{"id":15932,"date":"2026-08-09T20:08:56","date_gmt":"2026-08-09T10:08:56","guid":{"rendered":"https:\/\/geoffreychen.com\/how-to-check-ai-calculations-and-numbers\/"},"modified":"2026-08-09T20:08:56","modified_gmt":"2026-08-09T10:08:56","slug":"how-to-check-ai-calculations-and-numbers","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/how-to-check-ai-calculations-and-numbers\/","title":{"rendered":"AI\u7b97\u51fa\u7684\u6570\u5b57\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u81ea\u5df1\u9a8c\u7b97\uff1f \/ Why Should You Recheck Numbers Calculated by AI?"},"content":{"rendered":"<\/p>\n<p><strong>AI\u65f6\u4ee3\u7684\u5224\u65ad\u529b \u00b7 \u7b2c8\u7bc7<\/strong><\/p>\n<p>\u6570\u5b57\u4f1a\u7ed9\u7b54\u6848\u4e00\u79cd\u5ba2\u89c2\u611f\uff0c\u4f46\u9519\u8bef\u53ef\u80fd\u51fa\u73b0\u5728\u5355\u4f4d\u3001\u53e3\u5f84\u3001\u516c\u5f0f\u3001\u56db\u820d\u4e94\u5165\u6216\u8f93\u5165\u6570\u636e\u4e0a\u3002\u6700\u7ec8\u7ed3\u679c\u5373\u4f7f\u201c\u770b\u8d77\u6765\u5408\u7406\u201d\uff0c\u4e5f\u53ef\u80fd\u7531\u4e00\u4e2a\u9519\u8bef\u5206\u6bcd\u5f97\u5230\u3002\u68c0\u67e5\u6570\u5b57\u4e0d\u80fd\u53ea\u91cd\u7b97\u6700\u540e\u4e00\u6b65\uff0c\u800c\u8981\u91cd\u5efa\u8ba1\u7b97\u3002<\/p>\n<p><strong>\u4f8b\u5b50\uff1a\u8282\u7701\u4e86\u767e\u5206\u4e4b\u591a\u5c11\uff1f<\/strong><\/p>\n<p>\u539f\u4ef7200\u5143\uff0c\u73b0\u4ef7150\u5143\u3002AI\u82e5\u7528150\u4f5c\u4e3a\u5206\u6bcd\uff0c\u53ef\u80fd\u8bf4\u4ef7\u683c\u4e0b\u964d\u4e8633.3%\uff1b\u6b63\u786e\u95ee\u9898\u662f\u201c\u76f8\u5bf9\u4e8e\u539f\u4ef7\u4e0b\u964d\u591a\u5c11\u201d\uff0c\u56e0\u6b64\u5e94\u8ba1\u7b97(200\u2212150)\u00f7200\uff0c\u7ed3\u679c\u662f25%\u3002\u4e24\u79cd\u7b54\u6848\u90fd\u50cf\u6570\u5b66\uff0c\u5374\u56de\u7b54\u4e86\u4e0d\u540c\u95ee\u9898\u3002<\/p>\n<p><strong>\u6570\u5b57\u5ba1\u8ba1\u7684\u4e94\u4e2a\u683c\u5b50<\/strong><\/p>\n<ol>\n<li>\u8f93\u5165\uff1a\u539f\u59cb\u6570\u5b57\u6765\u81ea\u54ea\u91cc\uff0c\u662f\u5426\u6284\u9519\uff1f<\/li>\n<li>\u5b9a\u4e49\uff1a\u6bcf\u4e2a\u6307\u6807\u7a76\u7adf\u4ee3\u8868\u4ec0\u4e48\uff1f<\/li>\n<li>\u5355\u4f4d\uff1a\u5143\u3001\u5343\u5143\u3001\u767e\u5206\u6bd4\u548c\u767e\u5206\u70b9\u662f\u5426\u6df7\u7528\uff1f<\/li>\n<li>\u516c\u5f0f\uff1a\u5206\u5b50\u3001\u5206\u6bcd\u548c\u65f6\u95f4\u8303\u56f4\u662f\u5426\u6b63\u786e\uff1f<\/li>\n<li>\u5408\u7406\u6027\uff1a\u7ed3\u679c\u7684\u6570\u91cf\u7ea7\u662f\u5426\u7b26\u5408\u5e38\u8bc6\uff1f<\/li>\n<\/ol>\n<p><strong>\u8ba9\u5de5\u5177\u5f7c\u6b64\u5236\u8861<\/strong><\/p>\n<p>\u53ef\u4ee5\u8ba9AI\u89e3\u91ca\u516c\u5f0f\uff0c\u4f46\u5e94\u4f7f\u7528\u8ba1\u7b97\u5668\u3001\u7535\u5b50\u8868\u683c\u6216\u53ef\u8fd0