{"id":138,"date":"2025-04-05T17:22:00","date_gmt":"2025-04-05T09:22:00","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/?p=138"},"modified":"2026-04-24T02:10:15","modified_gmt":"2026-04-23T18:10:15","slug":"%e5%9b%bd%e4%ba%a7%e5%85%8d%e8%b4%b9deepresearch%ef%bc%9a%e6%99%ba%e8%b0%b1%e3%80%8cautoglm-%e6%b2%89%e6%80%9d%e3%80%8d%e5%88%b0%e5%ba%95%e6%80%8e%e4%b9%88%e6%a0%b7%ef%bc%9f%e7%94%a8ai%e6%b7%b1","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/index.php\/2025\/04\/05\/%e5%9b%bd%e4%ba%a7%e5%85%8d%e8%b4%b9deepresearch%ef%bc%9a%e6%99%ba%e8%b0%b1%e3%80%8cautoglm-%e6%b2%89%e6%80%9d%e3%80%8d%e5%88%b0%e5%ba%95%e6%80%8e%e4%b9%88%e6%a0%b7%ef%bc%9f%e7%94%a8ai%e6%b7%b1\/","title":{"rendered":"\u56fd\u4ea7\u514d\u8d39DeepResearch\uff1a\u667a\u8c31\u300cAutoGLM \u6c89\u601d\u300d\u5230\u5e95\u600e\u4e48\u6837\uff1f\u7528AI\u6df1\u5ea6\u8c03\u7814\u77e5\u4e4e14\u5e74\u5546\u4e1a\u53d1\u5c55\u5386\u7a0b\u540e\u6211\u53d1\u73b0\u2026"},"content":{"rendered":"<h2 id=\"topic-72ea519d94\">\u5148\u8bf4\u7ed3\u8bba<\/h2>\n<p>AutoGLM 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id=\"topic-8dde070db9\">\u8c03\u7814\u4efb\u52a1\uff1a\u300c\u77e5\u4e4e\u300d\u5546\u4e1a\u5206\u6790<\/h2>\n<p>\u521a\u597d\u6700\u8fd1\u77e5\u4e4e\u53d1\u5e03\u4e862024\u5e74\u7b2c\u56db\u5b63\u5ea6\u8d22\u62a5\uff0c\u9996\u6b21\u5b9e\u73b0\u4e86\u5355\u5b63\u5ea6\u5168\u9762\u76c8\u5229\u3002 \u6211\u4eec\u5c31\u4ee5\u300c\u77e5\u4e4e\u300d\u8fd9\u5bb6\u516c\u53f814\u5e74\u6765\u7684\u5546\u4e1a\u53d1\u5c55\u5386\u7a0b\u5206\u6790\uff0c\u4f5c\u4e3a\u8c03\u7814\u4efb\u52a1\u7684\u4e3b\u9898\u3002<\/p>\n<h3>Prompt<\/h3>\n<pre><code>\u8bf7\u4ee5\u4e13\u4e1a\u5546\u4e1a\u5206\u6790\u5e08\u7684\u8eab\u4efd\uff0c\u5bf9\u77e5\u4e4e\u516c\u53f8\u81ea\u6210\u7acb\u81f3\u4eca\uff08\u7ea614\u5e74\u95f4\uff09\u7684\u53d1\u5c55\u5386\u7a0b\u8fdb\u884c\u5168\u9762\u8c03\u7814\u5206\u6790\u3002\u8bf7\u5c06\u5206\u6790\u5206\u4e3a\u4e0a\u5e02\u524d\u548c\u4e0a\u5e02\u540e\u4e24\u4e2a\u4e3b\u8981\u9636\u6bb5\uff0c\u8be6\u7ec6\u8bf4\u660e\u4ee5\u4e0b\u5185\u5bb9\uff1a## \u57fa\u7840\u4fe1\u606f- \u77e5\u4e4e\u6210\u7acb\u65f6\u95f4\u3001\u521b\u59cb\u4eba\u53ca\u521d\u59cb\u5b9a\u4f4d- \u516c\u53f8IPO\u65f6\u95f4\u3001\u4f30\u503c\u53ca\u4e0a\u5e02\u5730\u70b9## \u4e0a\u5e02\u524d\u53d1\u5c55\uff08\u6309\u5e74\u4efd\uff09- \u6bcf\u5e74\u4e3b\u8981\u4e1a\u52a1\u91