{"id":965,"date":"2026-03-23T00:30:24","date_gmt":"2026-03-22T15:30:24","guid":{"rendered":"https:\/\/itexplore.org\/jp\/columns\/minimax-m2-7-self-evolving-ai-space-data-centers-wordpress-ai-agents\/"},"modified":"2026-03-23T00:30:24","modified_gmt":"2026-03-22T15:30:24","slug":"minimax-m2-7-self-evolving-ai-space-data-centers-wordpress-ai-agents","status":"publish","type":"post","link":"https:\/\/itexplore.org\/jp\/columns\/minimax-m2-7-self-evolving-ai-space-data-centers-wordpress-ai-agents\/","title":{"rendered":"MiniMax M2.7\u306e\u81ea\u5df1\u9032\u5316AI\u3068\u5b87\u5b99\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3001WordPress AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u5411"},"content":{"rendered":"<p>\u672c\u65e5\u306e\u6ce8\u76eeAI\u30fb\u30c6\u30c3\u30af\u30cb\u30e5\u30fc\u30b9\u3092\u3001\u5c02\u9580\u7684\u306a\u5206\u6790\u3068\u5171\u306b\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002<\/p>\n<div class=\"wp-block-vk-blocks-alert vk_alert alert alert-warning has-alert-icon\">\n<div class=\"vk_alert_icon\">\n<div class=\"vk_alert_icon_icon\"><i class=\"fa-solid fa-triangle-exclamation\" aria-hidden=\"true\"><\/i><\/div>\n<div class=\"vk_alert_icon_text\"><span>Warning<\/span><\/div>\n<\/div>\n<div class=\"vk_alert_content\">\n<p>\u3053\u306e\u8a18\u4e8b\u306fAI\u306b\u3088\u3063\u3066\u81ea\u52d5\u751f\u6210\u30fb\u5206\u6790\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002AI\u306e\u6027\u8cea\u4e0a\u3001\u4e8b\u5b9f\u8aa4\u8a8d\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u91cd\u8981\u306a\u5224\u65ad\u3092\u4e0b\u3059\u969b\u306f\u5fc5\u305a\u30ea\u30f3\u30af\u5148\u306e\u4e00\u6b21\u30bd\u30fc\u30b9\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">MiniMax\u306e\u65b0\u3057\u3044\u72ec\u81eaAI\u30e2\u30c7\u30ebM2.7\u3001\u81ea\u5df1\u9032\u5316\u3057\u5f37\u5316\u5b66\u7fd2\u7814\u7a76\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e30-50%\u3092\u5b9f\u884c\u53ef\u80fd\u306b<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> New MiniMax M2.7 proprietary AI model is 'self-evolving' and can perform 30-50% of reinforcement learning research workflow | VentureBeat<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p>\u4e2d\u56fd\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7<strong>MiniMax<\/strong>\u306f\u3001\u65b0\u3057\u3044\u72ec\u81ea<strong>LLM<\/strong>\u3067\u3042\u308b<strong>M2.7<\/strong>\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4eba\u9593\u4e3b\u5c0e\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u8eab\u306e\u5f37\u5316\u5b66\u7fd2\u30cf\u30fc\u30cd\u30b9\u3092\u69cb\u7bc9\u3001\u76e3\u8996\u3001\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u81ea\u5df1\u9032\u5316<\/strong>\u3059\u308b\u80fd\u529b\u3092\u6301\u3064\u3053\u3068\u304c\u7279\u5fb4\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e30%\u304b\u308950%\u3092\u81ea\u5f8b\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>M2.7<\/strong>\u306f\u3001\u63a8\u8ad6\u5c02\u7528\u306e\u30c6\u30ad\u30b9\u30c8\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5206\u985e\u3055\u308c\u3001\u4ed6\u306e\u4e3b\u8981\u30b7\u30b9\u30c6\u30e0\u306b\u5339\u6575\u3059\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u3064\u3064\u3001\u5927\u5e45\u306b\u9ad8\u3044\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002 \u7279\u306b\u3001\u30e9\u30a4\u30d6\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u306e\u56e0\u679c\u63a8\u8ad6\u3092\u5fc5\u8981\u3068\u3059\u308b\u5b9f\u4e16\u754c\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30bf\u30b9\u30af\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001<strong>SWE-Pro\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/strong>\u306756.22%\u3092\u8a18\u9332\u3057\u3001<strong>GPT-5.3-Codex<\/strong>\u306a\u3069\u306e\u7af6\u5408\u4ed6\u793e\u3068\u540c\u7b49\u306e\u6700\u9ad8\u30ec\u30d9\u30eb\u306b\u9054\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<strong>M2.7<\/strong>\u306f\u5e7b\u899a\u7387\u304c34%\u3068\u3001<strong>Claude Sonnet 4.6<\/strong>\u306e46%\u3084<strong>Gemini 3.1 Pro Preview<\/strong>\u306e50%\u3088\u308a\u3082\u4f4e\u3044\u6570\u5024\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002 \u4fa1\u683c\u9762\u3067\u306f\u3001100\u4e07\u5165\u529b\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a0.30\u30c9\u30eb\u3001100\u4e07\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a1.20\u30c9\u30eb\u3068\u3001\u4e16\u754c\u3067\u6700\u3082\u624b\u9803\u306a\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2AI\u30e2\u30c7\u30eb\u306e\u4e00\u3064\u3067\u3042\u308a\u3001<strong>xAI\u306eGrok 4.1 