{"id":760164,"date":"2026-04-12T21:05:51","date_gmt":"2026-04-12T13:05:51","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=760164"},"modified":"2026-04-12T21:05:51","modified_gmt":"2026-04-12T13:05:51","slug":"%e6%8a%a4%e8%88%aaminimax%e3%80%81%e9%a9%af%e6%9c%8d%e5%b0%8f%e9%be%99%e8%99%be%ef%bc%8c%e8%85%be%e8%ae%af%e4%ba%91%e7%9a%84ai-agent%e6%95%b0%e5%ad%97%e6%80%bb%e9%83%a8%e4%ba%ae","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=760164","title":{"rendered":"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI Agent\u201c\u6570\u5b57\u603b\u90e8\u201d\u4eae\u4e86"},"content":{"rendered":"

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

\u4f5c\u8005\uff5c\u4e09\u5317<\/strong><\/p>\n

\u7f16\u8f91\uff5c\u6f20\u5f71<\/strong><\/p>\n

2026\u5e74\u5f00\u5e74\uff0c\u5f00\u6e90AI Agent\u6846\u67b6OpenClaw\u706b\u904d\u5168\u7403\u3002\u5b83\u50cf\u4e00\u53ea\u4e0d\u77e5\u75b2\u5026\u7684\u201c\u9f99\u867e\u201d\u2014\u2014\u6709\u8bb0\u5fc6\u3001\u80fd\u52a8\u624b\u3001\u4f4e\u95e8\u69db\uff0c\u8ba9\u65e0\u6570\u4eba\u7b2c\u4e00\u6b21\u76f4\u89c2\u611f\u53d7\u5230AI\u771f\u7684\u80fd\u5e72\u6d3b\u3002<\/p>\n

\u7136\u800c\uff0c\u5f53\u4f01\u4e1a\u4ece\u201c\u8bf7\u51e0\u53ea\u8bd5\u8bd5\u201d\u5230\u201c\u5165\u804c\u51e0\u4e07\u53ea\u201d\uff0c\u753b\u98ce\u7a81\u53d8\u3002\u8fd9\u4e9b\u80fd\u529b\u5f3a\u4f46\u6ca1\u53d7\u8fc7\u89c4\u8bad\u7684Agent\uff0c\u5728\u5171\u4eab\u7684\u4f01\u4e1a\u57fa\u7840\u8bbe\u65bd\u4e0a7×24\u5c0f\u65f6\u81ea\u4e3b\u884c\u52a8\uff0c\u5e26\u6765\u7684\u662f\u5931\u63a7\u7684\u6050\u60e7\uff1a\u5347\u7ea7\u5931\u5fc6\u3001\u5bc6\u94a5\u6cc4\u9732\u3001\u811a\u672c\u5931\u63a7\u3001\u9884\u7b97\u8d85\u9650\u2026\u2026<\/p>\n

\u7528\u9a6c\u65af\u514b<\/a>\u7684\u8bdd\u6765\u8bf4\uff0c\u8fd9\u5c31\u597d\u6bd4\u628a\u4e0a\u819b\u7684\u67aa\u4ea4\u7ed9\u4e86\u4e00\u53ea\u7334\u5b50\u53bb\u7528\u3002<\/strong><\/p>\n

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

\u9a6c\u65af\u514bX\u53d1\u6587\u622a\u56fe<\/p>\n

\u9762\u5bf9\u9f99\u867e\u201c\u6a2a\u722c\u201d\u7684\u96be\u9898\uff0c\u817e\u8baf<\/a>\u4e91\u63d0\u4f9b\u4e86\u65b0\u89e3\u6cd5\u2014\u2014\u4e3aAgent\u6253\u9020\u4e13\u5c5e\u201c\u6570\u5b57\u529e\u516c\u73af\u5883\u201d\u2014\u2014Agent Runtime\u6c99\u7bb1\u65b9\u6848<\/strong>\uff0c\u8bd5\u56fe\u4e3a\u6bcf\u53ea\u201c\u9f99\u867e\u201d\u88c5\u4e0a\u201c\u9632\u7206\u7bb1\u201d\u548c\u201c\u4ea4\u901a\u89c4\u5219\u201d\uff0c\u8ba9\u4f01\u4e1a\u80fd\u591f\u5728\u4e0d\u524a\u5f31\u9f99\u867e\u80fd\u529b\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u5b89\u5168\u53ef\u63a7\u7684\u5927\u89c4\u6a21\u90e8\u7f72\u3002<\/p>\n

