	{"id":126669,"date":"2024-04-29T10:49:55","date_gmt":"2024-04-29T09:49:55","guid":{"rendered":"https:\/\/www.artefact.com\/blog\/keeping-the-promise-of-ai-the-role-of-ethics-in-developing-responsible-unbiased-models\/"},"modified":"2024-04-29T10:49:55","modified_gmt":"2024-04-29T09:49:55","slug":"keeping-the-promise-of-ai-the-role-of-ethics-in-developing-responsible-unbiased-models","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/keeping-the-promise-of-ai-the-role-of-ethics-in-developing-responsible-unbiased-models\/","title":{"rendered":"\u5151\u73b0\u4eba\u5de5\u667a\u80fd\u7684\u627f\u8bfa\uff1a\u9053\u5fb7\u5728\u5f00\u53d1\u8d1f\u8d23\u4efb\u3001\u65e0\u504f\u89c1\u6a21\u578b\u4e2d\u7684\u4f5c\u7528"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling article-author\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:670px;--awb-max-height:377px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:56.27%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/MWizp6Vlk1c?wmode=transparent&autoplay=0\" width=\"670\" height=\"377\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p style=\"text-align: center;\"><a href=\"https:\/\/www.youtube.com\/watch?v=hXHhbkOor9I\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u89c2\u770b Data Leader \u89c6\u9891\u00a0<\/span><\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/smartlink.ausha.co\/the-bridge-by-artefact\/entretien-the-bridge-avec-jean-marie-john-mathews-phd-cofondateur-et-directeur-scientifique-de-giskard-ai-data\" target=\"_blank\" rel=\"noopener\"><em>\u6536\u542c\u64ad\u5ba2<\/em><\/a><\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u7c7b\u522b\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4f5c\u7528<\/h2><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u7684\u5230\u6765\u5bf9\u4f20\u7edf\u7684\u4eba\u5458\u548c\u5185\u5bb9\u5206\u7c7b\u65b9\u5f0f\u63d0\u51fa\u4e86\u6311\u6218\uff0c\u5bfc\u81f4\u4e86\u65b0\u7684\u95ee\u9898\u601d\u8003\u65b9\u5f0f\uff0c\u5e76\u53ef\u80fd\u5f15\u53d1\u65b0\u7684\u504f\u89c1\u6216\u6b67\u89c6\u95ee\u9898\u3002. <\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u4f20\u7edf\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5efa\u7acb\u5728\u4e13\u5bb6\u77e5\u8bc6\u548c\u89c4\u5219\u7684\u57fa\u7840\u4e0a\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4e00\u5bb6\u94f6\u884c\u6b63\u5728\u8003\u8651\u5411\u67d0\u4eba\u53d1\u653e\u8d37\u6b3e\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u6839\u636e\u6027\u522b\u3001\u804c\u4e1a\u6216\u5176\u4ed6\u4eba\u53e3\u7edf\u8ba1\u5b66\u7279\u5f81\u5bf9\u5019\u9009\u4eba\u8fdb\u884c\u5206\u7c7bdata\u3002\u4f46\u5982\u4eca\uff0c\u968f\u7740\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u53d1\u5c55\uff0c\u4eba\u4eec\u5f00\u59cb\u6452\u5f03\u50f5\u5316\u7684\u5206\u7c7b\u65b9\u6cd5\u3002\u6211\u4eec\u4e0d\u518d\u4f7f\u7528 \u201c\u7279\u5b9a\u5e74\u9f84\u548c\u793e\u4f1a\u7ecf\u6d4e\u80cc\u666f\u7684\u5973\u6027 \u201d\u8fd9\u6837\u7684\u7c7b\u522b\uff0c\u800c\u662f\u5c06\u91cd\u70b9\u8f6c\u79fb\u5230\u6536\u96c6\u5927\u91cf\u7684\u884c\u4e3a data \u4e0a\u3002\u8fd9\u79cd data \u53ef\u80fd\u5305\u62ec\u94f6\u884c\u4ea4\u6613\u6216\u6d4f\u89c8\u5386\u53f2\u7b49\u5185\u5bb9\u3002\u6211\u4eec\u7684\u60f3\u6cd5\u662f\uff0c\u901a\u8fc7\u89c2\u5bdf\u8fd9\u4e9b\u7ec6\u7c92\u5ea6\u7684 data\uff0c\u53ef\u4ee5\u505a\u51fa\u51b3\u7b56\uff0c\u800c\u4e0d\u5fc5\u4f9d\u8d56\u53ef\u80fd\u4f1a\u5f3a\u5316\u6b67\u89c6\u7684\u9884\u5b9a\u4e49\u7c7b\u522b\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u8fd9\u79cd\u8f6c\u53d8\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u4e0a\u7684\uff0c\u5b83\u8fd8\u63d0\u51fa\u4e86\u5173\u4e8e\u5982\u4f55\u6784\u5efa\u7c7b\u522b\u3001\u7c7b\u522b\u5bf9\u793e\u4f1a\u7684\u5f71\u54cd\u4ee5\u53ca\u5728\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\u4f7f\u7528\u7c7b\u522b\u7684\u4f26\u7406\u8003\u8651\u7b49\u54f2\u5b66\u95ee\u9898\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\uff1a\u4e2a\u4eba data \u548c\u8d23\u4efb<\/h2><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u4ee5\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\u4e3a\u4f8b\uff0c\u5f53\u524d\u7684\u4eba\u5de5\u667a\u80fd\u7acb\u6cd5\u683c\u5c40\u63ed\u793a\u4e86\u4f20\u7edf\u7acb\u6cd5\u7c7b\u522b\u4e0e\u6280\u672f\u5de5\u5177\u4e0d\u65ad\u6f14\u53d8\u7684\u6027\u8d28\u4e4b\u95f4\u7684\u6839\u672c\u77db\u76fe\u3002.\u00a0<\/span><span style=\"font-weight: 400;\">\u8ba4\u8bc6\u5230\u4eba\u5de5\u667a\u80fd\u7684\u98ce\u9669\u548c\u5f71\u54cd\u4e0e\u4f7f\u7528\u73af\u5883\u5bc6\u5207\u76f8\u5173\uff0c\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\u6839\u636e\u4f7f\u7528\u60c5\u51b5\u5bf9\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u8fdb\u884c\u7acb\u6cd5\uff0c\u800c\u4e0d\u662f\u5c06\u5176\u786c\u6027\u5206\u7c7b\u3002\u4f8b\u5982\uff0c\u8be5\u6cd5\u6848\u5f15\u5165\u4e86\u80fd\u591f\u8fdb\u884c\u591a\u65b9\u9762\u5e94\u7528\u7684\u591a\u529f\u80fd\u4eba\u5de5\u667a\u80fd\u3002\u9762\u4e34\u7684\u6311\u6218\u662f\u5982\u4f55\u4f30\u8ba1\u5176\u98ce\u9669\uff0c\u4f46\u5728\u5c1a\u672a\u660e\u786e\u754c\u5b9a\u5176\u7528\u9014\u7684\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u8bc4\u4f30\u5176\u98ce\u9669\u5462\uff1f<\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u4ece\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u5230\u66f4\u5148\u8fdb\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u8f6c\u53d8\u8fdb\u4e00\u6b65\u6a21\u7cca\u4e86\u4f7f\u7528\u548c\u8d23\u4efb\u4e4b\u95f4\u7684\u754c\u9650\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u96f6\u552e\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u4f7f\u7528\u5185\u90e8\u5de5\u5177\u548c\u4ea7\u54c1\u4fe1\u606f\u6765\u63d0\u4f9b\u5efa\u8bae\u6216\u56de\u7b54\u5e38\u89c1\u95ee\u9898\u3002\u4f46\u5b83\u4e5f\u53ef\u80fd\u9762\u4e34\u6ee5\u7528\u95ee\u9898\uff0c\u4f8b\u5982\u65e8\u5728\u4e3a\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u5f15\u51fa\u6709\u6bd2\u56de\u590d\u7684\u653b\u51fb\u6027\u8be2\u95ee\u3002\u8fd9\u7ed9\u4f01\u4e1a\u63d0\u51fa\u4e86\u5173\u952e\u95ee\u9898\uff1a\u7ba1\u7406\u8fd9\u4e9b\u98ce\u9669\u7684\u8d23\u4efb\u5728\u54ea\u91cc\uff1f\u5982\u679c\u653b\u51fb\u8005\u5229\u7528\u4e86\u7cfb\u7edf\uff0c\u8d23\u4efb\u662f\u5426\u53ea\u5728\u4e8e\u653b\u51fb\u8005\uff0c\u8fd8\u662f\u4eba\u5de5\u667a\u80fd\u7684\u521b\u5efa\u8005\u548c\u90e8\u7f72\u8005\u4e5f\u6709\u8d23\u4efb\uff1f <\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u751f\u6001\u7cfb\u7edf\u4e2d\u53c2\u4e0e\u8005\u6570\u91cf\u7684\u589e\u52a0\uff0c\u8d23\u4efb\u4e5f\u53d8\u5f97\u8d8a\u6765\u8d8a\u5206\u6563\u3002\u4e0d\u4ec5\u662f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u90e8\u7f72\u8005\u53ef\u80fd\u8981\u627f\u62c5\u8d23\u4efb\uff0c\u5236\u4f5c\u57fa\u7840\u6a21\u578b\u7684\u5b9e\u4f53\u4e5f\u53ef\u80fd\u8981\u627f\u62c5\u8d23\u4efb\u3002\u5f53\u4e8b\u6545\u53d1\u751f\u65f6\uff0c\u786e\u5b9a\u8c01\u662f\u9996\u5f53\u5176\u51b2\u7684\u8d23\u4efb\u4eba\u5c31\u6210\u4e86\u4e00\u9879\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u5f53\u53c2\u4e0e\u8005\u5206\u6563\u5728\u4e0d\u540c\u7684\u7ec4\u7ec7\u751a\u81f3\u4e0d\u540c\u7684\u5730\u7406\u4f4d\u7f6e\u65f6\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u4eba\u5de5\u667a\u80fd\u76d1\u7ba1\u548c\u5408\u4e4e\u9053\u5fb7\u7684\u5546\u4e1a\u5e94\u7528<\/h2><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u50cf\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\u8fd9\u6837\u7684\u6846\u67b6\u5fc5\u987b\u89e3\u51b3\u4f20\u7edf\u76d1\u7ba1\u6a21\u5f0f\u4e0e\u5f53\u4eca\u52a8\u6001\u4eba\u5de5\u667a\u80fd\u73af\u5883\u4e4b\u95f4\u7684\u77db\u76fe\u3002\u9002\u5e94\u6027\u76d1\u7ba1\u6218\u7565\u5bf9\u4e8e\u9002\u5e94\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u591a\u9762\u6027\u53ca\u5176\u5f71\u54cd\u81f3\u5173\u91cd\u8981\u3002.\u00a0<\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u4f01\u4e1a\u53ef\u4ee5\u5229\u7528\u4ece\u5206\u7c7b\u4e2d\u83b7\u5f97\u7684\u7ecf\u9a8c\u6765\u5b8c\u5584\u5ba2\u6237\u7ec6\u5206\u6218\u7565\u3001\u5b9a\u5236\u8425\u9500\u6d3b\u52a8\u548c\u4e2a\u6027\u5316\u5ba2\u6237\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u5c06\u9053\u5fb7\u56e0\u7d20\u7eb3\u5165\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u6d41\u7a0b\uff0c\u4f01\u4e1a\u53ef\u4ee5\u964d\u4f4e\u504f\u89c1\u548c\u6b67\u89c6\u7684\u98ce\u9669\uff0c\u4fc3\u8fdb\u4e0e\u5229\u76ca\u76f8\u5173\u8005\u4e4b\u95f4\u7684\u4fe1\u4efb\u548c\u900f\u660e\u5ea6\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><span style=\"font-weight: 400;\">\u7c7b\u522b\u7684\u91cd\u8981\u6027\u5728\u4e8e\uff0c\u5b83\u4eec\u662f\u6211\u4eec\u7406\u89e3\u548c\u8bc4\u4f30\u4e16\u754c\u7684\u793e\u4f1a\u6846\u67b6\u3002\u5fae\u8c03\u7c7b\u522b\u5bf9\u4e8e\u4ee3\u8868\u4e0d\u540c\u7684\u58f0\u97f3\uff0c\u5c24\u5176\u662f\u53d7\u4eba\u5de5\u667a\u80fd\u504f\u89c1\u5f71\u54cd\u7684\u58f0\u97f3\u81f3\u5173\u91cd\u8981\u3002\u8ba9\u5e7f\u6cdb\u7684\u5229\u76ca\u76f8\u5173\u8005\uff08\u5305\u62ec\u4eba\u5de5\u667a\u80fd\u7528\u6237\u548c\u53d7\u5f71\u54cd\u7684\u4e2a\u4eba\uff09\u53c2\u4e0e\u8fdb\u6765\u81f3\u5173\u91cd\u8981\u3002. <\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><blockquote>\n<div