{"id":255,"date":"2025-10-12T09:07:36","date_gmt":"2025-10-12T00:07:36","guid":{"rendered":"https:\/\/media50s.com\/?p=255"},"modified":"2025-10-16T22:16:18","modified_gmt":"2025-10-16T13:16:18","slug":"ai_2025_vol1","status":"publish","type":"post","link":"https:\/\/media50s.com\/en\/2025\/10\/12\/ai_2025_vol1\/","title":{"rendered":"Series #1: \"What's LLM? How to walk in the age of AI co-creation by a marketer in his 50s, starting from \"What is LLM?"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"556\" height=\"362\" src=\"https:\/\/media50s.com\/wp-content\/uploads\/2025\/10\/image-16.png\" alt=\"\" class=\"wp-image-256\" srcset=\"https:\/\/media50s.com\/wp-content\/uploads\/2025\/10\/image-16.png 556w, https:\/\/media50s.com\/wp-content\/uploads\/2025\/10\/image-16-300x195.png 300w\" sizes=\"auto, (max-width: 556px) 100vw, 556px\" \/><\/figure>\n\n\n\n<p>\u79c1\u306f\u3001\u30e1\u30c7\u30a3\u30a2\u30fb\u5e83\u544a\u30fb\u4ee3\u7406\u5e97\u30fb\u4e8b\u696d\u4f1a\u793e\u3068\u3001\u65e5\u672c\u4f01\u696d\u3001\u7c73\u56fd\u4f01\u696d\u3001\u4e2d\u56fd\u4f01\u696d\u3001\u30e8\u30fc\u30ed\u30c3\u30d1\u4f01\u696d\u306b\u306630\u5e74\u8fd1\u304f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u73fe\u5834\u3092\u6b69\u3093\u3067\u304d\u307e\u3057\u305f\u3002\u4eca\u306f\u88fd\u85ac\u696d\u754c\u3067\u6226\u7565\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u30d3\u30b8\u30cd\u30b9\u958b\u767a\u306b\u643a\u308f\u308a\u306a\u304c\u3089\u3001\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u306e\u30d3\u30c3\u30b0\u30a6\u30a7\u30fc\u30d6\u3092\u808c\u3067\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5927\u304d\u306a\u6ce2\u306f2000\u5e74\u524d\u5f8c\u306e\u30cd\u30c3\u30c8\u30d0\u30d6\u30eb\u4ee5\u6765\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>2025\u5e74\u3001AI\u306e\u9032\u5316\u306f\u3082\u306f\u3084\u300c\u672a\u6765\u306e\u8a71\u300d\u3067\u306f\u306a\u304f\u3001\u65e5\u3005\u306e\u696d\u52d9\u306b\u6df1\u304f\u5165\u308a\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u7279\u306bSora2\u306e\u767b\u5834\u304b\u3089\u305d\u306e\u52d5\u304d\u306f\u3068\u3093\u3067\u3082\u306a\u3044\u52e2\u3044\u306b\u306a\u3063\u3066\u3044\u304f\u4e88\u611f\u3002\u3002\u3002\u3044\u3084\u5b9f\u611f\u304c\u3042\u308a\u307e\u3059\u3002\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u4f5c\u696d\u7684\u306a\u90e8\u5206\u306fAI\u306b\u4efb\u305b\u308b\u3053\u3068\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u6628\u4eca\u3002<\/p>\n\n\n\n<p>\u305d\u3093\u306a\u3059\u3054\u3044\u52e2\u3044\u3067\u5909\u5316\u3059\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u4e2d\u3067\u3001\u6539\u3081\u3066\u3002\u300cLLM\u3063\u3066\u4f55\u3060\u3063\u3051\uff1f\u300d\u300cAI\u3063\u3066\u4f55\u304c\u3067\u304d\u308b\u3093\u3060\u3063\u3051\uff1f\u300d\u300c\u30de\u30fc\u30b1\u30bf\u30fc\u3068\u3057\u3066\u3001\u3053\u308c\u304b\u3089\u3069\u3046\u751f\u304d\u3066\u3044\u304f\u3079\u304d\u306a\u3093\u3060\u308d\u3046\uff1f\u300d\u3068\u81ea\u554f\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u3067\u306f\u3001\u305d\u3093\u306a\u554f\u3044\u3092\u8d77\u70b9\u306b\u3001\u79c1\u81ea\u8eab\u306e\u30ad\u30e3\u30ea\u30a2\u3084\u7d4c\u9a13\u3092\u4ea4\u3048\u306a\u304c\u3089\u3001AI\u6642\u4ee3\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u30ad\u30e3\u30ea\u30a2\u306e\u3042\u308a\u65b9\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u25c7\u305d\u308c\u306f\u305d\u3046\u3068\u3001LLM\u3063\u3066\u4f55\u3060\u3063\u3051\uff1f<\/p>\n\n\n\n<p>LLM\uff08Large