\u8be5\u6280\u672f\u76ee\u524d\u5df2\u5728\u591a\u5bb6\u5934\u90e8\u4f01\u4e1a\u843d\u5730\uff0c\u6bd4\u5982\u5176\u5df2\u5728\u77e5\u540d\u5927\u6a21\u578b\u516c\u53f8MiniMax<\/strong>\u7684\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u7b49\u573a\u666f\u9a8c\u8bc1\uff0c\u652f\u6301\u5341\u4e07\u7ea7\u5e76\u53d1\u3001\u767e\u4e07\u7ea7\u541e\u5410<\/strong>\u96f6\u4e8b\u6545\u8bad\u7ec3\u3002<\/p>\n

\u5176\u52a9\u529bMiniMax\u7684\u5f3a\u5316\u5b66\u4e60\u6846\u67b6Forge\uff0c\u5728\u5927\u89c4\u6a21Agent\u8bad\u7ec3\u573a\u666f\u4e0b\u505a\u5230\u201c\u73af\u5883\u79d2\u5f00\u3001\u7528\u5b8c\u5373\u5220\u201d\uff0c\u8ba9\u8bad\u7ec3\u66f4\u5feb\u3001\u66f4\u7a33\u3001\u6210\u672c\u66f4\u4f4e\uff0c\u4e3a\u201c\u9f99\u867e\u519b\u56e2\u201d\u7684\u4f01\u4e1a\u7ea7\u843d\u5730\uff0c\u5199\u4e0b\u4e86\u575a\u5b9e\u7684\u6280\u672f\u6ce8\u811a\u3002<\/p>\n

\u817e\u8baf\u4e91\u5df2\u5ba3\u5e03\u5c06Agent Runtime\u5e95\u5c42\u6c99\u7bb1\u6280\u672fCube\u5f00\u6e90<\/strong>\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u66f4\u7075\u6d3b\u7684\u90e8\u7f72\u670d\u52a1\u3002<\/p>\n

\u4e00\u3001\u6253\u901a\u4e09\u9053\u574e\uff0c\u8ba9\u4f01\u4e1a\u771f\u6b63\u63a5\u5f97\u4f4f\u3001\u7ba1\u5f97\u597dAI\u5458\u5de5<\/strong><\/p>\n

OpenClaw\u8fd9\u7c7bAI Agent\u6b63\u5feb\u901f\u88ab\u5458\u5de5\u81ea\u53d1\u7528\u8d77\u6765\uff0c\u4f01\u4e1a\u4e5f\u770b\u5230\u4e86\u89c4\u6a21\u5316\u6253\u9020\u201cAI\u5458\u5de5\u201d\u7684\u5951\u673a\u3002\u4f46\u771f\u8981\u8ba9\u51e0\u4e07\u53ea\u201c\u9f99\u867e\u201d\u5b89\u5168\u4e0a\u5c97\uff0c\u8fce\u9762\u5c31\u662f\u4e09\u9053\u8eb2\u4e0d\u5f00\u7684\u8bfe\u9898\u3002<\/p>\n

