{"id":229045,"date":"2025-02-11T11:17:38","date_gmt":"2025-02-11T03:17:38","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/research\/thought-leadership\/deepseek%e8%88%87openai%e7%9a%84%e6%94%bb%e9%98%b2%e6%88%b0%e5%89%b5%e5%bb%ba%e5%85%a8%e7%90%83ai%e6%96%b0%e7%a7%a9%e5%ba%8f\/"},"modified":"2025-02-11T17:20:41","modified_gmt":"2025-02-11T09:20:41","slug":"deepseek%e8%88%87openai%e7%9a%84%e6%94%bb%e9%98%b2%e6%88%b0%e5%89%b5%e5%bb%ba%e5%85%a8%e7%90%83ai%e6%96%b0%e7%a7%a9%e5%ba%8f","status":"publish","type":"thought-leadership","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/deepseek%e8%88%87openai%e7%9a%84%e6%94%bb%e9%98%b2%e6%88%b0%e5%89%b5%e5%bb%ba%e5%85%a8%e7%90%83ai%e6%96%b0%e7%a7%a9%e5%ba%8f\/","title":{"rendered":"DeepSeek\u4e0eOpenAI\u7684\u653b\u9632\u6218\u521b\u5efa\u5168\u7403AI\u65b0\u79e9\u5e8f"},"content":{"rendered":"

\u8e0f\u51652025\u5e74\uff0c\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u9886\u57df\u53d6\u5f97\u6807\u5fd7\u6027\u7a81\u7834\u3002\u6df1\u5ea6\u6c42\u7d22\uff08DeepSeek\uff09\u63a8\u51fa\u7684R1\u6a21\u578b\uff0c\u4ee5557\u4e07\u7f8e\u5143\u7684\u8d85\u4f4e\u8bad\u7ec3\u6210\u672c\uff08\u4ec5\u4e3aGPT-4\u76845%\uff09\u5ab2\u7f8e\u7f8e\u56fdOpenAI o1\u6a21\u578b\u7684\u6027\u80fd\u8868\u73b0\u3002<\/p>\n

\u4ece\u201c\u8ffd\u8d76\u201d\u5230\u201c\u5e76\u8dd1\u201d\u7684\u8f6c\u6298<\/strong><\/h3>\n

R1\u6a21\u578b\u8fd9\u4e00\u6210\u5c31\u7684\u5173\u952e\u5728\u4e8e\u5176\u72ec\u521b\u6027\u7684\u79d1\u6280\u8def\u5f84\uff1a\u5229\u7528\u7eaf\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u6446\u8131\u5bf9\u76d1\u7763\u5fae\u8c03\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u501f\u52a9\u201c\u7fa4\u4f53\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\u201d\uff08Group Relative Policy Optimization\uff09\u6f14\u7b97\u6cd5\u5b9e\u73b0\u63a8\u7406\u80fd\u529b\u7684\u81ea\u4e3b\u8fdb\u5316\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5176\u52a8\u6001\u7cbe\u5ea6\u8c03\u8282\u6280\u672f\u6709\u52a9\u534e\u4e3a\u65d7\u4e0b\u6607\u817eAI\u5e73\u53f0\u7684\u7b97\u529b\u6210\u672c\u964d\u4f4e70%\uff0c\u800c\u6027\u80fd\u635f\u5931\u5219\u53ea\u4f4e\u4e8e5%\u3002\u5c24\u5176\u89e6\u76ee\u7684\u662f\uff0cR1\u7684\u5f00\u6e90\u6a21\u5f0f\u6253\u7834\u4e86\u7b97\u529b\u5784\u65ad\uff0c\u652f\u6301\u5f00\u53d1\u8005\u5c06\u5927\u6a21\u578b\u80fd\u529b\u84b8\u998f\u4e3a1.5B\u53c2\u6570\u7684\u5c0f\u578b\u7248\u672c\uff0c\u56e0\u800c\u5728\u4e1c\u5357\u4e9a\u3001\u4e2d\u4e1c\u7b49\u65b0\u5174\u5e02\u573a\u8fc5\u901f\u6e17\u900f\u3002<\/p>\n