class=\"quote\">\u201c\u7c7b\u522b\u662f\u4e00\u4e2a\u900f\u955c\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b83\u6765\u8bc4\u4f30\u548c\u89e3\u51b3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\u7684\u7ec6\u5fae\u5dee\u522b\u548c\u6f5c\u5728\u504f\u89c1\u3002\u5b83\u4eec\u5bf9\u4e8e\u5728\u5229\u76ca\u76f8\u5173\u8005\u4e4b\u95f4\u63d0\u4f9b\u4e00\u79cd\u5171\u540c\u8bed\u8a00\u548c\u7406\u89e3\uff0c\u4ee5\u53ca\u786e\u4fdd\u7ee7\u7eed\u4ee5\u8d1f\u8d23\u4efb\u548c\u5408\u4e4e\u9053\u5fb7\u7684\u65b9\u5f0f\u5f00\u53d1\u548c\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u81f3\u5173\u91cd\u8981\u201d\u3002\u201d<\/div>\n<div class=\"quote-baseline\">\u8ba9-\u9a6c\u91cc-\u7ea6\u7ff0-\u9a6c\u4fee\u65af<\/div>\n<\/blockquote>\n<\/div><\/div><\/div><\/div><\/article><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-13\" style=\"--awb-text-color:var(--awb-color5);\"><p>\u8bbf\u95ee thebridge.artefact.com\uff0c\u8fd9\u662f\u4e00\u4e2a\u901a\u8fc7\u89c6\u9891\u548c\u64ad\u5ba2\u5b9e\u73b0 data \u548c\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u6c11\u4e3b\u5316\u7684\u5a92\u4f53\u5e73\u53f0\u3002.<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type button-primary-medium\" style=\"--button_text_transform:var(--awb-custom_typography_2-text-transform);--button_font_size:var(--awb-custom_typography_2-font-size);--button_line_height:var(--awb-custom_typography_2-line-height);--button_typography-letter-spacing:var(--awb-custom_typography_2-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_2-font-family);--button_typography-font-weight:var(--awb-custom_typography_2-font-weight);--button_typography-font-style:var(--awb-custom_typography_2-font-style);\" target=\"_self\" data-hover=\"text_slide_down\" href=\"https:\/\/thebridge.artefact.com\/\" rel=\"noopener\"><div class=\"awb-button-text-transition  awb-button__hover-content--centered\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">thebridge.artefact.com<\/span><span class=\"fusion-button-text awb-button__text awb-button__text--default\">thebridge.artefact.com<\/span><\/div><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p> \u8ba9-\u739b\u4e3d-\u7ea6\u7ff0-\u9a6c\u4fee\u65af\uff08Jean-Marie John-Mathews\uff09\u535a\u58eb\uff0c\u5409\u65af\u5361\u5fb7\u4eba\u5de5\u667a\u80fd\u516c\u53f8\uff08Giskard AI\uff09\u8054\u5408\u521b\u59cb\u4eba\u517c\u79d1\u5b66\u603b\u76d1\uff0c\u4ee5\u53ca\u5361\u7f57\u7433-\u53e4\u62c9\u5fb7\uff08Caroline Goulard\uff09\u8bb0\u8005\u517c data \u53ef\u89c6\u5316\u516c\u53f8 Dataveyes \u548c Modality \u7684\u9996\u5e2d\u6267\u884c\u5b98\uff0c\u5171\u540c\u63a2\u8ba8\u4e86\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u6240\u9762\u4e34\u7684\u4f26\u7406\u548c\u653f\u6cbb\u6311\u6218\u3002\u4ed6\u4eec\u63a2\u8ba8\u4e86\u793e\u4f1a\u5982\u4f55\u6784\u5efa\u5206\u7c7b\u3001\u5206\u7c7b\u5982\u4f55\u5c06\u95ee\u9898\u653f\u6cbb\u5316\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u98a0\u8986\u5206\u7c7b\u3002.<\/p>","protected":false},"featured_media":108744,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-126669","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/126669","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/108744"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=126669"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=126669"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=126669"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}