{"id":2389,"date":"2025-03-28T09:35:07","date_gmt":"2025-03-28T08:35:07","guid":{"rendered":"https:\/\/www.oldpharma.it\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%9c%a8%e5%88%b6%e8%8d%af%e8%a1%8c%e4%b8%9a%e7%9a%84%e5%ba%94%e7%94%a8%ef%bc%9a%e9%87%8a%e6%94%be%e5%bd%93%e5%89%8d%e4%bb%b7%e5%80%bc%ef%bc%8c%e5%a1%91%e9%80%a0\/"},"modified":"2025-03-28T09:36:37","modified_gmt":"2025-03-28T08:36:37","slug":"cn-artificial-intelligence-in-the-pharmaceutical-industry-unlocking-present-value-and-shaping-the-future","status":"publish","type":"post","link":"https:\/\/www.oldpharma.it\/zh-hant\/cn-artificial-intelligence-in-the-pharmaceutical-industry-unlocking-present-value-and-shaping-the-future\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u5728\u5236\u836f\u884c\u4e1a\u7684\u5e94\u7528\uff1a\u91ca\u653e\u5f53\u524d\u4ef7\u503c\uff0c\u5851\u9020\u672a\u6765\u84dd\u56fe"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5236\u836f\u884c\u4e1a\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u6df1\u523b\u7684\u53d8\u9769\uff0c\u800c\u8fd9\u573a\u53d8\u9769\u7684\u6838\u5fc3\u63a8\u52a8\u529b\u6b63\u662f\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u3002\u8fd9\u4e9b\u66fe\u88ab\u89c6\u4e3a\u524d\u6cbf\u79d1\u6280\u7684\u5de5\u5177\uff0c\u5982\u4eca\u5df2\u5728\u751f\u547d\u79d1\u5b66\u4ef7\u503c\u94fe\u7684\u5404\u4e2a\u73af\u8282\u2014\u2014\u4ece\u65b0\u836f\u7814\u53d1\u5230\u5546\u4e1a\u5316\u843d\u5730\u2014\u2014\u5c55\u73b0\u51fa\u5207\u5b9e\u7684\u5f71\u54cd\u529b\u3002\u90a3\u4e48\uff0c\u884c\u4e1a\u4e2d\u7684\u4f01\u4e1a\u5e94\u5982\u4f55\u5168\u9762\u91ca\u653eAI\u7684\u8f6c\u578b\u6f5c\u529b\uff1f<\/p>\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5fb7\u52e4\uff08Deloitte\uff09\u6700\u65b0\u7814\u7a76\uff0c\u4e00\u5bb6\u5168\u7403\u524d\u5341\u7684\u751f\u7269\u5236\u836f\u4f01\u4e1a\uff08\u5e74\u5747\u8425\u6536\u7ea6\u4e3a650\u2013750\u4ebf\u7f8e\u5143\uff09\u82e5\u80fd\u7cfb\u7edf\u6027\u5730\u6269\u5927AI\u7684\u5e94\u7528\uff0c\u6709\u671b\u57285\u5e74\u5185\u5b9e\u73b0<strong>50<\/strong><strong>\u81f3<\/strong><strong>70<\/strong><strong>\u4ebf\u7f8e\u5143\u7684\u4f01\u4e1a\u4ef7\u503c\u589e\u91cf<\/strong>\u200b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>AI<\/strong><strong>\u5728\u54ea\u4e9b<\/strong><strong>\u9886\u57df\u521b\u9020\u6700\u5927\u4ef7\u503c<\/strong><strong>\uff1f<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">AI\u521b\u9020\u4ef7\u503c\u7684\u6700\u6838\u5fc3\u9886\u57df\u662f<strong>\u7814<\/strong><strong>\u53d1<\/strong><strong>\uff08<\/strong><strong>R&amp;D<\/strong><strong>\uff09<\/strong>\uff0c\u5176\u8d21\u732e\u5360\u603b\u4ef7\u503c\u768430%\u81f345%\u3002\u4e3b\u8981\u5e94\u7528\u573a\u666f\u5305\u62ec\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u52a0\u901f<\/strong><strong>\u836f\u7269\u53d1\u73b0<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bc6\u522b\u6f5c\u5728\u5316\u5408\u7269\uff0c\u63d0\u9ad8\u65b0\u836f\u7814\u53d1\u6210\u529f\u7387\uff1b<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u4e34\u5e8a\u8bd