{"id":31,"date":"2026-06-13T14:46:53","date_gmt":"2026-06-13T06:46:53","guid":{"rendered":"http:\/\/tantan.ink\/?p=31"},"modified":"2026-06-13T14:46:53","modified_gmt":"2026-06-13T06:46:53","slug":"microsoft-mai-models-2026","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/06\/13\/microsoft-mai-models-2026\/","title":{"rendered":"Microsoft \u4e00\u53e3\u6c14\u53d1\u4e86 7 \u4e2a\u81ea\u7814 AI \u6a21\u578b\uff1aMAI \u5168\u5bb6\u6876\u5230\u5e95\u6709\u591a\u80fd\u6253\uff1f"},"content":{"rendered":"

\u516d\u6708\u521d\uff0c\u5fae\u8f6f AI\uff08\u5c31\u662f Mustafa Suleyman \u5e26\u7684\u90a3\u652f\u56e2\u961f\uff09\u4e00\u53e3\u6c14\u7aef\u51fa\u4e86\u4e03\u6b3e\u81ea\u7814\u6a21\u578b<\/strong>\uff0c\u53d6\u540d MAI \u7cfb\u5217\u3002\u8fd9\u4e8b\u8868\u9762\u4e0a\u662f\u4f8b\u884c\u6a21\u578b\u53d1\u5e03\uff0c\u4f46\u4ed4\u7ec6\u770b\u4f1a\u53d1\u73b0\u51e0\u4e2a\u6709\u610f\u601d\u7684\u4fe1\u53f7\u2014\u2014\u5fae\u8f6f\u7ec8\u4e8e\u62ff\u51fa\u4e86\u4e0d\u548c OpenAI\u300c\u5957\u5a03\u300d\u7684\u81ea\u5bb6\u5e95\u724c\u3002<\/p>\n

\u5148\u8bf4\u7ed3\u8bba\uff1a\u8fd9\u6ce2\u6a21\u578b\u4e0d\u7b97\u9769\u547d\u6027\uff0c\u4f46\u8bda\u610f\u548c\u6280\u672f\u542b\u91d1\u91cf\u90fd\u5728\u7ebf<\/strong>\uff0c\u800c\u4e14\u5bf9\u5f00\u53d1\u8005\u975e\u5e38\u53cb\u597d\u3002<\/p>\n

\"MAI
MAI \u6a21\u578b\u5168\u5bb6\u6876\u4e00\u89c8\uff1a7 \u6b3e\u81ea\u7814\u6a21\u578b\u8986\u76d6\u63a8\u7406\u3001\u7f16\u7801\u3001\u56fe\u50cf\u3001\u8bed\u97f3\u7b49\u591a\u6a21\u6001\uff08\u6765\u6e90\uff1aMicrosoft AI Blog\uff09<\/em><\/p>\n

MAI \u5168\u5bb6\u6876\uff1a\u4e00\u5f20\u8868\u770b\u660e\u767d<\/h2>\n

\u5fae\u8f6f\u8fd9\u6b21\u628a AI \u80fd\u529b\u94fa\u5f97\u5f88\u6563\uff0c\u4ece\u63a8\u7406\u5230\u8bed\u97f3\u5230\u56fe\u50cf\u51e0\u4e4e\u5168\u8986\u76d6\uff1a<\/p>\n\n\n\n\n\n\n\n
\u6a21\u578b<\/th>\n\u53c2\u6570\u89c4\u6a21<\/th>\n\u4e00\u53e5\u8bdd\u5b9a\u4f4d<\/th>\n<\/tr>\n
MAI-Thinking-1<\/td>\n1T MoE \/ 35B \u6fc0\u6d3b<\/td>\n\u63a8\u7406\u65d7\u8230\uff0c\u5bf9\u6807 Sonnet 4.6<\/td>\n<\/tr>\n
MAI-Code-1-Flash<\/td>\n137B MoE \/ 5B \u6fc0\u6d3b<\/td>\n\u7f16\u7801\u4e13\u7528\uff0c\u5bf9\u6807 Haiku 4.5<\/td>\n<\/tr>\n
MAI-Image-2.5<\/td>\n\u672a\u516c\u5f00<\/td>\n\u6587\u751f\u56fe + \u56fe\u7f16\u8f91\uff0cArena \u9886\u5148<\/td>\n<\/tr>\n
MAI-Transcribe-1.5<\/td>\n\u672a\u516c\u5f00<\/td>\n\u8bed\u97f3\u8f6c\u5199\uff0c43 \u8bed\u8a00\uff0cSOTA<\/td>\n<\/tr>\n
MAI-Voice-2<\/td>\n\u672a\u516c\u5f00<\/td>\n\u8bed\u97f3\u5408\u6210\uff0c15 \u8bed\u8a00\uff0c\u58f0\u97f3\u514b\u9686<\/td>\n<\/tr>\n<\/table>\n

