{"id":1350,"date":"2026-01-29T10:51:09","date_gmt":"2026-01-29T10:51:09","guid":{"rendered":"https:\/\/cfnlaw.com.hk\/newsletter-the-code-of-law-data-poisoning-corrupt-data-can-corrupt-an-ai-model\/"},"modified":"2026-04-24T01:42:56","modified_gmt":"2026-04-24T01:42:56","slug":"newsletter-the-code-of-law-data-poisoning-corrupt-data-can-corrupt-an-ai-model","status":"publish","type":"post","link":"https:\/\/cfnlaw.com.hk\/cn\/newsletter-the-code-of-law-data-poisoning-corrupt-data-can-corrupt-an-ai-model\/","title":{"rendered":"\u6cd5\u5f8b\u900f\u89c6 | \u6570\u636e\u6295\u6bd2\uff1a\u9519\u8bef\u6570\u636e\u5982\u4f55\u6c61\u67d3AI\u6a21\u578b"},"content":{"rendered":"\r\n<section block=\"inner-page-banner\" class=\"relative text-white overflow-hidden\">\r\n        <img decoding=\"async\" class=\"absolute top-0 left-0 w-full h-full object-cover\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2025\/12\/Image-16.png\" alt=\"\" \/>\r\n        <div class=\"absolute top-0 left-0 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400;\">\u5f8b\u5e08\u884c\u4e1a\u5f80\u5f80\u503e\u5411\u4e8e\u5728\u7279\u5b9a\u9886\u57df\u53d1\u5c55\u4e13\u957f\uff0c\u4f8b\u5982\u91d1\u878d\u3001\u516c\u53f8\u6cd5\u3001\u6d77\u8fd0\u3001\u4fdd\u9669\u3002\u636e\u6211\u89c2\u5bdf\uff0c\u7edd\u5927\u591a\u6570\u5f8b\u5e08\u5728\u804c\u4e1a\u521d\u671f\uff0c\u90fd\u4f1a\u63a5\u53d7\u5168\u9762\u7684\u6cd5\u5f8b\u8bad\u7ec3\uff0c\u800c\u540e\uff08\u65e0\u8bba\u51fa\u4e8e\u4e2a\u4eba\u9009\u62e9\u3001\u673a\u7f18\u5de7\u5408\u6216\u591a\u79cd\u56e0\u7d20\u7684\u7ed3\u5408\uff09\u9010\u6e10\u5728\u67d0\u4e00\u7279\u5b9a\u9886\u57df\u6df1\u8015\u3002\u8fd9\u79cd\u4e13\u4e1a\u5316\u5e76\u975e\u4e00\u8e74\u800c\u5c31\uff0c\u800c\u662f\u4e00\u4e2a\u5faa\u5e8f\u6e10\u8fdb\u7684\u8fc7\u7a0b\u2014\u2014\u5f8b\u5e08\u5728\u624e\u5b9e\u7684\u6cd5\u5f8b\u57fa\u7840\u4e0a\uff0c\u9010\u6b65\u5b66\u4e60\u5e76\u7406\u89e3\u6240\u6d89\u884c\u4e1a\u7684\u8fd0\u4f5c\u89c4\u5f8b\u3002\u4f8b\u5982\uff0c\u4e00\u4f4d\u521d\u7ea7\u5f8b\u5e08\u6216\u8bb8\u8d77\u521d\u5bf9\u91d1\u878d\u77e5\u4e4b\u751a\u5c11\uff0c\u4f46\u82e5\u5fd7\u5728\u6210\u4e3a\u91d1\u878d\u6cd5\u5f8b\u5e08\uff0c\u5c31\u5fc5\u987b\u6df1\u5165\u7406\u89e3\u91d1\u878d\u5e02\u573a\u7684\u8fd0\u4f5c\u673a\u5236\u4ee5\u53ca\u5404\u7c7b\u91d1\u878d\u5de5\u5177\u3002\u8fd9\u5f80\u5f80\u9700\u8981\u7ecf\u5e74\u7d2f\u6708\u7684\u79ef\u7d2f\uff0c\u56e0\u4e3a\u5f8b\u5e08\u5fc5\u987b\u638c\u63e1\u4e00\u95e8\u539f\u672c\u5e76\u975e\u81ea\u8eab\u4e13\u957f\u7684\u5b66\u79d1\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u804c\u4e1a\u8def\u5f84\u4ea6\u6709\u4f8b\u5916\u3002\u6709\u4e9b\u5f8b\u5e08\u5728\u8f6c\u884c\u6267\u4e1a\u524d\u66fe\u53d7\u8bad\u4e8e\u5176\u4ed6\u4e13\u4e1a\u9886\u57df\uff0c\u800c\u5148\u524d\u7684\u80cc\u666f\u5e38\u4f1a\u5f71\u54cd\u4ed6\u4eec\u65e5\u540e\u7684\u4e13\u4e1a\u65b9\u5411\u3002\u4f8b\u5982\uff0c\u4ece\u533b\u751f\u8f6c\u884c\u4e3a\u5f8b\u5e08\u7684\u5728\u533b\u7597\u6cd5\u9886\u57df\u5177\u5907\u5929\u7136\u4f18\u52bf\uff1b\u4f1a\u8ba1\u5e08\u51fa\u8eab\u7684\u5f8b\u5e08\u5219\u53ef\u80fd\u5728\u516c\u53f8\u91d1\u878d\u6cd5\u65b9\u9762\u72ec\u5177\u6240\u957f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6211\u81ea\u5df1\u7684\u7ecf\u5386\u5219\u517c\u5177\u4e24\u8005\u3002\u6211\u7684\u6cd5\u5f8b\u4e13\u4e1a\u65b9\u5411