\u884c\u4ee3\u7801\u91cd\u7b97\u3002\u5bf9\u4e8e\u62a5\u8868\uff0c\u518d\u968f\u673a\u62bd\u53d6\u51e0\u884c\u624b\u5de5\u6838\u5bf9\u3002\u82e5\u7b54\u6848\u5f71\u54cd\u9884\u7b97\u3001\u62a5\u4ef7\u6216\u7814\u7a76\u7ed3\u8bba\uff0c\u8fd8\u8981\u4fdd\u5b58\u8f93\u5165\u6570\u636e\u4e0e\u8ba1\u7b97\u6b65\u9aa4\u3002<\/p>\n<blockquote>\n<p>\u53ef\u4fe1\u7684\u6570\u5b57\u4e0d\u4ec5\u8981\u6709\u7ed3\u679c\uff0c\u8fd8\u8981\u80fd\u4ece\u7ed3\u679c\u8fd4\u56de\u539f\u59cb\u6570\u636e\u3002<\/p>\n<\/blockquote>\n<p><strong>\u53c2\u8003\u8d44\u6599<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.nist.gov\/publications\/artificial-intelligence-risk-management-framework-generative-artificial-intelligence\" rel=\"noopener\" target=\"_blank\">NIST\uff1a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u98ce\u9669\u7ba1\u7406\u6846\u67b6<\/a><\/li>\n<li><a 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<\/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":"The article argues that AI numbers can be misleading due to unit, definition, formula, rounding or source errors, so you must reconstruct the calculation.","_geoff_meta_description_zh":"\u6587\u7ae0\u6307\u51faAI\u7ed9\u51fa\u7684\u6570\u5b57\u53ef\u80fd\u56e0\u5355\u4f4d\u3001\u53e3\u5f84\u3001\u516c\u5f0f\u3001\u56db\u820d\u4e94\u5165\u6216\u8f93\u5165\u6570\u636e\u9519\u8bef\u800c\u5931\u771f\uff0c\u56e0\u6b64\u9700\u8981\u91cd\u5efa\u8ba1\u7b97\u800c\u975e\u53ea\u6838\u5bf9\u6700\u540e\u4e00\u6b65\u3002","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[787295098],"tags":[787295099,787295100,787294346,787294391,787295101,787294384,787294292,787295102],"class_list":["post-15932","post","type-post","status-publish","format-standard","hentry","category-ai-era-judgment","tag-ai-hallucinations","tag-ai-hallucinations-zh","tag-artificial-intelligence","tag-critical-thinking","tag-information-verification","tag-787294384","tag-787294292","tag-information-verification-zh",""],"translatepress_titles":{"en_AU":"AI\u7b97\u51fa\u7684\u6570\u5b57\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u81ea\u5df1\u9a8c\u7b97\uff1f \/ Why Should You Recheck Numbers Calculated by AI?"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-48Y","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/15932","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=15932"}],"version-history":[{"count":0,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/15932\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=15932"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=15932"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=15932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}