{"id":109972,"date":"2026-07-21T09:04:11","date_gmt":"2026-07-21T00:04:11","guid":{"rendered":"https:\/\/miralab.co.jp\/media\/?p=109972"},"modified":"2026-07-21T09:04:14","modified_gmt":"2026-07-21T00:04:14","slug":"moonshot-ai-kimi-k3","status":"publish","type":"post","link":"https:\/\/miralab.co.jp\/media\/moonshot-ai-kimi-k3\/","title":{"rendered":"Moonshot AI\u30012.8\u5146\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u65b0LLM\u300cKimi K3\u300d\u3092\u516c\u958b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1033\" height=\"470\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002268.jpg\" alt=\"\" class=\"wp-image-109973\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002268.jpg 1033w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002268-300x136.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002268-1024x466.jpg 1024w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002268-768x349.jpg 768w\" sizes=\"(max-width: 1033px) 100vw, 1033px\" \/><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.kimi.com\/blog\/kimi-k3\" target=\"_blank\" rel=\"noreferrer noopener\">Kimi K3 Tech Blog: Open Frontier Intelligence<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fd\u306eAI\u4f01\u696dMoonshot AI\u306f\u3001\u65b0\u305f\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cKimi K3\u300d\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f2.8\u5146\u306b\u9054\u3057\u3001\u6700\u5927100\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u753b\u50cf\u3084\u52d5\u753b\u3082\u540c\u4e00\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u3067\u304d\u308b\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u540c\u793e\u306fKimi K3\u3092\u4e16\u754c\u521d\u306e\u300c\u30aa\u30fc\u30d7\u30f33\u5146\u30d1\u30e9\u30e1\u30fc\u30bf\u7d1a\u30e2\u30c7\u30eb\u300d\u3068\u4f4d\u7f6e\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kimi K3\u306f\u3001\u9577\u6642\u9593\u306b\u308f\u305f\u308b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30af\u3001\u63a8\u8ad6\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u51e6\u7406\u306a\u3069\u3092\u60f3\u5b9a\u3057\u3066\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u3002\u4eba\u9593\u306b\u3088\u308b\u7d30\u304b\u306a\u76e3\u8996\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u5927\u898f\u6a21\u306a\u30b3\u30fc\u30c9\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8abf\u67fb\u3057\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u4e0a\u306e\u30c4\u30fc\u30eb\u3092\u64cd\u4f5c\u3057\u3066\u4f5c\u696d\u3092\u7d99\u7d9a\u3067\u304d\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3084\u6620\u50cf\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u30b2\u30fc\u30e0\u958b\u767a\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u5236\u4f5c\u3001CAD\u3001\u52d5\u753b\u7de8\u96c6\u306a\u3069\u3001\u8996\u899a\u60c5\u5831\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7528\u9014\u306b\u3082\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"twitter-tweet\" data-conversation=\"none\"><p lang=\"en\" dir=\"ltr\">Kimi K3 combines strong 3D reasoning, coding, and vision capabilities to turn concepts, images, and videos into fully playable interactive experiences. <br><br>Kimi K3 achieves true &quot;vision in the loop&quot; by seamlessly iterating between code and live screenshots <a href=\"https:\/\/t.co\/E9nw6yivcT\">pic.twitter.com\/E9nw6yivcT<\/a><\/p>&mdash; Kimi.ai (@Kimi_Moonshot) <a href=\"https:\/\/x.com\/Kimi_Moonshot\/status\/2077830245382758902?ref_src=twsrc%5Etfw\">July 16, 2026<\/a><\/blockquote> <script async src=\"https:\/\/platform.x.com\/widgets.js\" charset=\"utf-8\"><\/script>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u306f\u3001\u72ec\u81ea\u6280\u8853\u306e\u300cKimi Delta Attention\u300d\u3068\u300cAttention Residuals\u300d\u304c\u63a1\u7528\u3055\u308c\u307e\u3057\u305f\u3002Kimi Delta Attention\u306f\u9577\u3044\u5165\u529b\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3001100\u4e07\u30c8\u30fc\u30af\u30f3\u898f\u6a21\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u3001\u30c7\u30b3\u30fc\u30c9\u901f\u5ea6\u3092\u6700\u59276.3\u500d\u306b\u9ad8\u3081\u3089\u308c\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002Attention