{"id":47700,"date":"2025-12-12T06:13:53","date_gmt":"2025-12-11T21:13:53","guid":{"rendered":"https:\/\/kochihen.replan.ne.jp\/?p=47700"},"modified":"2025-12-12T06:13:53","modified_gmt":"2025-12-11T21:13:53","slug":"%e3%80%90%e7%94%9f%e6%88%90ai%e6%b4%bb%e7%94%a8%e3%81%ae%e7%8f%be%e6%ae%b5%e9%9a%8e-%e7%a4%be%e4%bc%9a%e7%9a%84%e3%83%bb%e5%ae%a2%e8%a6%b3%e7%9a%84%e6%8a%8a%e6%8f%a1%e3%80%91","status":"publish","type":"post","link":"https:\/\/kochihen.replan.ne.jp\/?p=47700","title":{"rendered":"\u3010\u751f\u6210AI\u6d3b\u7528\u306e\u73fe\u6bb5\u968e \u793e\u4f1a\u7684\u30fb\u5ba2\u89b3\u7684\u628a\u63e1\u3011"},"content":{"rendered":"<p><a href=\"http:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/12\/4038-2.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/12\/4038-2.jpg\" alt=\"\" width=\"525\" height=\"310\" class=\"alignnone size-full wp-image-47701\" srcset=\"https:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/12\/4038-2.jpg 525w, https:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/12\/4038-2-300x177.jpg 300w\" sizes=\"auto, (max-width: 525px) 100vw, 525px\" \/><\/a><br \/>\n\u3000\u4e00\u5fdc\u3001\u793e\u4f1a\u7684\u306a\u4f01\u696d\u6d3b\u52d5\u306b\u3064\u3044\u3066\u305d\u306e\u7b2c\u4e00\u7dda\u304b\u3089\u8ddd\u96e2\u3092\u7f6e\u304d\u59cb\u3081\u3066\u3044\u308b\u308f\u305f\u3057\u3067\u3059\u304c\u3001\u305d\u3046\u306f\u8a00\u3063\u3066\u3082\u793e\u4f1a\u4eba\u30fb\uff08\u500b\u4eba\uff09\u4f01\u696d\u4eba\u3067\u3042\u308b\u3053\u3068\u306f\u5909\u308f\u308a\u306a\u304f\u3001\u305d\u306e\u63a8\u79fb\u306b\u3064\u3044\u3066\u306f\u6ce8\u8996\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5f53\u7136\u3002<br \/>\n\u3000\u751f\u6210AI\u306b\u3088\u308b\u793e\u4f1a\u306e\u5927\u5909\u5316\u306b\u306f\u65e5\u3005\u306e\u500b\u4eba\u6d3b\u52d5\u3067\u7a4d\u6975\u7684\u306b\u5229\u7528\u3057\u306a\u304c\u3089\u53c2\u52a0\u3068\u3044\u3046\u7acb\u5834\u3002<br \/>\n\u3000AI\u5229\u7528\u306b\u3064\u3044\u3066\uff15\u2212\uff16\u5e74\u524d\u304b\u3089\u5354\u50cd\u3057\u3066\u304d\u3066\u3044\u305f\u5317\u5927\u5de5\u5b66\u90e8\u7cfb\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u304b\u3089\u3001\u751f\u6210AI\u30fb\u65b0\u4e8b\u696d\u306b\u3064\u3044\u3066\u306eWEB\u8b1b\u6f14\u6848\u5185\u304c\u3042\u3063\u305f\u306e\u3067\u8074\u8b1b\u3057\u3066\u304a\u308a\u307e\u3057\u305f\u3002\u3053\u3046\u3044\u3046\u4fe1\u983c\u3067\u304d\u308b\u6a5f\u4f1a\u306f\u306a\u308b\u3079\u304f\u60c5\u5831\u30b2\u30c3\u30c8\u3059\u308b\u3053\u3068\u306b\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u304d\u3066\u3044\u308b\u3068\u306f\u8a00\u3048\u3001\u307e\u3060\u666e\u904d\u7684\u3067\u5ba2\u89b3\u7684\u306a\u300c\u516c\u77e5\u300d\u30ec\u30d9\u30eb\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u304c\u7389\u77f3\u6df7\u6dc6\u3067\u4ea4\u53c9\u3059\u308b\u72b6\u6cc1\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u540c\u4e16\u4ee3\u306e\u53cb\u4eba\u304b\u3089\u3082\u300c\u3042\u308c\u3001\u3069\u3046\u306a\u306e\u3088\uff1f\u6709\u6599\u306e\u89e3\u8aac\u60c5\u5831\u307f\u305f\u3044\u306e\u307e\u3067\u3042\u308b\u3051\u3069\u3001\u610f\u5473\u3042\u308b\u3068\u601d\u3046\u304b\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u3092\u53d7\u3051\u305f\u308a\u3057\u307e\u3059\u3002<br \/>\n\u3000\u308f\u305f\u3057\u81ea\u8eab\u306f\u3001\u7279\u5b9a\u30c6\u30fc\u30de\u9818\u57df\u3067\u306e\u6df1\u6398\u308a\u306e\u6709\u529b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u3044\u3066\u3001\u305d\u306e\u6709\u7528\u6027\u306f\u7406\u89e3\u3067\u304d\u3066\u3044\u308b\u3051\u308c\u3069\u3001\u3069\u3046\u3082\u300c\u5373\u30d3\u30b8\u30cd\u30b9\u306b\u7c21\u5358\u306b\u76f4\u7d50\u3059\u308b\u300d\u307f\u305f\u3044\u306a\u717d\u308a\u7cfb\u306b\u306f\u3001\u3084\u3084\u8ddd\u96e2\u3092\u611f\u3058\u307e\u3059\u3002<br \/>\n\u3000\u305d\u3046\u3044\u3046\u610f\u5473\u3067\u3001\u3053\u306e\u5354\u50cd\u5148\u306f\u4eba\u8108\u7684\u30fb\u5b9f\u7e3e\u7684\u306b\u3082\u4fe1\u983c\u3067\u304d\u308b\u3002<br \/>\n\u3000\u4e0a\u306e\u30b9\u30e9\u30a4\u30c9\u306f\u305d\u306e\u8b1b\u6f14\u3067\u306e\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\u3002<br \/>\n\u3000\u308f\u304b\u308a\u3084\u3059\u3044\u300c\u5e02\u6cc1\u300d\u3092\u4f1d\u3048\u3066\u304f\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u5404\u4f01\u696d\u306e\u73fe\u72b6\u628a\u63e1\u30fb\u8a8d\u8b58\u306e\u4e00\u822c\u89e3\u306a\u306e\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u73fe\u72b6\u3067\u306f\u751f\u6210AI\u306f\u300c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u300d\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3001\u4eca\u5f8c\u306f\u5404\u4f01\u696d\u6bce\u306b\u300c\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u300d\u306b\u914d\u616e\u3057\u305f\u65b9\u5411\u306b\u9032\u3080\u3053\u3068\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u305f\u3002\u4f01\u696d\u5185\u3067\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u6709\u7528\u3067\u3042\u308b\u3053\u3068\u306f\u3042\u304d\u3089\u304b\u3060\u3051\u308c\u3069\u3001\u305d\u3053\u306b\u5fc5\u305a\u3001\u60c5\u5831\u7ba1\u7406\u306e\u8003\u3048\u304c\u751f\u3058\u3066\u304f\u308b\u3053\u3068\u306f\u308f\u304b\u308a\u3084\u3059\u3044\u5c55\u958b\u3002\u5f53\u7136\u3067\u3057\u3087\u3046\u306d\u3002<br \/>\n\u3000\u5404\u793e\u6bce\u306e\u5c02\u7528\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u751f\u6210AI\u304c\u4e8b\u696d\u9818\u57df\u3068\u3057\u3066\u6709\u671b\u306a\u306e\u3067\u3057\u3087\u3046\u3002<br \/>\n\u3000\u30fb\u30fb\u30fb\u3068\u3044\u3046\u793e\u4f1a\u306e\u6982\u89b3\u628a\u63e1\u306b\u8e0f\u307e\u3048\u3066\u3001\u500b\u4eba\u4f01\u696d\u30ec\u30d9\u30eb\u3068\u3057\u3066\u306f\u3055\u3066\u3069\u3046\u3059\u308b\u304b\u3002<br \/>\n\u3000\u308f\u305f\u3057\u306e\u57fa\u672c\u7684\u306a\u7406\u89e3\u3068\u3057\u3066\u306f\u3084\u306f\u308a\u300c\u4f7f\u3044\u7528\u300d\u6b21\u7b2c\u306a\u3093\u3060\u308d\u3046\u3068\u601d\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u793e\u5185\u6587\u66f8\u306e\u300c\u4fbf\u5229\u5316\u300d\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u307f\u305f\u3044\u306a\u3053\u3068\u306f\u3001\u65e9\u6669\u7121\u4fa1\u5024\u5316\u3059\u308b\u3067\u3057\u3087\u3046\u3002\u305d\u3046\u3067\u306f\u306a\u304f\u305d\u308c\u305e\u308c\u306e\u4f01\u696d\u30fb\u500b\u4eba\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u4e8b\u696d\u9818\u57df\u3067\u306e\u300c\u5c02\u9580\u5316\u300d\u767a\u5c55\u304c\u666e\u901a\u306e\u6d41\u308c\u3067\u3057\u3087\u3046\u3002\u300c\u4e00\u822c\u5316\u300d\u5229\u7528\u306b\u3064\u3044\u3066\u4eca\u5f8c\u306e\u5e02\u5834\u6027\u304c\u3042\u308b\u3068\u306f\u601d\u3048\u306a\u3044\u3002\u3080\u3057\u308d\u5c02\u9580\u7684\u9818\u57df\u3067\u306e\u300c\u6df1\u5316\u300d\u5229\u7528\u578b\u767a\u5c55\u304c\u671b\u307e\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u304a\u77e5\u3089\u305b<br \/>\n\u62d9\u66f8\u300c\u4f5c\u5bb6\u3068\u4f4f\u7a7a\u9593\u300d\u5e7b\u51ac\u820e\u304b\u3089\u96fb\u5b50\u66f8\u7c4d\u3067\u767a\u520a<br \/>\n\u304a\u6c42\u3081\u306fAmazon\u3067\u3002<br \/>\n<a href=\"https:\/\/amzn.asia\/d\/eUiv9yO\" rel=\"noopener\" target=\"_blank\">https:\/\/amzn.asia\/d\/eUiv9yO<\/a><br \/>\n<a href=\"http:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/05\/4023-14-2.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/05\/4023-14-2.jpg\" alt=\"\" width=\"300\" height=\"482\" class=\"alignnone size-full wp-image-46472\" srcset=\"https:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/05\/4023-14-2.jpg 300w, https:\/\/kochihen.replan.ne.jp\/blog2\/wp-content\/uploads\/2025\/05\/4023-14-2-187x300.jpg 187w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>English version\u2b07<\/p>\n<p>Current State of Generative AI Adoption: A Social and Objective Assessment<br \/>\nAmidst a jumble of mixed-quality information, the trend seems to be solidifying foundations and deepening in directions that are \u201cspecifically beneficial to one&#8217;s own company or self.\u201d &#8230;<\/p>\n<p>\u3000While I&#8217;ve begun distancing myself from the front lines of corporate activities, I remain a working professional and (individual) entrepreneur. Naturally, I continue to closely monitor these shifts.<br \/>\nRegarding the profound societal changes driven by generative AI, I actively participate by incorporating it into my daily personal activities.<br \/>\n\u3000I recently attended a web lecture on generative AI and new ventures hosted by a startup affiliated with Hokkaido University&#8217;s Faculty of Engineering, a group I&#8217;ve collaborated with on AI usage for five to six years. I make a point of gathering information from such reliable sources whenever possible. While its adoption is accelerating, it hasn&#8217;t yet reached a universally objective \u201cpublic knowledge\u201d level. I believe we&#8217;re in a phase where diverse information\u2014both valuable and worthless\u2014intersects and mixes. Friends of my generation have asked me, \u201cHey, what&#8217;s the deal with this? There&#8217;s even paid explanatory content out there\u2014do you think it&#8217;s worthwhile?\u201d<br \/>\nPersonally, I use it as a powerful tool for deep diving into specific thematic areas and understand its usefulness. However, I feel somewhat distanced from the hype suggesting it \u201ceasily translates directly into business.\u201d<br \/>\nIn that sense, this collaborative partner is trustworthy both in terms of connections and track record.<br \/>\n\u3000The slide above is a snapshot from that presentation.<br \/>\nIt clearly conveyed the \u201cmarket conditions.\u201d It likely represents the general consensus on understanding each company&#8217;s current situation. However, the presentation emphasized that while generative AI currently relies on \u201cpublicly available tools,\u201d the future will see companies moving toward solutions that address \u201cinformation leakage risks.