{"id":15963,"date":"2026-08-09T20:10:02","date_gmt":"2026-08-09T10:10:02","guid":{"rendered":"https:\/\/geoffreychen.com\/how-to-audit-ai-data-analysis\/"},"modified":"2026-08-09T20:10:02","modified_gmt":"2026-08-09T10:10:02","slug":"how-to-audit-ai-data-analysis","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/how-to-audit-ai-data-analysis\/","title":{"rendered":"AI\u5206\u6790\u4e86\u4e00\u5f20\u8868\u683c\uff0c\u5e94\u8be5\u4ece\u54ea\u91cc\u5f00\u59cb\u590d\u6838\uff1f \/ Where Should You Begin When Auditing AI Analysis of a Dataset?"},"content":{"rendered":"<\/p>\n<p><strong>AI\u65f6\u4ee3\u7684\u5224\u65ad\u529b \u00b7 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href=\"https:\/\/airc.nist.gov\/airmf-resources\/playbook\/\" rel=\"noopener\" target=\"_blank\">NIST\uff1aAI\u98ce\u9669\u7ba1\u7406\u6846\u67b6\u5b9e\u65bd\u624b\u518c<\/a><\/li>\n<li><a href=\"https:\/\/www.oecd.org\/en\/topics\/ai-principles.html\" rel=\"noopener\" target=\"_blank\">OECD\uff1a\u4eba\u5de5\u667a\u80fd\u539f\u5219<\/a><\/li>\n<\/ul>\n<p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17897162,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"When auditing AI dataset analysis, start by tracing data origin, cleaning, definitions, and reproducible calculations, then verify interpretation with control 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