\u53ef\u5ee3\u6cdb\u8ce6\u80fd\u91ab\u85e5\u3001\u5316\u5b78\u3001\u5316\u5de5\u3001\u65b0\u6750\u6599\u3001\u65b0\u80fd\u6e90\u7b49\u9818\u57df\uff0c\u5e02\u5834\u7a7a\u9593\u9054\u842c\u5104\u7f8e\u5143\u3002<\/p>\n<p><b>3.\u00a0 \u6301\u7e8c\u6574\u5408\u8de8\u570b\u4e26\u8cfc\u6a19\u7684<\/b><\/p>\n<p>2026\u5e743\u6708\uff0c\u5229\u7269\u6d66\u5e02\u5e02\u9577 Steve Rotherham \u6b61\u8fce\u6676\u6cf0\u79d1\u6280\u9ad8\u5c64\u5230\u8a2a\uff0c\u96c6\u5718\u81ea 2025 \u5e74\u6536\u8cfc LCC \u4e26\u6210\u7acb LCC Technologies Ltd. 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class=\"prnbcc\">\n<tbody>\n<tr>\n<td class=\"prngen2\" colspan=\"1\" rowspan=\"1\">\n<p class=\"prnml4\"><span class=\"prnews_span\"><sup>[1]<\/sup>\u00a0\u73fe\u91d1\u4f59\u984d\u5305\u62ec\u622a\u81f32025\u5e7412\u670831\u65e5\u7684\u73fe\u91d1\u53ca\u73fe\u91d1\u7b49\u50f9\u7269\u3001\u9280\u884c\u5b58\u6b3e\u3001\u6309\u516c\u5141\u50f9\u503c\u8a08\u5165\u640d\u76ca\u7684\u91d1\u878d\u8cc7\u7522\u7684\u6d41\u52d5\u90e8\u5206\u4ee5\u53ca\u53d7\u9650\u73fe\u91d1\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td class=\"prngen2\" colspan=\"1\" rowspan=\"1\">\n<p class=\"prnml4\"><span class=\"prnews_span\"><sup>[2]<\/sup>\u00a0\u4e0d\u5305\u62ec\u4e0a\u6d77\u56db\u7dad\u91ab\u5b78\u79d1\u6280\u6709\u9650\u516c\u53f8\u7684\u5ba2\u6236\u6578\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td class=\"prngen2\" colspan=\"1\" rowspan=\"1\">\n<p class=\"prnml4\"><span class=\"prnews_span\"><sup>[3]<\/sup> 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Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u53ca\u6a5f\u5668\u4eba\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u5be6\u73fe\u5f9e\u91c7\u8cfc\u6c7a\u7b56\u5230\u5be6\u9a57\u57f7\u884c\u3001\u53cd\u61c9\u512a\u5316\u548c\u6578\u64da\u7ba1\u7406\u7684\u5168\u6d41\u7a0b\u81ea\u4e3b\u6c7a\u7b56\u3002\u76ee\u524d\u667a\u80fd\u9ad4\u6bcf\u5468\u7368\u7acb\u81ea\u4e3b\u63a8\u9032\u4e0a\u842c\u6b21\u5316\u5408\u7269\u5408\u6210\u5be6\u9a57\uff0c\u986f\u8457\u63d0\u5347\u901a\u91cf\u8207\u6578\u64da\u7a4d\u7d2f\u6548\u7387\uff0c\u5f62\u6210\u5f9e\u5c0f\u5206\u5b50\u8a2d\u8a08-\u9ad8\u901a\u91cf\u81ea\u52d5\u5316\u5408\u6210-\u6578\u64da\u9589\u74b0\u7684\u7814\u767c\u9ad4\u7cfb\u3002 2) \u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8207\u67d0\u570b\u969b\u982d\u90e8\u85e5\u4f01\u5408\u4f5c\u90e8\u7f72\u81ea\u4e3b\u689d\u4ef6\u7be9\u9078\u7cfb\u7d71\uff0c\u6574\u5408 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\u667a\u80fd\u670d\u52d9\uff1a\u5168\u6d41\u7a0b\u667a\u80fd\u5e73\u53f0\u9a45\u52d5\u5546\u696d\u5316\u52a0\u901f AI4S \u667a\u80fd\u670d\u52d9\uff0c\u4ee5\u300cAI \u6a21\u578b + \u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4 + Multi-Agent\u300d\u70ba\u6838\u5fc3\uff0c\u6253\u9020\u5168\u6d41\u7a0b\u667a\u80fd\u5316\u7814\u767c\u670d\u52d9\u80fd\u529b\uff0c\u8986\u84cb\u5f9e\u539f\u6599\u9810\u5224\u3001\u53ef\u5408\u6210\u6027\u9810\u6e2c\u3001\u5230\u9ad8\u901a\u91cf\u7be9\u9078\u3001\u5206\u96e2\u7d14\u5316\u7b49\u95dc\u9375\u74b0\u7bc0\u53ca\u5206\u5b50\u6676\u578b\u9810\u6e2c\u3001\u7d50\u6676\u5de5\u85dd\u7814\u7a76\u7b49\u589e\u503c\u670d\u52d9\uff1b\u4e26\u901a\u904e VAST Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u63d0\u4f9b\u5feb\u901f\u4ea4\u4ed8\u3001\u5b9a\u5236\u5316\u5408\u6210\u670d\u52d9\u30022025 \u5e74\uff0c\u96c6\u5718\u6210\u529f\u62d3\u5c55\u591a\u5bb6\u5927\u578b\u5236\u85e5\u4f01\u696d\uff0c\u6838\u5fc3 AI \u6a21\u578b\u5728\u5be6\u969b\u9805\u76ee\u4e2d\u53cd\u61c9\u6210\u529f\u7387\u8d85\u904e 85%\uff0c\u6574\u9ad4\u670d\u52d9\u5fa9\u8cfc\u7387\u8d85\u904e 75%\uff0c\u5716\u8b5c\u5206\u6790\u8207\u9ad8\u901a\u91cf\u689d\u4ef6\u63a8\u85a6\u7b49\u6280\u8853\u843d\u5730\u591a\u500b\u5ba2\u6236\u6848\u4f8b\u4e26\u7372\u9ad8\u5ea6\u8a8d\u53ef\u3002\u672a\u4f86\uff0cAI4S \u667a\u80fd\u670d\u52d9\u5e73\u53f0\u53ef\u5ee3\u6cdb\u8ce6\u80fd\u91ab\u85e5\u3001\u5316\u5b78\u3001\u5316\u5de5\u3001\u65b0\u6750\u6599\u3001\u65b0\u80fd\u6e90\u7b49\u9818\u57df\uff0c\u5e02\u5834\u7a7a\u9593\u9054\u842c\u5104\u7f8e\u5143\u3002 3.