\u201d It&#8217;s obvious that generative AI is useful for improving productivity within companies, but it&#8217;s also clear that this inevitably raises information management concerns. That&#8217;s only natural.<br \/>\n\u3000Generative AI as a dedicated tool for each company seems to be a promising business domain.<br \/>\n&#8230;Based on this overview of society, what should individual companies do?<br \/>\nMy fundamental understanding is that it ultimately depends on how it&#8217;s used. Utilizing this tool merely as a \u201cconvenience\u201d for internal documents will likely become worthless sooner or later. Instead, the normal trajectory is for each company and individual to pursue \u201cspecialized\u201d development within their respective business domains. I don&#8217;t foresee market potential for \u201cgeneralized\u201d use going forward. Rather, what&#8217;s likely desired is development centered on \u201cdeepening\u201d its application within specialized domains.<\/p>\n<p>Notice<br \/>\nMy book \u201cWriters and Living Spaces\u201d published as an e-book by Gentosha<br \/>\nAvailable on Amazon.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3000\u4e00\u5fdc\u3001\u793e\u4f1a\u7684\u306a\u4f01\u696d\u6d3b\u52d5\u306b\u3064\u3044\u3066\u305d\u306e\u7b2c\u4e00\u7dda\u304b\u3089\u8ddd\u96e2\u3092\u7f6e\u304d\u59cb\u3081\u3066\u3044\u308b\u308f\u305f\u3057\u3067\u3059\u304c\u3001\u305d\u3046\u306f\u8a00\u3063\u3066\u3082\u793e\u4f1a\u4eba\u30fb\uff08\u500b\u4eba\uff09\u4f01\u696d\u4eba\u3067\u3042\u308b\u3053\u3068\u306f\u5909\u308f\u308a\u306a\u304f\u3001\u305d\u306e\u63a8\u79fb\u306b\u3064\u3044\u3066\u306f\u6ce8\u8996\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5f53\u7136\u3002 \u3000\u751f\u6210AI\u306b\u3088\u308b\u793e\u4f1a\u306e\u5927\u5909\u5316\u306b\u306f\u65e5\u3005 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"\u3010\u751f\u6210AI\u6d3b\u7528\u306e\u73fe\u6bb5\u968e \u793e\u4f1a\u7684\u30fb\u5ba2\u89b3\u7684\u628a\u63e1\u3011\r\n\u7389\u77f3\u6df7\u6dc6\u60c5\u5831\u304c\u4ea4\u53c9\u3059\u308b\u4e2d\u3001\u8db3\u4e0b\u3092\u56fa\u3081\u3066\u300c\u81ea\u793e\u30fb\u81ea\u5206\u306b\u7279\u5b9a\u7684\u306b\u6709\u76ca\u300d\u306a\u65b9\u5411\u306b\u6df1\u5316\u3057\u3066\u884c\u304f\u6d41\u308c\u304b\u3068\u3002\u30fb\u30fb\u30fb","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}},"categories":[1],"tags":[],"class_list":["post-47700","post","type-post","status-publish","format-standard","hentry","category-1"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9MKWA-cpm","_links":{"self":[{"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/posts\/47700","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47700"}],"version-history":[{"count":1,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/posts\/47700\/revisions"}],"predecessor-version":[{"id":47702,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=\/wp\/v2\/posts\/47700\/revisions\/47702"}],"wp:attachment":[{"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47700"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47700"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kochihen.replan.ne.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47700"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}