{"id":65716,"date":"2023-05-12T07:30:03","date_gmt":"2023-05-11T22:30:03","guid":{"rendered":"https:\/\/blog.btrax.com\/jp\/?p=65716"},"modified":"2024-12-27T17:52:01","modified_gmt":"2024-12-27T08:52:01","slug":"generative-ai-vol-3","status":"publish","type":"post","link":"https:\/\/blog.btrax.com\/jp\/generative-ai-vol-3\/","title":{"rendered":"\u751f\u6210AI\u3092\u652f\u3048\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3010\u751f\u6210AI Vol. 3\u3011"},"content":{"rendered":"<div class='wp_content_tag clearfix'><p>\uff0a\u672c\u8a18\u4e8b\u3067\u306f2024\u5e741\u6708\u73fe\u5728\u306e\u60c5\u5831\u3092\u304a\u4f1d\u3048\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u307e\u3067\u300c\u751f\u6210AI \u300d\u30b7\u30ea\u30fc\u30ba\u306eFreshtrax\u3067\u306f\u3001<a href=\"https:\/\/blog.btrax.com\/jp\/generative-ai-1\/\" target=\"_blank\" rel=\"noopener\">\u751f\u6210AI\u306e\u57fa\u672c\uff08Vol.1\uff09<\/a>\u3068<a href=\"https:\/\/blog.btrax.com\/jp\/generative-ai-2\/\" target=\"_blank\" rel=\"noopener\">\u30d7\u30ed\u30f3\u30d7\u30c8\uff08Vol.2\uff09<\/a>\u306b\u95a2\u3057\u3066\u3067\u304d\u308b\u3060\u3051\u5206\u304b\u308a\u3084\u3059\u304f\u307e\u3068\u3081\u3066\u304d\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306fVol.3\u3068\u3057\u3066\u3001\u751f\u6210AI\u306e\u305d\u306e &#8220;\u88cf&#8221; \u306b\u3042\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u306a\u305c\u751f\u6210AI\u3067\u3053\u3093\u306a\u306b\u3082\u51c4\u3044\u3053\u3068\u304c\u5b9f\u73fe\u3067\u304d\u3066\u3044\u308b\u304b\u306e\u8b0e\u306b\u8feb\u308a\u305f\u3044\u3068\u601d\u3046\u3002<\/p>\n<p>\u3082\u3061\u308d\u3093\u305d\u306e\u80cc\u666f\u306b\u306f\u6570\u591a\u304f\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u8907\u96d1\u306b\u7d61\u307f\u5408\u3063\u3066\u3044\u308b\u304c\u3001\u4eca\u56de\u306e\u8da3\u65e8\u306f\u3067\u304d\u308b\u3060\u3051\u308f\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3059\u308b\u3053\u3068\u306a\u306e\u3067\u3001\u7126\u70b9\u3092\u7d5e\u3063\u3066\u57fa\u672c\u7684\u306a\u90e8\u5206\u3060\u3051\u3092\u62bd\u51fa\u3057\u305f\u3002<\/p>\n<h2>\u3088\u304f\u805e\u304f&#8221;LLM&#8221;\u3068\u306f<\/h2>\n<p>\u3055\u3066\u3001\u751f\u6210AI\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u805e\u3044\u3066\u771f\u3063\u5148\u306b\u601d\u3044\u3064\u304f\u306e\u304c &#8220;LLM&#8221; \u3068\u8a00\u3046\u5358\u8a9e\u3002\u30cb\u30e5\u30fc\u30b9\u3084SNS\u3067\u3082AI\u3068\u30bb\u30c3\u30c8\u306e\u3088\u3046\u306b\u8a9e\u3089\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/p>\n<p><strong>LLM<\/strong>\u3068\u306f<strong>Large Language Models<\/strong>\u306e\u7565\u3002<\/p>\n<div id=\"attachment_65719\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65719\" class=\"size-full wp-image-65719\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm1.png\" alt=\"LLM\u306fLarge Language Models\" width=\"830\" height=\"467\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm1.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm1-300x169.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm1-768x432.