{"id":42,"date":"2025-04-04T14:14:13","date_gmt":"2025-04-04T05:14:13","guid":{"rendered":"https:\/\/ai-headline.com\/?p=42"},"modified":"2025-04-04T14:14:14","modified_gmt":"2025-04-04T05:14:14","slug":"%e6%9c%80%e6%96%b0ai%e9%96%8b%e7%99%ba%e3%83%84%e3%83%bc%e3%83%ab%e7%b7%8f%e3%81%be%e3%81%a8%e3%82%81%ef%bc%9a%e9%96%8b%e7%99%ba%e5%8a%b9%e7%8e%87%e3%82%92%e5%8a%87%e7%9a%84%e3%81%ab%e5%90%91%e4%b8%8a","status":"publish","type":"post","link":"https:\/\/ai-headline.com\/?p=42","title":{"rendered":"\u6700\u65b0AI\u958b\u767a\u30c4\u30fc\u30eb\u7dcf\u307e\u3068\u3081\uff1a\u958b\u767a\u52b9\u7387\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u6b21\u4e16\u4ee3\u30c4\u30fc\u30eb\u306e\u5b9f\u529b"},"content":{"rendered":"\n<p>AI\u306e\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u6700\u65b0\u30c4\u30fc\u30eb\u304c\u7d9a\u3005\u3068\u767b\u5834\u3057\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u6280\u8853\u9769\u65b0\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u30012024\u5e74\u6700\u65b0\u306eAI\u958b\u767a\u30c4\u30fc\u30eb\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3068\u6d3b\u7528\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 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X\u300d\u3084Amazon\u306e\u300cCodeWhisperer Pro\u300d\u306a\u3069\u3001AI\u306b\u3088\u308b\u30b3\u30fc\u30c9\u751f\u6210\u30c4\u30fc\u30eb\u304c\u5927\u5e45\u306b\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1\u3092\u7c21\u7d20\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3082\u591a\u6570\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u3001AI\u958b\u767a\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4e0b\u304c\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u958b\u767a\u8005\u304cAI\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u53c2\u52a0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001AI\u958b\u767a\u306e\u5404\u6bb5\u968e\uff08\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u30e2\u30c7\u30eb\u69cb\u7bc9\u3001\u8a55\u4fa1\u3001\u30c7\u30d7\u30ed\u30a4\uff09\u3092\u52b9\u7387\u5316\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3082\u5145\u5b9f\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> AI\u958b\u767a\u30c4\u30fc\u30eb\u3068\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308b\u3068\u304d\u306b\u4f7f\u3046\u9053\u5177\u306e\u3053\u3068\u3067\u3059\u3002\u6614\u306fAI\u3092\u958b\u767a\u3059\u308b\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3068\u6280\u8853\u304c\u5fc5\u8981\u3067\u3057\u305f\u304c\u3001\u6700\u8fd1\u306f\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u304c\u5897\u3048\u305f\u304a\u304b\u3052\u3067\u3001\u591a\u304f\u306e\u4eba\u304cAI\u958b\u767a\u306b\u6311\u6226\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u81ea\u52d5\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u304f\u308c\u308b\u30c4\u30fc\u30eb\u3084\u3001AI\u306e\u6027\u80fd\u3092\u30c6\u30b9\u30c8\u3059\u308b\u30c4\u30fc\u30eb\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u751f\u6210\u3092\u52b9\u7387\u5316\u3059\u308bAI\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">GitHub Copilot X<\/h3>\n\n\n\n<p>GitHub Copilot X\u306f\u30012024\u5e74\u524d\u534a\u306b\u5927\u5e45\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u884c\u308f\u308c\u3001\u30b3\u30fc\u30c9\u3092\u5358\u306b\u88dc\u5b8c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u69cb\u9020\u3092\u7406\u89e3\u3057\u3001\u8907\u96d1\u306a\u6a5f\u80fd\u306e\u5b9f\u88c5\u3092\u63d0\u6848\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30b3\u30fc\u30c9\u306e\u8aac\u660e\u751f\u6210\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u63d0\u6848\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027\u306e\u691c\u51fa\u6a5f\u80fd\u3082\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cCopilot Chat\u300d\u6a5f\u80fd\u306f\u3001\u6280\u8853\u7684\u306a\u8cea\u554f\u306b\u81ea\u7136\u8a00\u8a9e\u3067\u56de\u7b54\u3057\u3001\u30b3\u30fc\u30c9\u306e\u89e3\u8aac\u3084\u6539\u5584\u6848\u3092\u63d0\u793a\u3057\u307e\u3059\u3002\u307e\u305f\u3001Visual Studio Code\u3060\u3051\u3067\u306a\u304fJetBrains\u306eIDE\u3084Neovim\u306a\u3069\u3001\u3088\u308a\u591a\u304f\u306e\u958b\u767a\u74b0\u5883\u306b\u5bfe\u5fdc\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> GitHub Copilot X\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u624b\u4f1d\u3063\u3066\u304f\u308c\u308bAI\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u30e6\u30fc\u30b6\u30fc\u30ed\u30b0\u30a4\u30f3\u6a5f\u80fd\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u5165\u529b\u3059\u308b\u3068\u3001\u5fc5\u8981\u306a\u30b3\u30fc\u30c9\u3092\u81ea\u52d5\u7684\u306b\u66f8\u3044\u3066\u304f\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u305f\u308a\u3001\u3082\u3063\u3068\u826f\u3044\u66f8\u304d\u65b9\u3092\u63d0\u6848\u3057\u305f\u308a\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u6700\u8fd1\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u3067\u8cea\u554f\u3059\u308b\u3068\u7b54\u3048\u3066\u304f\u308c\u308b\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Amazon CodeWhisperer Pro<\/h3>\n\n\n\n<p>Amazon\u304c\u958b\u767a\u3059\u308bCodeWhisperer