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Alex 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decoding=\"async\" class=\"alignnone wp-image-266517 size-full\" src=\"https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table2.jpg\" alt=\"\" width=\"1061\" height=\"612\" srcset=\"https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table2.jpg 1061w, https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table2-300x173.jpg 300w, https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table2-1024x591.jpg 1024w, https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table2-768x443.jpg 768w\" sizes=\"(max-width: 1061px) 100vw, 1061px\" \/><\/p>\n<p><span>Trust\u7684\u4e94\u500b\u7dad\u5ea6\u5efa\u8b70\u55ae\u7368\u6253\u5206\uff1a<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-266520 size-full\" src=\"https:\/\/www.hkubs.hku.hk\/wp-content\/uploads\/2026\/08\/Prof.-Haipeng-Shen_table3.jpg\" alt=\"\" width=\"1179\" height=\"567\" 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DELTA\u6a21\u578b\u7684\u6f14\u8b8a\uff0c\u67d0\u7a2e\u7a0b\u5ea6\u4e0a\u662f\u4e00\u90e8AI\u5f9e\u300c\u5de5\u5177\u300d\u8d70\u5411\u300c\u4ee3\u7406\u300d\u7684\u6b77\u53f2\uff1a\u904e\u53bb\u6211\u5011\u554f\u7684\u662f\u8a72\u4e0d\u8a72\u7528\u6578\u64da\u3001\u6703\u4e0d\u6703\u7528AI\uff1b\u73fe\u5728\u5fc5\u9808\u56de\u7b54\u7684\u554f\u984c\uff0c\u662f\u6562\u4e0d\u6562\u8b93AI\u81ea\u4e3b\u6c7a\u7b56\u3002\u9019\u500b\u554f\u984c\u7684\u7b54\u6848\uff0c\u6700\u7d42\u53d6\u6c7a\u65bc\u4fe1\u4efb\u2014\u2014\u800c\u4fe1\u4efb\uff0c\u548c\u6578\u64da\u3001\u9818\u5c0e\u529b\u4e00\u6a23\uff0c\u662f\u53ef\u4ee5\u3001\u4e5f\u61c9\u8a72\u88ab\u7cfb\u7d71\u6027\u5efa\u8a2d\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u51fa\u4e86\u4e8b\u4e4b\u5f8c\u7e94\u60f3\u8d77\u88dc\u6551\u7684\u516c\u95dc\u53e3\u5f91\u3002\u7576\u6280\u8853\u53c3\u6578\u5feb\u901f\u8da8\u540c\u3001\u6f14\u7b97\u6cd5\u672c\u8eab\u4e0d\u518d\u69cb\u6210\u58c1\u58d8\u6642\uff0c\u771f\u6b63\u628a\u8d0f\u5bb6\u548c\u8f38\u5bb6\u5206\u958b\u7684\uff0c\u6703\u662f\u8ab0\u80fd\u8b93\u5ba2\u6236\u3001\u76e3\u7ba1\u8005\u3001\u54e1\u5de5\u548c\u516c\u8846\u90fd\u76f8\u4fe1\uff1a\u9019\u5957\u7cfb\u7d71\u4e0d\u50c5\u8070\u660e\uff0c\u800c\u4e14\u53ef\u9760\u3001\u53ef\u63a7\u3001\u53ef\u4fe1\u3002 \u6ce8\uff1a\u672c\u6587\u57fa\u65bc\u4f5c\u8005\u7684\u5de5\u4f5c\u8ad6\u6587\u300aDELTA+T\u00b2: Why \u201cTrust\u201d Belongs Where \u201cTechnique\u201d Used to Sit\u300b\uff0c2026\u5e748\u6708\u3002\u4f5c\u8005\u4f7f\u7528Claude\u548cDeepSeek\u5354\u52a9\u7814\u7a76\u3001\u8d77\u8349\u548c\u5206\u6790\uff0c\u6240\u6709\u5167\u5bb9\u7d93\u4f5c\u8005\u5be9\u95b1\uff0c\u5c0d\u6e96\u78ba\u6027\u8ca0\u8cac\uff0c\u4e26\u5c0d\u6700\u7d42\u4f5c\u54c1\u627f\u64d4\u5168\u90e8\u8cac\u4efb\u3002 \u5f15\u7528\u4f86\u6e90\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"google-site-verification\" content=\"google-site-verification=MjdkluDgHpNk2vz5slbwER2Gusw2rUDQuVULMERWzLo\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.hkubs.hku.hk\/tc\/research\/thought-leadership\/opinions-and-speeches\/deltat%c2%b2-when-trust-replaces-analytics-as-the-defining-bottleneck-in-the-ai-era\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" 