\u4e03\u4e2a\u6a21\u578b\u91cc\u6700\u503c\u5f97\u5173\u6ce8\u7684\uff0c\u5f53\u7136\u662f MAI-Thinking-1<\/strong> \u548c MAI-Code-1-Flash<\/strong>\u3002<\/p>\n

MAI-Thinking-1\uff1a\u5fae\u8f6f\u7684\u63a8\u7406\u738b\u724c<\/h2>\n

\u5148\u8bf4\u53c2\u6570\uff1a1 \u4e07\u4ebf\u603b\u53c2\u6570\u300135B \u6fc0\u6d3b\u7684 MoE \u67b6\u6784\uff0c256K \u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u8fd9\u4e2a\u89c4\u683c\u653e\u5728\u4eca\u5929\u4e0d\u7b97\u300c\u5de8\u578b\u6a21\u578b\u300d\uff0c\u4f46\u6210\u7ee9\u633a\u5413\u4eba\uff1a<\/p>\n

    \n
  • AIME 2025<\/strong>\uff08\u6570\u5b66\u7ade\u8d5b\uff09\uff1a97%\u2014\u2014\u63a5\u8fd1\u6ee1\u5206<\/li>\n
  • AIME 2026<\/strong>\uff08\u66f4\u96be\u7684\u65b0\u7248\uff09\uff1a94.5%\u2014\u2014\u6cdb\u5316\u80fd\u529b\u5f88\u5f3a<\/li>\n
  • \u4eba\u7c7b\u76f2\u8bc4 vs Sonnet 4.6<\/strong>\uff1a\u5728 1,276 \u9053\u9898\u7684\u53cc\u76f2\u6d4b\u8bd5\u4e2d\uff0c\u8bc4\u5ba1\u66f4\u504f\u597d MAI-Thinking-1<\/strong><\/li>\n<\/ul>\n

    \u8fd9\u7ec4\u6570\u636e\u7684\u770b\u70b9\u4e0d\u5728\u4e8e\u300c\u8d85\u8fc7\u4e86\u8c01\u300d\uff0c\u800c\u5728\u4e8e\u5fae\u8f6f\u662f\u7eaf\u81ea\u7814\u505a\u51fa\u6765\u7684<\/strong>\u3002Mustafa Suleyman \u5728\u535a\u5ba2\u91cc\u53cd\u590d\u5f3a\u8c03\u4e00\u4e2a\u59ff\u6001\uff1a\u4e0d\u84b8\u998f\u3001\u4e0d\u7528\u7b2c\u4e09\u65b9\u6570\u636e\u3001\u4e0d\u6284\u4f5c\u4e1a\u3002\u5168\u6808\u81ea\u5df1\u642d\u2014\u2014\u4ece\u67b6\u6784\u8bbe\u8ba1\u5230\u8bad\u7ec3\u7ba1\u7ebf\u5230 RL \u6846\u67b6\uff0c\u751a\u81f3\u914d\u5408\u81ea\u5bb6\u7684 Maia 200 \u82af\u7247\u505a\u534f\u540c\u8bbe\u8ba1\uff08\u76ee\u524d\u5df2\u7ecf\u62ff\u5230 1.4x \u7684\u6548\u7387\u63d0\u5347\uff09\u3002<\/p>\n