\u7b2c\u4e00\uff0c\u73b0\u6709\u57fa\u7840\u8bbe\u65bd\u6562\u4e0d\u6562\u63a5\uff1f<\/strong>Agent\u6709\u72b6\u6001\u3001\u80fd\u52a8\u624b\u30017×24\u5c0f\u65f6\u81ea\u4e3b\u884c\u52a8\uff0c\u51e0\u4e07\u4e2a\u5b9e\u4f8b\u8dd1\u5728\u5171\u4eab\u73af\u5883\u91cc\uff0c\u72b6\u6001\u600e\u4e48\u7ba1\uff1f\u884c\u4e3a\u600e\u4e48\u63a7\uff1f\u51fa\u4e86\u4e8b\u600e\u4e48\u6eaf\u6e90\uff1f\u5bc6\u94a5\u548c\u9ad8\u5371\u6743\u9650\u6563\u843d\u5404\u5904\uff0c\u98ce\u9669<\/a>\u8c01\u6765\u515c\uff1f<\/p>\n

\u7b2c\u4e8c\uff0c\u8dd1\u4e86\u534a\u5e74\u5bf9\u4f01\u4e1a\u6709\u4ec0\u4e48\u6c89\u6dc0\uff1f<\/strong>\u6280\u80fd\u3001\u8bb0\u5fc6\u3001\u534f\u4f5c\u5173\u7cfb\u90fd\u9501\u5728\u4e2a\u4eba\u5b9e\u4f8b\u91cc\uff0c\u4eba\u8d70\u8336\u51c9\uff0cAgent\u4e4b\u95f4\u4e92\u4e0d\u8ba4\u8bc6\uff0c\u6ca1\u6cd5\u534f\u540c\u3002\u4f01\u4e1a\u6295\u5165\u4e86\u7b97\u529b\uff0c\u6700\u540e\u4ec0\u4e48\u90fd\u6ca1\u7559\u4e0b\u3002<\/p>\n

\u7b2c\u4e09\uff0c\u7ec4\u7ec7\u771f\u80fd\u7528\u8d77\u6765\u5417\uff1f<\/strong>\u54ea\u4e9b\u64cd\u4f5c\u8981\u5ba1\u6279\u3001\u6d41\u7a0b\u600e\u4e48\u6539\u3001Token\u82b1\u4e86\u591a\u5c11\u503c\u4e0d\u503c\u3001Agent \u4e4b\u95f4\u600e\u4e48\u534f\u4f5c\u2014\u2014\u8fd9\u4e9b\u95ee\u9898\u4e0d\u89e3\u51b3\uff0cAI\u5c31\u6c38\u8fdc\u662f\u201c\u73a9\u5177\u201d\u3002<\/p>\n

\u817e\u8baf\u4e91Agent Runtime\u7684\u4f01\u4e1a\u7ea7Agent\u6cbb\u7406\u65b9\u6848\uff0c\u6b63\u662f\u4e3a\u4e86\u6253\u901a\u8fd9\u4e09\u9053\u574e\uff0c\u8ba9\u4f01\u4e1a\u771f\u6b63\u63a5\u5f97\u4f4f\u3001\u7ba1\u5f97\u597dAI\u5458\u5de5\u3002<\/p>\n

1\u3001\u8ba9\u57fa\u7840\u8bbe\u65bd\u625b\u5f97\u4f4f<\/strong><\/p>\n

\u8fd9\u91cc\u89e3\u51b3\u7684\u662f\u201c\u6562\u4e0d\u6562\u63a5\u201d\u7684\u95ee\u9898\uff0c\u6838\u5fc3\u662f\u4e24\u4ef6\u4e8b<\/strong>\uff1aAgent\u72b6\u6001\u7ba1\u7406<\/strong>\u548c\u884c\u4e3a\u6cbb\u7406<\/strong>\u3002<\/p>\n