\u00a0 \u6301\u7e8c\u6574\u5408\u8de8\u570b\u4e26\u8cfc\u6a19\u7684 2026\u5e743\u6708\uff0c\u5229\u7269\u6d66\u5e02\u5e02\u9577 Steve Rotherham \u6b61\u8fce\u6676\u6cf0\u79d1\u6280\u9ad8\u5c64\u5230\u8a2a\uff0c\u96c6\u5718\u81ea 2025 \u5e74\u6536\u8cfc LCC \u4e26\u6210\u7acb LCC Technologies Ltd. \u4ee5\u4f86\uff0c\u6301\u7e8c\u6df1\u5316\u672c\u5730\u5408\u4f5c\uff0c\u4e26\u8207\u5e02\u653f\u53ca\u5275\u65b0\u5408\u4f5c\u4f19\u4f34\u8a0e\u8ad6\u79d1\u5b78\u4eba\u624d\u3001\u5be6\u9a57\u5ba4\u548c\u958b\u767c\u7528\u5730\u8cc7\u6e90\u7b49\u512a\u52e2\u3002\u6536\u8cfc LCC \u5f8c\uff0c\u6676\u6cf0\u79d1\u6280\u6574\u5408\u5176 PACE\u2122 \u81ea\u52d5\u5316\u624b\u6027\u5316\u5b78\u5e73\u53f0\u8207 AI+\u6a5f\u5668\u4eba\u7814\u767c\u9ad4\u7cfb\uff0c\u6301\u7e8c\u63a8\u9032\u6280\u8853\u5347\u7d1a\u3001\u64f4\u5927\u81ea\u52d5\u5316\u5408\u6210\u7522\u80fd\uff0c\u4e26\u652f\u6301\u6578\u64da\u9a45\u52d5\u85e5\u7269\u767c\u73fe\u3002 \u524d\u666f\u8207\u5c55\u671b \u6676\u6cf0\u901a\u904e\u300cAI + \u6a5f\u5668\u4eba + Multi-Agent\u300d\u7814\u767c\u98db\u8f2a\uff0c\u5728\u751f\u7269\u91ab\u85e5\u548c\u65b0\u6750\u6599\u7b49\u9818\u57df\u5be6\u73fe\u6280\u8853\u9a57\u8b49\u8207\u5546\u696d\u5316\u843d\u5730\uff0c\u4e26\u9996\u6b21\u5e74\u5ea6\u76c8\u5229\uff0c\u6a19\u5fd7\u5e73\u53f0\u50f9\u503c\u9081\u5165\u65b0\u968e\u6bb5\u3002\u672a\u4f86\uff0c\u96c6\u5718\u5c07\u6301\u7e8c\u8fed\u4ee3\u98db\u8f2a\u6548\u61c9\uff0c\u901a\u904e\u4ee5200+ \u5168\u93c8\u8def AI \u6a21\u578b\u3001\u9ad8\u901a\u91cf\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u53ca\u898f\u6a21\u5316 AI Agent 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Science\uff08AI4S\uff09\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u300d\uff0c\u8a72\u696d\u52d9\u5305\u542b\u300cAI4S\u667a\u80fd\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u300d\u8207\u300cAI4S\u667a\u80fd\u670d\u52d9\u300d\u5169\u5927\u677f\u584a\u3002            \u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=421035\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6676\u6cf0\u63a7\u80a1\u767c\u5e03 2025 \u5e74\u5e74\u5ea6\u696d\u7e3e\u5831\u544a - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"\u9999\u6e2f2026\u5e743\u670825\u65e5 \/\u7f8e\u901a\u793e\/ -- \u8ca1\u52d9\u4eae\u9ede\uff1a   2025 \u5e74\u96c6\u5718\u5be6\u73fe\u71df\u696d\u6536\u5165\u4eba\u6c11\u5e63 802.6 \u767e\u842c\u5143\uff0c\u540c\u6bd4\u589e\u9577 201.2%\u3002  2025 \u5e74\u5e74\u5167\u5229\u6f64\u4eba\u6c11\u5e63 134.6 \u767e\u842c\u5143\uff0c\u7d93\u8abf\u6574\u5229\u6f64\u6de8\u984d\u4eba\u6c11\u5e63 258.2 \u767e\u842c\u5143\uff0c\u9996\u6b21\u5be6\u73fe\u5e74\u5ea6\u76c8\u5229\uff0c\u4e5f\u6210\u70baAI for Science (AI4S) \u9818\u57df\u9996\u5bb6\u76c8\u5229\u7684\u6e2f\u80a1\u4e0a\u5e02\u516c\u53f8\u3002  \u622a\u81f32025\u5e7412\u670831\u65e5\u96c6\u5718\u73fe\u91d1\u4f59\u984d\u5408\u8a08\u4eba\u6c11\u5e637,068.6\u767e\u842c\u5143\uff0c2026\u5e74\u96c6\u5718\u65b0\u767c\u53ef\u8f49\u50b5\u6de8\u984d\u4eba\u6c11\u5e632,536.8\u767e\u842c\u5143\u3002  \u91cd\u8981\u696d\u52d9\u6210\u679c\uff1a   \u8ce6\u80fd\u53ca\u5b75\u53165+\u6b3e\u5168\u7403First-in-class\/best-in-class 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\u7814\u767c\u9032\u5c55\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u6df1\u5ea6\u878d\u5408\uff0c\u98db\u8f2a\u6548\u61c9\u91cd\u5851\u7814\u767c\u8303\u5f0f 1.