Fast<\/strong>\u306b\u6b21\u3050\u5b89\u3055\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001<strong>Claude Code<\/strong>\u3084<strong>OpenClaw<\/strong>\u306a\u306911\u4ee5\u4e0a\u306e\u4e3b\u8981\u306a\u958b\u767a\u30c4\u30fc\u30eb\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30cf\u30fc\u30cd\u30b9\u3068\u306e\u516c\u5f0f\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001<strong>Web Search<\/strong>\u3084<strong>Understand Image<\/strong>\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u4f7f\u7528\u3067\u304d\u308b<strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6<\/strong>\u3082\u53ef\u80fd\u3067\u3059\u3002 <strong>MiniMax M2.7<\/strong>\u306e\u767b\u5834\u306f\u3001<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI<\/strong>\u304c\u7406\u8ad6\u7684\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u304b\u3089\u5b9f\u7528\u7684\u306a\u6bb5\u968e\u3078\u3068\u79fb\u884c\u3057\u305f\u3053\u3068\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u306fAI\u3092\u6d17\u7df4\u3055\u308c\u305f\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u3057\u3066\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u3092\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u63d0\u4f9b\u3067\u304d\u308b\u81ea\u5f8b\u7684\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c1\u30fc\u30e0\u3068\u3057\u3066\u7d71\u5408\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/venturebeat.com\/technology\/new-minimax-m2-7-proprietary-ai-model-is-self-evolving-and-can-perform-30-50\" target=\"_blank\" rel=\"noopener\">VentureBeat \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> MiniMax M2.7 is a cost-efficient, self-evolving LLM that automates significant portions of RL research, demonstrating advanced reasoning and low hallucination rates, pushing agentic AI into practical enterprise applications.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Carl Franzen<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>Chinese AI startup <strong>MiniMax<\/strong> has unveiled its new proprietary <strong>LLM<\/strong>, <strong>M2.7<\/strong>, which is characterized by its ability to 'self-evolve' by building, monitoring, and optimizing its own reinforcement learning harnesses, rather than relying solely on human-led fine-tuning. This allows it to autonomously handle 30% to 50% of its development workflow.<\/p>\n<p><strong>M2.7<\/strong> is categorized as a reasoning-only text model that delivers intelligence comparable to other leading systems while maintaining significantly higher cost efficiency. It is specifically designed for real-world engineering tasks requiring causal reasoning within live production systems, achieving 56.22% on the <strong>SWE-Pro benchmark<\/strong>, matching top global competitors like <strong>GPT-5.3-Codex<\/strong>.<\/p>\n<p>Furthermore, <strong>M2.7<\/strong> boasts a hallucination rate of 34%, which is lower than <strong>Claude Sonnet 4.6<\/strong> (46%) and <strong>Gemini 3.1 Pro Preview<\/strong> (50%). In terms of pricing, it is one of the most affordable frontier AI models globally, costing $0.30 per 1 million input tokens and $1.20 per 1 million output tokens, second only to <strong>xAI's Grok 4.1 Fast<\/strong>.<\/p>\n<p>The model supports official integrations with over 11 major developer tools and agent harnesses, including <strong>Claude Code<\/strong> and <strong>OpenClaw<\/strong>, and enables <strong>multimodal reasoning<\/strong> by natively using tools like <strong>Web Search<\/strong> and <strong>Understand Image<\/strong>. The introduction of <strong>MiniMax M2.7<\/strong> signifies a shift of <strong>agentic AI<\/strong> from theoretical prototyping to production-ready utility, urging enterprises to consider integrating autonomous agent teams capable of end-to-end project delivery.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">\u30b8\u30a7\u30d5\u30fb\u30d9\u30be\u30b9\u306eBlue Origin\u304c\u5b87\u5b99\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u4e8b\u696d\u306b\u53c2\u5165<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> Jeff Bezos' Blue Origin enters the space data center game | TechCrunch<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p>\u3053\u306eURL\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u304b\u3089\u3001<strong>\u30b8\u30a7\u30d5\u30fb\u30d9\u30be\u30b9<\/strong>\u304c\u8a2d\u7acb\u3057\u305f\u5b87\u5b99\u4f01\u696d<strong>Blue Origin<\/strong>\u304c\u3001\u5b87\u5b99\u7a7a\u9593\u3067\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u4e8b\u696d\u306b\u53c2\u5165\u3059\u308b\u3068\u3044\u3046\u91cd\u8981\u306a\u52d5\u304d\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5730\u7403\u4e0a\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u304c\u62b1\u3048\u308b\u96fb\u529b\u6d88\u8cbb\u3084\u51b7\u5374\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u305f\u3001\u65b0\u305f\u306a\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/techcrunch.com\/2026\/03\/20\/jeff-bezos-blue-origin-enters-the-space-data-center-game\/\" target=\"_blank\" rel=\"noopener\">TechCrunch \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> Blue Origin's potential entry into space data centers could revolutionize data infrastructure by leveraging the unique environment of space.