Pro\u306f\u4f01\u696d\u5411\u3051\u306e\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b9\u30ad\u30e3\u30f3\u3084\u30b3\u30fc\u30c9\u54c1\u8cea\u306e\u81ea\u52d5\u8a55\u4fa1\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u307e\u3057\u305f\u3002\u7279\u306b\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306e\u30b3\u30fc\u30c9\u751f\u6210\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u5b9f\u7528\u7684\u306a\u30ec\u30d9\u30eb\u306b\u9054\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u5411\u3051\u306e\u5927\u304d\u306a\u7279\u5fb4\u3068\u3057\u3066\u3001\u793e\u5185\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u4f01\u696d\u56fa\u6709\u306e\u958b\u767a\u30b9\u30bf\u30a4\u30eb\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u56fa\u6709\u306e\u8981\u4ef6\u306b\u5408\u308f\u305b\u305f\u30b3\u30fc\u30c9\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Amazon CodeWhisperer Pro\u306f\u3001\u4f01\u696d\u5411\u3051\u306e\u30b3\u30fc\u30c9\u751f\u6210\u30c4\u30fc\u30eb\u3067\u3059\u3002\u901a\u5e38\u306e\u30b3\u30fc\u30c9\u88dc\u5b8c\u6a5f\u80fd\u306b\u52a0\u3048\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af\uff08\u30b3\u30fc\u30c9\u306b\u6f5c\u3080\u5371\u967a\u6027\u306e\u78ba\u8a8d\uff09\u3084\u54c1\u8cea\u8a55\u4fa1\uff08\u30b3\u30fc\u30c9\u306e\u826f\u3057\u60aa\u3057\u3092\u5224\u65ad\uff09\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4f1a\u793e\u72ec\u81ea\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u66f8\u304d\u65b9\u3084\u90e8\u54c1\u3092\u5b66\u7fd2\u3057\u3066\u3001\u305d\u306e\u4f1a\u793e\u306e\u3084\u308a\u65b9\u306b\u5408\u308f\u305b\u305f\u30b3\u30fc\u30c9\u3092\u63d0\u6848\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Replit GhostWriter<\/h3>\n\n\n\n<p>Replit\u306e\u300cGhostWriter\u300d\u306f\u30012024\u5e74\u306b\u5927\u5e45\u306b\u9032\u5316\u3057\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3060\u3051\u3067\u306a\u304f\u30c7\u30d0\u30c3\u30b0\u3084\u6700\u9069\u5316\u3082\u652f\u63f4\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u7279\u5316\u3057\u3001HTML\u3001CSS\u3001JavaScript\u306a\u3069\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u6280\u8853\u304b\u3089\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306eAPI\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9023\u643a\u307e\u3067\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6559\u80b2\u7528\u9014\u3067\u3082\u6ce8\u76ee\u3055\u308c\u3066\u304a\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u8005\u304c\u30b3\u30fc\u30c9\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u8aac\u660e\u751f\u6210\u3084\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u4f5c\u6210\u6a5f\u80fd\u3082\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Replit GhostWriter\u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u306e\u3092\u52a9\u3051\u308bAI\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u624b\u52a9\u3051\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30e9\u30fc\u3092\u898b\u3064\u3051\u3066\u4fee\u6b63\u3057\u305f\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u52d5\u4f5c\u3092\u901f\u304f\u3057\u305f\u308a\u3059\u308b\u63d0\u6848\u3082\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u52c9\u5f37\u3057\u3066\u3044\u308b\u4eba\u5411\u3051\u306b\u3001\u30b3\u30fc\u30c9\u306e\u5185\u5bb9\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3057\u3066\u304f\u308c\u308b\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30d0\u30c3\u30b0\u3068\u54c1\u8cea\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">DeepCode AI<\/h3>\n\n\n\n<p>DeepCode AI\u306f\u9759\u7684\u30b3\u30fc\u30c9\u89e3\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30b3\u30fc\u30c9\u306e\u554f\u984c\u3092\u9ad8\u7cbe\u5ea6\u3067\u691c\u51fa\u3057\u307e\u3059\u3002\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3067\u306f\u898b\u3064\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u8907\u96d1\u306a\u30d0\u30b0\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3082\u767a\u898b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>2024\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u4fee\u6b63\u63d0\u6848\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u3001\u554f\u984c\u306e\u767a\u898b\u3060\u3051\u3067\u306a\u304f\u3001\u6700\u9069\u306a\u4fee\u6b63\u65b9\u6cd5\u3082\u63d0\u793a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7279\u6709\u306e\u554f\u984c\uff08\u30e2\u30c7\u30eb\u306e\u904e\u5b66\u7fd2\u30ea\u30b9\u30af\u3084\u30c7\u30fc\u30bf\u30ea\u30fc\u30af\u306a\u3069\uff09\u306e\u691c\u51fa\u306b\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> DeepCode AI\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u9593\u9055\u3044\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u554f\u984c\u3092\u898b\u3064\u3051\u3066\u304f\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u901a\u5e38\u306e\u30c1\u30a7\u30c3\u30af\u30c4\u30fc\u30eb\u3088\u308a\u8ce2\u304f\u3001\u8907\u96d1\u306a\u554f\u984c\u3082\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u3053\u306e\u30b3\u30fc\u30c9\u3060\u3068\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u304c\u6f0f\u308c\u308b\u5371\u967a\u304c\u3042\u308b\u300d\u3068\u3044\u3063\u305f\u554f\u984c\u3092\u898b\u3064\u3051\u308b\u3068\u3001\u300c\u3053\u3046\u76f4\u3057\u305f\u307b\u3046\u304c\u826f\u3044\u300d\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u4fee\u6b63\u6848\u3082\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002AI\u30d7\u30ed\u30b0\u30e9\u30e0\u7279\u6709\u306e\u554f\u984c\u3082\u898b\u3064\u3051\u3089\u308c\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Kite