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\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u4f5c\u8005 | \u6c5f\u5b87<\/strong><\/p>\n

\u7f16\u8f91 | \u5fc3\u7f18<\/strong><\/p>\n

\u767e\u5ea6<\/a>\u653e\u5927\u62db\uff0cAgent\u6210\u4e3b\u89d2\uff01<\/p>\n

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\u56f4\u7ed5\u667a\u80fd\u4f53\u3001Token\u548c\u8f6f\u4ef6\u884c\u4e1a\uff0c\u767e\u5ea6\u521b\u59cb\u4eba\u674e\u5f66\u5b8f\u4e5f\u5728\u73b0\u573a\u629b\u51fa\u591a\u9879\u5173\u952e\u5224\u65ad\u3002<\/p>\n

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\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

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\u540c\u65f6\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5ba3\u5e03\u5168\u9762\u5347\u7ea7Agent\u57fa\u7840\u8bbe\u65bd\uff0c\u5c06MaaS\u6a21\u578b\u670d\u52a1\u5347\u7ea7\u4e3aToken Factory<\/strong>\uff08\u8bcd\u5143\u5de5\u5382\uff09\uff0c\u5e76\u53d1\u5e03Harness Engineering\uff08\u9a7e\u9a6d\u5de5\u7a0b\uff09\u3002<\/p>\n

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\u5728\u8c08\u5230\u4ee3\u7801\u667a\u80fd\u4f53\u65f6\uff0c\u674e\u5f66\u5b8f\u63d0\u51fa\uff0c\u4ee3\u7801\u80fd\u529b\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u4f46\u4ee3\u7801\u672c\u8eab\u6b63\u5728\u53d8\u5f97\u8d8a\u6765\u8d8a\u4fbf\u5b9c\u3002\u4ed6\u63d0\u5230\uff0c\u751a\u81f3\u6709\u89c2\u70b9\u8ba4\u4e3a\u4ee3\u7801\u4f1a\u662f\u514d\u8d39\u7684\uff0c\u800c\u8fd9\u9996\u5148\u51b2\u51fb\u7684\u5c31\u662f\u8f6f\u4ef6\u884c\u4e1a<\/strong>\u3002<\/p>\n

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\u674e\u5f66\u5b8f\u79f0\uff0c\u5f53\u4eba\u4eba\u90fd\u53ef\u4ee5\u968f\u65f6\u968f\u5730\u751f\u6210\u8f6f\u4ef6\uff0c\u5e76\u4e14\u7528\u5b8c\u5373\u8d70\uff0c\u8f6f\u4ef6\u884c\u4e1a\u4f1a\u88ab\u91cd\u65b0\u5b9a\u4e49\u3002\u4ed6\u8ba4\u4e3a\uff0c\u8fd9\u5e76\u4e0d\u662f\u8f6f\u4ef6\u884c\u4e1a\u7684\u574f\u6d88\u606f\uff0c\u800c\u53ef\u80fd\u5e26\u6765\u4e00\u4e2a\u66f4\u5927\u7684\u5e02\u573a\u3002<\/strong><\/p>\n

\u5927\u4f1a\u73b0\u573a\uff0c\u767e\u5ea6\u6b63\u5f0f\u53d1\u5e03\u79d2\u54d23.0\uff0c\u65b0\u589eApp\u751f\u6210\u80fd\u529b<\/strong>\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u5373\u53ef\u751f\u6210iOS\u548cAndroid\u5e94\u7528\uff0c\u652f\u6301Android\u6253\u5305\u3001\u5728\u7ebf\u8c03\u8bd5\u548c\u70ed\u66f4\u65b0\u3002<\/p>\n

\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u767e\u5ea6\u4e0a\u7ebf\u4e86\u72ec\u7acb\u7684\u79d2\u54d2App<\/strong>\uff0c\u8986\u76d6iOS\u548cAndroid\u53cc\u7aef\u3002\u7528\u6237\u53ef\u4ee5\u5728\u79fb\u52a8\u7aef\u901a\u8fc7\u8bed\u97f3\u6216\u6587\u5b57\u63cf\u8ff0\u9700\u6c42\uff0c\u5b8c\u6210\u5e94\u7528\u751f\u6210\u3001\u5f00\u53d1\u3001\u8c03\u8bd5\u548c\u53d1\u5e03\u6d41\u7a0b\u3002<\/p>\n