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Tim Fernholz<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>The content for this URL was inaccessible. Based on the article title, it suggests a significant move by <strong>Jeff Bezos'<\/strong> space company, <strong>Blue Origin<\/strong>, into the space data center business. This venture could represent a new frontier, potentially addressing power consumption and cooling challenges faced by terrestrial data centers.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">WordPress.com\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u8a18\u4e8b\u4f5c\u6210\u30fb\u516c\u958b\u306a\u3069\u3092\u53ef\u80fd\u306b<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> WordPress.com now lets AI agents write and publish posts, and more<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p>\u3053\u306eURL\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u304b\u3089\u3001\u4eba\u6c17\u306e\u30d6\u30ed\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<strong>WordPress.com<\/strong>\u304c\u3001<strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\u3092\u6d3b\u7528\u3057\u3066\u8a18\u4e8b\u306e\u4f5c\u6210\u3084\u516c\u958b\u306a\u3069\u306e\u6a5f\u80fd\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u59cb\u3081\u305f\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3068\u7ba1\u7406\u306b\u304a\u3051\u308b<strong>AI<\/strong>\u306e\u5f79\u5272\u304c\u62e1\u5927\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u3067\u3042\u308a\u3001\u30d6\u30ed\u30b0\u904b\u55b6\u306e\u52b9\u7387\u5316\u306b\u5927\u304d\u304f\u8ca2\u732e\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/techcrunch.com\/2026\/03\/20\/wordpress-com-now-lets-ai-agents-write-and-publish-posts-and-more\/\" target=\"_blank\" rel=\"noopener\">TechCrunch \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> WordPress.com's integration of AI agents for content creation and publishing highlights the growing adoption of AI in streamlining digital content workflows.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Sarah Perez<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>The content for this URL was inaccessible. Based on the article title, it indicates that the popular blogging platform <strong>WordPress.com<\/strong> has begun offering users features that leverage <strong>AI agents<\/strong> for tasks such as writing and publishing posts. This represents a significant trend in the expanding role of <strong>AI<\/strong> in content generation and management, potentially greatly enhancing the efficiency of blog operations.<\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>MiniMax\u306e\u81ea\u5df1\u9032\u5316\u578bAI\u30e2\u30c7\u30ebM2.7\u304c\u5f37\u5316\u5b66\u7fd2\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e30-50%\u3092\u81ea\u52d5\u5316\u3002Blue Origin\u306e\u5b87\u5b99\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u53c2\u5165\u3068WordPress.com\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u306b\u3064\u3044\u3066\u89e3\u8aac\u3002<\/p>\n","protected":false},"author":1,"featured_media":856,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"vkexunit_cta_each_option":"","footnotes":""},"categories":[3],"tags":[8,17,16,273,272,131,26,15],"class_list":{"0":"post-965","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-columns","8":"tag-ai","10":"tag-llm","11":"tag-wordpress","12":"tag-272","13":"tag-131","14":"tag-26"},"_links":{"self":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/965","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/comments?post=965"}],"version-history":[{"count":0,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/965\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media\/856"}],"wp:attachment":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media?parent=965"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/categories?post=965"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/tags?post=965"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}