{"id":7694,"date":"2025-11-04T05:50:00","date_gmt":"2025-11-03T20:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7694"},"modified":"2025-11-02T13:12:44","modified_gmt":"2025-11-02T04:12:44","slug":"how-do-ai-agents-do-human-work-comparing-ai-and-human-workflows-across-diverse-occupations","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7694","title":{"rendered":"How Do AI Agents Do Human Work? Comparing AI and Human Workflows Across Diverse Occupations\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>How Do AI Agents Do Human Work? Comparing AI and Human Workflows Across Diverse Occupations&nbsp;<\/strong>[112.6]<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4eba\u9593\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52b4\u50cd\u8005\u306e\u76f4\u63a5\u6bd4\u8f03\u3092\u521d\u3081\u3066\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u4eba\u9593\u306e\u4ed5\u4e8b\u3092\u3059\u308b\u304b\u3092\u8003\u5bdf\u3059\u308b\u3002 \u7d50\u679c\u304c88.3%\u901f\u304f\u3001\u30b3\u30b9\u30c8\u304c90.4-96.2%\u4f4e\u3044\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.22780v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.22780v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sun, 26 Oct 2025 18:10:22 GMT)<\/li>\n\n\n\n<li>\u4eba\u9593\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6bd4\u8f03\u3001\u69d8\u3005\u306a\u8ab2\u984c\u3082\u6307\u6458\u3055\u308c\u3066\u3044\u308b\u304c\u300cCompared to an average human worker, agents deliver work 88.3\u201396.6% faster and at 90.4\u201396.2% lower costs. Our induced workflows naturally suggest a division of labor: readily programmable steps can be delegated to agents for efficiency, while humans handle the steps where agents fall short.\u300d\u3068\u306e\u7d50\u679c\u306f\u3084\u3084\u9a5a\u304d\u3002\n<ul class=\"wp-block-list\">\n<li>\u300cOne quarter of human activities we studied involve AI tools, with most used for augmentation purposes: integrating AI into existing workflows with minimal disruption, while improving efficiency by 24.3%. In contrast, AI automation markedly reshapes workflows and slows human work by 17.7%, largely due to additional time spent on verification and debugging (Figure 5).\u300d\u306f\u307e\u3041\u305d\u3093\u306a\u3082\u306e\u304b\u3001\u3068\u3044\u3046\u5370\u8c61\u306f\u3042\u308b\u304c\u3002\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002<a href=\"https:\/\/github.com\/zorazrw\/workflow-induction-toolkit\">GitHub &#8211; zorazrw\/workflow-induction-toolkit: A toolkit to induce interpretable workflows from raw computer-use activities.<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Remote Labor Index: Measuring AI Automation of Remote Work\u00a0<\/strong>[46.5]<br>AI\u306f\u3001\u7814\u7a76\u6307\u5411\u306e\u77e5\u8b58\u3068\u63a8\u8ad6\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u6025\u901f\u306b\u9032\u6b69\u3055\u305b\u305f\u304c\u3001\u3053\u308c\u3089\u306e\u6210\u679c\u304c\u7d4c\u6e08\u7684\u4fa1\u5024\u3068\u81ea\u52d5\u5316\u306b\u3069\u306e\u3088\u3046\u306b\u5909\u63db\u3055\u308c\u308b\u304b\u306f\u3001\u307e\u3060\u4e0d\u660e\u3067\u3042\u308b\u3002 \u3053\u308c\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u5b9f\u4e16\u754c\u306e\u7d4c\u6e08\u7684\u306b\u4fa1\u5024\u306e\u3042\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u306a\u308b\u5e83\u7bc4\u56f2\u306b\u308f\u305f\u308b\u30de\u30eb\u30c1\u30bb\u30af\u30bf\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bRemote Labor Index (RLI)\u3092\u5c0e\u5165\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.26787v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.26787v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 30 Oct 2025 17:58:04 GMT)<\/li>\n\n\n\n<li>\u3053\u3061\u3089\u306f\u300cRLI establishes an economically grounded measure of AI automation capacity, with 240 projects spanning 23 domains of digital freelance work, each anchored in demonstrated market value. Frontier AI agents perform near the floor on RLI, achieving an automation rate of less than 3%, revealing a stark gap between progress on computer use evaluations and the ability to perform real and economically valuable work.\u300d\u3068\u6307\u6458\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[42,622],"class_list":["post-7694","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7694","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7694"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7694\/revisions"}],"predecessor-version":[{"id":7715,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7694\/revisions\/7715"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7694"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7694"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}