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65719\" class=\"wp-caption-text\">LLM\u306fLarge Language Models<\/p><\/div>\n<p>\u65e5\u672c\u8a9e\u3067\u7c21\u5358\u306b\u8868\u73fe\u3059\u308b\u3068\u3001<strong>\u305f\u304f\u3055\u3093\u306e\u8a00\u8a9e\u30c7\u30fc\u30bf\u3092\u96c6\u7a4d\u3057\u305f\u300c\u304b\u305f\u307e\u308a\u300d\u306e\u3088\u3046\u306a\u3082\u306e<\/strong>\u3068\u3067\u3082\u8a00\u3048\u308b\u3060\u308d\u3046\u3002<\/p>\n<h2>LLM\u306f\u4f55\u3092\u3057\u3066\u304f\u308c\u308b\u306e\uff1f<\/h2>\n<p>\u81a8\u5927\u306a\u8a00\u8a9e\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u305f\u30e2\u30c7\u30eb\u306e\u4e3b\u306a\u5f79\u5272\u3068\u3057\u3066\u306f\u3001<br \/>\n\u30ea\u30b5\u30fc\u30c1 (Research)\u3001\u5206\u6790 (Analyze)\u3001\u7ffb\u8a33 (Translate)\u3001\u4e88\u60f3 (Predict)\u3001\u5909\u63db (Transform) \u3067\u3042\u308b\u3002<\/p>\n<p>\u4e00\u8a00\u3067\u8868\u73fe\u3059\u308b\u3068LLM\u306f\u751f\u6210AI\u304c\u52d5\u304f\u305f\u3081\u306e\u30b3\u30a2\u306e\u90e8\u5206\u3001\u3059\u306a\u308f\u3061\u30a8\u30f3\u30b8\u30f3\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n<div id=\"attachment_65720\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65720\" class=\"size-full wp-image-65720\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm2.png\" alt=\"LLM\u306f\u751f\u6210\u7cfbAI\u304c\u52d5\u304f\u305f\u3081\u306e\u30a8\u30f3\u30b8\u30f3\" width=\"830\" height=\"466\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm2.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm2-300x168.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm2-768x431.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65720\" class=\"wp-caption-text\">LLM\u306f\u751f\u6210\u7cfbAI\u304c\u52d5\u304f\u305f\u3081\u306e\u30a8\u30f3\u30b8\u30f3<\/p><\/div>\n<h2>LLM\u306f\u3069\u3093\u306a\u4f01\u696d\u304c\u5f37\u3044\u306e\uff1f<\/h2>\n<p>\u3067\u306f\u3001\u305d\u3082\u305d\u3082\u3053\u306eLLM\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u4f01\u696d\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u305d\u3057\u3066\u3001\u3069\u306e\u4f01\u696d\u304c\u73fe\u5728\u306e\u3068\u3053\u308dLLM\u3092\u30ea\u30fc\u30c9\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u3044\u304f\u3064\u304b\u306e\u4f01\u696d\u306e\u4f8b\u3092\u6319\u3052\u3066\u307f\u3088\u3046\u3002<\/p>\n<p><strong>\u30fbOpenAI<\/strong> &#8211; \u307e\u305a\u306f\u7686\u3055\u307e\u3054\u5b58\u77e5\u306eChatGPT\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308bOpenAI\u793e\u3002\u73fe\u5728\u306e\u3068\u3053\u308dMicrosoft\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3082\u3042\u308a\u3001\u753b\u50cf\u3084\u30d3\u30c7\u30aa\u3092\u51e6\u7406\u3059\u308b\u80fd\u529b\u3082\u5099\u3048\u3066\u3044\u308bGPT-4\u3092\u30ea\u30ea\u30fc\u30b9\u306a\u3069\u304b\u306a\u308a\u30ea\u30fc\u30c9\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u30fbGoogle<\/strong> &#8211; \u6b21\u306b\u3001\u3053\u308c\u307e\u305f\u7686\u3055\u307e\u3054\u5b58\u3058\u306eGoogle\u793e\u3002&#8221;<strong>Bard<\/strong>&#8220;\u3068\u547c\u3070\u308c\u308bLLM\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4fdd\u6301\u3057\u3066\u3044\u308b\u3002Google\u306e\u81a8\u5927\u306a\u4e16\u754c\u4e2d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u3088\u308a\u5e83\u7bc4\u56f2\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u8cea\u554f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u307e\u305f\u3001&#8221;<strong>PaLM<\/strong>&#8220;\u3068\u3044\u3046\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3082\u958b\u767a\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u30fbMeta\u00a0<\/strong>&#8211; \u305d\u3057\u3066\u3082\u3046\u4e00\u793e\u6ce8\u76ee\u3057\u305f\u3044\u306e\u304cFacebook\u6539\u3081Meta\u793e\u3002\u65b0\u3057\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb&#8221;<strong>LLaMA<\/strong>&#8220;\u3092\u73fe\u5728\u958b\u767a\u3057\u3066\u3044\u308b\u3002Facebook\u3084Instagram\u3001\u305d\u3057\u3066Whatsapp\u3068\u3044\u3063\u305f\u3001\u3055\u307e\u3056\u307e\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u304c\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u96c6\u3081\u3089\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u6b66\u5668\u306b\u3001LLM\u3092\u4f5c\u308a\u4e0a\u3052\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u30fbTechnology