\u72b6\u6001\u7ba1\u7406\u65b9\u9762\uff0cAgent\u4e0d\u662f\u65e0\u72b6\u6001\u670d\u52a1\uff0c\u5b83\u4f1a\u79ef\u7d2f\u4f9d\u8d56\u3001\u7f13\u5b58\u3001\u4e0a\u4e0b\u6587\u3002\u4e00\u76f4\u8dd1\u7740\u6210\u672c\u592a\u9ad8\uff0c\u9500\u6bc1\u53c8\u4e22\u72b6\u6001\u3002Agent Runtime\u628a\u72b6\u6001\u548c\u7b97\u529b\u62c6\u5f00\u3002\u7a7a\u95f2\u65f6\u91ca\u653e\u7b97\u529b\uff0c\u8bf7\u6c42\u6765\u65f6\u539f\u5730\u6062\u590d\u6574\u4e2a\u6587\u4ef6\u7cfb\u7edf\uff0c\u4e0d\u9700\u8981\u9884\u8bbe Agent \u628a\u4e1c\u897f\u5199\u5728\u54ea\u3002\u518d\u52a0\u4e0a\u4efb\u610f\u65f6\u523b\u53ef\u505a\u5feb\u7167\uff0c\u4e00\u4e2a\u8c03\u6559\u597d\u7684 Agent\u80fd\u968f\u65f6\u514b\u9686\u6210\u4e00\u767e\u4e2a\uff0c\u7ecf\u9a8c\u53ef\u590d\u5236\u3001\u53ef\u7ee7\u627f\u3002<\/p>\n

\u884c\u4e3a\u6cbb\u7406\u65b9\u9762\uff0c\u6bcf\u4e2aAgent\u8dd1\u5728\u72ec\u7acbVM\u6c99\u7bb1\u91cc\uff0c\u5f7c\u6b64\u9694\u79bb\uff0c\u4e00\u4e2a\u51fa\u95ee\u9898\u4e0d\u5f71\u54cd\u5176\u4ed6\u3002\u51ed\u8bc1\u4ece\u4e0d\u843d\u5730\uff0c\u7531\u7f51\u5173\u6309\u9700\u6ce8\u5165\u3001\u7528\u5b8c\u5373\u9500\u6bc1\uff1b\u6240\u6709\u5916\u90e8\u8bbf\u95ee\u7edf\u4e00\u8fc7\u7f51\u5173\uff0c\u9ad8\u5371\u64cd\u4f5c\u53ef\u914d\u7f6e\u5ba1\u6279\u6216\u62e6\u622a\u3002\u5168\u94fe\u8def\u5ba1\u8ba1\u8bb0\u5f55\u6bcf\u4e00\u6b65\u8c01\u8c03\u4e86\u4ec0\u4e48\u6a21\u578b\u3001\u82b1\u4e86\u591a\u5c11Token\u3002\u8fd9\u6837\u4e00\u6765\uff0cAgent\u7684\u80fd\u529b\u4e0d\u524a\u5f31\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u8fd0\u884c\u5728\u53ef\u63a7\u3001\u53ef\u8ffd\u6eaf\u7684\u8fb9\u754c\u91cc\u3002<\/p>\n

2\u3001\u6570\u636e\u8d44\u4ea7\u7559\u5f97\u4e0b<\/strong><\/p>\n

\u4eba\u8d70\u4e86\uff0c\u7ecf\u9a8c\u4e0d\u80fd\u4e22\uff1b\u6846\u67b6\u6362\u4e86\uff0c\u79ef\u7d2f\u4e0d\u80fd\u5e9f\u3002<\/p>\n

Agent Runtime\u8ba9\u6280\u80fd\uff08Skill\uff09\u3001\u8bb0\u5fc6\uff08Memory\uff09\u3001\u534f\u4f5c\u5173\u7cfb\u8fd9\u4e09\u7c7b\u8d44\u4ea7<\/strong>\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u72ec\u7acb\u4e8e\u6846\u67b6\u5b58\u50a8<\/strong>\uff1a\u6280\u80fd\u4ee5\u5236\u54c1\u5f62\u5f0f\u5165\u5e93\uff0c\u7248\u672c\u7ba1\u7406\u3001\u6743\u9650\u53ef\u63a7\uff0c\u4efb\u610f\u5b9e\u4f8b\u53ef\u5f15\u7528\uff1b\u8bb0\u5fc6\u4ece\u672c\u5730\u540c\u6b65\u4e0a\u4e91\uff0c\u8de8\u5b9e\u4f8b\u5171\u4eab\uff0c\u65b0Agent\u80fd\u7ee7\u627f\u8001\u5458\u5de5\u7684\u79ef\u7d2f\uff1b\u534f\u4f5c\u5173\u7cfb\u901a\u8fc7 Gateway\u505a\u670d\u52a1\u53d1\u73b0\u548c\u8def\u7531\uff0c\u4e0d\u4f9d\u8d56\u6846\u67b6\u79c1\u6709\u534f\u8bae\u3002<\/p>\n