AI<\/h3>\n\n\n\n<p>Kite AI\u306f2024\u5e74\u306b\u5b8c\u5168\u306b\u518d\u8a2d\u8a08\u3055\u308c\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30b3\u30fc\u30c9\u88dc\u5b8c\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08TensorFlow\u3001PyTorch\u3001JAX\u306a\u3069\uff09\u306b\u7279\u5316\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u3092\u5f37\u5316\u3057\u3001AI\u30e2\u30c7\u30eb\u958b\u767a\u6642\u306e\u4e00\u822c\u7684\u306a\u30df\u30b9\u3092\u81ea\u52d5\u691c\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u524d\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u3092\u4e88\u6e2c\u3057\u3001\u6700\u9069\u5316\u306e\u63d0\u6848\u3092\u884c\u3046\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u306e\u77ed\u7e2e\u3084\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u91cf\u306e\u524a\u6e1b\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Kite AI\u306f\u3001\u7279\u306bAI\u958b\u767a\u306b\u4f7f\u308f\u308c\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08PyTorch\u3084TensorFlow\u306a\u3069\uff09\u306e\u30b3\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u3044\u308b\u3068\u304d\u306b\u3001\u9593\u9055\u3044\u3092\u898b\u3064\u3051\u305f\u308a\u3001\u3088\u308a\u826f\u3044\u66f8\u304d\u65b9\u3092\u63d0\u6848\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u300c\u3053\u306e\u30b3\u30fc\u30c9\u306f\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u305d\u3046\u3060\u300d\u3068\u4e88\u6e2c\u3057\u3066\u3001\u6539\u5584\u7b56\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u30fb\u8a55\u4fa1\u3092\u652f\u63f4\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Hugging Face Transformers 5.0<\/h3>\n\n\n\n<p>Hugging Face Transformers\u306f2024\u5e74\u306b5.0\u3078\u3068\u9032\u5316\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u30e2\u30c7\u30eb\u958b\u767a\u3068\u8a55\u4fa1\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4e3b\u306a\u65b0\u6a5f\u80fd\u3068\u3057\u3066\u3001\u81ea\u52d5\u30e2\u30c7\u30eb\u6700\u9069\u5316\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u30b5\u30dd\u30fc\u30c8\u3001\u9ad8\u901f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306a\u3069\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u6ce8\u76ee\u3055\u308c\u308b\u306e\u306f\u300cAutoTrain Advanced\u300d\u6a5f\u80fd\u3067\u3001\u30b3\u30fc\u30c9\u3092\u307b\u3068\u3093\u3069\u66f8\u304b\u305a\u306b\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u30bf\u30b9\u30af\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u9078\u629e\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Hugging Face Transformers\u306f\u3001AI\u30e2\u30c7\u30eb\uff08\u7279\u306b\u8a00\u8a9e\u3092\u51e6\u7406\u3059\u308b\u30e2\u30c7\u30eb\uff09\u3092\u7c21\u5358\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u6700\u65b0\u7248\u3067\u306f\u3001AI\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u6700\u9069\u5316\u3057\u305f\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u753b\u50cf\u3084\u97f3\u58f0\u306a\u3069\u3082\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u300cAutoTrain Advanced\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u3066\u76ee\u7684\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u81ea\u5206\u5c02\u7528\u306eAI\u30e2\u30c7\u30eb\u3092\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Ludwig 1.0<\/h3>\n\n\n\n<p>Uber\u304c\u958b\u767a\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eAI\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cLudwig\u300d\u306f\u30012024\u5e74\u306b\u6b63\u5f0f\u7248\u3068\u306a\u308b1.0\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u306a\u304f\u3066\u3082\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u8907\u96d1\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u6642\u7cfb\u5217\u4e88\u6e2c\u3001\u5f37\u5316\u5b66\u7fd2\u306a\u3069\u3001\u3088\u308a\u591a\u69d8\u306aAI\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u53ef\u80fd\u6027\u3092\u9ad8\u3081\u308b\u6a5f\u80fd\u3082\u5f37\u5316\u3055\u308c\u3001AI\u306e\u5224\u65ad\u6839\u62e0\u3092\u8996\u899a\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Ludwig\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u3042\u307e\u308a\u77e5\u3089\u306a\u304f\u3066\u3082\u9ad8\u5ea6\u306aAI\u3092\u4f5c\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u666e\u901a\u306a\u3089\u8907\u96d1\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u5fc5\u8981\u304c\u3042\u308b\u3068\u3053\u308d\u3092\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u66f8\u304f\u3060\u3051\u3067AI\u30e2\u30c7\u30eb\u3092\u4f5c\u308c\u307e\u3059\u3002\u6700\u65b0\u7248\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u305fAI\u3084\u3001\u672a\u6765\u306e\u5024\u3092\u4e88\u6e2c\u3059\u308bAI\u306a\u3069\u3001\u69d8\u3005\u306a\u7a2e\u985e\u306eAI\u3092\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001AI\u304c\u306a\u305c\u305d\u306e\u3088\u3046\u306a\u5224\u65ad\u3092\u3057\u305f\u306e\u304b\u3001\u7406\u7531\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3057\u3066\u304f\u308c\u308b\u6a5f\u80fd\u3082\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Weights &amp; Biases Enterprise<\/h3>\n\n\n\n<p>Weights &amp; Biases Enterprise\u306f\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u3057\u3066\u9032\u5316\u3092\u7d9a\u3051\u30012024\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u5927\u898f\u6a21\u7d44\u7e54\u3067\u306e\u4f7f\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u307e\u3057\u305f\u3002\u8907\u6570\u30c1\u30fc\u30e0\u3067\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5171\u6709\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u6a5f\u80fd\u306a\u3069\u304c\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u300c\u5b9f\u9a13\u8ffd\u8de1\u300d\u6a5f\u80fd\u306f\u5f37\u529b\u3067\u3001AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u904e\u7a0b\u3092\u8a73\u7d30\u306b\u8a18\u9332\u3057\u3001\u30c1\u30fc\u30e0\u5185\u3067\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u958b\u767a\u306e\u77e5\u898b\u3092\u7d44\u7e54\u5185\u3067\u84c4\u7a4d\u3057\u3001\u52b9\u7387\u7684\u306b\u518d\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Weights &amp; Biases Enterprise\u306f\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3067\u306f\u3001\u69d8\u3005\u306a\u8a2d\u5b9a\uff08\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u3092\u8a66\u3057\u3066\u3001\u7d50\u679c\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3068\u3001\u8ab0\u304c\u3069\u3093\u306a\u8a2d\u5b9a\u3067\u5b9f\u9a13\u3057\u3001\u3069\u3093\u306a\u7d50\u679c\u304c\u51fa\u305f\u304b\u3092\u8a18\u9332\u30fb\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u300c\u5148\u9031A\u3055\u3093\u304c\u8a66\u3057\u305f\u8a2d\u5b9a\u304c\u4e00\u756a\u826f\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u3053\u3068\u304c\u7c21\u5358\u306b\u5206\u304b\u308b\u306e\u3067\u3001\u30c1\u30fc\u30e0\u3067\u306e\u958b\u767a\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Comet ML Platform<\/h3>\n\n\n\n<p>Comet ML Platform\u306f\u3001AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u6a5f\u80fd\u3092\u62e1\u5145\u3057\u3066\u3044\u307e\u3059\u30022024\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30c7\u30d7\u30ed\u30a4\u81ea\u52d5\u5316\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u304c\u5f37\u5316\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u300cModel Registry\u300d\u6a5f\u80fd\u306b\u3088\u308a\u3001\u672c\u756a\u74b0\u5883\u3067\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u306e\u53b3\u683c\u306a\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u54c1\u8cea\u4fdd\u8a3c\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u306b\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u958b\u767a\u306b\u7279\u5316\u3057\u305f\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3084\u30e2\u30c7\u30eb\u8a55\u4fa1\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u7c21\u7d20\u5316\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Comet ML Platform\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u304b\u3089\u904b\u7528\u307e\u3067\u306e\u5168\u904e\u7a0b\u3092\u7ba1\u7406\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u958b\u767a\u4e2d\u306e\u69d8\u3005\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30e2\u30c7\u30eb\u3092\u6574\u7406\u3057\u305f\u308a\u3001\u5b8c\u6210\u3057\u305f\u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u300cModel Registry\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3067\u306f\u3001\u5b9f\u969b\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u4f7f\u3046\u30e2\u30c7\u30eb\u3092\u53b3\u683c\u306b\u7ba1\u7406\u3057\u3001\u54c1\u8cea\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u6700\u8fd1\u306f\u7279\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08ChatGPT\u306e\u3088\u3046\u306a\u5bfe\u8a71\u578bAI\uff09\u306e\u958b\u767a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u52b9\u7387\u5316\u3059\u308b\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Snorkel AI Flow<\/h3>\n\n\n\n<p>Snorkel AI Flow\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u30012024\u5e74\u306b\u5927\u304d\u306a\u9032\u5316\u3092\u9042\u3052\u307e\u3057\u305f\u3002\u7279\u306b\u300c\u30d7\u30ed\u30b0\u30e9\u30de\u30c6\u30a3\u30c3\u30af\u30e9\u30d9\u30ea\u30f3\u30b0\u300d\u3068\u547c\u3070\u308c\u308b\u624b\u6cd5\u306b\u3088\u308a\u3001\u5c11\u91cf\u306e\u624b\u52d5\u30e9\u30d9\u30eb\u4ed8\u3051\u30c7\u30fc\u30bf\u304b\u3089\u5927\u91cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306a\u3069\uff09\u306e\u7d71\u5408\u7684\u306a\u30e9\u30d9\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u3088\u308a\u8907\u96d1\u306aAI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u5bb9\u6613\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u81ea\u52d5\u8a55\u4fa1\u3068\u6539\u5584\u63d0\u6848\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u3001\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Snorkel