\u7f8e\u56fdOpenAI\u5bf9\u6b64\u8fc5\u901f\u4f5c\u51fa\u56de\u5e94\uff0c\u4e0a\u6708\u7d27\u6025\u53d1\u5e03\u4e86o3-mini\u63a8\u7406\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e3b\u6253\u53ef\u8c03\u8282\u63a8\u7406\u5f3a\u5ea6\uff0c\u5728\u9ad8\u5f3a\u5ea6\u6a21\u5f0f\u4e0b\u5bf9\u79d1\u5b66\u3001\u79d1\u6280\u3001\u5de5\u7a0b\u3001\u6570\u5b66\uff08STEM\uff09\u9886\u57df\u5c55\u73b0\u51fa\u65e0\u53ef\u5339\u654c\u7684\u7edf\u6cbb\u529b\u2014\u2014\u5728AIME 2024\u6570\u5b66\u6d4b\u8bd5\u4e2d\u53d6\u5f9787.3%\u7684\u51c6\u786e\u7387\uff0c\u80dc\u8fc7R1\u768479.8%\u3002\u5176\u7269\u7406\u7c7b\u6bd4\u80fd\u529b\u4e5f\u88ab\u5f00\u53d1\u8005\u8a89\u4e3a\u201c\u6559\u79d1\u4e66\u7ea7\u522b\u201d\uff0c\u4f8b\u5982\u5728\u56db\u7ef4\u8d85\u7acb\u65b9\u4f53\u5185\u53cd\u5f39\u5c0f\u7403\u7684\u7a0b\u5f0f\u8bbe\u8ba1\u4e2d\uff0co3-mini\u5bf9\u51e0\u4f55\u7ed3\u6784\u4e0e\u8fd0\u52a8\u8f68\u8ff9\u7684\u5206\u6790\u7cbe\u5ea6\u9ad8\u8fbe97%\u3002\u7136\u800c\uff0c\u5176\u8f93\u5165\u8f93\u51fa\u6210\u672c\u4ecd\u662fR1\u76848\u500d\uff0c\u51f8\u663e\u51fa\u95ed\u6e90\u6a21\u5f0f\u7684\u6548\u7387\u74f6\u9888\u3002<\/p>\n

\u751f\u6001\u6784\u5efa\u4e0e\u5730\u7f18\u6e17\u900f<\/strong><\/h3>\n

\u4e2d\u56fd\u5e02\u573a\u7684\u72ec\u7279\u4f18\u52bf\u4f53\u73b0\u5728\u573a\u666f\u9a71\u52a8\u7684\u751f\u6001\u6574\u5408\u4e0a\u3002\u900f\u8fc7\u5f00\u653e\u5e94\u7528\u7a0b\u5f0f\u4ecb\u9762\u4e0e\u884c\u4e1a\u5b9a\u5236\u7b56\u7565\uff0c\u56fd\u5185\u4f01\u4e1a\u5df2\u6df1\u5ea6\u5d4c\u5165\u533b\u7597\u3001\u6559\u80b2\u3001\u91d1\u878d\u7b49\u5782\u76f4\u9886\u57df\u3002\u4ee5\u6559\u80b2\u754c\u4e3a\u4f8b\uff0c\u4f5c\u4e1a\u5e2e\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u901a\u8fc7\u9010\u6b65\u5206\u6790\uff0c\u63d0\u5347\u4e2d\u5b66\u751f\u6570\u5b66\u89e3\u9898\u7684\u6548\u7387\u8fbe37%\u3002\u8fd9\u79cd\u672c\u571f\u5316\u9002\u914d\u80fd\u529b\u9884\u8ba1\u5c06\u63a8\u52a8\u5185\u5730AI\u5927\u6a21\u578b\u5e02\u573a\u57282026\u5e74\u7a81\u7834700\u4ebf\u5143\u4eba\u6c11\u5e01\uff0c\u4f7f\u7528\u8005\u6bcf\u5468\u5e73\u5747\u4f7f\u7528\u9891\u7387\u8fbe4.5\u6b21\uff0c\u8fdc\u8d85\u6b27\u7f8e\u5e02\u573a\u76842.1\u6b21\u3002<\/p>\n