5\u9a8c<\/strong>\uff1a\u63d0\u5347\u60a3\u8005\u62db\u52df\u7684\u7cbe\u51c6\u5ea6\uff0c\u5e76\u5bf9\u8bd5\u9a8c\u7ed3\u679c\u505a\u51fa\u66f4\u51c6\u786e\u9884\u6d4b\uff1b<\/li>\n\n\n\n<li><strong>\u79d1\u5b66\u6587\u732e<\/strong><strong>\u603b\u7ed3<\/strong>\uff1a\u52a9\u529b\u7814\u7a76\u4eba\u5458\u5feb\u901f\u83b7\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u52a0\u5feb\u5047\u8bbe\u9a8c\u8bc1\u4e0e\u51b3\u7b56\u901f\u5ea6\u200b\u3002<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u5728<strong>\u5546<\/strong><strong>\u4e1a\u5316<\/strong>\u9886\u57df\uff0cAI\u548cGenAI\u6b63\u5728\u6539\u53d8\u4f01\u4e1a\u7684\u5e02\u573a\u7b56\u7565\u3001\u8425\u9500\u5408\u89c4\u6d41\u7a0b\uff08\u5982MLR\u5185\u5bb9\u5ba1\u6838\uff09\u548c\u4e2a\u6027\u5316\u4f20\u64ad\u65b9\u5f0f\uff0c\u9884\u8ba1\u8d21\u732e25%\u81f335%\u7684\u6f5c\u5728\u4ef7\u503c\u3002\u76ee\u6807\u662f\u63d0\u5347\u60a3\u8005\u8f6c\u5316\u7387\u3001\u7f29\u77ed\u6cbb\u7597\u542f\u52a8\u65f6\u95f4\u5e76\u52a0\u5feb\u4ea7\u54c1\u4e0a\u5e02\u8282\u594f\u200b\u3002<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>\u5236\u9020\u4e0e\u4f9b<\/strong><strong>\u5e94\u94fe\u7ba1\u7406<\/strong>\u65b9\u9762\uff0cAI\u53ef\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u751f\u4ea7\u5468\u671f\u65f6\u95f4\u3001\u5feb\u901f\u8bc6\u522b\u5e76\u4fee\u590d\u8d28\u91cf\u4e8b\u4ef6\u3001\u4f18\u5316\u5e93\u5b58\u89c4\u5212\u3002\u501f\u52a9GenAI\u6280\u672f\uff0c\u4f01\u4e1a\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u8bc6\u522b\u504f\u5dee\u3001\u786e\u4fdd\u5408\u89c4\u5e76\u964d\u4f4e\u8fdd\u89c4\u98ce\u9669\u200b\u3002<\/p>\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c<strong>\u652f\u6301\u6027<\/strong><strong>\u804c\u80fd\u90e8\u95e8<\/strong>\uff08\u5982\u8d22\u52a1\u3001\u4eba\u529b\u8d44\u6e90\u4e0eIT\uff09\u867d\u4ec5\u5360\u603b\u6f5c\u529b\u76845%\u81f315%\uff0c\u4f46\u7531\u4e8e\u6d41\u7a0b\u6807\u51c6\u5316\u7a0b\u5ea6\u9ad8\uff0c\u662f\u5b9e\u73b0AI\u4ef7\u503c\u7684\u201c\u5feb\u8f66\u9053\u201d\u3002\u4f8b\u5982\uff0c\u667a\u80fd\u5408\u540c\u5206\u6790\u3001AI\u751f\u6210\u5185\u5bb9\u3001\u5458\u5de5AI\u6280\u80fd\u57f9\u8bad\u7b49\u90fd\u662f\u91cd\u8981\u7684\u589e\u6548\u65b9\u5411\u3002<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u4ece<\/strong><strong>\u8bd5\u70b9\u9a8c\u8bc1\u8d70\u5411\u6218\u7565\u8f6c\u578b<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">\u5c3d\u7ba1\u5e02\u573a\u5173\u6ce8\u5ea6\u9ad8\uff0c\u4f46\u8bb8\u591a\u4f01\u4e1a\u4ecd\u505c\u7559\u5728AI\u201c\u6982\u5ff5\u9a8c\u8bc1\u201d\u7684\u9636\u6bb5\u3002\u5fb7\u52e4\u6307\u51fa\uff0c\u4f01\u4e1a\u9700\u8981\u8f6c\u53d8\u601d\u7ef4\uff1a<strong>AI<\/strong><strong>\u4e0d<\/strong><strong>\u4ec5\u662f\u5de5\u5177<\/strong><strong>\uff0c<\/strong><strong>\u66f4\u662f\u4e00\u79cd\u6838\u5fc3\u80fd\u529b<\/strong><strong>\uff08<\/strong><strong>capability<\/strong><strong>\uff09<\/strong>\u3002\u82e5\u8981\u771f\u6b63\u5b9e\u73b0\u4f01\u4e1a\u7ea7\u8f6c\u578b\uff0c\u7ec4\u7ec7\u5fc5\u987b\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u540c\u6b65\u6f14\u8fdb\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u601d<\/strong><strong>\u7ef4\u65b9\u5f0f\u8f6c\u578b<\/strong>\uff1a\u4ece\u77ed\u671f\u8bd5\u9a8c\u8f6c\u5411\u957f\u671f\u6218\u7565\u6295\u8d44\uff1b<\/li>\n\n\n\n<li><strong>\u7ec4\u7ec7\u6587\u5316\u8f6c\u578b<\/strong>\uff1a\u5c06AI\u878d\u5165\u65e5\u5e38\u4e1a\u52a1\u6d41\u7a0b\uff0c\u63d0\u5347\u5458\u5de5Prompt