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DELTA\u6a21\u578b\u7684\u6f14\u53d8\uff0c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u4e00\u90e8AI\u4ece\u201c\u5de5\u5177\u201d\u8d70\u5411\u201c\u4ee3\u7406\u201d\u7684\u5386\u53f2\uff1a\u8fc7\u53bb\u6211\u4eec\u95ee\u7684\u662f\u8be5\u4e0d\u8be5\u7528\u6570\u636e\u3001\u4f1a\u4e0d\u4f1a\u7528AI\uff1b\u73b0\u5728\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\uff0c\u662f\u6562\u4e0d\u6562\u8ba9AI\u81ea\u4e3b\u51b3\u7b56\u3002\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\uff0c\u6700\u7ec8\u53d6\u51b3\u4e8e\u4fe1\u4efb\u2014\u2014\u800c\u4fe1\u4efb\uff0c\u548c\u6570\u636e\u3001\u9886\u5bfc\u529b\u4e00\u6837\uff0c\u662f\u53ef\u4ee5\u3001\u4e5f\u5e94\u8be5\u88ab\u7cfb\u7edf\u6027\u5efa\u8bbe\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u51fa\u4e86\u4e8b\u4e4b\u540e\u624d\u60f3\u8d77\u8865\u6551\u7684\u516c\u5173\u53e3\u5f84\u3002\u5f53\u6280\u672f\u53c2\u6570\u5feb\u901f\u8d8b\u540c\u3001\u6f14\u7b97\u6cd5\u672c\u8eab\u4e0d\u518d\u6784\u6210\u58c1\u5792\u65f6\uff0c\u771f\u6b63\u628a\u8d62\u5bb6\u548c\u8f93\u5bb6\u5206\u5f00\u7684\uff0c\u4f1a\u662f\u8c01\u80fd\u8ba9\u5ba2\u6237\u3001\u76d1\u7ba1\u8005\u3001\u5458\u5de5\u548c\u516c\u4f17\u90fd\u76f8\u4fe1\uff1a\u8fd9\u5957\u7cfb\u7edf\u4e0d\u4ec5\u806a\u660e\uff0c\u800c\u4e14\u53ef\u9760\u3001\u53ef\u63a7\u3001\u53ef\u4fe1\u3002 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content=\"\u524d\u4e0d\u4e45\uff0c2026\u5e748\u67082\u65e5\uff0c\u6b27\u76df\u300a\u4eba\u5de5\u667a\u6167\u6cd5\u300b\u6838\u5fc3\u6761\u6b3e\u6b63\u5f0f\u751f\u6548\uff1a\u6240\u6709AI\u751f\u6210\u5185\u5bb9\u5fc5\u987b\u6e05\u6670\u6807\u6ce8\uff0c\u804a\u5929\u673a\u5668\u4eba\u5fc5\u987b\u544a\u77e5\u7528\u6237\u6b63\u5728\u4e0eAI\u4e92\u52a8\uff0c\u8fdd\u89c4\u4f01\u4e1a\u6700\u9ad8\u9762\u4e341500\u4e07\u6b27\u5143\u6216\u5168\u7403\u5e74\u8425\u4e1a\u989d3%\u7684\u7f5a\u6b3e\u3002\u8fd9\u4e0d\u662f\u4e00\u4efd\u53ef\u4ee5\u9009\u62e9\u9075\u5b88\u7684\u884c\u4e1a\u5021\u8bae\uff0c\u800c\u662f\u5177\u6709\u6cd5\u5f8b\u7ea6\u675f\u529b\u7684\u76d1\u7ba1\u5e95\u7ebf\u2014\u2014AI\u4fe1\u4efb\uff0c\u5df2\u7ecf\u4ece\u4f01\u4e1a\u5185\u90e8\u7684\u9053\u5fb7\u81ea\u89c9\uff0c\u53d8\u6210\u5916\u90e8\u5f3a\u5236\u7684\u5408\u89c4\u8981\u6c42\u3002 2010\u5e74\uff0c\u5df4\u5e03\u68ee\u5546\u5b66\u9662\u7684Thomas Davenport\u6559\u6388\u4e0eJeanne Harris\u3001Robert