Innovation Institute &#8211; <\/strong>UAE\u306e\u30a2\u30d6\u30c0\u30d3\u306b\u4f4d\u7f6e\u3057\u3001&#8221;<strong>Falcon<\/strong>&#8220;\u3068\u547c\u3070\u308c\u308b\u8907\u6570\u306e\u8a00\u8a9e\u3068\u65b9\u8a00\u3092\u30ab\u30d0\u30fc\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u30b3\u30fc\u30c9\u306e\u81a8\u5927\u306a\u7d44\u307f\u5408\u308f\u305b\u3092\u542b\u3080\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fLLM\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>&#8220;Falcon&#8221;\u306fHugging Face Open LLM Leaderboard\u3067Meta &#8220;LLaMa&#8221;\u3092\u4e0a\u56de\u308a\u6700\u9ad8\u306eLLM\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u4e0a\u8a18\u306e3\u793e\uff08OpenAI, Google, Meta)\u304c\u4eca\u306e\u3068\u3053\u308d\u300cLLM\u4e09\u56fd\u5fd7\u300d\u306e\u3088\u3046\u306a\u611f\u3058\u3060\u304c\u3001\u4eca\u5f8c\u3053\u306e\u52e2\u529b\u56f3\u3082&#8221;Falcon&#8221;\u306e\u4e8b\u4f8b\u306e\u3088\u3046\u306a\u65b0\u898f\u53c2\u5165\u3092\u542b\u3081\u3001\u3069\u3093\u3069\u3093\u5909\u5316\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u3060\u308d\u3046\u3002<\/p>\n<div id=\"attachment_65721\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65721\" class=\"size-full wp-image-65721\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm-map.png\" alt=\"LLM\u306f\u73fe\u5728\u4e09\u56fd\u5fd7\u72b6\u614b\" width=\"830\" height=\"448\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm-map.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm-map-300x162.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/llm-map-768x415.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65721\" class=\"wp-caption-text\">LLM\u306f\u73fe\u5728\u3001OpenAi\u793e\u3001Google\u793e\u3001Meta\u793e\u306e\u300c\u4e09\u56fd\u5fd7\u300d\u306e\u3088\u3046\u306a\u72b6\u614b<\/p><\/div>\n<h2>\u3082\u3046\u4e00\u3064\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc<\/h2>\n<p>\u751f\u6210AI\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u8a9e\u308b\u4e0a\u3067LLM\u306b\u52a0\u3048\u3001\u3082\u3046\u4e00\u3064\u899a\u3048\u3066\u304a\u304d\u305f\u3044\u306e\u304c &#8220;\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc&#8221;\u3068\u8a00\u308f\u308c\u308b\u3082\u306e\u3002\u3053\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u767b\u5834\u304c\u73fe\u5728\u306e\u751f\u6210AI\u3092\u683c\u6bb5\u306b\u9032\u5316\u3055\u305b\u305f\u8d77\u7206\u5264\u306b\u3082\u306a\u3063\u305f\u3002<\/p>\n<div id=\"attachment_65753\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65753\" class=\"wp-image-65753 size-full\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-1.png\" alt=\"\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306fChatGPT\u304c\u751f\u307e\u308c\u308b\u304d\u3063\u304b\u3051\u306b\u3082\u306a\u3063\u305f\" width=\"830\" height=\"456\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-1.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-1-300x165.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-1-768x422.