cd\u70b9\u53ca\u6a21\u5f0f\u8f6c\u53d8- \u5173\u952e\u4ea7\u54c1\u8fed\u4ee3\u53ca\u529f\u80fd\u4e0a\u7ebf- \u91cd\u8981\u878d\u8d44\u4e8b\u4ef6\u53ca\u6295\u8d44\u65b9- \u7528\u6237\u89c4\u6a21\u53d8\u5316\u53ca\u5173\u952e\u589e\u957f\u8282\u70b9- \u5546\u4e1a\u5316\u7b56\u7565\u6f14\u8fdb## \u4e0a\u5e02\u540e\u53d1\u5c55\uff08\u6309\u5e74\u4efd\u6216\u5b63\u5ea6\uff09- \u5b63\u5ea6\/\u5e74\u5ea6\u8d22\u52a1\u72b6\u51b5\uff08\u8425\u6536\u3001\u5229\u6da6\/\u4e8f\u635f\u3001\u73b0\u91d1\u6d41\uff09- \u4e3b\u8981\u6536\u5165\u6765\u6e90\u53ca\u5360\u6bd4\u53d8\u5316- \u4e1a\u52a1\u91cd\u5fc3\u8c03\u6574\u53ca\u6218\u7565\u8f6c\u578b- \u5e02\u503c\u53d8\u5316\u53ca\u6295\u8d44\u8005\u53cd\u5e94- \u91cd\u5927\u4eba\u4e8b\u53d8\u52a8\uff08\u5305\u62ec\u88c1\u5458\u4e8b\u4ef6\uff09## \u5bf9\u5916\u6295\u8d44\u4e0e\u5e76\u8d2d\u6d3b\u52a8- \u5217\u51fa\u77e5\u4e4e\u5386\u5e74\u6765\u7684\u4e3b\u8981\u5bf9\u5916\u6295\u8d44\u9879\u76ee\u4e0e\u91d1\u989d- \u5206\u6790\u77e5\u4e4e\u7684\u6295\u8d44\u6218\u7565\u53ca\u903b\u8f91\u6f14\u53d8- \u6295\u8d44\u9886\u57df\u5206\u5e03\u53ca\u4e0e\u6838\u5fc3\u4e1a\u52a1\u7684\u534f\u540c\u6027- \u4e3b\u8981\u6536\u8d2d\u6848\u4f8b\u5206\u6790\u53ca\u6574\u5408\u6548\u679c- \u8bc4\u4f30\u6295\u8d44\u6d3b\u52a8\u5bf9\u77e5\u4e4e\u6574\u4f53\u4e1a\u52a1\u7684\u5f71\u54cd## \u5173\u952e\u8f6c\u6298\u70b9\u5206\u6790- \u5217\u51fa\u77e5\u4e4e\u5386\u53f2\u4e0a5-7\u4e2a\u6700\u91cd\u8981\u7684\u6218\u7565\u8f6c\u6298\u70b9- \u5206\u6790\u6bcf\u6b21\u8f6c\u6298\u7684\u80cc\u666f\u3001\u51b3\u7b56\u539f\u56e0\u53ca\u7ed3\u679c- \u8bc4\u4f30\u8f6c\u6298\u5bf9\u516c\u53f8\u957f\u671f\u53d1\u5c55\u7684\u5f71\u54cd## \u6838\u5fc3\u7ade\u4e89\u529b\u53d8\u5316- \u5206\u6790\u77e5\u4e4e\u6838\u5fc3\u7ade\u4e89\u529b\u5982\u4f55\u968f\u65f6\u95f4\u6f14\u53d8- \u4e0e\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u7684\u5dee\u5f02\u5316\u7b56\u7565\u6bd4\u8f83\u8bf7\u786e\u4fdd\u5206\u6790\u5ba2\u89c2\u3001\u6570\u636e\u51c6\u786e\uff0c\u5f15\u7528\u53ef\u9760\u6765\u6e90\u3002\u5982\u6709\u6761\u4ef6\uff0c\u53ef\u6dfb\u52a0\u5173\u952e\u8d22\u52a1\u6307\u6807\u56fe\u8868\u4ee5\u589e\u5f3a\u5206\u6790\u7684\u76f4\u89c2\u6027\u3002\u6700\u7ec8\u5206\u6790\u5e94\u5448\u73b0\u77e5\u4e4e\u516c\u53f814\u5e74\u95f4\u7684\u5b8c\u6574\u5546\u4e1a\u53d1\u5c55\u8109\u7edc\uff0c\u7279\u522b\u5173\u6ce8\u5176\u5546\u4e1a\u6a21\u5f0f\u6f14\u53d8\u53ca\u76c8\u5229\u80fd\u529b\u53d8\u5316\u3002<\/code><\/pre>\n<h2 