Morison\u5728\u300aAnalytics at Work\u300b\uff08\u300a\u5de5\u4f5c\u4e2d\u7684\u5206\u6790\u300b\uff09\u4e2d\u63d0\u51faDELTA\u6a21\u578b\u2014\u2014Data\u3001Enterprise\u3001Leadership\u3001Targets\u3001Analysts\uff0c\u6765\u6307\u5bfc\u516c\u53f8\u5982\u4f55\u90e8\u7f72\u548c\u6210\u529f\u5b9e\u65bd\u6570\u636e\u5206\u6790\u9879\u76ee\u3002\u51e0\u5e74\u540e\u8fd9\u4e2a\u6a21\u578b\u6269\u5c55\u4e3aDELTA Plus\uff0c\u65b0\u589eTechnology\u4e0eAnalytical Technique\u4e24\u4e2a\u8981\u7d20\u3002\u5341\u4e94\u5e74\u540e\u7684\u4eca\u5929\uff0c\u8fd9\u4e2a\u6a21\u578b\u6216\u8bb8\u9700\u8981\u518d\u4e00\u6b21\u4fee\u8ba2\uff1a\u4e0d\u662f\u65b0\u589e\u7b2c\u516b\u4e2a\u8981\u7d20\uff0c\u800c\u662f\u66ff\u6362\u7b2c\u4e03\u4e2a\u2014\u2014\u7528Trust\u53d6\u4ee3Analytical Techniques\u3002\u4e0d\u59a8\u79f0\u4e4b\u4e3aDELTA+T\u00b2\uff1aTechnology\u4e0eTrust\uff0c\u6070\u597d\u4e24\u4e2aT\uff0c\u5171\u540c\u51b3\u5b9a\u4e00\u4e2a\u7ec4\u7ec7\u7684\u5206\u6790\u6210\u679c\u7a76\u7adf\u662f\u88ab\u771f\u6b63\u4f7f\u7528\uff0c\u8fd8\u662f\u4ec5\u4ec5\u88ab\u751f\u4ea7\u51fa\u6765\u3002 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DELTA+T\u00b2\u901f\u67e5\u8868 \u4ee5\u4e0b\u662f\u4e00\u4e2a\u7c97\u7565\u76841\uff08\u4f4e\uff09\u52305\uff08\u9ad8\uff09\u81ea\u8bc4\u91cf\u8868\uff1a Trust\u7684\u4e94\u4e2a\u7ef4\u5ea6\u5efa\u8bae\u5355\u72ec\u6253\u5206\uff1a DELTA\u6a21\u578b\u7684\u6f14\u53d8\uff0c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u4e00\u90e8AI\u4ece\u201c\u5de5\u5177\u201d\u8d70\u5411\u201c\u4ee3\u7406\u201d\u7684\u5386\u53f2\uff1a\u8fc7\u53bb\u6211\u4eec\u95ee\u7684\u662f\u8be5\u4e0d\u8be5\u7528\u6570\u636e\u3001\u4f1a\u4e0d\u4f1a\u7528AI\uff1b\u73b0\u5728\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\uff0c\u662f\u6562\u4e0d\u6562\u8ba9AI\u81ea\u4e3b\u51b3\u7b56\u3002\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\uff0c\u6700\u7ec8\u53d6\u51b3\u4e8e\u4fe1\u4efb\u2014\u2014\u800c\u4fe1\u4efb\uff0c\u548c\u6570\u636e\u3001\u9886\u5bfc\u529b\u4e00\u6837\uff0c\u662f\u53ef\u4ee5\u3001\u4e5f\u5e94\u8be5\u88ab\u7cfb\u7edf\u6027\u5efa\u8bbe\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u51fa\u4e86\u4e8b\u4e4b\u540e\u624d\u60f3\u8d77\u8865\u6551\u7684\u516c\u5173\u53e3\u5f84\u3002\u5f53\u6280\u672f\u53c2\u6570\u5feb\u901f\u8d8b\u540c\u3001\u6f14\u7b97\u6cd5\u672c\u8eab\u4e0d\u518d\u6784\u6210\u58c1\u5792\u65f6\uff0c\u771f\u6b63\u628a\u8d62\u5bb6\u548c\u8f93\u5bb6\u5206\u5f00\u7684\uff0c\u4f1a\u662f\u8c01\u80fd\u8ba9\u5ba2\u6237\u3001\u76d1\u7ba1\u8005\u3001\u5458\u5de5\u548c\u516c\u4f17\u90fd\u76f8\u4fe1\uff1a\u8fd9\u5957\u7cfb\u7edf\u4e0d\u4ec5\u806a\u660e\uff0c\u800c\u4e14\u53ef\u9760\u3001\u53ef\u63a7\u3001\u53ef\u4fe1\u3002 \u6ce8\uff1a\u672c\u6587\u57fa\u4e8e\u4f5c\u8005\u7684\u5de5\u4f5c\u8bba\u6587\u300aDELTA+T\u00b2: Why \u201cTrust\u201d Belongs Where \u201cTechnique\u201d Used to Sit\u300b\uff0c2026\u5e748\u6708\u3002\u4f5c\u8005\u4f7f\u7528Claude\u548cDeepSeek\u534f\u52a9\u7814\u7a76\u3001\u8d77\u8349\u548c\u5206\u6790\uff0c\u6240\u6709\u5185\u5bb9\u7ecf\u4f5c\u8005\u5ba1\u9605\uff0c\u5bf9\u51c6\u786e\u6027\u8d1f\u8d23\uff0c\u5e76\u5bf9\u6700\u7ec8\u4f5c\u54c1\u627f\u62c5\u5168\u90e8\u8d23\u4efb\u3002 \u5f15\u7528\u6765\u6e90\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/opinions-and-speeches\/deltat%c2%b2-when-trust-replaces-analytics-as-the-defining-bottleneck-in-the-ai-era\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-08-18T07:58:34+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-08-18T08:02:50+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"DELTA+T\u00b2\uff1a\u5f53\u4fe1\u4efb\u53d6\u4ee3\u6280\u672f\uff0c\u6210\u4e3aAI\u65f6\u4ee3\u7684\u771f\u6b63\u74f6\u9888 - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u524d\u4e0d\u4e45\uff0c2026\u5e748\u67082\u65e5\uff0c\u6b27\u76df\u300a\u4eba\u5de5\u667a\u6167\u6cd5\u300b\u6838\u5fc3\u6761\u6b3e\u6b63\u5f0f\u751f\u6548\uff1a\u6240\u6709AI\u751f\u6210\u5185\u5bb9\u5fc5\u987b\u6e05\u6670\u6807\u6ce8\uff0c\u804a\u5929\u673a\u5668\u4eba\u5fc5\u987b\u544a\u77e5\u7528\u6237\u6b63\u5728\u4e0eAI\u4e92\u52a8\uff0c\u8fdd\u89c4\u4f01\u4e1a\u6700\u9ad8\u9762\u4e341500\u4e07\u6b27\u5143\u6216\u5168\u7403\u5e74\u8425\u4e1a\u989d3%\u7684\u7f5a\u6b3e\u3002\u8fd9\u4e0d\u662f\u4e00\u4efd\u53ef\u4ee5\u9009\u62e9\u9075\u5b88\u7684\u884c\u4e1a\u5021\u8bae\uff0c\u800c\u662f\u5177\u6709\u6cd5\u5f8b\u7ea6\u675f\u529b\u7684\u76d1\u7ba1\u5e95\u7ebf\u2014\u2014AI\u4fe1\u4efb\uff0c\u5df2\u7ecf\u4ece\u4f01\u4e1a\u5185\u90e8\u7684\u9053\u5fb7\u81ea\u89c9\uff0c\u53d8\u6210\u5916\u90e8\u5f3a\u5236\u7684\u5408\u89c4\u8981\u6c42\u3002 2010\u5e74\uff0c\u5df4\u5e03\u68ee\u5546\u5b66\u9662\u7684Thomas Davenport\u6559\u6388\u4e0eJeanne Harris\u3001Robert Morison\u5728\u300aAnalytics at