\u00a0 Multi-Agent \u77e9\u9663\uff1a\u5316\u8eab\u667a\u80fd\u300c\u9805\u76ee\u7d93\u7406\u00a0\u300d\uff0c\u9a45\u52d5\u5168\u6d41\u7a0b\u81ea\u4e3b Multi-Agent \u4f5c\u70ba\u98db\u8f2a\u6838\u5fc3\u667a\u80fd\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u627f\u64d4\u7814\u767c\u76ee\u6a19\u81ea\u4e3b\u62c6\u89e3\u3001\u591a\u6a21\u578b\u5354\u540c\u8abf\u5ea6\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u9589\u74b0\u7ba1\u7406\u6838\u5fc3\u8077\u80fd\u3002\u57fa\u65bc\u81ea\u7814 AI \u6a21\u578b\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u8207\u6578\u64da\u8cc7\u7522\u7684\u5e95\u5c64\u80fd\u529b\uff0c\u96c6\u5718\u6b63\u5728\u6253\u9020\u5168\u93c8\u8def\u667a\u80fd\u9ad4\u9ad4\u7cfb\uff0c\u4e26\u5be6\u73fe\u4e86\u5167\u5916\u90e8\u5834\u666f\u6df1\u5ea6\u61c9\u7528\u3002 1) \u6211\u5011\u6b63\u5728\u69cb\u5efa\u8986\u84cb\u7814\u767c\u5168\u93c8\u8def\u7684 Agent \u7cfb\u7d71\uff0c\u6574\u5408 Agentic Genius\u3001X-buddy\u3001PatSight\u3001MolAgent\u3001Vast Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u53ca\u6a5f\u5668\u4eba\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u5be6\u73fe\u5f9e\u91c7\u8cfc\u6c7a\u7b56\u5230\u5be6\u9a57\u57f7\u884c\u3001\u53cd\u61c9\u512a\u5316\u548c\u6578\u64da\u7ba1\u7406\u7684\u5168\u6d41\u7a0b\u81ea\u4e3b\u6c7a\u7b56\u3002\u76ee\u524d\u667a\u80fd\u9ad4\u6bcf\u5468\u7368\u7acb\u81ea\u4e3b\u63a8\u9032\u4e0a\u842c\u6b21\u5316\u5408\u7269\u5408\u6210\u5be6\u9a57\uff0c\u986f\u8457\u63d0\u5347\u901a\u91cf\u8207\u6578\u64da\u7a4d\u7d2f\u6548\u7387\uff0c\u5f62\u6210\u5f9e\u5c0f\u5206\u5b50\u8a2d\u8a08-\u9ad8\u901a\u91cf\u81ea\u52d5\u5316\u5408\u6210-\u6578\u64da\u9589\u74b0\u7684\u7814\u767c\u9ad4\u7cfb\u3002 2) 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2) \u96c6\u5718\u81ea\u4e3b\u7814\u767c\u7684\u86cb\u767d\u85e5\u7269\u751f\u6210\u5f0f AI \u5e73\u53f0 XenProT\u2122 \u63a8\u51fa XMPNN \u9006\u6298\u758a\u7b97\u6cd5\uff0c\u6191\u501f\u9ad8\u8cea\u91cf\u6578\u64da\u8207\u7368\u6709\u9818\u57df\u77e5\u8b58\uff0c\u5728\u57fa\u65bc\u516c\u958b\u6578\u64da\u96c6\u7684\u6e2c\u8a66\u4e2d\u7d50\u679c\u8868\u73fe\u5168\u7403\u9818\u5148\uff0c\u4e26\u5728\u591a\u985e\u9ad8\u96e3\u5ea6\u7ba1\u7dda\u4e2d\u9a57\u8b49\u50f9\u503c\uff0c\u96d9\u6297\u8a2d\u8a08\u80fd\u529b\u7372\u570b\u969b\u85e5\u4f01\u8a8d\u53ef\u3002XtalFold\u00ae \u63a8\u51fa Ultra \u6a21\u5f0f\uff0c\u5c07\u6297\u539f-\u6297\u9ad4\u5fa9\u5408\u7269\u7d50\u69cb\u9810\u6e2c\u51c6\u78ba\u7387\u63d0\u5347\u7d04 10 \u500b\u767e\u5206\u9ede\uff0c\u4e26\u5165\u9078 WAIC\u300c\u4eba\u5de5\u667a\u80fd\u5341\u5927\u5275\u65b0\u6280\u8853\uff08\u7522\u54c1\uff09\u300d\u3002 3) 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2025\u5e74\uff0c\u96c6\u5718\u4ee5\u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u70ba\u6838\u5fc3\uff0c\u570d\u7e5e\u300c\u9328\u5b9aE3\u300d\u8207\u300c\u9328\u5b9a\u9776\u86cb\u767d\u300d\u96d9\u8def\u5f91\u69cb\u5efa\u5206\u5b50\u81a0\u958b\u767c\u9ad4\u7cfb\uff0c\u901a\u904eAI\u5b78\u7fd2\u86cb\u767d\u4e92\u4f5c\u4e26\u7d50\u5408\u8d85\u5927\u898f\u6a21\u5316\u5b78\u7a7a\u9593\u63a2\u7d22\u8207\u81ea\u52d5\u5316DMTA\u9589\u74b0\uff0c\u986f\u8457\u63d0\u5347\u7814\u767c\u6548\u7387\u3002\u5e73\u53f0\u5df2\u69cb\u5efa\u767e\u842c\u7d1a\u865b\u64ec\u8207\u591a\u6a23\u6027\u5be6\u9ad4\u5206\u5b50\u5eab\uff0c\u5728\u591a\u9776\u9ede\u7372\u5f97\u9ad8\u6d3b\u6027\u3001\u9ad8\u9078\u64c7\u6027\u4e14\u5177\u5c08\u5229\u65b0\u7a4e\u6027\u7684Hit\u5206\u5b50\uff0c\u4e26\u6301\u7e8c\u62d3\u5c55\u65b0\u9ad4\u7cfb\u53caDirect-to-Biology\u80fd\u529b\u3002  \u591a\u80bd\u5e73\u53f0PepiX\u2122\uff1a2025\u5e74\uff0c\u591a\u80bd\u5e73\u53f0 PepiX\u2122 \u878d\u5408\u751f\u6210\u5f0f AI \u5206\u5b50\u8a2d\u8a08\u3001\u81ea\u52d5\u5316\u5408\u6210\u3001\u842c\u5104\u7d1a\u80bd\u5eab\u8207\u9ad8\u901a\u91cf\u7be9\u9078\uff0c\u5efa\u7acb\u300cAI\u8a2d\u8a08\u2014\u5408\u6210\u9a57\u8b49\u300d\u9589\u74b0\u9ad4\u7cfb\uff0c\u5be6\u73fe\u591a\u80bd\u7814\u767c\u7684\u9ad8\u6548\u7387\u8207\u9ad8\u6210\u529f\u7387\u3002\u5e73\u53f0\u5efa\u62102000+\u975e\u5929\u7136\u6c28\u57fa\u9178\u55ae\u9ad4\u5eab\uff0c\u53e3\u670d\u80bd\u9810\u6e2c\u53caMHC-I\/II\u6297\u539f\u5448\u905e\u9810\u6e2c\u7cbe\u5ea6\u9054\u570b\u969b\u9818\u5148\uff0c\u4e26\u57282025AACR\u4eae\u76f8\u4e26\u65ac\u7372\u591a\u9805\u884c\u696d\u734e\u9805\u3002\u6838\u5fc3\u7ba1\u7dda\u63a8\u9032\u9806\u5229\uff0c\u591a\u80bd\u900f\u8166\u905e\u9001\u3001\u964d\u7cd6\u3001\u6e1b\u8102\u53ca\u964d\u5c3f\u9178\u9805\u76ee\u6301\u7e8c\u53d6\u5f97\u9032\u5c55\uff0c\u652f\u6490\u5f8c\u7e8c\u7533\u5831\u8207\u7522\u696d\u5316\u3002  \u6838\u9178\u5e73\u53f0Kodexia\u2122\uff1a2025\u5e74\uff0c\u96c6\u5718\u642d\u5efa\u5168\u7403\u9818\u5148\u7684 AI \u9a45\u52d5 siRNA \u5e8f\u5217\u767c\u73fe\u8207\u5316\u5b78\u4fee\u98fe\u5e73\u53f0\uff0c\u69cb\u5efa\u300c\u5e8f\u5217\u7be9\u9078\u2014\u4fee\u98fe\u512a\u5316\u2014\u529f\u80fd\u9a57\u8b49\u300d\u7aef\u5230\u7aef\u9589\u74b0\uff0c\u81ea\u7814\u6a21\u578b\u5be6\u73fe\u7cbe\u51c6\u5efa\u6a21\u4e26\u5728\u591a\u6578\u5834\u666f\u4e0b\u512a\u65bc Advanced ESC \u4fee\u98fe\u6a21\u5f0f\u3002\u8207\u6b64\u540c\u6642\uff0c\u96c6\u5718\u63a8\u9032\u9ad4\u5167\u85e5\u6548\u9810\u6e2c\u3001\u809d\u5916\u905e\u9001\u53ca\u96d9\u9776\u9ede siRNA \u5e73\u53f0\u5efa\u8a2d\uff0cmRNA2vec \u7a81\u7834\u6027\u7814\u7a76\u6210\u679c\u4eae\u76f8 2025 AAAI \u4e26\u986f\u8457\u63d0\u5347 mRNA \u5e8f\u5217\u8868\u9054\u8207\u7a69\u5b9a\u6027\u3002  \u865b\u64ec\u7d30\u80de\u5e73\u53f0\uff1a\u96c6\u5718\u65bc2025\u5e74\u6230\u7565\u5b75\u5316\u7121\u754c\u9032\u5316\uff0c\u5c08\u6ce8\u65bc\u5229\u7528\u751f\u7269\u5b78\u6578\u64da\u642d\u5efa\u865b\u64ec\u7d30\u80de\u5e73\u53f0\u3002\u76ee\u524d\uff0c\u7121\u754c\u9032\u5316\u5df2\u555f\u52d5\u65e9\u671f\u878d\u8cc7\u76f8\u95dc\u5de5\u4f5c\uff0c\u70ba\u4e0b\u4e00\u968e\u6bb5\u7814\u767c\u84c4\u529b\u3002  3.\u00a0 \u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4Physical AI\uff1a\u935b\u9020\u300c\u7cbe\u51c6\u96d9\u624b\u300d\uff0c\u91cd\u5851\u5be6\u9a57\u8303\u5f0f \u5831\u544a\u671f\u5167\uff0c\u6211\u5011\u6301\u7e8c\u63a8\u9032\u81ea\u52d5\u5316\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u7684\u6280\u8853\u653b\u5805\u8207\u6d41\u7a0b\u518d\u9020\u3002\u9748\u52d5\u52fa\u653b\u514b\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u96e3\u984c\uff0c\u4e26\u5df2\u7d93\u5f97\u5230\u4e86\u5168\u7403\u9802\u7d1a\u5ba2\u6236\u7684\u8a8d\u53ef\u3002\u5176\u6838\u5fc3\u6280\u8853\u8981\u9ede\u5982\u4e0b\uff1a 1)\u00a0\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\uff1a\u642d\u8f09\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\u4f86\u5be6\u6642\u5206\u6790\u7c89\u672b\u7279\u6027\uff0c\u5be6\u73fe\u5c0d\u4e0d\u540c\u985e\u578b\u7c89\u672b\u7684\u7cbe\u51c6\u8b58\u5225\u8207\u8655\u7406\u30022)\u00a0\u667a\u80fd\u6578\u64da\uff1a\u69cb\u5efa\u4e86\u5168\u9762\u7684\u7c89\u672b\u5c6c\u6027\u6578\u64da\u5eab\uff0c\u5177\u6709\u6975\u5f37\u5b78\u7fd2\u80fd\u529b\uff0c\u4e0d\u65b7\u512a\u5316\u7c89\u672b\u8655\u7406\u7b56\u7565\u30023)\u00a0\u7c89\u672b\u5206\u6790\u57fa\u5ea7\u5927\u6a21\u578b\uff1a\u5728\u591a\u6a23\u5316\u7c89\u672b\u6578\u64da\u96c6\u4e0a\u8a13\u7df4\u8abf\u512a\u7684\u5c08\u7528AI\u6a21\u578b\uff0c\u51c6\u78ba\u9810\u6e2c\u7c89\u672b\u7279\u6027\u548c\u884c\u70ba\u5206\u6790\u30024)\u00a0\u8207\u6a5f\u5668\u4eba\u7121\u7e2b\u9023\u63a5\uff1a\u8207\u7c89\u672b\u5206\u88dd\u7b49\u6a5f\u5668\u4eba\u7cfb\u7d71\u7121\u7e2b\u9023\u63a5\uff0c\u4e26\u6839\u64da\u8996\u89ba\u53cd\u994b\u8abf\u6574\u53c3\u6578\u548c\u63a7\u5236\u7b56\u7565\u3002 4.\u00a0 \u9ad8\u8cea\u91cf\u6578\u64da\u5206\u6790\u8207\u7a4d\u7d2f\uff1a\u70ba AI \u98db\u8f2a\u6301\u7e8c\u63d0\u4f9b\u300c\u71c3\u6599\u300d \u96c6\u5718\u5df2\u69cb\u5efa\u884c\u696d\u9818\u5148\u7684\u751f\u7269\u91ab\u85e5\u6578\u64da\u8cc7\u7522\u9ad4\u7cfb\u8207\u7814\u767c\u516c\u57df\u6578\u64da\u8981\u7d20\u5e73\u53f0\uff0c\u70ba\u98db\u8f2a\u904b\u8f49\u63d0\u4f9b\u5805\u5be6\u6578\u64da\u652f\u6490\uff1a 1)\u00a0\u591a\u6a21\u614b\u6578\u64da\u667a\u80fd\u6316\u6398\u5e95\u5ea7\uff1a \u591a\u6a21\u614b Layout \u6a21\u578b\u6587\u6a94\u8b58\u5225\u51c6\u78ba\u738795.3%\uff0c\u81ea\u7814 32B \u9818\u57df\u5927\u8a9e\u8a00\u6a21\u578b\u8d85\u8d8a GPT-4o\uff0c \u5be6\u73fe\u300c\u6578\u64da\u4e0d\u51fa\u57df\u300d\u8207\u6210\u672c\u96d9\u512a\uff0cOCSR \u5149\u5b78\u5316\u5b78\u7d50\u69cb\u8b58\u5225\u6a21\u578b\u9054\u884c\u696d SOTA \u6a19\u51c6\u30022)\u00a0\u5316\u5b78\u53cd\u61c9\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u642d\u5efa\u6578\u64da\u6316\u6398 Agent\uff0c\u5be6\u73fe\u53cd\u61c9\u6b65\u9a5f\u6578\u64da\u7cbe\u7d30\u63d0\u53d6\uff08\u8b58\u5225\u7cbe\u5ea6 &gt;95%\uff09\uff0c\u5df2\u7d50\u69cb\u5316\u6578\u5341\u842c\u7bc7\u5c08\u5229\uff0c\u69cb\u5efa\u6d77\u91cf\u9ad8\u8cea\u91cf\u53cd\u61c9\u6578\u64da\u652f\u6490 AI \u6a21\u578b\u8207\u6a5f\u5668\u4eba\u5be6\u9a57\u8a13\u7df4\u30023)\u00a0\u5927\u5206\u5b50\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u5efa\u6210\u6297\u9ad4\u6578\u64da\u6316\u6398 Agent\uff0c\u666e\u901a\u53ca VHH \u6297\u9ad4\u63d0\u53d6\u7cbe\u78ba\u7387 &gt; 99%\uff0c\u89aa\u548c\u529b\u8b58\u5225\u7cbe\u78ba\u7387 98%\uff1b\u69cb\u5efa\u5927\u898f\u6a21\u6c28\u57fa\u9178\u5e8f\u5217\u548c\u6297\u9ad4\u5c08\u5229\u6578\u64da\u5eab\uff0c\u5f62\u6210\u5805\u5be6\u751f\u7269\u6578\u64da\u8cc7\u7522\u58c1\u58d8\u3002 \u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u4ee5\u6578\u64da\u9a45\u52d5\u7684\u7814\u767c\u5275\u65b0\u80fd\u529b\u7372\u5f97\u570b\u5bb6\u7d1a\u8a8d\u53ef\u30022025\u5e74\uff0c\u96c6\u5718\u6191\u501f\u300cAI+\u81ea\u52d5\u5316\u6280\u8853\u8ce6\u80fd\u85e5\u7269\u7814\u767c\u6578\u64da\u8981\u7d20\u69cb\u5efa\u53ca\u61c9\u7528\u300d\u9805\u76ee\uff0c\u5728\u570b\u5bb6\u6578\u64da\u5c40\u4e3b\u8fa6\u7684\u300c\u6578\u64da\u8981\u7d20\u00d7\u300d\u5927\u8cfd\u5168\u570b\u7e3d\u6c7a\u8cfd\u4e2d\uff0c\u5f9e\u8d85\u904e2.2\u842c\u500b\u53c3\u8cfd\u9805\u76ee\u4e2d\u812b\u7a4e\u800c\u51fa\uff0c\u69ae\u7372\u5168\u570b\u7e3d\u6c7a\u8cfd\u4e00\u7b49\u734e\u3002 5.\u00a0\u00a0\u6d88\u8cbb\u5065\u5eb7\u3001\u65b0\u6750\u6599\u53ca\u8fb2\u696d\uff1a\u98db\u8f2a\u6548\u61c9\u7684\u50f9\u503c\u5916\u6ea2\u8207\u6230\u7565\u5ef6\u4f38 \u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u98db\u8f2a\u7cfb\u7d71\u5728\u85e5\u7269\u7814\u767c\u9a57\u8b49\u6210\u529f\uff0c\u6838\u5fc3\u80fd\u529b\u6b63\u5411\u6d88\u8cbb\u5065\u5eb7\u3001\u65b0\u6750\u6599\u7b49\u8cfd\u9053\u52a0\u901f\u5916\u6ea2\uff0c\u5be6\u73fe\u5f9e\u80fd\u529b\u5fa9\u5236\u5230\u6230\u7565\u62d3\u5c55\u7684\u8de8\u884c\u696d\u8ce6\u80fd\u5347\u7d1a\u3002 1)\u00a0\u9032\u8ecd\u6d88\u8cbb\u5065\u5eb7\u9818\u57df\uff1a\u96c6\u5718\u81ea\u7814\u7684\u5169\u6b3e\u91dd\u5c0d\u751f\u767c\u56fa\u767c\u9700\u6c42\u7684\u5275\u65b0\u5916\u7528\u5206\u5b50\uff0c\u5747\u5df2\u5b8c\u6210 INCI \u6ce8\u518a\uff0c\u5176\u806f\u7528\u914d\u65b9\u7522\u54c1 Groland \u5df2\u5728 FDA 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\u5546\u696d\u5316\u9032\u5c55\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u5e73\u53f0\u52e2\u80fd\u52a0\u901f\u91cb\u653e\uff0c\u9a45\u52d5\u898f\u6a21\u5316\u589e\u9577\u98db\u8f2a 1.\u00a0\u00a0\u85e5\u7269\u767c\u73fe\u89e3\u6c7a\u65b9\u6848\uff1aAI+\u6a5f\u5668\u4eba+Multi-Agent\u8ce6\u80fd\u65b0\u85e5\u7814\u767c\uff0c\u5e73\u53f0\u50f9\u503c\u6301\u7e8c\u91cb\u653e 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\u4f9d\u6258\u300cAI+\u6a5f\u5668\u4eba+Multi-Agent\u300d\u5e73\u53f0\u7684\u5de5\u696d\u5316\u9a57\u8b49\u8207\u6301\u7e8c\u8fed\u4ee3\uff0c\u96c6\u5718\u5728\u5c0f\u5206\u5b50\u3001\u5927\u5206\u5b50\u53ca\u65b0\u578b\u85e5\u7269\u8cfd\u9053\u65ac\u7372\u591a\u9805\u9ad8\u50f9\u503c\u5408\u4f5c\uff0c\u5ba2\u6236\u8986\u84cb\u5168\u7403\u9802\u5c16\u85e5\u4f01\u8207\u751f\u7269\u79d1\u6280\u5148\u92d2\uff0c\u5546\u696d\u6a21\u5f0f\u5347\u7d1a\u70ba\u300c\u5e73\u53f0\u6388\u6b0a+\u806f\u5408\u958b\u767c+\u88e1\u7a0b\u7891\u6536\u76ca\u300d\uff0c\u70ba\u53ef\u6301\u7e8c\u589e\u9577\u5960\u5b9a\u5805\u5be6\u57fa\u790e\u3002   \u8207 DoveTree \u5408\u4f5c\u9032\u5c55\u9806\u5229\uff0c\u6b63\u5728\u5171\u540c\u63a8\u9032\u7ba1\u7dda\u3002\u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8207 Gregory Verdine \u6559\u6388\u5275\u7acb\u7684 DoveTree 