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65753\" class=\"wp-caption-text\">\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306fChatGPT\u304c\u751f\u307e\u308c\u308b\u304d\u3063\u304b\u3051\u306b\u3082\u306a\u3063\u305f<\/p><\/div>\n<p>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306f\u3001<strong>\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u306e\u3072\u3068\u3064\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u5f37\u5316\u5b66\u7fd2\u306b\u7528\u3044\u308b\u6280\u8853<\/strong>\u306e\u3053\u3068\u3060\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306b\u3088\u308b\u51fa\u529b\u751f\u6210\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u3002\u81ea\u7136\u8a00\u8a9e\u3084DNA\u306e\u3088\u3046\u306a\u9023\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u308b\u3002<\/p>\n<p>\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3042\u308b\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u306b\u3082\u5229\u7528\u3055\u308c\u308b\u3002\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u9020\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u3001\u4eba\u9593\u304c\u30e9\u30d9\u30eb\u3092\u3064\u3051\u306a\u304f\u3066\u3082\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u3001\u63a8\u5968\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u624b\u6cd5\u306e\u3053\u3068\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u304c\u7c21\u5358\u306b\u306a\u308aGPT2 -&gt; 3 -&gt; 4\u306e\u3088\u3046\u306b\u958b\u767a\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u305f\u3002<\/p>\n<p><strong>\u751f\u6210AI\u306e\u88cf\u306b\u306f&#8221;LLM&#8221;\u3068&#8221;\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc&#8221;\u3068\u3044\u3046\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u5229\u7528\u3055\u308c\u3066\u3044\u308b<\/strong>\u3068\u8003\u3048\u308c\u3070\u3001\u57fa\u672c\u4e2d\u306e\u57fa\u672c\u306f\u6291\u3048\u3089\u308c\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b\u3002<\/p>\n<div id=\"attachment_65722\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65722\" class=\"size-full wp-image-65722\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer.jpg\" alt=\"\u751f\u6210\u7cfbAI\u306b\u5229\u7528\u3055\u308c\u308b\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc (\u3053\u308c\u3067\u306f\u306a\u3044\uff01)\" width=\"830\" height=\"467\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer.jpg 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-300x169.jpg 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/transformer-768x432.jpg 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65722\" class=\"wp-caption-text\">\u751f\u6210AI\u306b\u5229\u7528\u3055\u308c\u308b\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc (\u3053\u308c\u3067\u306f\u306a\u3044\uff01)<\/p><\/div>\n<h2>\u3044\u304d\u306a\u308aAI\u30b5\u30fc\u30d3\u30b9\u304c\u6025\u5897\u3057\u305f\u7406\u7531\u306f\uff1f<\/h2>\n<p>\u751f\u6210AI\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306f\u65e5\u9032\u6708\u6b69\u3002\u6bce\u9031\u306e\u3088\u3046\u306b\u65b0\u3057\u3044\u30b5\u30fc\u30d3\u30b9\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u6628\u65e5\u3067\u304d\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u6025\u306b\u4eca\u65e5\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3082\u5c11\u306a\u304f\u306a\u3044\u3002\u305d\u308c\u3092\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3059\u308b\u3060\u3051\u3067\u3082\u5927\u5909\u3060\u3002<\/p>\n<div id=\"attachment_65723\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65723\" class=\"size-full wp-image-65723\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-services.png\" alt=\"\u751f\u6210\u7cfbAI\u95a2\u9023\u306e\u30b5\u30fc\u30d3\u30b9 (\u3053\u308c\u3067\u3082\u4e00\u90e8)\" width=\"830\" height=\"610\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-services.