\u7f8e\u56fd\u4f01\u4e1a\u5219\u8bd5\u56fe\u4f9d\u9760\u591a\u6a21\u6001AI\u529f\u80fd\u7a33\u56fa\u9738\u4e3b\u5730\u4f4d\u3002GPT-4o\u901a\u8fc7\u6587\u672c\u3001\u8bed\u97f3\u548c\u89c6\u89c9\u7684\u878d\u5408\u80fd\u529b\uff0c\u5728\u5fae\u8f6fOffice\u667a\u80fd\u52a9\u624b\u4e2d\u81ea\u52a8\u751f\u6210\u4f1a\u8bae\u7eaa\u8981\u548c\u7b80\u62a5\u6392\u7248\u7b49\u529f\u80fd\uff0c\u4f01\u4e1a\u7528\u6237\u7eed\u8d39\u7387\u9ad8\u8fbe89%\u3002\u53e6\u4e00\u65b9\u9762\uff0co3-mini\u5728\u975e\u82f1\u8bed\u5e02\u573a\u7684\u8868\u73b0\u5374\u663e\u9732\u4e0d\u8db3\uff0c\u5728\u4e2d\u6587\u7406\u89e3\u4e00\u73af\u7684\u51c6\u786e\u7387\u53ea\u53ca\u767e\u5ea6\u6587\u5fc3\u4e00\u8a00\u768482%\uff0c\u62d3\u5c55\u4e1c\u5357\u4e9a\u5e02\u573a\u7684\u8ba1\u5212\u4e5f\u5c31\u4e3e\u6b65\u7ef4\u8270\u3002\u66f4\u4e3a\u4e25\u5cfb\u7684\u662f\uff0cOpenAI\u9884\u8ba12023\u81f32028\u5e74\u7684\u7d2f\u8ba1\u4e8f\u635f\u5c06\u9ad8\u8fbe440\u4ebf\u7f8e\u5143\uff1b\u516c\u53f8\u884c\u653f\u603b\u88c1\u963f\u5c14\u7279\u66fc\uff08Sam Altman\uff09\u7f55\u89c1\u5730\u627f\u8ba4\u201c\u95ed\u6e90\u7b56\u7565\u53ef\u80fd\u72af\u4e0b\u5386\u53f2\u6027\u9519\u8bef\u201d\uff0c\u5e76\u542f\u52a8o3-mini\u514d\u8d39\u5f00\u653e\uff0c\u4ee5\u5438\u5f15\u5f00\u53d1\u8005\u3002<\/p>\n

\u7f8e\u56fd\u79d1\u6280\u9738\u6743\u91cd\u6784<\/strong><\/h3>\n

\u8fd1\u5e74\u6765\uff0c\u7f8e\u56fd\u5728AI\u5927\u6a21\u578b\u9886\u57df\u51ed\u501f\u95ed\u6e90\u5546\u4e1a\u6a21\u5f0f\u548c\u4e13\u6709\u6280\u672f\uff0c\u4e00\u76f4\u7ef4\u6301\u56fd\u9645\u9886\u5148\u5730\u4f4d\uff1b\u7136\u800c\uff0c\u4e2d\u56fd DeepSeek-R1\u5192\u8d77\uff0c\u9a6c\u4e0a\u5f15\u53d1\u4e00\u573a\u5d2d\u65b0\u7684\u79d1\u6280\u53d8\u9769\u3002R1\u6a21\u578b\u901a\u8fc7\u5f00\u653e\u521b\u65b0\u7684\u65b9\u5f0f\uff0c\u8fbe\u81f3\u6838\u5fc3\u6f14\u7b97\u6cd5\u548c\u6a21\u578b\u5171\u7528\uff0c\u6709\u5229\u4e8e\u524d\u6cbf\u6280\u672f\u8fc5\u901f\u53cd\u590d\u8fd0\u7b97\uff0c\u540c\u65f6\u4e5f\u5927\u5e45\u964d\u4f4e\u79d1\u6280\u58c1\u5792\u3002\u8fd9\u4e00\u4e3e\u63aa\u5bf9\u7f8e\u56fd\u957f\u671f\u4ee5\u6765\u4f9d\u8d56\u5c01\u95ed\u4f53\u7cfb\u6784\u5efa\u7684\u79d1\u6280\u9738\u6743\u9020\u6210\u76f4\u63a5\u51b2\u51fb\u3002<\/p>\n