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name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u7f8e\u901a\u793e\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=421035#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=421035\"},\"author\":{\"name\":\"\u7f8e\u901a\u793e\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\"},\"headline\":\"\u6676\u6cf0\u63a7\u80a1\u767c\u5e03 2025 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Agent\u865b\u64ec\u5316\u5408\u7269\u5eab\u8207\u5408\u6210\u6a5f\u5668\u4eba\u53ca\u6a5f\u5668\u4eba\u8abf\u5ea6\u4e2d\u6a1e\uff0c\u5be6\u73fe\u5f9e\u91c7\u8cfc\u6c7a\u7b56\u5230\u5be6\u9a57\u57f7\u884c\u3001\u53cd\u61c9\u512a\u5316\u548c\u6578\u64da\u7ba1\u7406\u7684\u5168\u6d41\u7a0b\u81ea\u4e3b\u6c7a\u7b56\u3002\u76ee\u524d\u667a\u80fd\u9ad4\u6bcf\u5468\u7368\u7acb\u81ea\u4e3b\u63a8\u9032\u4e0a\u842c\u6b21\u5316\u5408\u7269\u5408\u6210\u5be6\u9a57\uff0c\u986f\u8457\u63d0\u5347\u901a\u91cf\u8207\u6578\u64da\u7a4d\u7d2f\u6548\u7387\uff0c\u5f62\u6210\u5f9e\u5c0f\u5206\u5b50\u8a2d\u8a08-\u9ad8\u901a\u91cf\u81ea\u52d5\u5316\u5408\u6210-\u6578\u64da\u9589\u74b0\u7684\u7814\u767c\u9ad4\u7cfb\u3002 2) \u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8207\u67d0\u570b\u969b\u982d\u90e8\u85e5\u4f01\u5408\u4f5c\u90e8\u7f72\u81ea\u4e3b\u689d\u4ef6\u7be9\u9078\u7cfb\u7d71\uff0c\u6574\u5408 Multi-Agent\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u8207\u5316\u5b78\u6a21\u578b\u80fd\u529b\uff0c\u5be6\u73fe\u5f9e AI \u689d\u4ef6\u63a8\u85a6\u3001\u53c3\u6578\u81ea\u4e3b\u8a2d\u8a08\u5230\u6a5f\u5668\u4eba\u9ad8\u901a\u91cf\u57f7\u884c\u8207\u5316\u5b78\u53cd\u61c9\u689d\u4ef6\u512a\u5316\u7684\u5168\u6d41\u7a0b\u9589\u74b0\u3002\u8a72\u7cfb\u7d71\u57fa\u65bc\u6578\u5341\u842c\u689d\u5be6\u9a57\u6578\u64da\u8a13\u7df4\uff0c\u652f\u6301\u81ea\u7136\u8a9e\u8a00\u4e0b\u9054\u7814\u767c\u76ee\u6a19\uff0c\u7531\u6a5f\u5668\u4eba\u7cbe\u51c6\u5b8c\u6210\u52a0\u6a23\u3001\u63a7\u6eab\u8207\u6aa2\u6e2c\uff0c\u986f\u8457\u63d0\u5347\u6578\u64da\u4e00\u81f4\u6027\u8207\u5be6\u9a57\u7a69\u5b9a\u6027\uff0c\u4e26\u70ba\u85e5\u4f01\u63d0\u4f9b\u53ef\u898f\u6a21\u5316\u5fa9\u5236\u7684\u667a\u80fd\u5316\u8f49\u578b\u65b9\u6848\u3002 2.\u00a0\u00a0AI\u6a21\u578b\uff1a\u592f\u5be6\u300c\u5c08\u5bb6\u5927\u8166 \u300d\uff0c\u62d3\u5c55\u65b0\u578b\u85e5\u7269\u5e73\u53f0 \u622a\u81f32025\u5e74\u5e95\uff0c\u96c6\u5718\u5df2\u7d2f\u8a08\u958b\u767c\u8d85200\u500b\u884c\u696dAI\u6a21\u578b\uff0c\u8986\u84cb\u5f9e\u9776\u9ede\u767c\u73fe\u5230\u81e8\u5e8a\u524d\u5019\u9078\u5316\u5408\u7269\u7be9\u9078\u7684\u5168\u93c8\u689d\u3002\u5831\u544a\u671f\u5167\uff0c\u6211\u5011\u7684AI\u6a21\u578b\u5728\u6df1\u5316\u6230\u7565\u5408\u4f5c\u3001\u6838\u5fc3\u6a21\u578b\u8fed\u4ee3\u3001\u65b0\u578b\u85e5\u7269\u5e73\u53f0\u62d3\u5c55\u4e0a\u53d6\u5f97\u7cfb\u7d71\u6027\u6210\u679c\uff1a 1) 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Agent\uff0c\u5be6\u73fe\u53cd\u61c9\u6b65\u9a5f\u6578\u64da\u7cbe\u7d30\u63d0\u53d6\uff08\u8b58\u5225\u7cbe\u5ea6 &gt;95%\uff09\uff0c\u5df2\u7d50\u69cb\u5316\u6578\u5341\u842c\u7bc7\u5c08\u5229\uff0c\u69cb\u5efa\u6d77\u91cf\u9ad8\u8cea\u91cf\u53cd\u61c9\u6578\u64da\u652f\u6490 AI \u6a21\u578b\u8207\u6a5f\u5668\u4eba\u5be6\u9a57\u8a13\u7df4\u30023)\u00a0\u5927\u5206\u5b50\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u5efa\u6210\u6297\u9ad4\u6578\u64da\u6316\u6398 Agent\uff0c\u666e\u901a\u53ca VHH \u6297\u9ad4\u63d0\u53d6\u7cbe\u78ba\u7387 &gt; 99%\uff0c\u89aa\u548c\u529b\u8b58\u5225\u7cbe\u78ba\u7387 98%\uff1b\u69cb\u5efa\u5927\u898f\u6a21\u6c28\u57fa\u9178\u5e8f\u5217\u548c\u6297\u9ad4\u5c08\u5229\u6578\u64da\u5eab\uff0c\u5f62\u6210\u5805\u5be6\u751f\u7269\u6578\u64da\u8cc7\u7522\u58c1\u58d8\u3002 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2)\u00a0AI\u5e73\u53f0\u8ce6\u80fd\u7ba1\u7dda\u9032\u5c55\uff1a\u8986\u84cb\u75be\u75c5\u9818\u57df\u5ee3\u95ca\uff0c\u95dc\u9375\u6280\u8853\u6210\u679c\u7372\u5f97\u9a57\u8b49 \u5831\u544a\u671f\u5167\uff0c\u96c6\u5718\u8ce6\u80fd\u5408\u4f5c\u4f19\u4f34\u53ca\u96c6\u5718\u5b75\u5316\u4f01\u696d\u7684\u591a\u689d\u5275\u65b0\u85e5\u7ba1\u7dda\u53d6\u5f97\u91cd\u8981\u9032\u5c55\uff0c\u8986\u84cb\u591a\u7a2e\u75be\u75c5\u9818\u57df\uff0c\u6211\u5011\u4ea6\u4eab\u6709\u7ba1\u7dda\u7684\u9577\u671f\u5546\u696d\u50f9\u503c\u8207\u767c\u5c55\u7d05\u5229\u3002 \u8ce6\u80fd\u5e0c\u683c\u751f\u79d1\u300cAI+\u985e\u5668\u5b98\u300d\u7ba1\u7dda\u63a5\u9023\u7a81\u7834\uff0c\u5168\u7403\u9996\u6b3e\u5f4c\u6f2b\u6027\u80c3\u764c\u9776\u5411\u85e5\u7269\u81e8\u5e8a\u9032\u5c55\u9806\u5229\u3002\u8207\u5b75\u5316\u516c\u53f8\u5e0c\u683c\u751f\u79d1\u5408\u4f5c\u958b\u767c\u7684\u5019\u9078\u85e5\u7269 SIGX1094\uff0c\u6191\u501f\u300c\u985e\u5668\u5b98+AI\u300d\u7814\u767c\u6a21\u5f0f\uff0cI 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1)\u00a0\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\uff1a\u642d\u8f09\u5148\u9032\u7684\u8996\u89ba\u611f\u77e5\u7b97\u6cd5\u4f86\u5be6\u6642\u5206\u6790\u7c89\u672b\u7279\u6027\uff0c\u5be6\u73fe\u5c0d\u4e0d\u540c\u985e\u578b\u7c89\u672b\u7684\u7cbe\u51c6\u8b58\u5225\u8207\u8655\u7406\u30022)\u00a0\u667a\u80fd\u6578\u64da\uff1a\u69cb\u5efa\u4e86\u5168\u9762\u7684\u7c89\u672b\u5c6c\u6027\u6578\u64da\u5eab\uff0c\u5177\u6709\u6975\u5f37\u5b78\u7fd2\u80fd\u529b\uff0c\u4e0d\u65b7\u512a\u5316\u7c89\u672b\u8655\u7406\u7b56\u7565\u30023)\u00a0\u7c89\u672b\u5206\u6790\u57fa\u5ea7\u5927\u6a21\u578b\uff1a\u5728\u591a\u6a23\u5316\u7c89\u672b\u6578\u64da\u96c6\u4e0a\u8a13\u7df4\u8abf\u512a\u7684\u5c08\u7528AI\u6a21\u578b\uff0c\u51c6\u78ba\u9810\u6e2c\u7c89\u672b\u7279\u6027\u548c\u884c\u70ba\u5206\u6790\u30024)\u00a0\u8207\u6a5f\u5668\u4eba\u7121\u7e2b\u9023\u63a5\uff1a\u8207\u7c89\u672b\u5206\u88dd\u7b49\u6a5f\u5668\u4eba\u7cfb\u7d71\u7121\u7e2b\u9023\u63a5\uff0c\u4e26\u6839\u64da\u8996\u89ba\u53cd\u994b\u8abf\u6574\u53c3\u6578\u548c\u63a7\u5236\u7b56\u7565\u3002 4.\u00a0 \u9ad8\u8cea\u91cf\u6578\u64da\u5206\u6790\u8207\u7a4d\u7d2f\uff1a\u70ba AI \u98db\u8f2a\u6301\u7e8c\u63d0\u4f9b\u300c\u71c3\u6599\u300d \u96c6\u5718\u5df2\u69cb\u5efa\u884c\u696d\u9818\u5148\u7684\u751f\u7269\u91ab\u85e5\u6578\u64da\u8cc7\u7522\u9ad4\u7cfb\u8207\u7814\u767c\u516c\u57df\u6578\u64da\u8981\u7d20\u5e73\u53f0\uff0c\u70ba\u98db\u8f2a\u904b\u8f49\u63d0\u4f9b\u5805\u5be6\u6578\u64da\u652f\u6490\uff1a 1)\u00a0\u591a\u6a21\u614b\u6578\u64da\u667a\u80fd\u6316\u6398\u5e95\u5ea7\uff1a \u591a\u6a21\u614b Layout \u6a21\u578b\u6587\u6a94\u8b58\u5225\u51c6\u78ba\u738795.3%\uff0c\u81ea\u7814 32B \u9818\u57df\u5927\u8a9e\u8a00\u6a21\u578b\u8d85\u8d8a GPT-4o\uff0c \u5be6\u73fe\u300c\u6578\u64da\u4e0d\u51fa\u57df\u300d\u8207\u6210\u672c\u96d9\u512a\uff0cOCSR \u5149\u5b78\u5316\u5b78\u7d50\u69cb\u8b58\u5225\u6a21\u578b\u9054\u884c\u696d SOTA \u6a19\u51c6\u30022)\u00a0\u5316\u5b78\u53cd\u61c9\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u642d\u5efa\u6578\u64da\u6316\u6398 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Science\uff08AI4S\uff09\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u300d\uff0c\u8a72\u696d\u52d9\u5305\u542b\u300cAI4S\u667a\u80fd\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u300d\u8207\u300cAI4S\u667a\u80fd\u670d\u52d9\u300d\u5169\u5927\u677f\u584a\u3002            \u00a0","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pingtungtimes.com.tw\/?p=421035","og_locale":"zh_TW","og_type":"article","og_title":"\u6676\u6cf0\u63a7\u80a1\u767c\u5e03 2025 \u5e74\u5e74\u5ea6\u696d\u7e3e\u5831\u544a - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","og_description":"\u9999\u6e2f2026\u5e743\u670825\u65e5 \/\u7f8e\u901a\u793e\/ -- \u8ca1\u52d9\u4eae\u9ede\uff1a   2025 \u5e74\u96c6\u5718\u5be6\u73fe\u71df\u696d\u6536\u5165\u4eba\u6c11\u5e63 802.6 \u767e\u842c\u5143\uff0c\u540c\u6bd4\u589e\u9577 201.2%\u3002  2025 \u5e74\u5e74\u5167\u5229\u6f64\u4eba\u6c11\u5e63 134.6 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4.