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content=\"\u524d\u4e0d\u4e45\uff0c2026\u5e748\u67082\u65e5\uff0c\u6b50\u76df\u300a\u4eba\u5de5\u667a\u6167\u6cd5\u300b\u6838\u5fc3\u689d\u6b3e\u6b63\u5f0f\u751f\u6548\uff1a\u6240\u6709AI\u751f\u6210\u5167\u5bb9\u5fc5\u9808\u6e05\u6670\u6a19\u8a3b\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u5fc5\u9808\u544a\u77e5\u7528\u6236\u6b63\u5728\u8207AI\u4e92\u52d5\uff0c\u9055\u898f\u4f01\u696d\u6700\u9ad8\u9762\u81e81500\u842c\u6b50\u5143\u6216\u5168\u7403\u5e74\u71df\u696d\u984d3%\u7684\u7f70\u6b3e\u3002\u9019\u4e0d\u662f\u4e00\u4efd\u53ef\u4ee5\u9078\u64c7\u9075\u5b88\u7684\u884c\u696d\u5021\u8b70\uff0c\u800c\u662f\u5177\u6709\u6cd5\u5f8b\u7d04\u675f\u529b\u7684\u76e3\u7ba1\u5e95\u7dda\u2014\u2014AI\u4fe1\u4efb\uff0c\u5df2\u7d93\u5f9e\u4f01\u696d\u5167\u90e8\u7684\u9053\u5fb7\u81ea\u89ba\uff0c\u8b8a\u6210\u5916\u90e8\u5f37\u5236\u7684\u5408\u898f\u8981\u6c42\u3002 2010\u5e74\uff0c\u5df4\u5e03\u68ee\u5546\u5b78\u9662\u7684Thomas Davenport\u6559\u6388\u8207Jeanne 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\u4f86\u6307\u5c0e\u516c\u53f8\u5982\u4f55\u90e8\u7f72\u548c\u6210\u529f\u5be6\u65bd\u6578\u64da\u5206\u6790\u9805\u76ee\u3002\u5e7e\u5e74\u5f8c\u9019\u500b\u6a21\u578b\u64f4\u5c55\u7232DELTA Plus\uff0c\u65b0\u589eTechnology\u8207Analytical Technique\u5169\u500b\u8981\u7d20\u3002\u5341\u4e94\u5e74\u5f8c\u7684\u4eca\u5929\uff0c\u9019\u500b\u6a21\u578b\u6216\u8a31\u9700\u8981\u518d\u4e00\u6b21\u4fee\u8a02\uff1a\u4e0d\u662f\u65b0\u589e\u7b2c\u516b\u500b\u8981\u7d20\uff0c\u800c\u662f\u66ff\u63db\u7b2c\u4e03\u500b\u2014\u2014\u7528Trust\u53d6\u4ee3Analytical Techniques\u3002\u4e0d\u59a8\u7a31\u4e4b\u7232DELTA+T\u00b2\uff1aTechnology\u8207Trust\uff0c\u6070\u597d\u5169\u500bT\uff0c\u5171\u540c\u6c7a\u5b9a\u4e00\u500b\u7d44\u7e54\u7684\u5206\u6790\u6210\u679c\u7a76\u7adf\u662f\u88ab\u771f\u6b63\u4f7f\u7528\uff0c\u9084\u662f\u50c5\u50c5\u88ab\u751f\u7522\u51fa\u4f86\u3002 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DELTA+T\u00b2\u901f\u67e5\u8868 \u4ee5\u4e0b\u662f\u4e00\u500b\u7c97\u7565\u76841\uff08\u4f4e\uff09\u52305\uff08\u9ad8\uff09\u81ea\u8a55\u91cf\u8868\uff1a Trust\u7684\u4e94\u500b\u7dad\u5ea6\u5efa\u8b70\u55ae\u7368\u6253\u5206\uff1a DELTA\u6a21\u578b\u7684\u6f14\u8b8a\uff0c\u67d0\u7a2e\u7a0b\u5ea6\u4e0a\u662f\u4e00\u90e8AI\u5f9e\u300c\u5de5\u5177\u300d\u8d70\u5411\u300c\u4ee3\u7406\u300d\u7684\u6b77\u53f2\uff1a\u904e\u53bb\u6211\u5011\u554f\u7684\u662f\u8a72\u4e0d\u8a72\u7528\u6578\u64da\u3001\u6703\u4e0d\u6703\u7528AI\uff1b\u73fe\u5728\u5fc5\u9808\u56de\u7b54\u7684\u554f\u984c\uff0c\u662f\u6562\u4e0d\u6562\u8b93AI\u81ea\u4e3b\u6c7a\u7b56\u3002\u9019\u500b\u554f\u984c\u7684\u7b54\u6848\uff0c\u6700\u7d42\u53d6\u6c7a\u65bc\u4fe1\u4efb\u2014\u2014\u800c\u4fe1\u4efb\uff0c\u548c\u6578\u64da\u3001\u9818\u5c0e\u529b\u4e00\u6a23\uff0c\u662f\u53ef\u4ee5\u3001\u4e5f\u61c9\u8a72\u88ab\u7cfb\u7d71\u6027\u5efa\u8a2d\