Engineering\u7b49\u5173\u952e\u6280\u80fd\uff1b<\/li>\n\n\n\n<li><strong>\u6cbb\u7406\u67b6\u6784\u5347<\/strong><strong>\u7ea7<\/strong>\uff1a\u5efa\u7acb\u201c\u6700\u5c0f\u53ef\u884c\u6cbb\u7406\u6846\u67b6\u201d\uff0c\u4ee5\u5e73\u8861\u98ce\u63a7\u3001\u4f26\u7406\u3001\u521b\u65b0\u4e0e\u6295\u8d44\u7ba1\u7406\uff1b<\/li>\n\n\n\n<li><strong>\u6267\u884c\u6a21\u5f0f\u9769\u65b0<\/strong>\uff1a\u91c7\u7528\u201c\u4e1a\u52a1+IT\u5171\u521b\u201d\u673a\u5236\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684AI\u4ef7\u503c\u4ea4\u4ed8\u200b\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u4f18\u5148\u9009\u62e9<\/strong><strong>\u201c<\/strong><strong>\u65e0\u6094\u6295<\/strong><strong>\u8d44<\/strong><strong>\u201d<\/strong><strong>\uff08<\/strong><strong>No Regrets Bets<\/strong><strong>\uff09<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u521a\u521a\u542f\u52a8\u6216\u51c6\u5907\u6269\u5927AI\u5e94\u7528\u7684\u4f01\u4e1a\uff0c\u5fb7\u52e4\u5efa\u8bae\u805a\u7126\u4e8e\u201c\u65e0\u6094\u6295\u8d44\u201d\u9879\u76ee\u2014\u2014\u5373\u90a3\u4e9b<strong>\u4f4e\u590d<\/strong><strong>\u6742\u5ea6\u3001\u9ad8\u4ef7\u503c\u56de\u62a5<\/strong>\u7684AI\u7528\u4f8b\u3002\u8fd9\u7c7b\u9879\u76ee\u98ce\u9669\u8f83\u5c0f\u3001\u56de\u62a5\u5468\u671f\u77ed\uff0c\u53ef\u4f5c\u4e3aAI\u8f6c\u578b\u7684\u201c\u50ac\u5316\u5242\u201d\u3002\u5178\u578b\u573a\u666f\u5305\u62ec\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u79d1\u5b66\u6587\u732e\u81ea\u52a8\u603b\u7ed3<\/li>\n\n\n\n<li>\u4e34\u5e8a\u7814\u7a76\u62a5\u544a\u81ea\u52a8\u751f\u6210<\/li>\n\n\n\n<li>\u8d28\u91cf\u4e8b\u4ef6\u8bc6\u522b\u4e0e\u7ba1\u7406<\/li>\n\n\n\n<li>\u652f\u4ed8\u65b9\u5408\u540c\u5206\u6790\u4e0e\u5ba1\u8ba1<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9bAI\u5e94\u7528\u4e0d\u4ec5\u53ef\u4ee5\u5e26\u6765\u76f4\u63a5\u7684\u964d\u672c\u589e\u6548\uff0c\u4e5f\u6709\u52a9\u4e8e\u5efa\u7acb\u5185\u90e8\u4fe1\u5fc3\uff0c\u63a8\u52a8\u66f4\u5927\u89c4\u6a21\u7684\u6280\u672f\u6295\u8d44\u3002<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u6784\u5efa\u9762\u5411\u672a\u6765\u7684\u6570\u5b57\u5316\u5236<\/strong><strong>\u836f\u751f\u6001<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u300aLife Sciences Outlook 