DeepSeek-R1 \u7684\u5f00\u6e90\uff0c\u4f7f\u73af\u7403\u79d1\u7814\u673a\u6784\u3001\u4f01\u4e1a\u548c\u72ec\u7acb\u5f00\u53d1\u8005\u80fd\u591f\u5728\u4e00\u4e2a\u5f00\u653e\u900f\u660e\u7684\u5e73\u53f0\u4e0a\uff0c\u4e0d\u4f46\u5171\u540c\u6539\u8fdb\u548c\u5e94\u7528AI\u6280\u672f\uff0c\u800c\u4e14\u9010\u6e10\u91cd\u5851\u79d1\u6280\u6807\u51c6\u548c\u884c\u4e1a\u89c4\u5219\u3002\u5404\u65b9\u501f\u52a9\u8fd9\u4e00\u5f00\u6e90\u5e73\u53f0\u8fdb\u884c\u7814\u53d1\u5408\u4f5c\uff0c\u52a0\u901f\u8fbe\u81f3\u521b\u65b0\u6210\u679c\u548c\u6784\u5efa\u81ea\u4e3b\u667a\u80fd\u77e5\u8bc6\u4ea7\u6743\uff0c\u4ece\u800c\u5f00\u521b\u56fd\u9645\u79d1\u6280\u751f\u6001\u4e2d\u591a\u6781\u4e92\u52a8\u7684\u65b0\u5c40\u9762\u3002\u8fd9\u79cd\u6a21\u5f0f\u6b63\u5728\u4fc3\u4f7f\u79d1\u6280\u7ba1\u6cbb\u7531\u5355\u4e00\u5784\u65ad\u8f6c\u5411\u5f00\u653e\u534f\u540c\uff0c\u5e76\u4e3a\u56fd\u9645\u793e\u4f1a\u5efa\u7acb\u79d1\u6280\u516c\u5e73\u7ade\u4e89\u7684\u89c4\u5219\u6811\u7acb\u5178\u8303\u3002<\/p>\n

\u9762\u5bf9\u5f02\u519b\u7a81\u8d77\uff0c\u7f8e\u56fd\u653f\u5e9c\u4e0e\u79d1\u6280\u5de8\u5934\u4e0d\u5f97\u4e0d\u8c03\u6574\u5176\u57fa\u4e8e\u95ed\u6e90\u6a21\u5f0f\u7684\u79d1\u6280\u9738\u6743\u4f53\u5236\u3002\u4e3a\u4e86\u7ef4\u6301\u7ade\u4e89\u4f18\u52bf\uff0c\u7f8e\u56fd\u6b63\u5728\u63a2\u7d22\u5982\u4f55\u5728\u4fdd\u969c\u5546\u4e1a\u673a\u5bc6\u7684\u540c\u65f6\uff0c\u66f4\u52a0\u79ef\u6781\u5730\u53c2\u4e0e\u5236\u5b9a\u56fd\u9645\u89c4\u5219\u4e0e\u62d3\u5c55\u8de8\u56fd\u5408\u4f5c\uff0c\u81f4\u529b\u5e73\u8861\u5f00\u653e\u521b\u65b0\u4e0e\u4fdd\u969c\u6240\u6709\u6743\u4e4b\u95f4\u7684\u5173\u7cfb\u3002DeepSeek-R1\u7684\u6210\u529f\u5b9e\u8df5\u8868\u660e\uff0c\u5f00\u6e90\u80fd\u591f\u91ca\u653e\u521b\u65b0\u6d3b\u529b\uff0c\u4ea6\u80fd\u52a0\u901f\u5168\u7403\u79d1\u6280\u751f\u6001\u7684\u5065\u5eb7\u6f14\u8fdb\uff0c\u8fdb\u800c\u5bf9\u7f8e\u56fd\u7684\u79d1\u6280\u4e3b\u5bfc\u5730\u4f4d\u4ea7\u751f\u5b9e\u8d28\u6027\u6311\u6218\u3002<\/p>\n