AI Flow\u306f\u3001AI\u306e\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002AI\u3092\u8a13\u7df4\u3059\u308b\u306b\u306f\u3001\u305f\u304f\u3055\u3093\u306e\u300c\u30e9\u30d9\u30eb\u4ed8\u304d\u300d\u30c7\u30fc\u30bf\uff08\u4f8b\uff1a\u300c\u3053\u308c\u306f\u732b\u306e\u753b\u50cf\u3067\u3059\u300d\u3068\u5370\u304c\u3064\u3044\u305f\u753b\u50cf\uff09\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u624b\u4f5c\u696d\u3067\u30e9\u30d9\u30eb\u3092\u3064\u3051\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3068\u3001\u5c11\u3057\u3060\u3051\u624b\u4f5c\u696d\u3067\u30e9\u30d9\u30eb\u3092\u3064\u3051\u308b\u3068\u3001\u6b8b\u308a\u306f\u81ea\u52d5\u7684\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u6700\u65b0\u7248\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\u306a\u3069\u306e\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u7dd2\u306b\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u3088\u308a\u8907\u96d1\u306aAI\u306e\u958b\u767a\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Label Studio Enterprise<\/h3>\n\n\n\n<p>Label Studio Enterprise\u306f\u3001\u30c7\u30fc\u30bf\u30e9\u30d9\u30ea\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u30012024\u5e74\u306b\u306f\u5927\u898f\u6a21\u7d44\u7e54\u5411\u3051\u306e\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u307e\u3057\u305f\u3002\u7279\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u3001\u54c1\u8cea\u7ba1\u7406\u3001\u30c1\u30fc\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u304c\u6539\u5584\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6ce8\u76ee\u3059\u3079\u304d\u65b0\u6a5f\u80fd\u306f\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u300c\u30d2\u30e5\u30fc\u30de\u30f3\u30a4\u30f3\u30b6\u30eb\u30fc\u30d7\u300d\u306e\u30b5\u30dd\u30fc\u30c8\u3067\u3001AI\u304c\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u5019\u88dc\u3092\u63d0\u6848\u3057\u3001\u4eba\u9593\u304c\u305d\u308c\u3092\u78ba\u8a8d\u30fb\u4fee\u6b63\u3059\u308b\u3068\u3044\u3046\u52b9\u7387\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e9\u30d9\u30ea\u30f3\u30b0\u4f5c\u696d\u306e\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Label Studio Enterprise\u306f\u3001AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u30e9\u30d9\u30eb\uff08\u5370\uff09\u3092\u3064\u3051\u308b\u4f5c\u696d\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u3044\u3046\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3001AI\u304c\u6700\u521d\u306b\u30e9\u30d9\u30eb\u306e\u5019\u88dc\u3092\u63d0\u6848\u3057\u3001\u4eba\u9593\u304c\u305d\u308c\u3092\u78ba\u8a8d\u30fb\u4fee\u6b63\u3059\u308b\u3068\u3044\u3046\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u4f5c\u6210\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u5927\u91cf\u306e\u753b\u50cf\u306b\u300c\u732b\u300d\u300c\u72ac\u300d\u306a\u3069\u306e\u30e9\u30d9\u30eb\u3092\u3064\u3051\u308b\u4f5c\u696d\u3092\u3001AI\u3068\u4eba\u9593\u304c\u5354\u529b\u3057\u3066\u52b9\u7387\u3088\u304f\u9032\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u306b\u304b\u304b\u308b\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u6700\u9069\u5316\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Determined AI<\/h3>\n\n\n\n<p>HPE\u304c\u8cb7\u53ce\u3057\u305fDetermined AI\u306f\u3001\u5206\u6563\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u9032\u5316\u3092\u7d9a\u3051\u30012024\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u52b9\u7387\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u5229\u7528\u306b\u7126\u70b9\u304c\u5f53\u3066\u3089\u308c\u307e\u3057\u305f\u3002AWS\u3001Azure\u3001GCP\u306a\u3069\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u307e\u305f\u304c\u308b\u30ea\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u7ba1\u7406\u3057\u3001\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cAdaptive Resource Scheduler\u300d\u6a5f\u80fd\u306f\u3001\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u884c\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u52d5\u7684\u306b\u5272\u308a\u5f53\u3066\u3001GPU\u306a\u3069\u306e\u9ad8\u4fa1\u306a\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5927\u898f\u6a21AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Determined AI\u306f\u3001AI\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3068\u304d\u306b\u4f7f\u3046\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u8cc7\u6e90\uff08\u7279\u306bGPU\u3068\u547c\u3070\u308c\u308b\u753b\u50cf\u51e6\u7406\u88c5\u7f6e\uff09\u3092\u52b9\u7387\u3088\u304f\u4f7f\u3046\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002AI\u306e\u8a13\u7df4\u306b\u306f\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u5fc5\u8981\u3067\u3001\u7279\u306bGPU\u306f\u9ad8\u4fa1\u306a\u305f\u3081\u3001\u52b9\u7387\u7684\u306b\u4f7f\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306e\u300cAdaptive Resource