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-services-300x220.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-services-768x564.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65723\" class=\"wp-caption-text\">\u751f\u6210AI\u95a2\u9023\u306e\u30b5\u30fc\u30d3\u30b9 (\u3053\u308c\u3067\u3082\u3054\u304f\u4e00\u90e8\u3060)<\/p><\/div>\n<p>\u305d\u3082\u305d\u3082\u306a\u305c2022\u5e74\u5f8c\u534a\u304b\u30892023\u5e74\u660e\u3051\u306b\u304b\u3051\u3066\u3053\u3093\u306a\u306b\u3082\u751f\u6210AI\u3068AI\u95a2\u9023\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u6012\u6d9b\u306e\u767a\u5c55\u3092\u9042\u3052\u305f\u306e\u304b\uff1f<\/p>\n<p>\u304a\u305d\u3089\u304fAI\u7cfb\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u4e16\u754c\u306e\u8907\u6570\u306e\u5834\u6240\u3067\u6c34\u9762\u4e0b\u3067\u7814\u7a76\u958b\u767a\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u3053\u3053\u6570\u5e74\u3067\u4e00\u6c17\u306b\u82b1\u958b\u3044\u305f\u306e\u3067\u3042\u308d\u3046\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/p>\n<p>\u305d\u306e\u8981\u56e0\u306e\u4e00\u3064\u304c\u3001\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u306b\u3088\u308b\u3082\u306e\u3002GPT-3\u306a\u3069\u306f <a class=\"c-link\" href=\"https:\/\/commoncrawl.org\/\" target=\"_blank\" rel=\"noopener noreferrer\" data-stringify-link=\"https:\/\/commoncrawl.org\/\" data-sk=\"tooltip_parent\">Common Crawl\u00a0<\/a>\u306e\u30c7\u30fc\u30bf\uff08\u4e16\u754c\u4e2d\u306eWeb\u30b5\u30a4\u30c8\uff09\u304c\u30e1\u30a4\u30f3\u306e\u5b66\u7fd2\u5143\u3068\u3057\u3066\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3092\u884c\u306a\u3063\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u767a\u5c55\u306f\u305d\u306e\u6027\u8cea\u4e0a\u3001\u6307\u6570\u95a2\u6570\u7684\u306b\u4e00\u6c17\u306b\u9032\u307f\u3001\u3069\u3053\u304b\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30d3\u30c3\u30b0\u30d0\u30f3\u306e\u3088\u3046\u306b\u4e16\u306e\u4e2d\u306b\u5e83\u304c\u308b\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u76f4\u524d\u307e\u3067\u306f\u3042\u307e\u308a\u6c17\u3065\u304b\u306a\u304b\u3063\u305f\u308a\u3082\u3059\u308b\u3002<\/p>\n<div id=\"attachment_65724\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65724\" class=\"size-full wp-image-65724\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-graph.png\" alt=\"\u8fd1\u5e74\u6025\u6fc0\u306b\u767a\u9054\u3057\u305fAI\u95a2\u9023\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\" width=\"830\" height=\"444\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-graph.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-graph-300x160.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-graph-768x411.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65724\" class=\"wp-caption-text\">\u8fd1\u5e74\u6025\u6fc0\u306b\u767a\u9054\u3057\u305fAI\u95a2\u9023\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/p><\/div>\n<p>\u305d\u3057\u3066\u3082\u3046\u4e00\u3064\u306e\u8aac\u3002\u305d\u308c\u306f\u30b3\u30ed\u30ca\u798d\u304cAI\u306e\u767a\u5c55\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u305f\u3068\u3044\u3046\u3082\u306e\u3002\u3053\u308c\u306f\u3001Future Today Institute\u306eCEO, Amy Webb\u304c\u63d0\u5531\u3059\u308b\u8aac\u3067\u3001<a href=\"https:\/\/www.youtube.com\/watch?v=vMUpzxZB3-Y\" target=\"_blank\" rel=\"noopener\">SXSW 