    \u4ece\u4ece\u4e1a\u8005\u89d2\u5ea6\u770b\uff0c\u8fd9\u610f\u5473\u7740\u63a8\u7406\u6a21\u578b\u7684\u8bad\u7ec3\u58c1\u5792\u6ca1\u6709\u60f3\u8c61\u90a3\u4e48\u9ad8<\/strong>\u3002\u53ea\u8981\u80fd\u7ec4\u7ec7\u597d\u8bad\u7ec3\u6570\u636e\u548c RL \u6d41\u7a0b\uff0c35B \u91cf\u7ea7\u7684\u6d3b\u8dc3\u53c2\u6570\u5c31\u80fd\u6253\u51fa\u5f88\u6f02\u4eae\u7684\u6210\u7ee9\u3002\u8fd9\u5bf9\u5f00\u6e90\u793e\u533a\u4e5f\u662f\u597d\u4fe1\u53f7\u3002<\/p>\n

    \"MAI
    MAI \u6a21\u578b\u6838\u5fc3 Benchmark \u5bf9\u6bd4\uff1aCode-1-Flash \u5728 SWE-Bench Pro 51.2% vs Haiku 4.5 \u7684 35.2%\uff1bThinking-1 AIME 2025 \u8fbe\u5230 97%\uff08\u6765\u6e90\uff1aMicrosoft AI Blog\uff09<\/em><\/p>\n

    MAI-Code-1-Flash\uff1a\u7801\u519c\u7684\u4fa7\u7ffc<\/h2>\n

    \u5982\u679c Thinking-1 \u662f\u65d7\u8230\uff0c\u90a3 Code-1-Flash \u5c31\u662f\u8d70\u91cf\u7684\u5927\u6740\u5668\u3002<\/p>\n

    137B \u603b\u53c2\u6570\u30015B \u6d3b\u8dc3\u53c2\u6570\uff0c\u672c\u8eab\u5c31\u662f\u4e3a GitHub Copilot \u91cf\u8eab\u6253\u9020\u7684\u3002\u6210\u7ee9\u4e5f\u5f88\u76f4\u63a5\uff1a<\/p>\n

      \n
    • SWE-Bench Pro<\/strong>\uff1a51.2%\uff08Haiku 4.5 \u662f 35.2%\uff0c\u9ad8\u51fa 16 \u4e2a\u767e\u5206\u70b9\uff09<\/li>\n
    • SWE-Bench Verified<\/strong>\uff1a\u540c\u7b49\u4efb\u52a1\u5c11\u7528 60% \u7684 token<\/li>\n
    • \u6307\u4ee4\u9075\u5faa\uff08IF Bench\uff09<\/strong>\uff1a\u6bd4 Haiku 4.5 \u9ad8\u51fa 28.9 \u4e2a\u767e\u5206\u70b9<\/li>\n<\/ul>\n

      \u5fae\u8f6f\u7279\u610f\u5f3a\u8c03\u5b83\u7684\u300c\u81ea\u9002\u5e94\u601d\u8003\u300d\u7279\u6027\u2014\u2014\u7b80\u5355\u95ee\u9898\u8fc5\u901f\u56de\u7b54\uff0c\u590d\u6742\u95ee\u9898\u4f1a\u591a\u82b1\u63a8\u7406\u9884\u7b97\u3002\u5728\u5b9e\u9645\u7f16\u7801\u573a\u666f\u91cc\uff0c\u8fd9\u4e2a\u7279\u6027\u6bd4\u7eaf benchmark \u5206\u6570\u66f4\u6709\u611f\u3002<\/p>\n

      Frontier Tuning\uff1a\u6bd4\u6a21\u578b\u672c\u8eab\u66f4\u6709\u8da3\u7684\u6982\u5ff5<\/h2>\n

      \u8fd9\u6b21\u53d1\u5e03\u91cc\u6700\u8ba9\u6211\u611f\u5174\u8da3\u7684\u4e0d\u662f\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u662f Frontier Tuning<\/strong> \u8fd9\u4e2a\u6982\u5ff5\u3002<\/p>\n

      \u5fae\u8f6f\u7684\u8868\u8ff0\u662f\uff1a\u7528 Reinforcement Learning Environments\uff08RLE\uff09<\/strong>\u8ba9\u6a21\u578b\u5728\u4f01\u4e1a\u5b9e\u9645\u5de5\u4f5c\u6d41\u6570\u636e<\/strong>\u4e0a\u505a\u5f3a\u5316\u5b66\u4e60\u5fae\u8c03\u3002\u610f\u601d\u662f\uff0c\u4f60\u7684\u6a21\u578b\u4e0d\u662f\u4ece\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4e0b\u8f7d\u4e00\u4e2a\u901a\u7528\u7248\u672c\uff0c\u800c\u662f\u8ba9\u5b83\u5728\u4f60\u7ec4\u7ec7\u5185\u90e8\u7684\u771f\u5b9e\u64cd\u4f5c traces \u91cc\u5b66\u4e60\u600e\u4e48\u505a\u4e8b\u60c5\u3002<\/p>\n