Scheduler\u300d\u3068\u3044\u3046\u6a5f\u80fd\u306f\u3001AI\u306e\u8a13\u7df4\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u5fc5\u8981\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d1\u30ef\u30fc\u3092\u8abf\u6574\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u8a13\u7df4\u306e\u5e8f\u76e4\u306f\u591a\u304f\u306eGPU\u3092\u4f7f\u3044\u3001\u5f8c\u534a\u306f\u5c11\u306a\u304f\u3059\u308b\u3068\u3044\u3063\u305f\u8abf\u6574\u3092\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u7121\u99c4\u306a\u304f\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Gradient AI Platform<\/h3>\n\n\n\n<p>Gradient AI Platform\u306f\u3001AI\u30e2\u30c7\u30eb\u958b\u767a\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u30012024\u5e74\u306b\u5927\u304d\u304f\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u7279\u306b\u300c\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9GPU\u30af\u30e9\u30b9\u30bf\u300d\u30b5\u30fc\u30d3\u30b9\u304c\u4eba\u6c17\u3092\u96c6\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306e\u624b\u9593\u306a\u304fAI\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65b0\u3057\u3044\u300cCost Explorer\u300d\u6a5f\u80fd\u306f\u3001AI\u958b\u767a\u306e\u5404\u6bb5\u968e\uff08\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u8a55\u4fa1\u3001\u30c7\u30d7\u30ed\u30a4\uff09\u3054\u3068\u306e\u30b3\u30b9\u30c8\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3001\u4e88\u7b97\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30cf\u30a4\u30d0\u30cd\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u306b\u3088\u308a\u3001\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u505c\u6b62\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u7bc0\u7d04\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Gradient AI Platform\u306f\u3001AI\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u8a08\u7b97\u74b0\u5883\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u7528\u610f\u3057\u3066\u304f\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u901a\u5e38\u3001AI\u306e\u958b\u767a\u306b\u306f\u5f37\u529b\u306aGPU\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u81ea\u5206\u3067GPU\u30b5\u30fc\u30d0\u30fc\u3092\u8a2d\u5b9a\u30fb\u7ba1\u7406\u3059\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3048\u3070\u3001\u3059\u3050\u306b\u4f7f\u3048\u308b\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u3001\u8a2d\u5b9a\u3084\u7ba1\u7406\u306e\u624b\u9593\u306a\u304fAI\u958b\u767a\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u300cCost Explorer\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3067\u306f\u3001\u3069\u306e\u4f5c\u696d\u306b\u3069\u308c\u3060\u3051\u306e\u8cbb\u7528\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u304b\u3092\u5206\u6790\u3067\u304d\u308b\u306e\u3067\u3001\u4e88\u7b97\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30c3\u30b8AI\u958b\u767a\u306e\u305f\u3081\u306e\u5c02\u7528\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Edge Impulse Studio<\/h3>\n\n\n\n<p>Edge Impulse Studio\u306f\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\uff08\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3001IoT\u30c7\u30d0\u30a4\u30b9\u306a\u3069\uff09\u5411\u3051\u306eAI\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30012024\u5e74\u306b\u6a5f\u80fd\u304c\u5927\u5e45\u306b\u62e1\u5f35\u3055\u308c\u307e\u3057\u305f\u3002\u65b0\u3057\u3044\u300cAutoML for Edge\u300d\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30c7\u30d0\u30a4\u30b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5236\u7d04\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u6ce8\u76ee\u3055\u308c\u308b\u306e\u306f\u300cTinyML Profiler\u300d\u3067\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u901f\u5ea6\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u96fb\u529b\u6d88\u8cbb\u306a\u3069\u3092\u30c7\u30d0\u30a4\u30b9\u30bf\u30a4\u30d7\u3054\u3068\u306b\u8a73\u7d30\u306b\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u99c6\u52d5\u306e\u30c7\u30d0\u30a4\u30b9\u3084\u9650\u3089\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3057\u304b\u6301\u305f\u306a\u3044\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3059\u308bAI\u3092\u958b\u767a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Edge Impulse Studio\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084IoT\u6a5f\u5668\u306a\u3069\u306e\u5c0f\u578b\u30c7\u30d0\u30a4\u30b9\u7528\u306eAI\u3092\u958b\u767a\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u901a\u5e38\u306eAI\u306f\u5927\u304d\u306a\u30b5\u30fc\u30d0\u30fc\u3067\u52d5\u304b\u3059\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306f\u9650\u3089\u308c\u305f\u6027\u80fd\u306e\u5c0f\u578b\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u52d5\u304fAI\u3092\u4f5c\u308c\u307e\u3059\u3002\u300cAutoML for Edge\u300d\u6a5f\u80fd\u3092\u4f7f\u3046\u3068\u3001\u30c7\u30d0\u30a4\u30b9\u306e\u6027\u80fd\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u306aAI\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u4f5c\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u300cTinyML Profiler\u300d\u3067\u306f\u3001AI\u304c\u3069\u308c\u304f\u3089\u3044\u306e\u901f\u3055\u3067\u52d5\u304f\u304b\u3001\u3069\u308c\u304f\u3089\u3044\u306e\u30e1\u30e2\u30ea\u3092\u4f7f\u3046\u304b\u3001\u30d0\u30c3\u30c6\u30ea\u30fc\u3092\u3069\u308c\u304f\u3089\u3044\u6d88\u8cbb\u3059\u308b\u304b\u306a\u3069\u3092\u7d30\u304b\u304f\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">TensorFlow