{"id":26119,"date":"2026-01-05T11:33:39","date_gmt":"2026-01-05T11:33:39","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=26119"},"modified":"2026-01-05T11:33:39","modified_gmt":"2026-01-05T11:33:39","slug":"deepseek-shows-a-new-way-to-train-ai-that-could-change-everything","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/deepseek-shows-a-new-way-to-train-ai-that-could-change-everything\/","title":{"rendered":"DeepSeek\u304c\u793a\u3059\u3001\u3059\u3079\u3066\u3092\u5909\u3048\u308b\u53ef\u80fd\u6027\u306e\u3042\u308bAI\u306e\u65b0\u3057\u3044\u5b66\u7fd2\u65b9\u6cd5"},"content":{"rendered":"<p>\u65b0\u5e74\u3092\u8fce\u3048\u308b\u76f4\u524d\u3001AI\u754c\u306b\u9a5a\u304d\u306e\u30cb\u30e5\u30fc\u30b9\u304c\u98db\u3073\u8fbc\u3093\u3067\u304d\u307e\u3057\u305f\u3002\u4e2d\u56fd\u306eAI\u4f01\u696d\u3067\u3042\u308b\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af\u793e\u304c\u3001\u65b0\u3057\u3044\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u8ad6\u6587\u3092\u767a\u8868\u3057\u305f\u306e\u3067\u3059\u3002\u305d\u306e\u540d\u3082\u300cManifold-Constrained Hyper-Connections\u300d\uff08mHC\uff09\u3002\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u5927\u898f\u6a21\u306a\u8a08\u7b97\u80fd\u529b\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u306aAI\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3053\u3068\u3067\u3059\u3002.<\/p>\n<p>\u5927\u898f\u6a21\u306aAI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u901a\u5e38\u3001\u83ab\u5927\u306a\u8cbb\u7528\u304c\u304b\u304b\u308b\u304b\u3089\u3067\u3059\u3002GPU\u3084\u5c02\u7528\u30c1\u30c3\u30d7\u306e\u5de8\u5927\u306a\u30af\u30e9\u30b9\u30bf\u304c\u5fc5\u8981\u3060\u304b\u3089\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u4eba\u306f\u3001\u5927\u4f01\u696d\u3057\u304b\u3067\u304d\u306a\u3044\u3068\u601d\u3044\u8fbc\u3093\u3067\u3044\u307e\u3057\u305f\u3002DeepSeek\u306f\u305d\u3046\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u8a3c\u660e\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p>\u6628\u5e74\u3001\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af\u306fR1\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306fOpenAI\u306eo1\u3068\u4f3c\u305f\u3088\u3046\u306a\u80fd\u529b\u3092\u6301\u3064\u306f\u305a\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u8cbb\u7528\u306f\u306f\u308b\u304b\u306b\u4f4e\u304b\u3063\u305f\u306e\u3067\u3059\u3002\u3053\u308c\u306f\u7c73\u56fd\u306e\u30cf\u30a4\u30c6\u30af\u4f01\u696d\u306e\u6ce8\u76ee\u3092\u96c6\u3081\u307e\u3057\u305f\u3002AI\u3067\u7af6\u4e89\u3059\u308b\u305f\u3081\u306b\u4f55\u5341\u5104\u30c9\u30eb\u3082\u5fc5\u8981\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u305f\u306e\u3067\u3059\u3002\u30b9\u30de\u30fc\u30c8\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u52dd\u8ca0\u3067\u304d\u308b\u306e\u3067\u3059\u3002.<\/p>\n<p>\u73fe\u5728\u3001mHC\u6280\u8853\u306f\u5f7c\u3089\u306e\u6b21\u306e\u30e2\u30c7\u30eb\u3001R2\u306e\u57fa\u790e\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002R2\u306f2025\u5e74\u534a\u3070\u306b\u767a\u8868\u3055\u308c\u308b\u4e88\u5b9a\u3067\u3057\u305f\u304c\u3001\u9045\u308c\u307e\u3057\u305f\u3002\u7406\u7531\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u6700\u5148\u7aef\u306eAI\u30c1\u30c3\u30d7\u306f\u4e2d\u56fd\u3067\u306f\u5165\u624b\u56f0\u96e3\u3002\u305d\u3057\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af\u306eCEO\u3067\u3042\u308b\u30ea\u30e3\u30f3\u30fb\u30a6\u30a7\u30f3\u30d5\u30a7\u30f3\u306f\u6027\u80fd\u306b\u61f8\u5ff5\u3092\u62b1\u3044\u3066\u3044\u307e\u3057\u305f\u3002.<\/p>\n<h4><strong>\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a <a class=\"p-url\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/japans-next-frontier-in-ai-physical-ai-takes-shape-with-digital-twin-platforms\/\" rel=\"bookmark\">\u65e5\u672c\u306eAI\u306e\u6b21\u306a\u308b\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\uff1a\u30c7\u30b8\u30bf\u30eb\u30fb\u30c4\u30a4\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u73fe\u3059\u308b\u300c\u30d5\u30a3\u30b8\u30ab\u30ebAI<\/a><\/strong><\/h4>\n<p>\u305d\u308c\u3067\u3082\u3001mHC\u306e\u8ad6\u6587\u3067\u306f <a