{"id":13903,"date":"2026-10-25T04:21:23","date_gmt":"2026-10-24T20:21:23","guid":{"rendered":"https:\/\/infernews.com\/blog\/kimi-k3-1-pro-tech-blog-advancing-open-intelligence\/"},"modified":"2026-10-25T04:21:23","modified_gmt":"2026-10-24T20:21:23","slug":"kimi-k3-1-pro-tech-blog-advancing-open-intelligence","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/kimi-k3-1-pro-tech-blog-advancing-open-intelligence\/","title":{"rendered":"Kimi K3.1 Pro\uff1a\u958b\u653e\u6b0a\u91cd 1M \u4e0a\u4e0b\u6587\u652f\u63f4\u9577\u93c8\u8def\u4ee3\u7406"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/Kimi-K3.1-Pro-1M.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9762\u5c0d\u8d85\u9577\u6587\u4ef6\u3001\u7d42\u7aef\u6a5f\u4efb\u52d9\u548c\u591a\u6b65\u9a5f\u7814\u7a76\uff0cKimi K3.1 Pro \u4ee5 1M-token context window \u652f\u63f4\u9577\u93c8\u8def\u4ee3\u7406\u5de5\u4f5c\uff0c\u4e26\u628a coding\u30013D creation \u8207 financial research \u653e\u9032 3T-class open-weight model\u3002\u5b83\u662f Kimi K3 \u7684 post-trained \u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a13\u7df4\u52a0\u5165\u66f4\u5927 post-training compute\uff0c\u5728\u6578\u767e\u500b\u4e0b\u6e38\u9818\u57df\u9032\u884c joint reinforcement learning\uff08joint RL\uff09\uff1bRL framework\u3001long-context inference\u3001sandbox infrastructure \u53ca rollout scheduling \u4ea6\u4e00\u4f75\u512a\u5316\uff0c\u76ee\u6a19\u662f\u4ee4\u80fd\u529b\u63d0\u5347\u66f4\u7a69\u5b9a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9577\u4e0a\u4e0b\u6587<\/strong>\uff1a1M-token context window\uff0c\u9069\u5408\u9577\u6587\u4ef6\u53ca\u591a\u6b65\u9a5f\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u4ee3\u7406\u5834\u666f<\/strong>\uff1a\u6db5\u84cb coding\u30013D creation \u53ca financial research\u3002<\/li>\n<li><strong>\u901f\u5ea6\u9078\u9805<\/strong>\uff1aKimi K3.1 Pro Highspeed \u6a19\u7a31\u5feb 2 \u81f3 3 \u500d\u3002<\/li>\n<li><strong>\u6b0a\u91cd\u5b89\u6392<\/strong>\uff1a\u5b8c\u6574 model weights \u9810\u5b9a\u65bc 11 \u6708 4 \u65e5\u91cb\u51fa\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Terminal-Bench 4.0 \u4ee5\u8cc7\u6e90\u53d7\u9650\u7d42\u7aef\u6a5f\u4efb\u52d9\u548c\u56b4\u683c\u6e2c\u8a66\u8a55\u4f30 coding agents\uff1bK3.1 Pro \u5f97\u5206 65.7%\uff0c\u9ad8\u65bc GPT-6 Astra \u7684 58.2%\uff0c\u63a5\u8fd1 Claude Opus 5.5 \u7684 66.4%\uff0c\u53ef\u4f5c\u70ba\u7de8\u7a0b\u4ee3\u7406\u5834\u666f\u7684\u53c3\u8003\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u53ef\u65bc Kimi Work\u3001Kimi Code \u53ca Kimi API \u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.kimi.ai\/blog\/kimi-k3-1-pro\" rel=\"noopener 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