\u662f\u91d1\u878d\u6cd5\uff0c\u56e0\u6b64\u540c\u6837\u662f\u4ece\u4e00\u540d\u5f8b\u5e08\u8d77\u6b65\uff0c\u4e00\u70b9\u70b9\u719f\u6089\u91d1\u878d\u5b9e\u52a1\u3002\u4f46\u6570\u636e\u79d1\u5b66\u7684\u7ecf\u5386\u5374\u662f\u76f8\u53cd\u8def\u5f84\uff1a\u6211\u5e76\u975e\u4ee5\u5f8b\u5e08\u8eab\u4efd\u9010\u6e10\u6d89\u8db3\u6570\u636e\u79d1\u5b66\uff0c\u800c\u662f\u201c\u7a7a\u964d\u5f0f\u201d\u6295\u5165\u5230\u8fd9\u4e00\u5168\u65b0\u9886\u57df\u3002\u653b\u8bfb\u6570\u636e\u79d1\u5b66\u7855\u58eb\u671f\u95f4\uff0c\u6211\u5b66\u4e60\u4e86\u6570\u5b66\u3001\u7f16\u7a0b\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u53ca\u8bb8\u591a\u4ee4\u4eba\u7740\u8ff7\u7684\u5b66\u79d1\u3002\u5982\u4eca\uff0c\u6211\u5e0c\u671b\u4ece\u6570\u636e\u79d1\u5b66\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u91cd\u65b0\u56de\u5230\u6cd5\u5f8b\u9886\u57df\uff0c\u63a2\u7d22\u4e24\u8005\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6211\u5bf9\u8fd9\u6bb5\u65c5\u7a0b\u5145\u6ee1\u671f\u5f85\u3002\u5f8b\u5e08\u5e38\u5bf9STEM\uff08\u79d1\u5b66\u3001\u6280\u672f\u3001\u5de5\u7a0b\u3001\u6570\u5b66\uff09\u79d1\u76ee\u671b\u800c\u751f\u754f\u2014\u2014\u591a\u5c11\u4eba\u662f\u56e0\u201c\u6211\u4e0d\u64c5\u957f\u6570\u5b66\u201d\u800c\u9009\u62e9\u6cd5\u5f8b\uff1f\u4f46\u65e2\u7136\u6211\u4eb2\u8eab\u7ecf\u5386\u8fc7\u8fd9\u4e00\u5b66\u4e60\u8fc7\u7a0b\uff0c\u6211\u60f3\u6216\u8bb8\uff08\u4ec5\u4ec5\u662f\u6216\u8bb8\uff09\u5b58\u5728\u4e00\u79cd\u65b9\u5f0f\uff0c\u80fd\u7528\u5f8b\u5e08\u80fd\u591f\u7406\u89e3\u7684\u65b9\u5f0f\u6765\u89e3\u91caSTEM\u6982\u5ff5\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6211\u4f5c\u6b64\u5c1d\u8bd5\u7684\u53e6\u4e00\u539f\u56e0\uff0c\u662f\u5e0c\u671b\u63a2\u5bfb\u6cd5\u5f8b\u4e0e\u6570\u636e\u79d1\u5b66\u2014\u2014\u6216\u66f4\u5e7f\u4e49\u4e0a\u4e3a\u201c\u6cd5\u5f8b\u4e0e\u6570\u636e\u201d\u2014\u2014\u7684\u4ea4\u96c6\u3002\u4e00\u4e2a\u663e\u800c\u6613\u89c1\u7684\u4f8b\u5b50\u4fbf\u662f\u201c\u6570\u636e\u9690\u79c1\u6cd5\u201d\u3002\u56e0\u6b64\uff0c\u6211\u8ba1\u5212\u64b0\u5199\u4e00\u7cfb\u5217\u6587\u7ae0\uff0c\u63a2\u8ba8\u6570\u636e\u9690\u79c1\u6cd5\u4e2d\u51fa\u73b0\u7684\u95ee\u9898\u4e0e\u6982\u5ff5\u3002\u5982\u4eca\uff0c\u6570\u636e\u9690\u79c1\u5408\u89c4\u5de5\u4f5c\u5f80\u5f80\u65e2\u9700\u8981\u4e13\u4e1a\u7684\u6cd5\u5f8b\u7406\u89e3\uff0c\u53c8\u6d89\u53ca\u8ba1\u7b97\u673a\u6280\u672f\u5c42\u9762\u7684\u76f8\u5173\u6280\u80fd\u3002\u6211\u5e0c\u671b\u6211\u7684\u6587\u7ae0\u80fd\u5728\u6cd5\u5f8b\u4e0e\u6280\u672f\u89c6\u89d2\u4e4b\u95f4\u63d0\u4f9b\u67d0\u79cd\u5e73\u8861\u3002\u5c3d\u7ba1\u6211\u7684\u5207\u5165\u70b9\u6216\u8bb8\u66f4\u4fa7\u91cd\u4e8e\u5411\u6cd5\u5f8b\u4eba\u666e\u53caSTEM\u6982\u5ff5\uff0c\u4f46\u4e5f\u671f\u5f85\u8fd9\u4e9b\u6587\u5b57\u80fd\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u7b49\u7fa4\u4f53\uff0c\u6253\u5f00\u6cd5\u5f8b\u4e0e\u5408\u89c4\u7684\u89c6\u89d2\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1712\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1.jpg\" alt=\"\" width=\"1414\" height=\"2000\" srcset=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1.jpg 1414w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1-212x300.jpg 212w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1-724x1024.jpg 724w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1-768x1086.jpg 