\u9999\u6e2f\u5145\u5f53\u79d1\u6280\u51b7\u6218\u7684\u5b89\u5168\u5730\u5e26<\/strong><\/h3>\n

\u663e\u800c\u6613\u89c1\uff0cAI\u7684\u8fc5\u731b\u53d1\u5c55\u548c\u5927\u89c4\u6a21\u6a21\u578b\u5728\u5404\u884c\u5404\u4e1a\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u50ac\u5316\u4e2d\u7f8e\u4e4b\u95f4\u7684\u5267\u70c8\u7ade\u4e89\uff0c\u5448\u73b0\u79d1\u6280\u51b7\u6218\u7684\u5371\u673a\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u7279\u533a\u653f\u5e9c\u5e94\u805a\u7126\u5176\u56fd\u9645\u91d1\u878d\u4e2d\u5fc3\u3001\u72ec\u7acb\u6cd5\u6cbb\u4e0e\u5f00\u653e\u5e02\u573a\u7684\u5236\u5ea6\u4f18\u52bf\uff0c\u8457\u529b\u6253\u9020\u4e00\u4e2a\u4e2d\u7acb\u76d1\u7ba1\u5e73\u53f0\u8fde\u63a5\u4e2d\u7f8e\u53cc\u65b9\uff0c\u800c\u6210\u4e3a\u7f13\u51b2\u8c03\u8282\u7684\u8bd5\u70b9\u57ce\u5e02\u3002\u4e8b\u5b9e\u4e0a\uff0c\u4e3a\u786e\u4fddAI\u65e2\u80fd\u5b89\u5168\u53d1\u5c55\uff0c\u53c8\u80fd\u4fdd\u6301\u516c\u5e73\u7ade\u4e89\uff0c\u9999\u6e2f\u91d1\u878d\u7ba1\u7406\u5c40\u73b0\u6b63\u548c\u79d1\u6280\u4f01\u4e1a\u3001\u7814\u7a76\u673a\u6784\u643a\u624b\u63a8\u51fa\u751f\u6210\u5f0fAI\u6c99\u76d2\uff0c\u6784\u5efa\u4e00\u4e2a\u6db5\u76d6\u6a21\u578b\u5b89\u5168\u3001\u6570\u636e\u9690\u79c1\u3001\u4f26\u7406\u5ba1\u67e5\u4e0e\u98ce\u9669\u9884\u8b66\u7684\u4e13\u5c5e\u5e73\u53f0\uff0c\u5404\u7c7b\u4f01\u4e1a\u548c\u76d1\u7ba1\u673a\u6784\u53ef\u5728\u53d7\u63a7\u3001\u72ec\u7acb\u7684\u73af\u5883\u4e0b\u5bf9AI\u6f14\u7b97\u6cd5\u3001\u6570\u636e\u5904\u7406\u6d41\u7a0b\u548c\u5e94\u7528\u573a\u666f\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u53ca\u65f6\u8bc6\u522b\u4e0e\u5316\u89e3\u6f5c\u5728\u98ce\u9669\u3002\u6b64\u4e00\u9879\u76ee\u53ef\u4e3a\u4e2d\u7f8e\u4e24\u56fd\u7684\u79d1\u6280\u5bf9\u8bdd\u63d0\u4f9b\u5b9e\u8bc1\u652f\u63f4\u3002<\/p>\n