      \u6700\u76f4\u63a5\u7684\u4f8b\u5b50\uff1aMAI \u9488\u5bf9 Excel \u573a\u666f\u505a Frontier Tuning \u540e\uff0c\u5339\u914d GPT 5.4 \u7684\u6027\u80fd\uff0c\u4f46\u6210\u672c\u4f4e 10 \u500d<\/strong>\u3002<\/p>\n

      \u8fd9\u4e2a\u601d\u8def\u5bf9\u81ea\u5efa Agent \u5de5\u4f5c\u6d41\u7684\u4eba\u6765\u8bf4\u5f88\u6709\u542f\u53d1\u2014\u2014\u6700\u6709\u4ef7\u503c\u7684\u8bad\u7ec3\u6570\u636e\u4e0d\u662f\u516c\u5171\u7684 benchmark\uff0c\u800c\u662f\u4f60\u81ea\u5df1\u7684\u64cd\u4f5c\u8f68\u8ff9<\/strong>\u3002<\/p>\n

      \"Frontier
      Frontier Tuning \u5de5\u4f5c\u6d41\uff1a\u57fa\u7840\u6a21\u578b \u2192 \u4f01\u4e1a\u64cd\u4f5c\u8f68\u8ff9 \u2192 RLE \u5f3a\u5316\u5b66\u4e60 \u2192 \u5b9a\u5236\u6a21\u578b\uff08\u6765\u6e90\uff1aMicrosoft AI Blog\uff09<\/em><\/p>\n

      \u6a21\u578b\u5df2\u5f00\u653e\u7ed9\u7b2c\u4e09\u65b9\u5e73\u53f0\uff1aOpenRouter\u3001Fireworks\u3001Baseten \u4e0a\u90fd\u53ef\u4ee5\u8c03\u7528\uff0c\u8fd8\u9996\u6b21\u5141\u8bb8\u5f00\u53d1\u8005\u81ea\u884c\u5fae\u8c03\u6743\u91cd\u3002<\/p>\n

      \u548c Mayo Clinic \u7684\u5408\u4f5c<\/h2>\n

      \u5fae\u8f6f\u8fd8\u5ba3\u5e03\u4e86\u548c Mayo Clinic\uff08\u5168\u7403\u9876\u7ea7\u533b\u7597\u673a\u6784\uff09\u5171\u5efa\u533b\u7597 AI \u6a21\u578b\u3002\u6bd4\u8f83\u7279\u522b\u7684\u662f\uff0c\u6a21\u578b\u6240\u6709\u6743\u5f52 Mayo Clinic<\/strong>\uff0c\u4e0d\u662f\u5fae\u8f6f\u3002\u8fd9\u4e2a\u6a21\u5f0f\u5728 AI \u884c\u4e1a\u4e0d\u5e38\u89c1\u2014\u2014\u8868\u660e\u5fae\u8f6f\u5728\u533b\u7597\u9886\u57df\u7684\u59ff\u6001\u662f\u300c\u505a\u5de5\u5177\uff0c\u4e0d\u505a\u6570\u636e\u4e3b\u4eba\u300d\u3002<\/p>\n

      \u503c\u5f97\u7559\u610f\u7684\u4e00\u4e2a\u7ec6\u8282<\/h2>\n

      \u8fd9\u6b21 MAI \u6a21\u578b\u53d1\u5e03\u6ca1\u6709\u5f3a\u8c03\u300c\u5f00\u6e90\u300d\uff0c\u6a21\u578b\u6743\u91cd\u4e5f\u6ca1\u6709\u516c\u5f00\u3002\u5f00\u6e90\u793e\u533a\u80fd\u7528\u7684\u4f9d\u7136\u662f\u5fae\u8f6f\u4e4b\u524d\u53d1\u5e03\u7684 Phi \u7cfb\u5217\uff08\u5c0f\u53c2\u6570\u6a21\u578b\uff09\u3002MAI \u7cfb\u5217\u8d70\u7684\u662f API + \u4f01\u4e1a\u5b9a\u5236\u8def\u7ebf\uff0c\u4e0d\u8d70\u793e\u533a\u8def\u7ebf\u3002<\/p>\n