\u9762\u5411\u4f01\u4e1a\u4f7f\u7528\uff0c\u767e\u5ea6\u53d1\u5e03\u79d2\u54d23.0\u7684\u4f01\u4e1a\u7248\u672c<\/strong>\uff0c\u63d0\u4f9b\u4f01\u4e1a\u3001\u56e2\u961f\u3001\u6210\u5458\u4e09\u7ea7\u6743\u9650\u4e0e\u8d44\u6e90<\/a>\u7ba1\u63a7\uff0c\u652f\u6301\u591a\u56e2\u961f\u7ba1\u7406\u3001\u8d44\u6e90\u914d\u989d\u548c\u6570\u636e\u9694\u79bb\u3002\u5e94\u7528\u534f\u4f5c\u53ef\u4ee5\u6309\u521b\u5efa\u4eba\u3001\u7ba1\u7406\u5458\u3001\u56e2\u961f\u6307\u5b9a\u6210\u5458\u6216\u5168\u56e2\u961f\u5f00\u653e\u3002<\/p>\n

\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u6570\u636e\u5e93\u6d4b\u8bd5\u4e0e\u751f\u4ea7\u73af\u5883\u9694\u79bb\u80fd\u529b\u76ee\u524d\u5904\u4e8e\u9080\u6d4bBeta\u9636\u6bb5\u3002<\/p>\n

\u6b64\u5916\uff0c\u79d2\u54d2\u8fd8\u6269\u5c55\u4e86Agent\u80fd\u529b<\/strong>\uff0c\u96c6\u6210\u4fe1\u606f\u8c03\u7814\u3001\u6df1\u5ea6\u8ba8\u8bba\u3001\u6570\u636e\u5206\u6790\u3001\u6587\u6863\u751f\u6210\u3001PPT\u5236\u4f5c\u7b49Skill\uff0c\u5e76\u652f\u6301\u7528\u6237\u63a5\u5165\u81ea\u5b9a\u4e49Skill\u3002<\/p>\n

\u4e09\u3001\u6570\u5b57\u4eba\u662f\u201c\u770b\u5f97\u89c1\u7684\u667a\u80fd\u4f53\u201d\uff0c\u767e\u5ea6\u4e00\u955c\u76ef\u4e0a\u957f\u89c6\u9891\u4e0e\u5b9e\u65f6\u4e92\u52a8<\/strong><\/p>\n

\u9664\u4e86\u901a\u7528\u667a\u80fd\u4f53\u548c\u4ee3\u7801\u667a\u80fd\u4f53\uff0c\u674e\u5f66\u5b8f\u5c06\u6570\u5b57\u4eba\u653e\u8fdb\u4e86\u667a\u80fd\u4f53\u6846\u67b6\u4e2d\u3002\u4ed6\u63d0\u51fa\uff0c\u6570\u5b57\u4eba\u662fAI\u65f6\u4ee3\u7684\u901a\u7528\u4ea4\u4e92\u754c\u9762\u3002\u8fdb\u5165\u667a\u80fd\u4f53\u65f6\u4ee3\u540e\uff0c\u6570\u5b57\u4eba\u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\u201c\u770b\u5f97\u89c1\u7684\u667a\u80fd\u4f53\u201d\u3002<\/strong><\/p>\n

\u57fa\u4e8e\u8fd9\u4e00\u5224\u65ad\uff0c\u767e\u5ea6\u5c06\u6167\u64ad\u661f\u5347\u7ea7\u4e3a\u767e\u5ea6\u4e00\u955c<\/strong>\u3002\u6167\u64ad\u661f\u539f\u672c\u4e3b\u8981\u5e94\u7528\u4e8e\u76f4\u64ad\u5e26\u8d27\u573a\u666f\uff0c\u800c\u767e\u5ea6\u4e00\u955c\u5219\u88ab\u5b9a\u4f4d\u4e3a\u5168\u573a\u666f\u6570\u5b57\u4eba\u5e73\u53f0\uff0c\u8986\u76d6\u76f4\u64ad\u3001\u89c6\u9891\u3001\u5b9e\u65f6\u4e92\u52a8\u7b49\u591a\u79cd\u5f62\u6001\u3002<\/p>\n

\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u674e\u5f66\u5b8f\u4e5f\u5c06\u767e\u5ea6\u4e00\u955c\u548c\u4e00\u822c\u89c6\u9891\u751f\u6210\u6a21\u578b\u505a\u4e86\u533a\u5206\u3002\u4ed6\u8bf4\uff0c\u4e00\u822c\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u901a\u5e38\u53ea\u80fd\u751f\u621010\u523015\u79d2\u5185\u5bb9\uff0c\u800c\u4e00\u955c\u53ef\u4ee5\u751f\u6210\u51e0\u5206\u949f\u751a\u81f3\u51e0\u5c0f\u65f6<\/strong>\u7684\u5185\u5bb9\uff0c\u5e76\u4e14\u5177\u5907\u8f83\u5f3a\u4e92\u52a8\u6027<\/strong>\u3002<\/p>\n

