{"id":5527,"date":"2026-07-14T05:00:37","date_gmt":"2026-07-13T20:00:37","guid":{"rendered":"https:\/\/stevenbleistein.net\/?p=5527"},"modified":"2026-07-04T21:17:49","modified_gmt":"2026-07-04T12:17:49","slug":"goodharts-law-and-the-tyranny-of-ai-metrics","status":"publish","type":"post","link":"https:\/\/stevenbleistein.net\/ja\/2026\/07\/goodharts-law-and-the-tyranny-of-ai-metrics\/","title":{"rendered":"\u30b0\u30c3\u30c9\u30cf\u30fc\u30c8\u306e\u6cd5\u5247\u3068AI\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5c02\u5236"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"5527\" class=\"elementor elementor-5527\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7e7b31e5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e7b31e5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e9e7146\" data-id=\"e9e7146\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-20f03991 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"20f03991\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/stevenbleistein.net\/ja\/podcast\/podcast-goodharts-law-and-the-tyranny-of-ai-metrics\/\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"&gt;&gt; Click here to listen to this episode\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-podcast\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/stevenbleistein.net\/ja\/podcast\/podcast-goodharts-law-and-the-tyranny-of-ai-metrics\/\" >\n\t\t\t\t\t\t\t&gt;&gt; Click here to listen to this episode\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tPrefer to listen to the podcast version of this article? Click above to listen in on my Growth Zone podcast.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3c6f90d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c6f90d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1bb05e5\" data-id=\"1bb05e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e31777 elementor-widget elementor-widget-text-editor\" data-id=\"7e31777\" 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3059\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u3002<\/p><p>\u3059\u306a\u308f\u3061\u3001\u7d44\u7e54\u306bAI\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u3059\u3079\u3066\u306eCEO\u3078\u306e\u554f\u3044\u306f\u3053\u308c\u3060\u3002\u3042\u306a\u305f\u306eAI\u6307\u6a19\u306f\u5b9f\u969b\u306b\u4f55\u3092\u6e2c\u5b9a\u3057\u3066\u3044\u308b\u306e\u304b\u3002\u6b63\u76f4\u306a\u7b54\u3048\u304c\u300c\u5f93\u696d\u54e1\u304c\u30c4\u30fc\u30eb\u3092\u3069\u308c\u3060\u3051\u4f7f\u3063\u3066\u3044\u308b\u304b\u300d\u3067\u3042\u308c\u3070\u3001\u3042\u306a\u305f\u304c\u6301\u3063\u3066\u3044\u308b\u306e\u306f\u6226\u7565\u3067\u306f\u306a\u304f\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u4f53\u5236\u3060\u3002\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u6e2c\u5b9a\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u3063\u3066\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u3092\u6e2c\u5b9a\u3057\u3066\u3044\u306a\u3044\u3002\u305d\u3057\u3066\u3001\u304b\u3064\u3066\u306a\u3044\u3053\u3068\u3092AI\u3067\u5b9f\u73fe\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3042\u306a\u305f\u306e\u512a\u79c0\u306a\u4eba\u6750\u304c\u3001\u4f55\u3082\u6559\u3048\u3066\u304f\u308c\u306a\u3044\u6570\u5b57\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u3002<\/p><p>\u5c0e\u5165\u7387\u3092\u5fd8\u308c\u308b\u3079\u304d\u3060\u3002\u305d\u3057\u3066\u4ee3\u308f\u308a\u306b\u554f\u3044\u3092\u6295\u3052\u304b\u3051\u3066\u6b32\u3057\u3044\u3002\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306f6\u30f6\u6708\u524d\u306b\u306f\u3067\u304d\u306a\u304b\u3063\u305f\u4f55\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u304b\u3002\u4ee5\u524d\u306f\u305d\u308c\u3092\u7121\u8996\u3059\u308b\u305f\u3081\u306b\u4eba\u54e1\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u305f\u554f\u984c\u304c\u3001\u4eca\u306f\u89e3\u6c7a\u3055\u308c\u3066\u3044\u308b\u304b\u3002\u7d44\u7e54\u306e\u3069\u306e\u30ea\u30fc\u30c0\u30fc\u304c\u3001AI\u304c\u306a\u3051\u308c\u3070\u4e0b\u3057\u3066\u3044\u305f\u5224\u65ad\u3088\u308a\u3082\u771f\u306b\u512a\u308c\u305f\u5224\u65ad\u3092\u4e0b\u3059\u305f\u3081\u306bAI\u3092\u6d3b\u7528\u3057\u305f\u304b\u3002<\/p><p>\u305d\u308c\u3089\u306f\u7b54\u3048\u308b\u306e\u304c\u96e3\u3057\u3044\u554f\u3044\u3060\u3002\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u5feb\u9069\u3055\u306b\u62b5\u6297\u3059\u308b\u3002\u3057\u304b\u3057\u554f\u3046\u4fa1\u5024\u306e\u3042\u308b\u552f\u4e00\u306e\u554f\u3044\u3060\u3002\u306a\u305c\u306a\u3089\u3001\u305d\u308c\u3089\u306f\u30d3\u30b8\u30cd\u30b9\u306b\u3064\u3044\u3066\u306e\u3082\u306e\u3067\u3042\u308a\u3001\u6307\u6a19\u306b\u3064\u3044\u3066\u306e\u3082\u306e\u3067\u306f\u306a\u3044\u304b\u3089\u3002<\/p><p>\u6307\u6a19\u304c\u76ee\u6a19\u306b\u306a\u3063\u305f\u3068\u304d\u3001\u305d\u308c\u306f\u826f\u3044\u6307\u6a19\u3067\u306f\u306a\u304f\u306a\u308b\u3002\u305d\u308c\u306f2018\u5e74\u306e\u8ca9\u58f2KPI\u306b\u3064\u3044\u3066\u3082\u8a00\u3048\u30012026\u5e74\u306eAI\u5229\u7528\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u3064\u3044\u3066\u3082\u8a00\u3048\u308b\u3053\u3068\u3060\u3002\u305d\u3057\u3066\u6b21\u306b\u6765\u308b\u3044\u304b\u306a\u308b\u6307\u6a19\u306b\u3064\u3044\u3066\u3082\u771f\u5b9f\u3067\u3042\u308a\u7d9a\u3051\u308b\u3060\u308d\u3046\u3002\u8a08\u6e2c\u5668\u3092\u305d\u308c\u304c\u4ed5\u3048\u308b\u3079\u304d\u6210\u679c\u3068\u6df7\u540c\u3059\u308b\u8a98\u60d1\u306b\u62b5\u6297\u3057\u306a\u3044\u9650\u308a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-19b80478 