\u8001\u5f20\u79bb\u804c\u4e86\uff0c\u4ed6\u8c03\u6559\u597d\u7684\u5408\u540c\u5ba1\u6838\u6280\u80fd\u548c\u884c\u4e1a\u7ecf\u9a8c\u8fd8\u5728\uff0c\u65b0\u4eba\u5165\u804c\u76f4\u63a5\u7ee7\u627f\u3002\u77e5\u8bc6\u548c\u80fd\u529b\u8ddf\u7740\u4f01\u4e1a\u8d70\uff0c\u4e0d\u8ddf\u7740\u4e2a\u4eba\u6216\u67d0\u4e2a\u5f00\u6e90\u9879\u76ee\u8d70\u3002<\/p>\n

3\u3001\u7ec4\u7ec7\u63a5\u5f97\u4f4f\u7528\u5f97\u597d<\/strong><\/p>\n

\u6280\u672f\u80fd\u8dd1\u901a\u662f\u4e00\u56de\u4e8b\uff0c\u7ec4\u7ec7\u771f\u80fd\u7528\u8d77\u6765\u662f\u53e6\u4e00\u56de\u4e8b\u3002<\/p>\n

Agent Runtime\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u5168\u5c40\u7ba1\u63a7<\/strong>\u7684\u80fd\u529b\u3002\u5e73\u53f0\u56e2\u961f\u53ef\u4ee5\u628aAgent\u7684\u521d\u59cb\u5316\u811a\u672c\u3001\u955c\u50cf\u3001\u914d\u7f6e\u5c01\u88c5\u6210\u6a21\u677f\uff0c\u7edf\u4e00\u7ba1\u7406\u7248\u672c\u53d8\u66f4\uff1b\u901a\u8fc7\u7b56\u7565<\/a>\u63a7\u5236\u6240\u6709Agent\u7684\u5de5\u5177\u8c03\u7528\u3001\u6570\u636e\u8bbf\u95ee\u3001LLM\u8c03\u7528\u7b49\u884c\u4e3a\u8fb9\u754c\uff1b\u6309\u5b9e\u4f8b\u3001\u7528\u6237\u3001\u7ec4\u7ec7\u4e09\u5c42\u8bbe\u7f6eToken\u989d\u5ea6\uff0c\u6210\u672c\u4e00\u76ee\u4e86\u7136\u3002<\/p>\n

\u4f46\u8fd9\u53ea\u662f\u8d77\u70b9\uff0cAgent\u4e4b\u95f4\u600e\u4e48\u534f\u540c\u3001\u5de5\u4f5c\u6d41\u7a0b\u600e\u4e48\u6539\u3001\u8003\u6838\u548c\u9884\u7b97\u600e\u4e48\u8ddf\u4e0a\uff0c\u4e0d\u540c\u884c\u4e1a\u8fd8\u5728\u63a2\u7d22\u3002Runtime\u5148\u628a\u5e95\u5ea7\u642d\u597d\uff0c\u8ba9\u7ec4\u7ec7\u5148\u201c\u63a5\u5f97\u4f4f\u201d\uff0c\u540e\u7eed\u624d\u80fd\u201c\u7528\u5f97\u597d\u201d\u3002<\/p>\n