Language Model\uff09\u3068\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3066\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u81ea\u7136\u306a\u8a00\u8a9e\u3092\u7406\u89e3\u30fb\u751f\u6210\u3067\u304d\u308bAI\u306e\u3053\u3068\u3002ChatGPT\u3001Claude\u3001Gemini\u306a\u3069\u304c\u4ee3\u8868\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u79c1\u304c\u521d\u3081\u3066ChatGPT\u3092\u89e6\u3063\u305f\u3068\u304d\u3001\u300c\u3053\u308c\u306f\u3001\u3082\u306f\u3084\u201c\u90e8\u4e0b\u201d\u3067\u306f\u306a\u304f\u201c\u76f8\u68d2\u201d\u3060\u300d\u3068\u76f4\u611f\u3057\u307e\u3057\u305f\u3002\u6307\u793a\u306e\u51fa\u3057\u65b9\u6b21\u7b2c\u3067\u3001\u4f01\u753b\u3082\u3001\u30b3\u30d4\u30fc\u3082\u3001\u5206\u6790\u3082\u3001\u9a5a\u304f\u307b\u3069\u306e\u30b9\u30d4\u30fc\u30c9\u3068\u7cbe\u5ea6\u3067\u8fd4\u3063\u3066\u304f\u308b\u3002\u3053\u308c\u306f\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u50cd\u304d\u65b9\u3092\u6839\u672c\u304b\u3089\u5909\u3048\u308b\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u25c7AI\u3063\u3066\u7d50\u5c40\u3001\u4f55\u304c\u3067\u304d\u308b\u306e\uff1f<\/p>\n\n\n\n<p>AI\u306f\u300c\u4eba\u9593\u306e\u77e5\u7684\u4f5c\u696d\u300d\u3092\u4ee3\u66ff\u30fb\u62e1\u5f35\u3059\u308b\u5b58\u5728\u3067\u3059\u3002\u7279\u306b\u751f\u6210AI\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8349\u6848\u4f5c\u6210\uff08\u8a18\u4e8b\u3001\u5e83\u544a\u3001SNS\u6295\u7a3f\uff09<\/li>\n\n\n\n<li>\u9867\u5ba2\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\uff08\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001FAQ\uff09<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u30a4\u30f3\u30b5\u30a4\u30c8\u62bd\u51fa<\/li>\n\n\n\n<li>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u65bd\u7b56\u306e\u81ea\u52d5\u5316<\/li>\n\n\n\n<li>SEO\u3084\u5e83\u544a\u904b\u7528\u306e\u6700\u9069\u5316<\/li>\n<\/ul>\n\n\n\n<p>\u79c1\u81ea\u8eab\u3001\u9031\u306b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30f3\u306e\u982d\u51fa\u3057\u30fb\u30a2\u30a4\u30c7\u30a3\u30a2\u306e\u7f85\u5217\u3092AI\u306b\u4efb\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u305d\u306e\u5206\u6d6e\u3044\u305f\u6642\u9593\u3067\u4e8b\u696d\u30fb\u55b6\u696d\u6226\u7565\u3084\u90e8\u4e0b\u306e\u80b2\u6210\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u25c7Sora2\u306e\u885d\u6483\u3068\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u518d\u5b9a\u7fa9<\/p>\n\n\n\n<p>Sora2\u306e\u767b\u5834\u3067\u3001\u52d5\u753b\u751f\u6210\u304c\u4e00\u6c17\u306b\u73fe\u5b9f\u306e\u3082\u306e\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5909\u5316\u304c\u8d77\u304d\u3066\u3044\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52d5\u753b\u5e83\u544a\u306e\u81ea\u52d5\u751f\u6210\u3068\u9ad8\u901fPDCA<\/li>\n\n\n\n<li>\u5546\u54c1\u7d39\u4ecb\u3084How-to\u52d5\u753b\u306e\u81ea\u52d5\u4f5c\u6210<\/li>\n\n\n\n<li>\u9867\u5ba2\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u57fa\u3065\u304f\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