Lite for Microcontrollers<\/h3>\n\n\n\n<p>Google\u304c\u958b\u767a\u3059\u308bTensorFlow Lite for Microcontrollers\u306f\u3001\u6975\u3081\u3066\u5236\u7d04\u306e\u53b3\u3057\u3044\u30de\u30a4\u30af\u30ed\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u5411\u3051\u306eAI\u958b\u767a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u9032\u5316\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u30022024\u5e74\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30de\u30a4\u30af\u30ed\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u30dc\u30fc\u30c9\uff08Arduino\u3001ESP32\u3001STM32\u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u3088\u308a\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u65b0\u3057\u3044\u300c\u91cf\u5b50\u5316\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u300d\u6a5f\u80fd\u306f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u30b5\u30a4\u30ba\u3092\u5287\u7684\u306b\u7e2e\u5c0f\u3057\u3001\u308f\u305a\u304b\u6570KB\u306e\u30e1\u30e2\u30ea\u3057\u304b\u6301\u305f\u306a\u3044\u30c7\u30d0\u30a4\u30b9\u3067\u3082AI\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u96fb\u529b\u52b9\u7387\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u5316\u30c4\u30fc\u30eb\u3082\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> TensorFlow Lite for Microcontrollers\u306f\u3001\u3068\u3066\u3082\u5c0f\u3055\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\uff08\u30de\u30a4\u30af\u30ed\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff09\u3067AI\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u30d1\u30bd\u30b3\u30f3\u3084\u30b9\u30de\u30db\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u6027\u80fd\u304c\u4f4e\u3044\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u52d5\u4f5c\u3055\u305b\u3089\u308c\u307e\u3059\u3002\u300c\u91cf\u5b50\u5316\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3046\u3068\u3001AI\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u5927\u5e45\u306b\u5c0f\u3055\u304f\u3057\u3064\u3064\u3001\u7cbe\u5ea6\u306f\u3042\u307e\u308a\u843d\u3068\u3055\u306a\u3044\u3068\u3044\u3046\u6700\u9069\u5316\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u308f\u305a\u304b\u6570\u30ad\u30ed\u30d0\u30a4\u30c8\u306e\u30e1\u30e2\u30ea\u3057\u304b\u306a\u3044\u5c0f\u578b\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u3001\u97f3\u58f0\u8a8d\u8b58\u3084\u52d5\u304d\u691c\u51fa\u306a\u3069\u306eAI\u6a5f\u80fd\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u502b\u7406\u7684AI\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">IBM AI Fairness 360<\/h3>\n\n\n\n<p>IBM AI Fairness 360\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u30d0\u30a4\u30a2\u30b9\u691c\u51fa\u3068\u516c\u5e73\u6027\u5411\u4e0a\u3092\u652f\u63f4\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u30012024\u5e74\u306b\u6a5f\u80fd\u304c\u5927\u5e45\u306b\u5f37\u5316\u3055\u308c\u307e\u3057\u305f\u3002\u65b0\u305f\u306b20\u4ee5\u4e0a\u306e\u30d0\u30a4\u30a2\u30b9\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u8ffd\u52a0\u3055\u308c\u3001\u3088\u308a\u591a\u69d8\u306a\u516c\u5e73\u6027\u6307\u6a19\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u6ce8\u76ee\u3055\u308c\u308b\u65b0\u6a5f\u80fd\u306f\u300cCounterfactual Fairness Analyzer\u300d\u3067\u3001\u300c\u3082\u3057\u5bfe\u8c61\u306e\u5c5e\u6027\uff08\u6027\u5225\u3001\u4eba\u7a2e\u306a\u3069\uff09\u304c\u7570\u306a\u3063\u3066\u3044\u305f\u3089\u3001AI\u306e\u5224\u65ad\u306f\u3069\u3046\u5909\u308f\u308b\u304b\u300d\u3092\u5206\u6790\u3057\u3001\u6f5c\u5728\u7684\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u691c\u51fa\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308a\u3001\u6280\u8853\u8005\u3067\u306a\u3044\u4eba\u3067\u3082\u30d0\u30a4\u30a2\u30b9\u306e\u554f\u984c\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> IBM AI Fairness 360\u306f\u3001AI\u304c\u516c\u5e73\u3067\u504f\u308a\u306e\u306a\u3044\u5224\u65ad\u3092\u3059\u308b\u3088\u3046\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002AI\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u3092\u53cd\u6620\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\uff08\u4f8b\uff1a\u7537\u6027\u306e\u533b\u5e2b\u3068\u5973\u6027\u306e\u770b\u8b77\u5e2b\u306e\u753b\u50cf\u304c\u591a\u3044\u3068\u3001AI\u306f\u300c\u533b\u5e2b=\u7537\u6027\u300d\u300c\u770b\u8b77\u5e2b=\u5973\u6027\u300d\u3068\u601d\u3044\u8fbc\u307f\u307e\u3059\uff09\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u305d\u3046\u3044\u3063\u305f\u504f\u308a\uff08\u30d0\u30a4\u30a2\u30b9\uff09\u3092\u898b\u3064\u3051\u3066\u4fee\u6b63\u3059\u308b\u306e\u3092\u52a9\u3051\u307e\u3059\u3002\u300cCounterfactual Fairness Analyzer\u300d\u3068\u3044\u3046\u65b0\u6a5f\u80fd\u306f\u3001\u300c\u3082\u3057\u7537\u6027\u3067\u306f\u306a\u304f\u5973\u6027\u3060\u3063\u305f\u3089\u7d50\u679c\u306f\u5909\u308f\u308b\u304b\u300d\u306a\u3069\u306e\u300c\u3082\u3057\u301c\u3060\u3063\u305f\u3089\u300d\u306e\u72b6\u6cc1\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3066\u3001AI\u306e\u5224\u65ad\u306e\u516c\u5e73\u6027\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Responsible AI