\u4ed6\u4e3e\u4e86\u51e0\u4e2a\u5178\u578b\u573a\u666f\uff1a\u5341\u4e07\u7c89\u4e1d\u535a\u4e3b<\/strong>\u5982\u679c\u9700\u8981\u6bcf\u5929\u53d1\u89c6\u9891\u4f46\u6ca1\u6709\u7cbe\u529b\u62cd\u6444\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e00\u955c\uff1b\u8de8\u5883\u7535\u5546<\/a>\u5356\u5bb6<\/strong>\u5982\u679c\u9700\u8981\u752812\u79cd\u8bed\u8a00\u53d1\u5e03\u4ea7\u54c1\u89c6\u9891\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4e00\u955c\uff1b\u5e02\u573a\u8425\u9500\u4eba\u5458<\/strong>\u5982\u679c\u8981\u4e3a\u65b0\u54c1\u5236\u4f5c\u89c6\u9891\u5185\u5bb9\uff0c\u540c\u6837\u53ef\u4ee5\u4f7f\u7528\u4e00\u955c\u3002<\/p>\n

\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u767e\u5ea6\u4e00\u955c\u6d77\u5916\u7248<\/strong>\u4e5f\u540c\u6b65\u63a8\u51fa\uff0c\u8fd9\u4e00\u7248\u672c\u9762\u5411\u4e2d\u56fd\u4f01\u4e1a\u51fa\u6d77\u548c\u5168\u7403\u521b\u4f5c\u8005\uff0c\u4e3b\u8981\u7528\u4e8e\u591a\u8bed\u8a00\u5185\u5bb9\u751f\u4ea7\u3001\u8de8\u5883\u8425\u9500\u548c\u6570\u5b57\u4eba\u4e92\u52a8\u7b49\u573a\u666f\u3002<\/p>\n

\u56db\u3001\u4f10\u8c0b2.0\u8fdb\u5316\uff1a\u4e0d\u53ea\u662f\u201cAI\u52a9\u624b\u201d\uff0c\u800c\u662f\u4ea7\u4e1a\u51b3\u7b56Agent<\/strong><\/p>\n

\u9762\u5411\u4f01\u4e1a\u573a\u666f\u4e2d\uff0c\u767e\u5ea6\u91cd\u70b9\u53d1\u5e03\u4e86\u81ea\u6211\u6f14\u5316\u51b3\u7b56\u667a\u80fd\u4f53\u4f10\u8c0b<\/strong>\u3002\u4e0eDuMate\u3001\u79d2\u54d2\u66f4\u591a\u9762\u5411\u901a\u7528\u4efb\u52a1\u548c\u5e94\u7528\u521b\u5efa\u4e0d\u540c\uff0c\u4f10\u8c0b\u9762\u5411\u7684\u662f\u4ea7\u4e1a\u51b3\u7b56\u4f18\u5316<\/strong>\u3002<\/p>\n

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\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u4f10\u8c0b2.0\u53ef\u4ee5\u8ba9\u4e1a\u52a1\u7528\u6237\u901a\u8fc7\u5bf9\u8bdd\u548c\u6570\u636e\u4e0a\u4f20\uff0c\u6301\u7eed\u63a8\u6f14\u66f4\u4f18\u51b3\u7b56\u3002\u4e1a\u52a1\u4eba\u5458\u4e0d\u9700\u8981\u7406\u89e3\u6a21\u578b\u3001\u7b97\u6cd5\u6216\u8fd0\u7b79\u5b66\uff0c\u53ea\u9700\u8981\u61c2\u73b0\u573a\u3001\u61c2\u751f\u4ea7\u3001\u61c2\u4e1a\u52a1\u7ea6\u675f\u3002<\/p>\n

\u9664\u6b64\u4ee5\u5916\uff0c\u4f10\u8c0b2.0\u8fd8\u5f3a\u5316\u4e86\u8de8\u5b66\u79d1\u77e5\u8bc6\u878d\u5408\u5efa\u6a21\u80fd\u529b<\/strong>\uff0c\u5c1d\u8bd5\u5728\u79d1\u5b66\u8ba1\u7b97\u6a21\u578b\u57fa\u7840\u4e0a\u7406\u89e3\u6750\u6599\u3001\u5316\u5de5\u3001\u751f\u7269\u7b49\u539f\u7406\u3002<\/p>\n

