{"id":2150,"date":"2025-09-02T17:04:49","date_gmt":"2025-09-02T09:04:49","guid":{"rendered":"http:\/\/www.sfmisa.com\/?p=2150"},"modified":"2025-09-02T17:14:51","modified_gmt":"2025-09-02T09:14:51","slug":"%e5%bd%93ai%e6%8a%8a%e5%9c%b0%e7%bc%98%e6%94%bf%e6%b2%bb%e6%9d%a1%e6%ac%be%e8%af%af%e6%a0%87%e4%b8%ba%e6%99%ae%e9%80%9a%e6%9d%a1%e6%ac%be%ef%bc%9a%e9%87%87%e8%b4%ad%e6%95%b0%e5%ad%97%e5%8c%96%e8%bd%ac","status":"publish","type":"post","link":"http:\/\/www.sfmisa.com\/?p=2150","title":{"rendered":"\u5f53AI\u628a\u5730\u7f18\u653f\u6cbb\u6761\u6b3e\u8bef\u6807\u4e3a\u666e\u901a\u6761\u6b3e\uff1a\u91c7\u8d2d\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6697\u7901\u4e0e\u822a\u9053"},"content":{"rendered":"
\n
\"\"<\/figure>\n<\/div>\n\n\n

\u300aAI Doesn\u2019t Fail<\/strong> But dirty data does\u300b\u7531\u6570\u636e\u79d1\u5b66\u4e0e\u4f9b\u5e94\u94fe\u7ba1\u7406\u4e13\u5bb6Iyyappan Chandramouleswaran\u200b<\/strong>\u200b\u64b0\u5199\uff0c\u901a\u8fc7\u5206\u6790\u5168\u7403120\u5bb6\u4f01\u4e1a\u91c7\u8d2d\u6570\u5b57\u5316\u8f6c\u578b\u6848\u4f8b\uff0c\u63ed\u793aAI\u5e94\u7528\u5931\u6548\u7684\u6838\u5fc3\u75c7\u7ed3\u2014\u2014\u200b\u200b\u788e\u7247\u5316\u6570\u636e\u5bfc\u81f4\u7684\u51b3\u7b56\u504f\u5dee\u7387\u9ad8\u8fbe68%\u200b<\/strong>\u200b\uff08\u4f20\u7edf\u54a8\u8be2\u5e72\u9884\u4ec5\u964d\u4f4e12%\u8bef\u5dee\uff09\u3002<\/p>\n\n\n\n

\u200b\u200b\u4e00\u3001AI\u5931\u6548\u7684\u4e09\u5927\u6570\u636e\u9677\u9631\u200b<\/strong>\u200b<\/h1>\n\n\n\n
    \n
  1. \u200b\u200b\u6570\u636e\u788e\u7247\u5316\u200b<\/strong>\u200b
    \u4f9b\u5e94\u5546\u4e3b\u6570\u636e\u5206\u6563\u5728\u5e73\u57477.2\u4e2a\u5b64\u7acb\u7cfb\u7edf\uff08\u5982ERP\/\u5408\u540c\u5e93\/\u7ee9\u6548\u5e73\u53f0\uff09\uff0c\u5bfc\u81f4\u751f\u6210\u5f0fAI\u8f93\u51fa\u77db\u76fe\u6761\u6b3e\u5efa\u8bae\u7684\u6982\u7387\u8fbe45%\u3002<\/li>\n\n\n\n
  2. \u8bed\u5883\u7f3a\u5931\u200b<\/strong>\u200b
    \u533a\u57df\u6027\u91c7\u8d2d\u4e8b\u4ef6\u4e2d\uff0c73%\u7684ESG\u8981\u6c42\u3001\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u7b49\u975e\u7ed3\u6784\u5316\u4fe1\u606f\u672a\u88ab\u6807\u7b7e\u5316\uff0c\u4f7fAI\u5ffd\u7565\u5173\u952e\u7ea6\u675f\u6761\u4ef6\u3002<\/li>\n\n\n\n
  3. \u200b\u65f6\u6548\u8131\u8282\u200b<\/strong>\u200b
    \u4f9b\u5e94\u94fe\u4e2d\u65ad\u9884\u8b66\u5ef6\u8fdf\u5e73\u5747\u8fbe17\u5929\uff08\u56e0\u5b9e\u65f6\u6570\u636e\u63a5\u5165\u7387\u4e0d\u8db330%\uff09\uff0c\u81f4\u4f7fAI\u6a21\u578b\u4f9d\u8d56\u8fc7\u671f\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n\n\n\n