\u6709\u4e86\u8fd9\u4e09\u5927\u7279\u6027\uff0c\u4f01\u4e1a\u624d\u6562\u8ba9\u51e0\u4e07\u53ea\u201c\u9f99\u867e\u201d\u5b89\u5fc3\u4e0a\u5c97\u2014\u2014\u4e0d\u662f\u524a\u6389\u5b83\u4eec\u7684\u80fd\u529b\uff0c\u800c\u662f\u8ba9\u6bcf\u4e00\u6b65\u90fd\u8fd0\u884c\u5728\u53ef\u7ba1\u3001\u53ef\u63a7\u3001\u53ef\u7ee7\u627f\u7684\u5e95\u5ea7\u4e0a\u3002<\/p>\n

\u4e8c\u3001\u767e\u4e07\u7ea7\u541e\u5410\u3001\u5341\u4e07\u7ea7\u5e76\u53d1\uff0cMiniMax\u201c\u5c1d\u9c9c\u201d\u5b9e\u8bc1<\/strong><\/p>\n

\u817e\u8baf\u4e91Agent Runtime\u6c99\u7bb1\u4ea7\u54c1\u65e9\u5df2\u83b7\u5f97\u5916\u90e8\u5934\u90e8\u5382\u5546\u8ba4\u53ef\uff0c\u6bd4\u5982\u5df2\u7387\u5148\u5728MiniMax\u7b49\u77e5\u540d\u5927\u6a21\u578b\u5382\u5546\u7684\u6838\u5fc3\u8bad\u7ec3\u573a\u666f\u4e2d\u6210\u529f\u843d\u5730\u3002<\/p>\n

\u81ea2022\u5e74\u521d\u6210\u7acb\u8d77\uff0cMiniMax\u81ea\u7814\u4e86MiniMax M2.7\u3001Hailuo 2.3\u7b49\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u5e76\u63a8\u51faForge\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u63d0\u5347\u6a21\u578b\u590d\u6742\u4efb\u52a1\u80fd\u529b\u3002AGI\u53d1\u5c55\u5173\u952e\u671f\uff0cAgentic RL\u9700\u6d77\u91cf\u4ea4\u4e92\u8bd5\u9519\uff0c\u5bf9\u8ba1\u7b97\u8d44\u6e90<\/a>\u7684\u5b89\u5168\u6c99\u7bb1\u3001\u5f39\u6027\u8c03\u5ea6\u4e0e\u5e76\u53d1\u80fd\u529b\u63d0\u51fa\u6781\u9ad8\u8981\u6c42\u3002<\/p>\n

\u4e3a\u6b64\uff0cMiniMax\u4e0e\u817e\u8baf\u4e91\u6df1\u5ea6\u5408\u4f5c\uff0c\u57fa\u4e8e\u817e\u8baf\u4e91Agent Runtime\u6c99\u7bb1\u642d\u5efaAgent Infra\uff0c\u5b9e\u73b0\u5927\u89c4\u6a21\u4ea4\u4e92\u73af\u5883\u9ad8\u6548\u8c03\u5ea6\u4e0e\u5b89\u5168\u9694\u79bb\uff0c\u663e\u8457\u63d0\u5347Forge\u8bad\u7ec3\u6548\u7387\u4e0e\u7a33\u5b9a\u6027\u3002<\/p>\n

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

Forge: \u5927\u89c4\u6a21\u539f\u751fAgent RL\u7cfb\u7edf-MiniMax News<\/p>\n

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\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

Agentic RL\u5bf9Infra\u7684\u56db\u5927\u6838\u5fc3\u8bc9\u6c42<\/p>\n

\u4e4b\u6240\u4ee5\u88abMiniMax\u9009\u4e2d\uff0c\u817e\u8baf\u4e91Agent\u6c99\u7bb1\u5728\u6b64\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u7a81\u51fa\u7684\u4f18\u52bf\uff1a<\/p>\n

1\u3001\u6beb\u79d2\u7ea7\u542f\u52a8\uff1a<\/strong>80ms\u6781\u901f\u542f\u52a8\uff0cP99\u5ef6\u8fdf<\/p>\n