Residuals\u306f\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u30922\uff05\u672a\u6e80\u306b\u6291\u3048\u306a\u304c\u3089\u5b66\u7fd2\u52b9\u7387\u3092\u7d0425\uff05\u5411\u4e0a\u3055\u305b\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001Kimi K3\u306fMixture of Experts\u3068\u547c\u3070\u308c\u308b\u69cb\u9020\u3092\u63a1\u7528\u3057\u3001896\u500b\u306e\u5c02\u9580\u5bb6\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u3046\u3061\u3001\u51e6\u7406\u5185\u5bb9\u306b\u5fdc\u3058\u306616\u500b\u3092\u9078\u629e\u7684\u306b\u7a3c\u50cd\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u69cb\u9020\u3084\u5b66\u7fd2\u65b9\u6cd5\u306e\u6539\u5584\u306b\u3088\u308a\u3001\u524d\u4e16\u4ee3\u306eKimi K2\u3068\u6bd4\u3079\u3066\u3001\u8a08\u7b97\u8cc7\u6e90\u3092\u6027\u80fd\u3078\u5909\u63db\u3059\u308b\u5168\u4f53\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u304c\u7d042.5\u500d\u306b\u5411\u4e0a\u3057\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Moonshot AI\u304c\u516c\u8868\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3001Kimi K3\u306e\u7dcf\u5408\u6027\u80fd\u306fClaude Fable 5\u3084GPT-5.6 Sol\u306b\u307e\u3060\u53ca\u3070\u306a\u3044\u3068\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u4e00\u90e8\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u8a55\u4fa1\u3067\u306f\u4e21\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002Program Bench\u3067\u306fKimi K3\u304c77.8\u3092\u8a18\u9332\u3057\u3001Claude Fable 5\u306e76.8\u3001GPT-5.6 Sol\u306e77.6\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002SWE Marathon\u3067\u308242.0\u3068\u306a\u308a\u3001Claude Fable 5\u306e35.0\u3001GPT-5.6 Sol\u306e39.0\u3092\u8d85\u3048\u307e\u3057\u305f\u3002\u793e\u5185\u8a55\u4fa1\u306eKimi Code Bench 2.0\u3067\u306f72.9\u3092\u8a18\u9332\u3057\u3001GPT-5.6 Sol\u306e64.8\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1087\" height=\"2373\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269.jpg\" alt=\"\" class=\"wp-image-109974\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269.jpg 1087w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269-137x300.jpg 137w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269-469x1024.jpg 469w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269-768x1677.jpg 768w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269-704x1536.jpg 704w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2026\/07\/img_002269-938x2048.jpg 938w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" \/><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.kimi.com\/blog\/kimi-k3\" target=\"_blank\" rel=\"noreferrer noopener\">Kimi K3 Tech Blog: Open Frontier Intelligence<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u95a2\u9023\u3067\u306f\u3001BrowseComp\u306791.2\u3001Automation Bench\u306730.8\u3092\u8a18\u9332\u3057\u3001\u6bd4\u8f03\u5bfe\u8c61\u306e\u4e2d\u3067\u6700\u9ad8\u5024\u3068\u306a\u308a\u307e\u3057\u305f\u3002SpreadsheetBench 2\u3084OmniDocBench\u306a\u3069\u3067\u3082\u9996\u4f4d\u306e\u7d50\u679c\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u3063\u3066KimiCode\u3001Claude Code\u3001Codex\u306a\u3069\u7570\u306a\u308b\u5b9f\u884c\u74b0\u5883\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u5358\u4f53\u306e\u6027\u80fd\u3092\u5b8c\u5168\u306b\u540c\u4e00\u6761\u4ef6\u3067\u6bd4\u8f03\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306e\u6d3b\u7528\u4f8b\u3068\u3057\u3066\u3001GPU\u30ab\u30fc\u30cd\u30eb\u6700\u9069\u5316\u3067\u306f\u3001\u9806\u4f1d\u64ad\u3068\u9006\u4f1d\u64ad\u3092\u5408\u308f\u305b\u305f\u51e6\u7406\u6642\u9593\u3092283.6\u30df\u30ea\u79d2\u304b\u3089114.4\u30df\u30ea\u79d2\u307e\u3067\u77ed\u7e2e\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u72ec\u81ea\u306e\u4e2d\u9593\u8868\u73fe\u3084PTX\u30b3\u30fc\u30c9\u751f\u6210\u6a5f\u80fd\u3092\u6301\u3064GPU\u30b3\u30f3\u30d1\u30a4\u30e9\u300cMiniTriton\u300d\u3092\u30bc\u30ed\u304b\u3089\u958b\u767a\u3057\u3001\u4e00\u90e8\u306e\u51e6\u7406\u3067\u306f\u65e2\u5b58\u306eTriton\u3092\u4e0a\u56de\u3063\u305f\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u307b\u304b\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u4f5c\u3059\u308b3D\u30aa\u30fc\u30d7\u30f3\u30ef\u30fc\u30eb\u30c9\u30b2\u30fc\u30e0\u306e\u5236\u4f5c\u3001\u534a\u5c0e\u4f53\u30c1\u30c3\u30d7\u306e\u8a2d\u8a08\u3001\u79d1\u5b66\u8ad6\u6587\u3092\u57fa\u306b\u3057\u305f\u6570\u5024\u8a08\u7b97\u306e\u5b9f\u88c5\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3084\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u300156\u672c\u306e\u7d20\u6750\u3092\u4f7f\u3063\u305f\u52d5\u753b\u7de8\u96c6\u306a\u3069\u3082\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kimi