Work\u300b\uff08\u300a\u5de5\u4f5c\u4e2d\u7684\u5206\u6790\u300b\uff09\u4e2d\u63d0\u51faDELTA\u6a21\u578b\u2014\u2014Data\u3001Enterprise\u3001Leadership\u3001Targets\u3001Analysts\uff0c\u6765\u6307\u5bfc\u516c\u53f8\u5982\u4f55\u90e8\u7f72\u548c\u6210\u529f\u5b9e\u65bd\u6570\u636e\u5206\u6790\u9879\u76ee\u3002\u51e0\u5e74\u540e\u8fd9\u4e2a\u6a21\u578b\u6269\u5c55\u4e3aDELTA Plus\uff0c\u65b0\u589eTechnology\u4e0eAnalytical Technique\u4e24\u4e2a\u8981\u7d20\u3002\u5341\u4e94\u5e74\u540e\u7684\u4eca\u5929\uff0c\u8fd9\u4e2a\u6a21\u578b\u6216\u8bb8\u9700\u8981\u518d\u4e00\u6b21\u4fee\u8ba2\uff1a\u4e0d\u662f\u65b0\u589e\u7b2c\u516b\u4e2a\u8981\u7d20\uff0c\u800c\u662f\u66ff\u6362\u7b2c\u4e03\u4e2a\u2014\u2014\u7528Trust\u53d6\u4ee3Analytical Techniques\u3002\u4e0d\u59a8\u79f0\u4e4b\u4e3aDELTA+T\u00b2\uff1aTechnology\u4e0eTrust\uff0c\u6070\u597d\u4e24\u4e2aT\uff0c\u5171\u540c\u51b3\u5b9a\u4e00\u4e2a\u7ec4\u7ec7\u7684\u5206\u6790\u6210\u679c\u7a76\u7adf\u662f\u88ab\u771f\u6b63\u4f7f\u7528\uff0c\u8fd8\u662f\u4ec5\u4ec5\u88ab\u751f\u4ea7\u51fa\u6765\u3002 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DELTA\u6a21\u578b\u7684\u6f14\u53d8\uff0c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u4e00\u90e8AI\u4ece\u201c\u5de5\u5177\u201d\u8d70\u5411\u201c\u4ee3\u7406\u201d\u7684\u5386\u53f2\uff1a\u8fc7\u53bb\u6211\u4eec\u95ee\u7684\u662f\u8be5\u4e0d\u8be5\u7528\u6570\u636e\u3001\u4f1a\u4e0d\u4f1a\u7528AI\uff1b\u73b0\u5728\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\uff0c\u662f\u6562\u4e0d\u6562\u8ba9AI\u81ea\u4e3b\u51b3\u7b56\u3002\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\uff0c\u6700\u7ec8\u53d6\u51b3\u4e8e\u4fe1\u4efb\u2014\u2014\u800c\u4fe1\u4efb\uff0c\u548c\u6570\u636e\u3001\u9886\u5bfc\u529b\u4e00\u6837\uff0c\u662f\u53ef\u4ee5\u3001\u4e5f\u5e94\u8be5\u88ab\u7cfb\u7edf\u6027\u5efa\u8bbe\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u51fa\u4e86\u4e8b\u4e4b\u540e\u624d\u60f3\u8d77\u8865\u6551\u7684\u516c\u5173\u53e3\u5f84\u3002\u5f53\u6280\u672f\u53c2\u6570\u5feb\u901f\u8d8b\u540c\u3001\u6f14\u7b97\u6cd5\u672c\u8eab\u4e0d\u518d\u6784\u6210\u58c1\u5792\u65f6\uff0c\u771f\u6b63\u628a\u8d62\u5bb6\u548c\u8f93\u5bb6\u5206\u5f00\u7684\uff0c\u4f1a\u662f\u8c01\u80fd\u8ba9\u5ba2\u6237\u3001\u76d1\u7ba1\u8005\u3001\u5458\u5de5\u548c\u516c\u4f17\u90fd\u76f8\u4fe1\uff1a\u8fd9\u5957\u7cfb\u7edf\u4e0d\u4ec5\u806a\u660e\uff0c\u800c\u4e14\u53ef\u9760\u3001\u53ef\u63a7\u3001\u53ef\u4fe1\u3002 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