2023\u306b\u304a\u3051\u308b\u5f7c\u5973\u306e\u30ad\u30fc\u30ce\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/a>\u3067\u3082\u8aac\u660e\u3055\u308c\u3066\u3044\u305f\u3002<\/p>\n<p>\u7686\u3055\u3093\u3082\u8a18\u61b6\u306b\u65b0\u3057\u3044\u3068\u601d\u3046\u304c\u30012020\u5e74\u521d\u982d\u306b\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u304c\u59cb\u307e\u3063\u305f\u76f4\u5f8c\u304b\u3089\u4ed5\u4e8b\u3082\u5b66\u6821\u3082\u30ea\u30e2\u30fc\u30c8\u306b\u306a\u308a\u3001\u4e16\u754c\u4e2d\u304c\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u6388\u696d\u3092\u884c\u3063\u3066\u3044\u305f\u3002<\/p>\n<p>\u305d\u3046\u306a\u308b\u3068\u3069\u3046\u306a\u308b\u304b\uff1f\u6587\u5b57\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u753b\u50cf\u3001\u6620\u50cf\u3001\u58f0\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u308b\u3002<\/p>\n<p>AI\u306f\u3069\u308c\u3060\u3051\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u308b\u304b\u3067\u305d\u306e\u7cbe\u5ea6\u304c\u5de6\u53f3\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u3001\u30b3\u30ed\u30ca\u798d\u306e3\u5e74\u3067\u6025\u6fc0\u306b\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u3063\u305f\u3053\u3068\u3067\u3001\u305d\u306e\u7cbe\u5ea6\u304c\u3069\u3093\u3069\u3093\u9ad8\u307e\u3063\u3066\u3044\u3063\u305f\u3089\u3057\u3044\u3002<\/p>\n<div id=\"attachment_65725\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-65725\" class=\"size-full wp-image-65725\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth.png\" alt=\"AI\u306e\u767a\u5c55\u306b\u306f\u30b3\u30ed\u30ca\u798d\u304c\u5c11\u306a\u304b\u3089\u305a\u5f71\u97ff\u3057\u3066\u3044\u308b\" width=\"830\" height=\"485\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth.png 830w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-300x175.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2023\/05\/ai-growth-768x449.png 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><p id=\"caption-attachment-65725\" class=\"wp-caption-text\">AI\u306e\u767a\u5c55\u306b\u306f\u30b3\u30ed\u30ca\u798d\u304c\u5c11\u306a\u304b\u3089\u305a\u5f71\u97ff\u3057\u3066\u3044\u308b\u306e\u3067\u306f (\u53c2\u7167: <a href=\"https:\/\/www.youtube.com\/watch?v=vMUpzxZB3-Y\" target=\"_blank\" rel=\"noopener\">Amy Webb, SXSW 2023<\/a>)<\/p><\/div>\n<h2>\u4eca\u5f8c\u306e\u5c55\u958b\u306f\uff1f<\/h2>\n<p>\u3053\u3093\u306a\u306b\u3082\u6bce\u65e5\u6025\u6fc0\u306b\u767a\u5c55\u3057\u3066\u3044\u308b\u751f\u6210AI\u3060\u304c\u3001\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306b\u5c55\u958b\u3057\u3066\u884c\u304f\u306e\u3060\u308d\u3046\u304b\uff1f<\/p>\n<p>\u304a\u305d\u3089\u304f\u6211\u3005\u304c\u73fe\u5728\u76ee\u306e\u5f53\u305f\u308a\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u307e\u3060\u307e\u3060\u5e8f\u76e4\u3067\u3001\u4eca\u5f8c\u306f\u6587\u5b57\u3084\u753b\u50cf\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u97f3\u3001\u58f0\u3001\u52d5\u753b\u3001\u305d\u3057\u3066\u6620\u753b\u306a\u3069\u3082AI\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u3066\u884c\u304f\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002<\/p>\n<p>\u305d\u3057\u3066\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u8457\u4f5c\u6a29\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u8ab2\u984c\u304c\u51fa\u3066\u304f\u308b\u3002\u305d\u308c\u306b\u5bfe\u3059\u308b\u6cd5\u6574\u5099\u3082\u6025\u3050\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3060\u3002<\/p>\n<p>\u6b21\u56de\u306f\u751f\u6210AI\u306e\u767a\u5c55\u304c\u4ed5\u4e8b\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u95a2\u3057\u3066\u307e\u3068\u3081\u3066\u3044\u304f\u3002<\/p>\n<p>\u53c2\u8003: 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