{"id":15971,"date":"2026-08-09T20:10:20","date_gmt":"2026-08-09T10:10:20","guid":{"rendered":"https:\/\/geoffreychen.com\/why-ai-scores-create-false-precision\/"},"modified":"2026-08-09T20:10:20","modified_gmt":"2026-08-09T10:10:20","slug":"why-ai-scores-create-false-precision","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/why-ai-scores-create-false-precision\/","title":{"rendered":"AI\u7ed9\u51fa\u4e00\u4e2a\u7cbe\u786e\u5206\u6570\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u4e00\u5b9a\u66f4\u5ba2\u89c2\uff1f \/ Why Does a Precise AI Score Not Necessarily Mean Greater Objectivity?"},"content":{"rendered":"<\/p>\n<p><strong>AI\u65f6\u4ee3\u7684\u5224\u65ad\u529b \u00b7 \u7b2c47\u7bc7<\/strong><\/p>\n<p>82\u5206\u770b\u8d77\u6765\u6bd4\u201c\u8f83\u5408\u9002\u201d\u66f4\u79d1\u5b66\uff0c\u4f46\u5c0f\u6570\u548c\u6392\u5e8f\u53ef\u80fd\u53ea\u662f\u628a\u4e0d\u786e\u5b9a\u7684\u5224\u65ad\u5305\u88c5\u6210\u7cbe\u786e\u6570\u5b57\u3002\u6a21\u578b\u9009\u62e9\u4e86\u54ea\u4e9b\u6307\u6807\u3001\u5982\u4f55\u52a0\u6743\u3001\u7f3a\u5931\u4fe1\u606f\u600e\u6837\u5904\u7406\uff0c\u90fd\u4f1a\u85cf\u5728\u4e00\u4e2a\u5206\u6570\u540e\u9762\u3002<\/p>\n<p><strong>\u5148\u95ee\u8fd9\u4e2a\u6570\u5b57\u80fd\u4e0d\u80fd\u627f\u53d7\u4e09\u6b21\u8ffd\u95ee<\/strong><\/p>\n<ol>\n<li>\u6821\u51c6\uff1a\u5f97\u523082\u5206\u7684\u5bf9\u8c61\uff0c\u5728\u73b0\u5b9e\u4e2d\u5927\u7ea6\u591a\u5e38\u6210\u529f\uff1f<\/li>\n<li>\u654f\u611f\u6027\uff1a\u6539\u53d8\u4e00\u4e2a\u5408\u7406\u5047\u8bbe\uff0c\u5206\u6570\u4f1a\u4e0d\u4f1a\u4ece82\u53d8\u621065\uff1f<\/li>\n<li>\u5206\u8fa8\u7387\uff1a82\u4e0e80\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u662f\u5426\u5927\u4e8e\u6d4b\u91cf\u8bef\u5dee\uff1f<\/li>\n<\/ol>\n<p><strong>\u628a\u865a\u5047\u7cbe\u5ea6\u8fd8\u539f\u6210\u51b3\u7b56\u533a\u95f4<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u533a\u95f4<\/th>\n<th>\u884c\u52a8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8bc1\u636e\u5145\u5206\u4e14\u5dee\u8ddd\u660e\u663e<\/td>\n<td>\u53ef\u6309\u9884\u5b9a\u89c4\u5219\u884c\u52a8<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u679c\u63a5\u8fd1\u6216\u5bf9\u5047\u8bbe\u654f\u611f<\/td>\n<td>\u8865\u5145\u4fe1\u606f\u5e76\u4eba\u5de5\u6bd4\u8f83<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u4e0d\u8db3\u6216\u540e\u679c\u5f88\u9ad8<\/td>\n<td>\u4e0d\u8bc4\u5206\uff0c\u8f6c\u5165\u4e13\u4e1a\u5ba1\u67e5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0d\u8981\u8ba9AI\u66ff\u4f60\u51b3\u5b9a\u6743\u91cd\u3002\u5148\u5199\u4e0b\u771f\u6b63\u91cd\u8981\u7684\u6807\u51c6\u3001\u6700\u4f4e\u95e8\u69db\u548c\u4e0d\u53ef\u4ea4\u6362\u7684\u6761\u4ef6\uff0c\u518d\u770b\u7cfb\u7edf\u7684\u8bc1\u636e\u3002\u597d\u7684\u51b3\u7b56\u77e9\u9635\u663e\u793a\u6743\u8861\uff1b\u574f\u7684\u603b\u5206\u628a\u4ef7\u503c\u9009\u62e9\u4f2a\u88c5\u6210\u6570\u5b66\u4e8b\u5b9e\u3002<\/p>\n<p><strong>\u53c2\u8003\u8d44\u6599<\/strong><\/p>\n<ul>\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<li><a href=\"https:\/\/www.nist.gov\/itl\/ai-risk-management-framework\" rel=\"noopener\" target=\"_blank\">NIST\uff1a\u4eba\u5de5\u667a\u80fd\u98ce\u9669\u7ba1\u7406\u6846\u67b6<\/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":"A precise AI score like 82 can disguise value choices and uncertainty; the article tests calibration, sensitivity and resolution and urges decision bands over single numbers.","_geoff_meta_description_zh":"82\u8fd9\u6837\u7684\u7cbe\u786eAI\u5206\u6570\u53ef\u80fd\u53ea\u662f\u628a\u4e0d\u786e\u5b9a\u4e0e\u4ef7\u503c\u9009\u62e9\u5305\u88c5\u6210\u6570\u5b57\uff1b\u6587\u7ae0\u7528\u6821\u51c6\u3001\u654f\u611f\u6027\u548c\u5206\u8fa8\u7387\u8ffd\u95ee\uff0c\u5e76\u4e3b\u5f20\u7528\u51b3\u7b56\u533a\u95f4\u66ff\u4ee3\u5355\u5206\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":[787294346,787294391,787295125,787295127,787295126,787294384,787295128,787294292],"class_list":["post-15971","post","type-post","status-publish","format-standard","hentry","category-ai-era-judgment","tag-artificial-intelligence","tag-critical-thinking","tag-decision-making","tag-human-responsibility","tag-decision-making-zh","tag-787294384","tag-human-responsibility-zh","tag-787294292",""],"translatepress_titles":{"en_AU":"AI\u7ed9\u51fa\u4e00\u4e2a\u7cbe\u786e\u5206\u6570\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u4e00\u5b9a\u66f4\u5ba2\u89c2\uff1f \/ Why Does a Precise AI Score Not Necessarily Mean Greater Objectivity?"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-49B","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/15971","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=15971"}],"version-history":[{"count":0,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/15971\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=15971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=15971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=15971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}