\u4f10\u8c0bAgent 2.0\u5df2\u767b\u9876\u673a\u5668\u5b66\u4e60<\/a>\u57fa\u51c6MLE-Bench\uff0c\u572815\u9053\u6700\u96be\u9898\u76ee\u4e2d\u62ff\u4e0b9\u9879\u7b2c\u4e00\uff0c\u8d85\u8fc7\u642d\u8f7dClaude-Opus-4.6\u7b49\u4e3b\u6d41\u5927\u6a21\u578b\u7684\u540c\u7c7b\u667a\u80fd\u4f53\u3002<\/p>\n

\u4e94\u3001\u667a\u80fd\u4f53\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u7b97\u529b\u4f18\u5316\u53d8\u6210\u53e6\u4e00\u573a\u7ade\u4e89<\/strong><\/p>\n

\u767e\u5ea6\u96c6\u56e2\u6267\u884c\u526f\u603b\u88c1\u3001\u767e\u5ea6\u667a\u80fd\u4e91\u4e8b\u4e1a\u7fa4\u603b\u88c1\u6c88\u6296\u968f\u540e\u4ece\u667a\u80fd\u4f53\u57fa\u7840\u8bbe\u65bd\u548c\u7b97\u529b\u4f18\u5316\u89d2\u5ea6\u5c55\u5f00\u3002\u5728\u6c88\u6296\u770b\u6765\uff0cAI\u4e0b\u534a\u573a\u7684\u7ade\u4e89\uff0c\u4e0d\u662f\u6bd4\u8c01\u6d88\u8017\u66f4\u591aToken\uff0c\u800c\u662f\u6bd4\u8c01\u80fd\u628a\u6bcf\u4e00\u4e2aToken\u7528\u5f97\u66f4\u597d\u3002<\/strong><\/p>\n

\u56f4\u7ed5\u8fd9\u4e00\u5224\u65ad\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5ba3\u5e03\u5168\u9762\u5347\u7ea7Agent\u57fa\u7840\u8bbe\u65bd\uff0c\u5c06MaaS\u6a21\u578b\u670d\u52a1\u5347\u7ea7\u4e3aToken Factory\uff08\u8bcd\u5143\u5de5\u5382\uff09\uff0c\u5e76\u53d1\u5e03Harness Engineering\uff08\u9a7e\u9a6d\u5de5\u7a0b\uff09\u3002<\/p>\n

\"\u674e\u5f66\u5b8f\uff1a\u522b\u76ef\u7740token\u4e86\uff0cAI\u65f6\u4ee3\u8981\u770b\u65e5\u6d3b\u667a\u80fd\u4f53\u6570\"<\/p>\n

\u5176\u4e2d\uff0cToken Factory\u4e3b\u8981\u89e3\u51b3Token\u6d88\u8017\u548c\u63a8\u7406\u6548\u7387\u95ee\u9898<\/strong>\u3002\u767e\u5ea6\u79f0\uff0c\u5176\u57fa\u4e8eAgent-first<\/strong>\u7406\u5ff5\u51cf\u5c11Token\u91cd\u590d\u8ba1\u7b97\uff0c\u63a8\u7406\u901f\u5ea6\u8f83\u5e02\u573a\u5e73\u5747\u6c34\u5e73\u63d0\u5347\u7ea625%<\/strong>\u3002Harness Engineering\u5219\u66f4\u504f\u5411\u667a\u80fd\u4f53\u534f\u540c\u548c\u4efb\u52a1\u6267\u884c<\/strong>\uff0c\u96c6\u6210\u957f\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u6301\u4e45\u8bb0\u5fc6\u3001\u5de5\u5177\u8c03\u7528\u3001\u5b50\u667a\u80fd\u4f53\u8c03\u5ea6\u7b49\u80fd\u529b\u3002<\/p>\n

\u5728\u6d4f\u89c8\u5668\u3001Office\u7b49\u529e\u516c\u573a\u666f\u4e2d\uff0c\u5176\u76f8\u5173\u65b9\u6848\u4efb\u52a1\u6210\u529f\u7387\u8fbe\u523095%<\/strong>\uff1b\u76f8\u6bd4\u540c\u7c7b\u4ea7\u54c1\uff0cToken\u6d88\u8017\u6700\u9ad8\u53ef\u964d\u4f4e23%<\/strong>\u3002<\/p>\n

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