\u00a0 \u9ad8\u8cea\u91cf\u6578\u64da\u5206\u6790\u8207\u7a4d\u7d2f\uff1a\u70ba AI \u98db\u8f2a\u6301\u7e8c\u63d0\u4f9b\u300c\u71c3\u6599\u300d \u96c6\u5718\u5df2\u69cb\u5efa\u884c\u696d\u9818\u5148\u7684\u751f\u7269\u91ab\u85e5\u6578\u64da\u8cc7\u7522\u9ad4\u7cfb\u8207\u7814\u767c\u516c\u57df\u6578\u64da\u8981\u7d20\u5e73\u53f0\uff0c\u70ba\u98db\u8f2a\u904b\u8f49\u63d0\u4f9b\u5805\u5be6\u6578\u64da\u652f\u6490\uff1a 1)\u00a0\u591a\u6a21\u614b\u6578\u64da\u667a\u80fd\u6316\u6398\u5e95\u5ea7\uff1a \u591a\u6a21\u614b Layout \u6a21\u578b\u6587\u6a94\u8b58\u5225\u51c6\u78ba\u738795.3%\uff0c\u81ea\u7814 32B \u9818\u57df\u5927\u8a9e\u8a00\u6a21\u578b\u8d85\u8d8a GPT-4o\uff0c \u5be6\u73fe\u300c\u6578\u64da\u4e0d\u51fa\u57df\u300d\u8207\u6210\u672c\u96d9\u512a\uff0cOCSR \u5149\u5b78\u5316\u5b78\u7d50\u69cb\u8b58\u5225\u6a21\u578b\u9054\u884c\u696d SOTA \u6a19\u51c6\u30022)\u00a0\u5316\u5b78\u53cd\u61c9\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u642d\u5efa\u6578\u64da\u6316\u6398 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Multi-Agent\u3001\u6a5f\u5668\u4eba\u5be6\u9a57\u5ba4\u8207\u5316\u5b78\u6a21\u578b\u80fd\u529b\uff0c\u5be6\u73fe\u5f9e AI \u689d\u4ef6\u63a8\u85a6\u3001\u53c3\u6578\u81ea\u4e3b\u8a2d\u8a08\u5230\u6a5f\u5668\u4eba\u9ad8\u901a\u91cf\u57f7\u884c\u8207\u5316\u5b78\u53cd\u61c9\u689d\u4ef6\u512a\u5316\u7684\u5168\u6d41\u7a0b\u9589\u74b0\u3002\u8a72\u7cfb\u7d71\u57fa\u65bc\u6578\u5341\u842c\u689d\u5be6\u9a57\u6578\u64da\u8a13\u7df4\uff0c\u652f\u6301\u81ea\u7136\u8a9e\u8a00\u4e0b\u9054\u7814\u767c\u76ee\u6a19\uff0c\u7531\u6a5f\u5668\u4eba\u7cbe\u51c6\u5b8c\u6210\u52a0\u6a23\u3001\u63a7\u6eab\u8207\u6aa2\u6e2c\uff0c\u986f\u8457\u63d0\u5347\u6578\u64da\u4e00\u81f4\u6027\u8207\u5be6\u9a57\u7a69\u5b9a\u6027\uff0c\u4e26\u70ba\u85e5\u4f01\u63d0\u4f9b\u53ef\u898f\u6a21\u5316\u5fa9\u5236\u7684\u667a\u80fd\u5316\u8f49\u578b\u65b9\u6848\u3002 2.\u00a0\u00a0AI\u6a21\u578b\uff1a\u592f\u5be6\u300c\u5c08\u5bb6\u5927\u8166 \u300d\uff0c\u62d3\u5c55\u65b0\u578b\u85e5\u7269\u5e73\u53f0 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2) \u96c6\u5718\u81ea\u4e3b\u7814\u767c\u7684\u86cb\u767d\u85e5\u7269\u751f\u6210\u5f0f AI \u5e73\u53f0 XenProT\u2122 \u63a8\u51fa XMPNN \u9006\u6298\u758a\u7b97\u6cd5\uff0c\u6191\u501f\u9ad8\u8cea\u91cf\u6578\u64da\u8207\u7368\u6709\u9818\u57df\u77e5\u8b58\uff0c\u5728\u57fa\u65bc\u516c\u958b\u6578\u64da\u96c6\u7684\u6e2c\u8a66\u4e2d\u7d50\u679c\u8868\u73fe\u5168\u7403\u9818\u5148\uff0c\u4e26\u5728\u591a\u985e\u9ad8\u96e3\u5ea6\u7ba1\u7dda\u4e2d\u9a57\u8b49\u50f9\u503c\uff0c\u96d9\u6297\u8a2d\u8a08\u80fd\u529b\u7372\u570b\u969b\u85e5\u4f01\u8a8d\u53ef\u3002XtalFold\u00ae \u63a8\u51fa Ultra \u6a21\u5f0f\uff0c\u5c07\u6297\u539f-\u6297\u9ad4\u5fa9\u5408\u7269\u7d50\u69cb\u9810\u6e2c\u51c6\u78ba\u7387\u63d0\u5347\u7d04 10 \u500b\u767e\u5206\u9ede\uff0c\u4e26\u5165\u9078 WAIC\u300c\u4eba\u5de5\u667a\u80fd\u5341\u5927\u5275\u65b0\u6280\u8853\uff08\u7522\u54c1\uff09\u300d\u3002 3) 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4.\u00a0 \u9ad8\u8cea\u91cf\u6578\u64da\u5206\u6790\u8207\u7a4d\u7d2f\uff1a\u70ba AI \u98db\u8f2a\u6301\u7e8c\u63d0\u4f9b\u300c\u71c3\u6599\u300d \u96c6\u5718\u5df2\u69cb\u5efa\u884c\u696d\u9818\u5148\u7684\u751f\u7269\u91ab\u85e5\u6578\u64da\u8cc7\u7522\u9ad4\u7cfb\u8207\u7814\u767c\u516c\u57df\u6578\u64da\u8981\u7d20\u5e73\u53f0\uff0c\u70ba\u98db\u8f2a\u904b\u8f49\u63d0\u4f9b\u5805\u5be6\u6578\u64da\u652f\u6490\uff1a 1)\u00a0\u591a\u6a21\u614b\u6578\u64da\u667a\u80fd\u6316\u6398\u5e95\u5ea7\uff1a \u591a\u6a21\u614b Layout \u6a21\u578b\u6587\u6a94\u8b58\u5225\u51c6\u78ba\u738795.3%\uff0c\u81ea\u7814 32B \u9818\u57df\u5927\u8a9e\u8a00\u6a21\u578b\u8d85\u8d8a GPT-4o\uff0c \u5be6\u73fe\u300c\u6578\u64da\u4e0d\u51fa\u57df\u300d\u8207\u6210\u672c\u96d9\u512a\uff0cOCSR \u5149\u5b78\u5316\u5b78\u7d50\u69cb\u8b58\u5225\u6a21\u578b\u9054\u884c\u696d SOTA \u6a19\u51c6\u30022)\u00a0\u5316\u5b78\u53cd\u61c9\u9ad8\u8cea\u91cf\u6578\u64da\u5e73\u53f0\uff1a\u642d\u5efa\u6578\u64da\u6316\u6398 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