Toolkit<\/h3>\n\n\n\n<p>Microsoft\u306e\u300cResponsible AI Toolkit\u300d\u306f\u3001\u8cac\u4efb\u3042\u308bAI\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30012024\u5e74\u306b\u5927\u5e45\u306b\u6a5f\u80fd\u62e1\u5f35\u3055\u308c\u307e\u3057\u305f\u3002\u65b0\u305f\u306b\u8ffd\u52a0\u3055\u308c\u305f\u300cInterpretML\u300d\u306f\u3001\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u306e\u5224\u65ad\u30d7\u30ed\u30bb\u30b9\u3092\u89e3\u91c8\u53ef\u80fd\u306b\u3057\u3001\u300cError Analysis\u300d\u306f\u30e2\u30c7\u30eb\u306e\u30a8\u30e9\u30fc\u30d1\u30bf\u30fc\u30f3\u3092\u8a73\u7d30\u306b\u5206\u6790\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u4f01\u696d\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u5f37\u5316\u3055\u308c\u305f\u306e\u304c\u300cImpact Assessment\u300d\u6a5f\u80fd\u3067\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u306b\u3088\u308b\u793e\u4f1a\u7684\u30fb\u502b\u7406\u7684\u5f71\u97ff\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u898f\u5236\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3068\u5bfe\u5fdc\u30ac\u30a4\u30c9\u3082\u8ffd\u52a0\u3055\u308c\u3001\u6cd5\u7684\u30ea\u30b9\u30af\u306e\u8efd\u6e1b\u306b\u5f79\u7acb\u3064\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u89e3\u8aac\uff1a<\/strong> Responsible AI Toolkit\u306f\u3001\u793e\u4f1a\u7684\u306b\u8cac\u4efb\u306e\u3042\u308bAI\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3067\u3059\u3002\u300cInterpretML\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3067\u306f\u3001AI\u304c\u306a\u305c\u305d\u306e\u3088\u3046\u306a\u5224\u65ad\u3092\u3057\u305f\u306e\u304b\u7406\u7531\u3092\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u300cError Analysis\u300d\u3067\u306f\u3001AI\u304c\u3069\u3093\u306a\u72b6\u6cc1\u3067\u9593\u9055\u3044\u3084\u3059\u3044\u304b\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u300cImpact Assessment\u300d\u3067\u306f\u3001AI\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u305f\u3068\u304d\u306b\u793e\u4f1a\u306b\u3069\u3093\u306a\u5f71\u97ff\u304c\u3042\u308b\u304b\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u63a1\u7528\u9078\u8003\u306bAI\u3092\u4f7f\u3046\u5834\u5408\u3001\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u4eba\u304c\u4e0d\u5229\u306b\u306a\u3089\u306a\u3044\u304b\u3001AI\u306e\u5224\u65ad\u304c\u8aa4\u3063\u305f\u5834\u5408\u306e\u5f71\u97ff\u306f\u3069\u306e\u7a0b\u5ea6\u304b\u306a\u3069\u3092\u4e8b\u524d\u306b\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5404\u56fd\u306e\u6cd5\u5f8b\u3084\u898f\u5236\u306b\u5408\u308f\u305b\u305f\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u6cd5\u7684\u306a\u554f\u984c\u3092\u907f\u3051\u308b\u52a9\u3051\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eca\u5f8c\u306eAI\u958b\u767a\u30c4\u30fc\u30eb\u306e\u5c55\u671b<\/h2>\n\n\n\n<p>AI\u958b\u767a\u30c4\u30fc\u30eb\u306e\u5206\u91ce\u306f\u3001\u4eca\u5f8c\u3082\u3055\u3089\u306a\u308b\u9032\u5316\u304c\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u300c\u30ed\u30fc\u30b3\u30fc\u30c9\/\u30ce\u30fc\u30b3\u30fc\u30c9\u300d\u3067\u306eAI\u958b\u767a\u306e\u6d41\u308c\u306f\u52a0\u901f\u3059\u308b\u3068\u898b\u3089\u308c\u3066\u304a\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u975e\u5c02\u9580\u5bb6\u304cAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u81ea\u52d5\u5316\u306e\u7bc4\u56f2\u3082\u5e83\u304c\u308a\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304b\u3089\u30e2\u30c7\u30eb\u9078\u629e\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u81ea\u52d5\u5316\u3055\u308c\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u4e3b\u6d41\u306b\u306a\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30a8\u30c3\u30b8AI\u3068\u30af\u30e9\u30a6\u30c9AI\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u3092\u5b9f\u73fe\u3059\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u30c4\u30fc\u30eb\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u502b\u7406\u7684AI\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3082\u3055\u3089\u306b\u91cd\u8981\u6027\u3092\u5897\u3057\u3001\u30d0\u30a4\u30a2\u30b9\u691c\u51fa\u3084\u516c\u5e73\u6027\u8a55\u4fa1\u304c\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306b\u6a19\u6e96\u7684\u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u8aac\u660e\u53ef\u80fd\u306aAI\uff08XAI\uff09\u306e\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3082\u9032\u5316\u3057\u3001AI\u306e\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u554f\u984c\u306e\u89e3\u6c7a\u306b\u8ca2\u732e\u3059\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306e\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u6700\u65b0\u30c4\u30fc\u30eb\u304c\u7d9a\u3005\u3068\u767b\u5834\u3057\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u6280\u8853\u9769\u65b0\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u30012024\u5e74\u6700\u65b0\u306eAI\u958b\u767a\u30c4\u30fc\u30eb\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3068\u6d3b\u7528\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u76ee\u6b21 AI\u958b\u767a\u306e\u73fe\u72b6\u3068\u6700\u65b0\u30c4\u30fc 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