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u51fa\u4e86\u4e8b\u4e4b\u5f8c\u7e94\u60f3\u8d77\u88dc\u6551\u7684\u516c\u95dc\u53e3\u5f91\u3002\u7576\u6280\u8853\u53c3\u6578\u5feb\u901f\u8da8\u540c\u3001\u6f14\u7b97\u6cd5\u672c\u8eab\u4e0d\u518d\u69cb\u6210\u58c1\u58d8\u6642\uff0c\u771f\u6b63\u628a\u8d0f\u5bb6\u548c\u8f38\u5bb6\u5206\u958b\u7684\uff0c\u6703\u662f\u8ab0\u80fd\u8b93\u5ba2\u6236\u3001\u76e3\u7ba1\u8005\u3001\u54e1\u5de5\u548c\u516c\u8846\u90fd\u76f8\u4fe1\uff1a\u9019\u5957\u7cfb\u7d71\u4e0d\u50c5\u8070\u660e\uff0c\u800c\u4e14\u53ef\u9760\u3001\u53ef\u63a7\u3001\u53ef\u4fe1\u3002 \u6ce8\uff1a\u672c\u6587\u57fa\u65bc\u4f5c\u8005\u7684\u5de5\u4f5c\u8ad6\u6587\u300aDELTA+T\u00b2: Why \u201cTrust\u201d Belongs Where \u201cTechnique\u201d Used to Sit\u300b\uff0c2026\u5e748\u6708\u3002\u4f5c\u8005\u4f7f\u7528Claude\u548cDeepSeek\u5354\u52a9\u7814\u7a76\u3001\u8d77\u8349\u548c\u5206\u6790\uff0c\u6240\u6709\u5167\u5bb9\u7d93\u4f5c\u8005\u5be9\u95b1\uff0c\u5c0d\u6e96\u78ba\u6027\u8ca0\u8cac\uff0c\u4e26\u5c0d\u6700\u7d42\u4f5c\u54c1\u627f\u64d4\u5168\u90e8\u8cac\u4efb\u3002 \u5f15\u7528\u4f86\u6e90\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/tc\/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=\"2026-08-18T08:01:20+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\u7576\u4fe1\u4efb\u53d6\u4ee3\u6280\u8853\uff0c\u6210\u7232AI\u6642\u4ee3\u7684\u771f\u6b63\u74f6\u9838 - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u524d\u4e0d\u4e45\uff0c2026\u5e748\u67082\u65e5\uff0c\u6b50\u76df\u300a\u4eba\u5de5\u667a\u6167\u6cd5\u300b\u6838\u5fc3\u689d\u6b3e\u6b63\u5f0f\u751f\u6548\uff1a\u6240\u6709AI\u751f\u6210\u5167\u5bb9\u5fc5\u9808\u6e05\u6670\u6a19\u8a3b\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u5fc5\u9808\u544a\u77e5\u7528\u6236\u6b63\u5728\u8207AI\u4e92\u52d5\uff0c\u9055\u898f\u4f01\u696d\u6700\u9ad8\u9762\u81e81500\u842c\u6b50\u5143\u6216\u5168\u7403\u5e74\u71df\u696d\u984d3%\u7684\u7f70\u6b3e\u3002\u9019\u4e0d\u662f\u4e00\u4efd\u53ef\u4ee5\u9078\u64c7\u9075\u5b88\u7684\u884c\u696d\u5021\u8b70\uff0c\u800c\u662f\u5177\u6709\u6cd5\u5f8b\u7d04\u675f\u529b\u7684\u76e3\u7ba1\u5e95\u7dda\u2014\u2014AI\u4fe1\u4efb\uff0c\u5df2\u7d93\u5f9e\u4f01\u696d\u5167\u90e8\u7684\u9053\u5fb7\u81ea\u89ba\uff0c\u8b8a\u6210\u5916\u90e8\u5f37\u5236\u7684\u5408\u898f\u8981\u6c42\u3002 2010\u5e74\uff0c\u5df4\u5e03\u68ee\u5546\u5b78\u9662\u7684Thomas Davenport\u6559\u6388\u8207Jeanne 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\u4f86\u6307\u5c0e\u516c\u53f8\u5982\u4f55\u90e8\u7f72\u548c\u6210\u529f\u5be6\u65bd\u6578\u64da\u5206\u6790\u9805\u76ee\u3002\u5e7e\u5e74\u5f8c\u9019\u500b\u6a21\u578b\u64f4\u5c55\u7232DELTA Plus\uff0c\u65b0\u589eTechnology\u8207Analytical Technique\u5169\u500b\u8981\u7d20\u3002\u5341\u4e94\u5e74\u5f8c\u7684\u4eca\u5929\uff0c\u9019\u500b\u6a21\u578b\u6216\u8a31\u9700\u8981\u518d\u4e00\u6b21\u4fee\u8a02\uff1a\u4e0d\u662f\u65b0\u589e\u7b2c\u516b\u500b\u8981\u7d20\uff0c\u800c\u662f\u66ff\u63db\u7b2c\u4e03\u500b\u2014\u2014\u7528Trust\u53d6\u4ee3Analytical 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