2025\u300b\u62a5\u544a\uff0c\u672a\u6765\u7684\u5236\u836f\u884c\u4e1a\u5c06\u5168\u9762\u5411<strong>\u6570\u636e<\/strong><strong>\u9a71\u52a8\u3001\u6570\u5b57\u5316<\/strong>\u65b9\u5411\u6f14\u8fdb\u3002\u90a3\u4e9b\u7387\u5148\u90e8\u7f72AI\u548cGenAI\u6280\u672f\u7684\u4f01\u4e1a\uff0c\u5c06\u66f4\u6709\u80fd\u529b\u5e94\u5bf9\u60a3\u8005\u671f\u671b\u63d0\u5347\u3001\u5e02\u573a\u538b\u529b\u52a0\u5267\u4e0e\u4ea7\u54c1\u5b9a\u4ef7\u6311\u6218\u3002<\/p>\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c<strong>\u751f\u7269\u5236<\/strong><strong>\u836f\u4f9b\u5e94\u94fe\u7684\u7aef\u5230\u7aef\u6570\u5b57\u5316<\/strong>\u4e5f\u5c06\u6210\u4e3a\u884c\u4e1a\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002AI\u89e3\u51b3\u65b9\u6848\u6b63\u63a8\u52a8\u4f9b\u5e94\u94fe\u5411\u201c\u9884\u6d4b\u6027\u3001\u5f39\u6027\u3001\u654f\u6377\u201d\u8f6c\u578b\uff0c\u6db5\u76d6\u4ece\u65e9\u671f\u7814\u53d1\u5230\u4ea7\u54c1\u4e0a\u5e02\u540e\u7684\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u200b\u200b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u884c\u52a8\u7684\u6700\u4f73\u65f6\u673a\u5c31\u662f\u73b0\u5728<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\u4e0d\u53ea\u662f\u4e00\u6b21\u6280\u672f\u5347\u7ea7\uff0c\u66f4\u662f\u4f01\u4e1a\u63d0\u5347\u7ade\u4e89\u529b\u7684\u5173\u952e\u5f15\u64ce\u3002\u5bf9\u4e8e\u5236\u836f\u4f01\u4e1a\u800c\u8a00\uff0c\u771f\u6b63\u7684\u4ef7\u503c\u5c06\u5728\u4e8e\u6218\u7565\u613f\u666f\u3001\u8de8\u90e8\u95e8\u534f\u4f5c\u3001\u6301\u7eed\u6295\u8d44\u548c\u7ec4\u7ec7\u6587\u5316\u9769\u65b0\u3002<\/p>\n\n<p class=\"wp-block-paragraph\">AI\u6280\u672f\u5df2\u7136\u6210\u719f\uff0c\u5e94\u7528\u573a\u666f\u6e05\u6670\u660e\u786e\uff0c\u5e02\u573a\u673a\u4f1a\u5de8\u5927\u3002<\/p>\n\n<p class=\"wp-block-paragraph\">\u6293\u4f4f\u73b0\u5728\uff0c\u4fbf\u662f\u5f15\u9886\u672a\u6765\u751f\u547d\u79d1\u5b66\u683c\u5c40\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<p class=\"wp-block-paragraph\"><strong>\u53c2\u8003<\/strong><strong>\u8d44\u6599\uff1a<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Deloitte, <em>Realizing Transformative Value from AI and GenAI in Life Sciences<\/em> (2024)<\/li>\n\n\n\n<li>Deloitte, <a href=\"https:\/\/www.deloitte.com\/it\/it\/Industries\/life-sciences-health-care\/about\/life-sciences-industry-trends.html\"><em>Tendenze dell\u2019Industria Life Sciences<\/em><\/a><\/li>\n\n\n\n<li>Deloitte, <a href=\"https:\/\/www.deloitte.com\/it\/it\/Industries\/life-sciences-health-care\/perspectives\/life-sciences-outlook-2025.html\"><em>Life Sciences Outlook 2025<\/em><\/a><\/li>\n\n\n\n<li>Deloitte, <a href=\"https:\/\/www.deloitte.com\/it\/it\/Industries\/life-sciences-health-care\/perspectives\/measuring-return-from-pharmaceutical-innovation-2024.html\"><em>Measuring Return from Pharmaceutical Innovation 2024<\/em><\/a><\/li>\n\n\n\n<li>Deloitte, <a href=\"https:\/\/www2.deloitte.com\/us\/en\/insights\/industry\/health-care\/end-to-end-digitalization-of-biopharma-supply-chain.html\"><em>Digitalizzazione della Supply Chain Biofarmaceutica<\/em><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5236\u836f\u884c\u4e1a\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u6df1\u523b\u7684\u53d8\u9769\uff0c\u800c\u8fd9\u573a\u53d8\u9769\u7684\u6838\u5fc3\u63a8\u52a8\u529b\u6b63\u662f\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u3002\u8fd9\u4e9b 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