768w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-1-1086x1536.jpg 1086w\" sizes=\"auto, (max-width: 1414px) 100vw, 1414px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1714\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2.jpg\" alt=\"\" width=\"1414\" height=\"2000\" srcset=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2.jpg 1414w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2-212x300.jpg 212w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2-724x1024.jpg 724w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2-768x1086.jpg 768w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-2-1086x1536.jpg 1086w\" sizes=\"auto, (max-width: 1414px) 100vw, 1414px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1715\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3.jpg\" alt=\"\" width=\"1414\" height=\"2000\" srcset=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3.jpg 1414w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3-212x300.jpg 212w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3-724x1024.jpg 724w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3-768x1086.jpg 768w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-3-1086x1536.jpg 1086w\" sizes=\"auto, (max-width: 1414px) 100vw, 1414px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1716\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4.jpg\" alt=\"\" width=\"1414\" height=\"2000\" srcset=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4.jpg 1414w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4-212x300.jpg 212w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4-724x1024.jpg 724w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4-768x1086.jpg 768w, https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2026\/01\/code-of-law-4-1086x1536.jpg 1086w\" sizes=\"auto, (max-width: 1414px) 100vw, 1414px\" \/><\/p>\n<p>&nbsp;<\/p>\n            <\/div>\r\n   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text-ellipsis\">\r\n                        \u8fd1\u65e5\uff0c\u9648\u51af\u5434\u5f8b\u5e08\u4e8b\u52a1\u6240\u6709\u9650\u6cd5\u5f8b\u8d23\u4efb\u5408\u4f19\u7684\u5408\u4f19\u4eba\u66fe\u8c6a\u6e0a\u5f8b\u5e08\u5e94\u9080\u62c5\u4efb\u7531\u534e\u5357\u5e08\u8303\u5927\u5b66\u5f8b\u5e08\u5b66\u9662\u4e0e\u5317\u4eac\u6052\u90fd\u5f8b\u5e08\u4e8b\u52a1\u6240\u8054\u5408\u4e3b\u529e\u7684\u201c\u7ca4\u6e2f\u6fb3\u5927\u6e7e\u533a\u6cd5\u5f8b\u524d\u6cbf\u7cfb\u5217\u8bb2\u5ea7\u201d\u4e3b\u8bb2\u5609\u5bbe\uff0c\u4ee5 \u201c\u4fe1\u6258\u53ca\u4fe1\u6258\u5728\u5bb6\u65cf\u529e\u516c\u5ba4\u4e2d\u7684\u5e94\u7528\u201d\u4e3a\u4e3b\u9898\u53d1\u8868\u4e86\u4e13\u9898\u5206\u4eab\u3002                    <\/div>\r\n                <\/a>\r\n\r\n            \r\n                <a href=\"https:\/\/cfnlaw.com.hk\/cn\/finalist-transactional-boutique-law-firm-of-the-year-alb-hk-law-awards-2025\/\" class=\"p-5 block h-full group bg-white shadow-[0_0_40px_0_rgba(0,0,0,0.10)]\">\r\n                    <div class=\"block overflow-hidden\">\r\n                                                <img decoding=\"async\" class=\"w-full object-cover aspect-[3\/1.4] group-hover:scale-[1.1] transition-all duration-300\" src=\"https:\/\/cfnlaw.com.hk\/wp-content\/uploads\/2025\/11\/Image-28.png\" alt=\"\" \/>\r\n                                            <\/div>\r\n                    <div class=\"mt-5\">\r\n                                                    <span class=\"uppercase text-white inline-flex justify-center items-center text-eyebrow font-georgia p-[10px]\"\r\n                                style=\"color: #ffffff; background-color: #414042\">\u5f8b\u6240\u52a8\u6001<\/span>\r\n                                            <\/div>\r\n                    <h6 class=\"mt-[10px] group-hover:text-brand-purple group-hover:underline underline-offset-2 transition-all duration-300 heading6 font-georgia overflow-hidden line-clamp-2\">\r\n                        \u9648\u51af\u5434\u5f8b\u5e08\u4e8b\u52a1\u6240\u6709\u9650\u6cd5\u5f8b\u8d23\u4efb\u5408\u4f19\u8363\u81ba\u300a\u4e9a\u6d32\u6cd5\u5f8b\u6742\u5fd7\u300b2025\u9999\u6e2f\u6cd5\u5f8b\u5927\u5956\u63d0\u540d                    <\/h6>\r\n                    <div class=\"mt-5 text-body-md text-black-80 overflow-hidden line-clamp-3 text-ellipsis\">\r\n                        \u6211\u4eec\u5f88\u8363\u5e78\u5ba3\u5e03\u9648\u51af\u5434\u5f8b\u5e08\u4e8b\u52a1\u6240\u5165\u56f4\u300a\u4e9a\u6d32\u6cd5\u5f8b\u6742\u5fd7\u300b\uff08ALB\uff092025\u9999\u6e2f\u6cd5\u5f8b\u5927\u5956\u201c\u5e74\u5ea6\u7cbe\u54c1\u4ea4\u6613\u5f8b\u5e08\u4e8b\u52a1\u6240\u201d\u6700\u7ec8\u5019\u9009\u540d\u5355\u3002                    <\/div>\r\n                <\/a>\r\n\r\n                    <\/div>\r\n    <\/div>\r\n\r\n<\/section>\r\n","protected":false},"excerpt":{"rendered":"<p>Lawyers tend to specialize in certain areas of laws: finance, corporate, shipping, insurance and so on. My own observation is that most lawyers receive an all-rounded legal training before they (by choice, by chance or by a mix of factors) focus on a particular area and become a specialist lawyer. The specialization is a continuous process rather than an abrupt switch, whereby the lawyer with his legal training gradually learns about the industry that he is specializing into over the years. For example, a junior lawyer may not know much about finance from day one, but if he wishes to practise as a finance lawyer he must gain a deep understanding on the functioning of the financial markets and instruments. This process often takes years, as the lawyer needs to learn about a discipline that is not his original one.<\/p>\n","protected":false},"author":1,"featured_media":1279,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[25],"tags":[],"class_list":["post-1350","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-legal-lens-cn"],"acf":[],"_links":{"self":[{"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/posts\/1350","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/comments?post=1350"}],"version-history":[{"count":4,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/posts\/1350\/revisions"}],"predecessor-version":[{"id":2435,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/posts\/1350\/revisions\/2435"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/media\/1279"}],"wp:attachment":[{"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/media?parent=1350"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/categories?post=1350"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cfnlaw.com.hk\/cn\/wp-json\/wp\/v2\/tags?post=1350"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}