href=\"https:\/\/www.deepseek.com\/en\">\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af<\/a> \u306f\u307e\u3060\u9650\u754c\u306b\u6311\u6226\u3057\u3066\u3044\u307e\u3059\u3002R2\u304cmHC\u3092\u4f7f\u3048\u3070\u3001AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u3082\u3063\u3068\u52b9\u7387\u7684\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30a2\u30e1\u30ea\u30ab\u3084\u30e8\u30fc\u30ed\u30c3\u30d1\u306e\u3088\u3046\u306a\u83ab\u5927\u306a\u4e88\u7b97\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u5c0f\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u304c\u9ad8\u5ea6\u306a\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af\u306f\u4e00\u8cab\u3057\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u8cc7\u91d1\u529b\u306b\u52dd\u308b\u3053\u3068\u3092\u8a3c\u660e\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u6700\u521d\u306fR1\u3001\u6b21\u306fmHC\u3002AI\u7af6\u4e89\u306f\u8cc7\u91d1\u3060\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u601d\u3044\u77e5\u3089\u3055\u308c\u307e\u3059\u3002\u5de7\u307f\u306a\u6280\u8853\u306f\u3001\u8cc7\u91d1\u3060\u3051\u3067\u306f\u958b\u3051\u306a\u3044\u6249\u3092\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002.<\/p>\n<p>\u3053\u306e\u65b9\u6cd5\u304c\u666e\u53ca\u3059\u308c\u3070\u3001AI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u4ed5\u7d44\u307f\u304c\u5909\u308f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5c0f\u898f\u6a21\u306a\u958b\u767a\u8005\u305f\u3061\u3082\u3001\u3064\u3044\u306b\u5927\u624b\u30c6\u30c3\u30af\u4f01\u696d\u3068\u540c\u3058\u571f\u4ff5\u306b\u7acb\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u305d\u3057\u3066\u3001AI\u958b\u767a\u3092\u4e00\u90e8\u306e\u56fd\u306b\u96c6\u4e2d\u3055\u305b\u3066\u304d\u305f\u5929\u6587\u5b66\u7684\u306a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u3001\u3088\u308a\u65e9\u3044\u9032\u6b69\u304c\u898b\u3089\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/p>\n<p>R2\u304c\u3044\u3064\u51fa\u3066\u304f\u308b\u304b\u3001\u6b63\u78ba\u306b\u306f\u8ab0\u306b\u3082\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001mHC\u306e\u7814\u7a76\u306f\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af\u304c\u8003\u3048\u3066\u3044\u308b\u3053\u3068\u306e\u30d2\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u5f7c\u3089\u306fAI\u3092\u3088\u308a\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u8eab\u8fd1\u306a\u3082\u306e\u306b\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002\u3082\u3057\u5f7c\u3089\u304c\u6210\u529f\u3059\u308c\u3070\u3001AI\u30b2\u30fc\u30e0\u306e\u30eb\u30fc\u30eb\u306f\u518d\u3073\u5909\u308f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u300d\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>Right before the new year, the AI world got a surprise. DeepSeek, a Chinese AI company, released a paper about a new training method. They call it \u2018Manifold-Constrained Hyper-Connections,\u2019 or mHC. The idea is to train large AI models, like language models, without needing massive computing power. This is a big deal because training big AI models usually costs a fortune. It takes huge clusters of GPUs or specialized chips. Most people assumed only the largest companies could do it. DeepSeek is proving otherwise. Last year, DeepSeek shook things up with their model R1. It was supposed to be similar in capability to OpenAI\u2019s o1. But the cost of training [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":26085,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[186,8098,85],"tags":[218,5916,6385,1625,105,10542,10543,10544,106,773],"ppma_author":[572],"class_list":{"0":"post-26119","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai","8":"category-news-articles","9":"category-tech","10":"tag-ai","11":"tag-ai-models","12":"tag-computing-power","13":"tag-deepseek","14":"tag-itbusinesstoday","15":"tag-language-models","16":"tag-large-ai-models","17":"tag-mhc","18":"tag-news","19":"tag-openai"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DeepSeek Reveals a New AI Training Method<\/title>\n<meta name=\"description\" content=\"DeepSeek unveils mHC, a new AI training method that enables large models to be trained efficiently without massive computing resources.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/deepseek-shows-a-new-way-to-train-ai-that-could-change-everything\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DeepSeek Reveals a New AI Training Method\" \/>\n<meta property=\"og:description\" content=\"DeepSeek unveils mHC, a new AI training method that enables large models to be trained efficiently without massive computing resources.\" 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