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"19b80478\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-75d36a88\" data-id=\"75d36a88\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-20030a3b elementor-widget elementor-widget-image\" data-id=\"20030a3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/stevenbleistein.net\/ja\/books\/#dauntlessleadership\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"888\" height=\"1200\" src=\"https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership.png\" class=\"attachment-full size-full wp-image-4765\" alt=\"\" srcset=\"https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership.png 888w, https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership-222x300.png 222w, https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership-758x1024.png 758w, https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership-768x1038.png 768w, https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/dauntless-leadership-9x12.png 9w\" sizes=\"(max-width: 888px) 100vw, 888px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-767d9ec0 elementor-widget elementor-widget-text-editor\" data-id=\"767d9ec0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Steve&#8217;s New Book: Dauntless Leadership<\/b><\/p><p><a href=\"https:\/\/stevenbleistein.net\/ja\/books\/#dauntlessleadership\">https:\/\/stevenbleistein.net\/books\/#dauntlessleadership<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>&gt;&gt; Click here to listen to this episode Prefer to listen to the podcast version of this article? Click above to listen in on my Growth Zone podcast. Amazon employees are running AI agents in the background \u2014 not to get work done, but to inflate their token consumption scores. Meta and Microsoft employees are doing the same. The phenomenon even has a name now: tokenmaxxing. Workers gaming an internal leaderboard by burning through AI usage metrics that mean nothing, in order to satisfy managers who have confused the measure with the outcome. This is not an AI problem. It is a management problem as old as management itself. And [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5568,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","episode_type":"audio","audio_file":"","transcript_file":"","podmotor_file_id":"","podmotor_episode_id":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","footnotes":""},"categories":[1],"tags":[],"series":[],"class_list":["post-5527","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"episode_featured_image":"https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/07\/goodhart-law-ai-metrics.jpg","episode_player_image":"https:\/\/stevenbleistein.net\/wp-content\/uploads\/2026\/04\/Podcast-Cover-copy-scaled.jpg","download_link":"","player_link":"","audio_player":false,"episode_data":{"playerMode":"dark","subscribeUrls":{"apple_podcasts":{"key":"apple_podcasts","url":"","label":"Apple Podcasts","class":"apple_podcasts","icon":"apple-podcasts.png"},"stitcher":{"key":"stitcher","url":"","label":"Stitcher","class":"stitcher","icon":"stitcher.png"},"google_podcasts":{"key":"google_podcasts","url":"","label":"Google Podcasts","class":"google_podcasts","icon":"google-podcasts.png"},"spotify":{"key":"spotify","url":"","label":"Spotify","class":"spotify","icon":"spotify.png"}},"rssFeedUrl":"https:\/\/stevenbleistein.net\/ja\/feed\/podcast\/the-growth-zone","embedCode":"<blockquote class=\"wp-embedded-content\" data-secret=\"ubiNaAXAod\"><a href=\"https:\/\/stevenbleistein.net\/ja\/2026\/07\/goodharts-law-and-the-tyranny-of-ai-metrics\/\">Goodhart\u2019s Law and the Tyranny of AI Metrics<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/stevenbleistein.net\/ja\/2026\/07\/goodharts-law-and-the-tyranny-of-ai-metrics\/embed\/#?secret=ubiNaAXAod\" width=\"500\" height=\"350\" title=\"&#8220;Goodhart\u2019s Law and the Tyranny of AI Metrics&#8221; &#8212; Steven Bleistein\" data-secret=\"ubiNaAXAod\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! 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Click above to listen in on my Growth Zone podcast. Amazon employees are running AI agents in the background \u2014 not to get work done, but to inflate their token consumption scores. Meta and Microsoft employees are doing the same. The phenomenon even has a name now: tokenmaxxing. Workers gaming an internal leaderboard by burning through AI usage metrics that mean nothing, in order to satisfy managers who have confused the measure with the outcome. This is not an AI problem. It is a management problem as old as management itself. 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