    \u200b\u200b\u4e8c\u3001AI\u4ee3\u7406\u6a21\u578b\u7684\u7a81\u7834\u6027\u67b6\u6784\u200b<\/strong>\u200b<\/h1>\n\n\n\n
    \u4f20\u7edf\u54a8\u8be2\u6a21\u5f0f \u2192 \u6570\u636e\u70bc\u91d1\u6846\u67b6\n\u2193                       \u2193\n\u88ab\u52a8\u54cd\u5e94\u95ee\u9898          \u4e3b\u52a8\u6784\u5efa\u6570\u636e\u57fa\u5ea7\n\u2193                       \u2193\n\u77e5\u8bc6\u968f\u987e\u95ee\u79bb\u573a       \u5185\u5d4c\u6301\u7eed\u5b66\u4e60\u4ee3\u7406<\/code><\/pre>\n\n\n\n
      \n
    • \u200b\u200b\u4ee3\u7406\u6838\u5fc3\u529f\u80fd\u200b<\/strong>\u200b\n
        \n
      • \u52a8\u6001\u6e05\u6d17\u788e\u7247\u6570\u636e\uff08\u5efa\u7acb\u8de8\u7cfb\u7edf\u6570\u636e\u7ba1\u9053\uff09<\/li>\n\n\n\n
      • \u690d\u5165\u8bed\u5883\u611f\u77e5\u5c42\uff08\u81ea\u52a8\u6807\u8bb0\u533a\u57df\u6027\u5408\u89c4\u6807\u7b7e\uff09<\/li>\n\n\n\n
      • \u5b9e\u65f6\u98ce\u9669\u626b\u63cf\uff08\u4f9b\u5e94\u5546\u8206\u60c5\u76d1\u6d4b\u9891\u7387\u63d0\u5347\u81f3\u5206\u949f\u7ea7\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n
      • \u200b\u200b\u4eba\u7c7b\u534f\u4f5c\u673a\u5236\u200b<\/strong>\u200b
        \u8bbe\u7f6e\u200b\u200b\u4e09\u7ea7\u51b3\u7b56\u95f8\u53e3\u200b<\/strong>\u200b\uff1a
        \u25b6\ufe0f AI\u4ee3\u7406\u81ea\u4e3b\u6267\u884c\u5e38\u89c4\u91c7\u8d2d\uff08\u5360\u4e8b\u52a1\u91cf65%\uff09
        \u25b6\ufe0f \u91c7\u8d2d\u4e13\u5458\u590d\u6838\u6218\u7565\u4f9b\u5e94\u5546\u6761\u6b3e\uff0830%\uff09
        \u25b6\ufe0f \u8de8\u90e8\u95e8\u59d4\u5458\u4f1a\u88c1\u5b9a\u5730\u7f18\u653f\u6cbb\u654f\u611f\u8ba2\u5355\uff085%\uff09<\/li>\n<\/ul>\n\n\n\n
        \u200b\u200b\u4e09\u3001\u4e94\u9636\u5b9e\u65bd\u8def\u7ebf\u56fe\u200b<\/strong>\u200b<\/h1>\n\n\n\n
          \n
        1. \u200b\u6570\u636e\u7b51\u57fa\u200b<\/strong>\u200b
          \u5efa\u7acb\u4f9b\u5e94\u5546\/\u5408\u540c\/\u54c1\u7c7b\u4e3b\u6570\u636e\u6807\u51c6\uff08\u5982\u7edf\u4e00UNSPSC\u7f16\u7801\uff09<\/li>\n\n\n\n
        2. \u200b\u77e5\u8bc6\u663e\u5316\u200b<\/strong>\u200b
          \u5c06\u4e13\u5bb6\u8c08\u5224\u7b56\u7565\u8f6c\u5316\u4e3a\u89c4\u5219\u5f15\u64ce\uff08\u5982\u6298\u6263\u89e6\u53d1\u9608\u503c\u7b97\u6cd5\u5316\uff09<\/li>\n\n\n\n
        3. \u200b\u200b\u4ee3\u7406\u8bad\u7ec3\u200b<\/strong>\u200b
          \u5f00\u53d1\u91c7\u8d2d\u4e13\u5c5eAI\u4ee3\u7406\uff08\u805a\u7126\u5c3e\u90e8\u652f\u51fa\u5206\u6790\/\u6761\u6b3e\u51b2\u7a81\u68c0\u6d4b\uff09<\/li>\n\n\n\n
        4. \u4eba\u673a\u534f\u594f\u200b<\/strong>\u200b
          \u5b9a\u4e49AI\u5efa\u8bae\u2192\u4e13\u5458\u4fee\u6b63\u2192\u7cfb\u7edf\u53cd\u9988\u7684\u95ed\u73af\u6d41\u7a0b<\/li>\n\n\n\n
        5. \u200b\u200b\u804c\u80fd\u8fdb\u5316\u200b<\/strong>\u200b
          \u91c7\u8d2d\u56e2\u961f\u8f6c\u578b\u4e3a\u6218\u7565\u5206\u6790\u5e08\uff08\u6848\u4f8b\u663e\u793a\u8c08\u5224\u6548\u7387\u63d0\u534740%\uff09<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"
          \u300aAI Doesn\u2019t Fail But dirty data does\u300b\u7531\u6570\u636e\u79d1\u5b66\u4e0e\u4f9b\u5e94\u94fe\u7ba1\u7406\u4e13\u5bb6Iyyappan Chandramouleswaran\u200b\u200b\u64b0\u5199\uff0c\u901a\u8fc7\u5206\u6790\u5168\u7403120\u5bb6\u4f01\u4e1a\u91c7\u8d2d\u6570\u5b57\u5316\u8f6c\u578b\u6848\u4f8b\uff0c\u63ed\u793aAI\u5e94\u7528\u5931\u6548\u7684\u6838\u5fc3\u75c7\u7ed3\u2014\u2014\u200b…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[80,41],"topic":[],"class_list":["post-2150","post","type-post","status-publish","format-standard","hentry","category-14","tag-80","tag-41"],"_links":{"self":[{"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/posts\/2150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2150"}],"version-history":[{"count":2,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/posts\/2150\/revisions"}],"predecessor-version":[{"id":2153,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=\/wp\/v2\/posts\/2150\/revisions\/2153"}],"wp:attachment":[{"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2150"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2150"},{"taxonomy":"topic","embeddable":true,"href":"http:\/\/www.sfmisa.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftopic&post=2150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}