\u6b64\u5916\uff0c\u7279\u533a\u653f\u5e9c\u79ef\u6781\u642d\u5efa\u56fd\u9645\u5bf9\u8bdd\u5e73\u53f0\uff0c\u4e3b\u52a8\u4e0e\u6b27\u7f8e\u3001\u4e1c\u5357\u4e9a\u53ca\u4e2d\u56fd\u5185\u5730\u7684\u76d1\u7ba1\u673a\u6784\u5efa\u7acb\u5e38\u89c4\u5316\u7684\u5408\u4f5c\u673a\u5236\uff0c\u5168\u529b\u5728\u4e2d\u7f8e\u79d1\u6280\u51b7\u6218\u4e2d\u53d1\u6325\u907f\u98ce\u6e2f\u7684\u4f5c\u7528\u3002\u901a\u8fc7\u5b9a\u671f\u4e3e\u529e\u4ee5AI\u4f26\u7406\u3001\u6570\u636e\u7ba1\u6cbb\u4e0e\u98ce\u9669\u7ba1\u7406\u4e3a\u4e3b\u9898\u7684\u653f\u7b56\u7814\u8ba8\u4f1a\u3001\u4e13\u9898\u8bba\u575b\u53ca\u53cc\u8fb9\u4ea4\u6d41\uff0c\u5404\u65b9\u56f4\u7ed5AI\u5e94\u7528\u89c4\u8303\u3001\u6a21\u578b\u900f\u660e\u5ea6\u53ca\u8de8\u5883\u6570\u636e\u6d41\u52a8\u7b49\u70ed\u70b9\u8bae\u9898\uff0c\u8fdb\u4e00\u6b65\u5c55\u5f00\u6c9f\u901a\u4e0e\u534f\u4f5c\u3002\u9664\u4e86\u6709\u52a9\u4e8e\u5e73\u8861\u5404\u56fd\u5229\u76ca\u3001\u63a8\u52a8\u79d1\u6280\u4e0e\u76d1\u7ba1\u540c\u6b65\u5411\u524d\uff0c\u8fd9\u79cd\u5f00\u653e\u534f\u5546\u6a21\u5f0f\u4e5f\u4e3a\u56fd\u9645\u7edf\u4e00AI\u76d1\u7ba1\u6807\u51c6\u63d0\u4f9b\u5b9d\u8d35\u7684\u9999\u6e2f\u5b9e\u8df5\u84dd\u56fe\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u7279\u533a\u5728\u5168\u7403\u79d1\u6280\u7ba1\u6cbb\u4e2d\u7684\u67a2\u7ebd\u5730\u4f4d\u3002<\/p>\n

\u5f00\u6e90\u4e0e\u95ed\u6e90\u535a\u5f08\u4e0b\u7684\u5c55\u671b<\/strong><\/h3>\n