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

\u8d44\u6e90\u6c60\u5316\u4e0e\u5feb\u7167\u6062\u590d\uff1a80ms\u4ea4\u4ed8\u53ef\u7528\u6c99\u7bb1<\/p>\n

2\u3001\u767e\u4e07\u7ea7\u541e\u5410\u3001\u5341\u4e07\u7ea7\u5e76\u53d1\uff1a<\/strong>\u6bcf\u5206\u949f\u53ef\u5e76\u53d1\u521b\u5efa\u516d\u5341\u4e07\u6c99\u7bb1\u5b9e\u4f8b\uff0c\u6210\u529f\u7387\u9ad8\u8fbe99.99%\uff0c\u5b8c\u7f8e\u627f\u8f7dAgentic RL\u7684\u6d77\u91cf\u8bd5\u9519\u9700\u6c42\u3002\u4f9d\u6258\u817e\u8baf\u4e91\u767e\u4e07\u6838\u8d44\u6e90\u6c60\uff0c\u7cfb\u7edf\u53ef\u6bcf\u5206\u949f\u6269\u5bb9\u8d85\u5341\u4e07\u5b9e\u4f8b\uff0c\u4ece\u5bb9\u5e94\u5bf9\u9ad8\u5e76\u53d1\u6311\u6218\u3002<\/p>\n

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

\"\u62a4\u822aMiniMax\u3001\u9a6f\u670d\u5c0f\u9f99\u867e\uff0c\u817e\u8baf\u4e91\u7684AI<\/p>\n

\u817e\u8baf\u4e91Agent Runtime\u652f\u6301\u6bcf\u5206\u949f60W\u6c99\u7bb1\u521b\u5efa<\/p>\n

3\u3001\u590d\u6742\u73af\u5883\u6a21\u62df\uff1a<\/strong>\u652f\u6301\u4ee3\u7801\u3001\u6d4f\u89c8\u5668\u751a\u81f3OSWorld\u7b49\u5168\u573a\u666f\u6c99\u7bb1\uff0c\u4e3a\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u5ab2\u7f8e\u771f\u5b9e\u4e16\u754c\u7684\u201c\u7ec3\u5175\u573a\u201d\u3002\u65e0\u8bba\u662fBrowser Use Agent\u7684\u7f51\u9875\u64cd\u4f5c\uff0c\u8fd8\u662fComputer Use Agent\u7684\u684c\u9762\u529e\u516c\uff0c\u90fd\u80fd\u5728\u5b89\u5168\u9694\u79bb\u7684\u73af\u5883\u4e2d\u6a21\u62df\u3002<\/p>\n

4\u3001Agent First\u5de5\u5177\u94fe\uff1a<\/strong>\u63d0\u4f9b\u5bf9\u5916\u5f00\u6e90\u7684SDK\u3001API\u3001CLI\u3001Cookbook\uff0c\u517c\u5bb9E2B\u534f\u8bae\uff0c\u5e76\u6df1\u5ea6\u96c6\u6210\u4e3b\u6d41\u8bad\u7ec3\u6846\u67b6\uff0c\u8ba9MiniMax\u56e2\u961f\u80fd\u65e0\u7f1d\u5bf9\u63a5\u3002<\/p>\n

MiniMax Agent\u9996\u5e2d\u67b6\u6784\u5e08\u963f\u5c9b\u63d0\u5230\uff1a\u201c\u817e\u8baf\u4e91\u7684\u6c99\u7bb1\u4ea7\u54c1\uff0c\u4e00\u5f00\u59cb\u5c31\u662f\u9762\u5411\u6211\u4eec\u8fd9\u6837\u7684\u573a\u666f\u53bb\u8bbe\u8ba1\u7684\u3002\u201d<\/p>\n