K3\u306fKimi.com\u3001Kimi Work\u3001Kimi Code\u3001Kimi API\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002API\u6599\u91d1\u306f\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u5229\u7528\u3055\u308c\u305f\u5165\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u5f53\u305f\u308a0.30\u30c9\u30eb\u3001\u901a\u5e38\u306e\u5165\u529b\u304c3\u30c9\u30eb\u3001\u51fa\u529b\u304c15\u30c9\u30eb\u3067\u3059\u3002\u5b8c\u5168\u306a\u30e2\u30c7\u30eb\u30a6\u30a7\u30a4\u30c8\u306f2026\u5e747\u670827\u65e5\u307e\u3067\u306b\u516c\u958b\u3055\u308c\u308b\u4e88\u5b9a\u3067\u3001\u8a73\u3057\u3044\u6280\u8853\u4ed5\u69d8\u3084\u5b66\u7fd2\u65b9\u6cd5\u3001\u8a55\u4fa1\u7d50\u679c\u3082\u4eca\u5f8c\u767a\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.kimi.com\/blog\/kimi-k3\" target=\"_blank\" rel=\"noreferrer noopener\">Kimi K3 Tech Blog: Open Frontier Intelligence<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e2d\u56fd\u306eAI\u4f01\u696dMoonshot AI\u306f\u3001\u65b0\u305f\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cKimi K3\u300d\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f2.8\u5146\u306b\u9054\u3057\u3001\u6700\u5927100\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u753b\u50cf\u3084\u52d5\u753b\u3082\u540c\u4e00\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u3067\u304d\u308b\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u540c\u793e\u306fKimi K3\u3092\u4e16\u754c\u521d\u306e\u300c\u30aa\u30fc\u30d7\u30f33\u5146\u30d1\u30e9\u30e1\u30fc\u30bf\u7d1a\u30e2\u30c7\u30eb\u300d\u3068\u4f4d\u7f6e\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":109973,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","_spnote":"","_custom_second_post_notes":"","_dp_original":0,"footnotes":""},"categories":[9],"tags":[],"ppma_author":[44],"class_list":["post-109972","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","authors":[{"term_id":44,"user_id":1,"is_guest":0,"slug":"miralab_admin_0001","display_name":"\u7530\u9644 \u52c7\u78e8","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/a2bc89cdbec54ddbae805d71d9f029784e6e18269cd2ffae68f202b8b80f44df?s=96&d=mm&r=g","author_category":"1","first_name":"","last_name":"","user_url":"","job_title":"","description":"\u6a2a\u6d5c\u751f\u307e\u308c\u6a2a\u6d5c\u80b2\u3061\u306e30\u4ee3\u3002\r\n\u7530\u9644\u306f\u30bf\u30c4\u30b1\u3068\u8aad\u3080\u3002\r\n\r\n20\u6b73\u304b\u3089\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u306b\u643a\u308f\u308a\u3001\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u6b74\u306f10\u5e74\u3092\u8d85\u3048\u308b\u3002\r\n\r\n\u5171\u540c\u7d4c\u55b6\u8005\u3067\u3042\u308a\u5e7c\u306a\u3058\u307f\u306e\u5e73\u5ca1\u3068<a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/ai%E6%9C%AA%E6%9D%A5%E8%A9%B1\/id1733462439\">AI\u672a\u6765\u8a71<\/a>\u3068\u3044\u3046Podcast\u3092\u6bce\u9031\u6728\u66dc\u65e5\u306e7\u6642\u306b\u5b9a\u671f\u914d\u4fe1\u4e2d\u3002"}],"_links":{"self":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/109972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/comments?post=109972"}],"version-history":[{"count":1,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/109972\/revisions"}],"predecessor-version":[{"id":109975,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/109972\/revisions\/109975"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/media\/109973"}],"wp:attachment":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/media?parent=109972"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/categories?post=109972"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/tags?post=109972"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/ppma_author?post=109972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}