\u5728\u5168\u7403AI\u9886\u57df\u98ce\u4e91\u53d8\u5e7b\u3001\u7ade\u4e89\u767d\u70ed\u5316\u7684\u65f6\u4ee3\uff0c\u4e2d\u7f8e\u5927\u6a21\u578b\u7684\u4e89\u950b\u65e2\u5c55\u73b0\u4e86AI\u6280\u672f\u7684\u65e0\u9650\u521b\u65b0\u6f5c\u529b\uff0c\u4ea6\u66b4\u9732\u4e86\u5f00\u6e90\u4e0e\u95ed\u6e90\u4e24\u79cd\u6a21\u5f0f\u5404\u81ea\u9762\u4e34\u7684\u98ce\u9669\u4e0e\u673a\u9047\u3002\u4e2d\u56fd\u4f9d\u6258\u5f00\u6e90\u534f\u4f5c\u3001\u6f14\u7b97\u6cd5\u4f18\u5316\u548c\u52a1\u5b9e\u521b\u65b0\u4e0d\u65ad\u7a81\u7834\uff0c\u800c\u7f8e\u56fd\u5219\u901a\u8fc7\u95ed\u6e90\u7b56\u7565\u3001\u5168\u80fd\u6574\u5408\u53ca\u9ad8\u6027\u80fd\u5e94\u7528\u7262\u7262\u5360\u636e\u90e8\u5206\u5173\u952e\u5e02\u573a\u3002\u8fd9\u79cd\u4e92\u4e3a\u7ade\u4e89\u4e14\u4e92\u8865\u7684\u683c\u5c40\uff0c\u6b63\u9a71\u52a8\u5168\u7403\u79d1\u6280\u6807\u51c6\u548c\u76d1\u7ba1\u5236\u5ea6\u8fc5\u901f\u6f14\u53d8\uff0c\u6311\u6218\u4f20\u7edf\u7ba1\u6cbb\u6a21\u5f0f\u3002
\n\u51ed\u501f\u4f5c\u4e3a\u56fd\u9645\u91d1\u878d\u4e2d\u5fc3\u5e76\u5177\u5907\u5065\u5168\u6cd5\u5236\u4e0e\u5f00\u653e\u5e02\u573a\u7684\u5f3a\u9879\uff0c\u9999\u6e2f\u7279\u533a\u653f\u5e9c\u5b9c\u5229\u7528\u8de8\u5883\u76d1\u7ba1\u6c99\u76d2\u3001\u591a\u8fb9\u5bf9\u8bdd\u548c\u533a\u57df\u5408\u4f5c\uff0c\u6784\u5efa\u5168\u94fe\u6761\u6280\u672f\u76d1\u7ba1\u5236\u5ea6\uff0c\u4e3a\u5e94\u5bf9\u4e2d\u7f8e\u5927\u6a21\u578b\u7ade\u4e89\u63d0\u4f9b\u5168\u65b0\u7ba1\u6cbb\u601d\u8def\u3002\u552f\u6709\u653f\u5e9c\u3001\u4e1a\u754c\u4e0e\u56fd\u9645\u76d1\u7ba1\u673a\u6784\u534f\u540c\u521b\u65b0\uff0c\u5728\u5f00\u6e90\u6d3b\u529b\u4e0e\u95ed\u6e90\u4fdd\u969c\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u9999\u6e2f\u624d\u66f4\u80fd\u7528\u597d\u5176\u4e30\u5bcc\u7ecf\u9a8c\u548c\u524d\u77bb\u63a2\u7d22\uff0c\u5728\u73af\u7403\u591a\u6781\u7ade\u4e89\u4e2d\u62a2\u5360\u5148\u673a\uff0c\u4e3a\u672a\u6765\u6570\u7801\u751f\u6001\u7ba1\u6cbb\u521b\u7acb\u52a1\u5b9e\u7684\u8303\u4f8b\u3002<\/p>\n

\u7ae0\u9038\u98de\u535a\u58eb<\/strong><\/h5>\n
\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7ecf\u6d4e\u5b66\u9ad8\u7ea7\u8bb2\u5e08<\/strong><\/h5>\n

\uff08\u672c\u6587\u540c\u65f6\u4e8e\u4e8c\u96f6\u4e8c\u4e94\u5e74\u4e8c\u6708\u5341\u4e8c\u65e5\u8f7d\u4e8e\u300a\u4fe1\u62a5\u300b\u201c\u9f99\u864e\u5c71\u4e0b\u201d\u4e13\u680f\uff09<\/p>\n

 <\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"tags":[],"class_list":["post-229045","thought-leadership","type-thought-leadership","status-publish","hentry","leadership-topic-categories-hkej-column-sc","leadership-topic-categories-opinions-and-speeches-sc","in-the-media-topic-categories-faculty-sc","opinion-speeches-categories-faculty-sc"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/229045","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership"}],"about":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/types\/thought-leadership"}],"version-history":[{"count":6,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/229045\/revisions"}],"predecessor-version":[{"id":229088,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/229045\/revisions\/229088"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/media?parent=229045"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/tags?post=229045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}