u306e\u81ea\u52d5\u5316<\/li>\n<\/ul>\n\n\n\n<p>\u300c\u52d5\u753b\u306f\u5916\u6ce8\u3059\u308b\u3082\u306e\u300d\u3068\u3044\u3046\u5e38\u8b58\u304c\u5d29\u308c\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u81ea\u8eab\u304c\u201c\u6620\u50cf\u3092\u64cd\u308b\u201d\u6642\u4ee3\u304c\u6765\u3066\u3044\u307e\u3059\u3002\u79c1\u306e\u5468\u308a\u52d5\u753b\u306e\u5236\u4f5c\u3001\u7279\u306b\u5e83\u544a\u52d5\u753b\u3067\u98df\u3079\u3066\u3044\u308b\u4eba\u304c\u7d50\u69cb\u3044\u308b\u306e\u3067\u3001\u7d50\u69cb\u5927\u5909\u306a\u3093\u3058\u3083\u306a\u3044\u304b\u306a\u3068\u601d\u3044\u307e\u3059\u3002\u3067\u3059\u304c\u3001\u30a2\u30fc\u30c8\u3084\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e\u5206\u91ce\u3067\u306f\u307e\u3060\u307e\u3060\u4eba\u9593\u306e\u53ef\u80fd\u6027\u306f\u5927\u304d\u304f\u6b8b\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u4eca\u3001\u307e\u3055\u306b\u3053\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u306e\u4e2d\u3067\u65b9\u5411\u6027\u3092\u6a21\u7d22\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u304b\u3068\u3002\u307e\u305f\u5225\u9014\u3053\u306e\u8fba\u308a\u306f\u30dd\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u25c7\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u4ed5\u4e8b\u306f\u3069\u3046\u5909\u308f\u308b\u306e\u304b\uff1f<\/p>\n\n\n\n<p>\u79c1\u306e\u5b9f\u611f\u3068\u3057\u3066\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u4ed5\u4e8b\u306f\u300c\u4f5c\u308b\u4eba\u300d\u304b\u3089\u300c\u7de8\u96c6\u3057\u3001\u5c0e\u304f\u4eba\u300d\u3078\u3068\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u69cb\u6210\u6848 \u2192 ChatGPT\u3067\u521d\u7a3f\u4f5c\u6210<\/li>\n\n\n\n<li>\u30da\u30eb\u30bd\u30ca\u8a2d\u8a08 \u2192 \u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u4eee\u8aac\u751f\u6210<\/li>\n\n\n\n<li>\u7af6\u5408\u5206\u6790 \u2192 Claude\u3067\u8981\u7d04\u3068\u6bd4\u8f03\u8868\u3092\u81ea\u52d5\u751f\u6210<\/li>\n<\/ul>\n\n\n\n<p>AI\u304c\u201c\u624b\u201d\u3092\u62c5\u3044\u3001\u79c1\u305f\u3061\u306f\u201c\u982d\u201d\u3068\u201c\u5fc3\u201d\u3067\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u3002\u305d\u3093\u306a\u5f79\u5272\u5206\u62c5\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\ud83d\udee0\ufe0f \u4eca\u3059\u3050\u4f7f\u3048\u308b\uff01\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5411\u3051AI\u30c4\u30fc\u30eb<\/p>\n\n\n\n<p>\u25c7\u4ee5\u4e0b\u306f\u3001\u79c1\u304c\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u3044\u308bAI\u30c4\u30fc\u30eb\u306e\u4e00\u90e8\u3067\u3059\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30c4\u30fc\u30eb\u540d<\/th><th>\u7279\u5fb4<\/th><th>\u6d3b\u7528\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>ChatGPT<\/td><td>\u6587\u7ae0\u751f\u6210\u3001\u4f01\u753b\u7acb\u6848\u3001\u8981\u7d04<\/td><td>\u30e1\u30eb\u30de\u30ac\u3001LP\u3001SNS\u6295\u7a3f\u306e\u8349\u6848\u4f5c\u6210<\/td><\/tr><tr><td>Claude<\/td><td>\u9577\u6587\u51e6\u7406\u3001\u6587\u8108\u7406\u89e3\u306b\u5f37\u3044<\/td><td>\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u306e\u8981\u7d04\u3001\u8b70\u4e8b\u9332\u4f5c\u6210<\/td><\/tr><tr><td>Gemini<\/td><td>Google\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u304c\u5f37\u529b<\/td><td>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u5206\u6790\u3001Gmail\u8fd4\u4fe1\u88dc\u52a9<\/td><\/tr><tr><td>Midjourney \/ DALL\u00b7E<\/td><td>\u753b\u50cf\u751f\u6210<\/td><td>\u30d0\u30ca\u30fc\u3001SNS\u30d3\u30b8\u30e5\u30a2\u30eb\u3001\u5546\u54c1\u30a4\u30e1\u30fc\u30b8<\/td><\/tr><tr><td>Sora2<\/td><td>\u52d5\u753b\u751f\u6210\uff08\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\uff09<\/td><td>\u5546\u54c1\u7d39\u4ecb\u52d5\u753b\u3001\u5e83\u544a\u7d20\u6750\u306e\u81ea\u52d5\u751f\u6210<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u25c7 \u30ad\u30e3\u30ea\u30a2\u306e\u8996\u70b9\u304b\u3089\u8003\u3048\u308b\u3001AI\u6642\u4ee3\u306e\u751f\u304d\u65b9<\/p>\n\n\n\n<p>50\u4ee3\u306e\u30de\u30fc\u30b1\u30bf\u30fc\u3068\u3057\u3066\u3001\u79c1\u306f\u3053\u3046\u8003\u3048\u3066\u3044\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u306b\u4efb\u305b\u3089\u308c\u308b\u3053\u3068\u306f\u4efb\u305b\u308b<\/strong>\uff1a\u7a7a\u3044\u305f\u6642\u9593\u3067\u201c\u4eba\u9593\u306b\u3057\u304b\u3067\u304d\u306a\u3044\u3053\u3068\u201d\u306b\u96c6\u4e2d\u3002<\/li>\n\n\n\n<li><strong>\u7d4c\u9a13\u3068\u76f4\u611f\u3092\u6d3b\u304b\u3059<\/strong>\uff1aAI\u306b\u306f\u306a\u3044\u201c\u6587\u8108\u306e\u6df1\u3055\u201d\u3068\u201c\u5224\u65ad\u306e\u91cd\u307f\u201d\u304c\u6b66\u5668\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li><strong>\u5b66\u3073\u7d9a\u3051\u308b\u59ff\u52e2\u3092\u6301\u3064<\/strong>\uff1aAI\u306f\u9032\u5316\u3057\u7d9a\u3051\u308b\u3002\u3060\u304b\u3089\u3053\u305d\u3001\u79c1\u305f\u3061\u3082\u9032\u5316\u3057\u7d9a\u3051\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u25c7\u30b7\u30ea\u30fc\u30ba\u69cb\u6210\u3068\u4eca\u5f8c\u306e\u30c6\u30fc\u30de<\/p>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u66f8\u3044\u305f\u3068\u3053\u308d\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c6\u30fc\u30de\u3067\u300cAI\u00d7\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u00d7\u30ad\u30e3\u30ea\u30a2\u300d\u3092\u6df1\u6398\u308a\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3063\u3066\u307e\u3059\u3002\u601d\u3044\u3064\u3044\u305f\u3089\u3069\u3093\u3069\u3093\u30dd\u30b9\u30c8\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u4e5e\u3046\u3054\u671f\u5f85\uff01<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>LLM\u3063\u3066\u4f55\u3060\u3063\u3051\uff1f<\/strong>\uff08\u672c\u8a18\u4e8b\uff09<br>\u2015 AI\u6642\u4ee3\u306e\u5165\u308a\u53e3\u306b\u7acb\u3064\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u8996\u70b9<\/li>\n\n\n\n<li><strong>AI\u3068\u5171\u5275\u3059\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u8a2d\u8a08\u8853<\/strong><br>\u2015 \u5b9f\u52d9\u3067\u3069\u3046\u4f7f\u3046\uff1f\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u7de8\u96c6\u306e\u30ea\u30a2\u30eb<\/li>\n\n\n\n<li><strong>50\u4ee3\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u30ad\u30e3\u30ea\u30a2\u518d\u8a2d\u8a08\u3068AI\u6d3b\u7528<\/strong><br>\u2015 \u7d4c\u9a13\u3092\u201c\u8cc7\u7523\u201d\u306b\u5909\u3048\u308b\u50cd\u304d\u65b9\u3068\u306f<\/li>\n\n\n\n<li><strong>AI\u6642\u4ee3\u306e\u30c1\u30fc\u30e0\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u80b2\u6210\u8ad6<\/strong><br>\u2015 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