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MiniMax\u7684\u6848\u4f8b\u8bc1\u660e\uff0c\u817e\u8baf\u4e91Agent Runtime\u4e00\u65b9\u9762\u662f\u652f\u6301Agent\u8fd0\u884c\u7684\u201c\u6570\u5b57\u603b\u90e8\u201d\uff0c\u66f4\u6df1\u5c42\u6b21\uff0c\u5176\u662f\u652f\u6301\u6700\u524d\u6cbfAI\u6280\u672f\u8bad\u7ec3\u7684\u751f\u4ea7\u7ea7\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<\/p>\n

\u56db\u7c7b\u6c99\u7bb1×\u591a\u79cd\u4ea4\u4e92\u65b9\u5f0f\uff0c\u8986\u76d6\u4e3b\u6d41Agentic RL\u573a\u666f<\/p>\n

\u65e0\u8bba\u662f\u4f01\u4e1a\u91cc\u6210\u5343\u4e0a\u4e07\u53eaOpenClaw\u7684\u65e5\u5e38\u4e0a\u5c97\uff0c\u8fd8\u662fAgentic RL\u573a\u666f\u4e0b\u767e\u4e07\u7ea7\u541e\u5410\u3001\u5341\u4e07\u7ea7\u5e76\u53d1\u7684\u6781\u9650\u8bad\u7ec3\uff0c\u5176\u5b9e\u90fd\u5728\u9a8c\u8bc1\u540c\u4e00\u4ef6\u4e8b\uff0cAgent\u65f6\u4ee3\u9700\u8981\u4e00\u79cd\u4e0d\u540c\u4e8e\u4f20\u7edf\u4e91\u8ba1\u7b97\u7684\u65b0\u578b\u8fd0\u884c\u5e95\u5ea7\u3002<\/p>\n

\u7ed3\u8bed\uff1aAI Agent\u52a0\u901f\u666e\u53ca\uff0c\u53ef\u63a7\u3001\u53ef\u7528\u662f\u5173\u952e<\/strong><\/p>\n

OpenClaw\u7684\u7206\u706b\uff0c\u8bc1\u660e\u4e86AI Agent\u7684\u751f\u4ea7\u529b\u4ef7\u503c\uff0c\u4e5f\u63d0\u9192\u6211\u4eec\u5b89\u5168\u53ef\u63a7\u7684\u91cd\u8981\u6027\u3002\u8ba9\u6bcf\u4e00\u53ea\u9f99\u867e\u90fd\u5728\u201c\u8dd1\u5f97\u7a33\u3001\u7ba1\u5f97\u4f4f\u3001\u770b\u5f97\u6e05\u3001\u517b\u5f97\u8d77\u201d\u7684\u89c4\u77e9\u4e0b\u5b89\u5168\u8fd0\u884c\uff0c\u4f01\u4e1a\u624d\u80fd\u771f\u6b63\u4ece\u201c\u8bd5\u7528AI\u201d\u8d70\u5411\u201c\u4e0eAI\u534f\u540c\u5de5\u4f5c\u201d\u3002<\/p>\n

\u4ece\u62a4\u822aMiniMax\u6a21\u578b\u8bad\u7ec3\uff0c\u5230\u7ed9OpenClaw\u9f99\u867e\u4e0a\u89c4\u77e9\uff0c\u817e\u8baf\u4e91\u6b63\u4ee5\u624e\u5b9e\u7684\u5e95\u5c42\u80fd\u529b\uff0c\u4e3a\u667a\u80fd\u4f53\u65f6\u4ee3\u94fa\u5c31\u5b89\u5168\u53ef\u63a7\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u5f53\u6bcf\u4e00\u53eaAI\u9f99\u867e\u90fd\u80fd\u5728\u201c\u9632\u7206\u7bb1\u201d\u4e2d\u5b89\u5fc3\u5de5\u4f5c\uff0c\u4f01\u4e1a\u5927\u89c4\u6a21\u62e5\u62b1AI\u7684\u7206\u53d1\u65f6\u523b\uff0c\u624d\u771f\u6b63\u5230\u6765\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

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