      \u4f46\u901a\u8fc7 OpenRouter \u8fd9\u7c7b\u5e73\u53f0\uff0c\u4e2a\u4eba\u5f00\u53d1\u8005\u4e5f\u80fd\u4f4e\u6210\u672c\u8bd5\u7528\u5230 Thinking-1 \u548c Code-1-Flash\u2014\u2014\u4e0d\u9700\u8981\u7b7e\u4f01\u4e1a\u5408\u540c\uff0c\u5145\u4e2a\u51e0\u5341\u5757\u94b1\u5c31\u80fd\u8dd1 benchmark\u3002<\/p>\n

      \u6700\u540e\u8bf4\u4e24\u53e5<\/h2>\n

      \u5fae\u8f6f\u8fd9\u6b21\u6700\u5927\u7684\u8fdb\u6b65\uff0c\u4e0d\u662f\u67d0\u4e2a benchmark \u5206\u6570\u7684\u5237\u65b0\uff0c\u800c\u662f\u8bc1\u660e\u4e86\u81ea\u5df1\u53ef\u4ee5\u4e0d\u9760 OpenAI \u505a\u51fa\u6709\u7ade\u4e89\u529b\u7684\u6a21\u578b<\/strong>\u3002\u5168\u6808\u81ea\u7814 + \u4e0d\u84b8\u998f + \u5e72\u51c0\u6570\u636e\uff0c\u8fd9\u4e9b\u53e3\u53f7\u771f\u5047\u96be\u8fa8\uff0c\u4f46\u81f3\u5c11\u5728\u4ea7\u54c1\u5c42\u9762\uff0cMAI \u7cfb\u5217\u7ed9\u51fa\u4e86\u5b9e\u5b9e\u5728\u5728\u7684 API \u548c\u5de5\u5177\u3002<\/p>\n

      \u5bf9\u4e8e\u672c\u5730 AI \u73a9\u5bb6\uff0cMAI-Thinking-1 \u7684 35B \u6d3b\u8dc3\u53c2\u6570\u4e5f\u503c\u5f97\u5173\u6ce8\u2014\u2014\u867d\u7136\u603b\u53c2\u6570\u91cf\u662f 1T\uff08\u9760 MoE \u7a00\u758f\u6fc0\u6d3b\uff09\uff0c\u4f46\u6d3b\u8dc3\u90e8\u5206\u53ea\u6709 35B\uff0c\u67d0\u79cd\u610f\u4e49\u4e0a\u9a8c\u8bc1\u4e86\u300c\u7528 MoE \u5728\u6d88\u8d39\u7ea7\u786c\u4ef6\u4e0a\u8dd1\u5927\u6a21\u578b\u300d\u8fd9\u4e2a\u65b9\u5411\u662f\u53ef\u884c\u7684\u3002<\/p>\n

      \u4fe1\u606f\u6765\u6e90\uff1aMicrosoft AI Blog\uff0c6\u67082\u65e5\/8\u65e5\u66f4\u65b0<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u516d\u6708\u521d\uff0c\u5fae\u8f6f AI \u56e2\u961f\u4e00\u53e3\u6c14\u53d1\u5e03 MAI \u5168\u5bb6\u6876\u2014\u2014\u4e03\u6b3e\u81ea\u7814\u6a21\u578b\u8986\u76d6\u63a8\u7406\u3001\u7f16\u7801\u3001\u56fe\u50cf\u3001\u8bed\u97f3\u3002\u4e0d\u84b8\u998f\u3001\u4e0d\u5957\u58f3\uff0c\u5168\u9760\u81ea\u7814\u8bad\u7ec3\u7ba1\u7ebf\uff0c\u76f2\u8bc4\u8d85\u8fc7 Sonnet 4.6\u3002<\/p>\n","protected":false},"author":1,"featured_media":92,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-31","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/31","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=31"}],"version-history":[{"count":0,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/31\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/92"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=31"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=31"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=31"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}