id=\"topic-4932c25e24\">OpenAI\u7684\u8c03\u7814\u7ed3\u679c<\/h2>\n<p>#### \u57fa\u7840\u4fe1\u606f<\/p>\n<p>\u77e5\u4e4e\u6210\u7acb\u4e8e2010\u5e74\uff0c\u7531\u524d\u300a\u5357\u90fd\u5468\u520a\u300b\u8bb0\u8005\u5468\u6e90\u7b49\u8054\u5408\u521b\u7acb\u3002\u7f51\u7ad9\u540d\u79f0\u53d6\u610f\u201c\u4f60\u77e5\u9053\u5417\uff1f\u201d\uff0c\u521d\u671f\u5b9a\u4f4d\u4e3a\u9ad8\u7aef\u95ee\u7b54\u793e\u533a\uff0c\u91c7\u7528\u9080\u8bf7\u5236\u6ce8\u518c\uff0c\u805a\u96c6\u4e92\u8054\u7f51\u3001\u6295\u8d44\u3001\u5b66\u672f\u7b49\u9886\u57df\u7684\u4e13\u5bb6\u5206\u4eab\u4e13\u4e1a\u77e5\u8bc6\u30022011\u5e741\u6708\u6b63\u5f0f\u4e0a\u7ebf\u540e\uff0c\u674e\u5f00\u590d\u7684\u521b\u65b0\u5de5\u573a\u7b49\u7ed9\u4e88\u5929\u4f7f\u6295\u8d44\uff0c\u77e5\u4e4e\u4ee5\u201c\u5c0f\u5708\u5b50\u9ad8\u8d28\u91cf\u5185\u5bb9\u201d\u8d77\u6b65\u3002\u5728\u521b\u7acb\u4e4b\u521d\u7684\u4e24\u5e74\u91cc\uff0c\u77e5\u4e4e\u575a\u6301\u9080\u8bf7\u5236\u8fd0\u8425\uff0c\u4ec5\u6709200\u4f4d\u79cd\u5b50\u7528\u6237\uff08\u5305\u62ec\u674e\u5f00\u590d\u3001\u738b\u5174\u7b49\u4e1a\u5185\u77e5\u540d\u4eba\u58eb\uff09\uff0c\u4e3a\u793e\u533a\u5960\u5b9a\u4e86\u4f18\u8d28\u8ba8\u8bba\u6c1b\u56f4\u3002<\/p>\n<p>\u5341\u5e74\u540e\uff0c\u77e5\u4e4e\u8e0f\u4e0a\u8d44\u672c\u5e02\u573a\u30022021\u5e743\u670826\u65e5\uff0c\u77e5\u4e4e\u5728\u7ebd\u7ea6\u8bc1\u5238\u4ea4\u6613\u6240\u6302\u724c\u4e0a\u5e02\uff0c\u80a1\u7968\u4ee3\u7801\u300cZH\u300d\uff0c\u53d1\u884c\u4ef7\u6bcf\u80a1ADS 9.5\u7f8e\u5143\uff0c\u52df\u8d44\u7ea65.22\u4ebf\u7f8e\u5143\u3002IPO\u65f6\u77e5\u4e4e\u4f30\u503c\u7ea6\u4e3a53\u4ebf\u7f8e\u5143\u3002\u4e0a\u5e02\u4e00\u5e74\u540e\uff0c\u77e5\u4e4e\u4e8e2022\u5e744\u670822\u65e5\u5728\u9999\u6e2f\u8054\u4ea4\u6240\u4e3b\u677f\u53cc\u91cd\u4e3b\u8981\u4e0a\u5e02\uff08\u80a1\u7968\u4ee3\u7801\uff1a2390\uff09\uff0c\u53d1\u884c\u4ef7\u4e0a\u965051.8\u6e2f\u5143\uff0c\u65e9\u671f\u6295\u8d44\u4eba\u5982\u521b\u65b0\u5de5\u573a\u3001\u542f\u660e\u521b\u6295\u7b49\u51fa\u552e\u8001\u80a1\u5957\u73b0\u3002\u9700\u8981\u6307\u51fa\uff0c\u77e5\u4e4e\u5728\u7f8e\u80a1\u548c\u6e2f\u80a1\u5747\u4fdd\u6301\u4e0a\u5e02\u5730\u4f4d\uff0c\u5e76\u672a\u9000\u5e02\u6216\u8f6c\u677f\u3002\u5728\u4e0a\u5e02\u4e4b\u9645\uff0c\u77e5\u4e4e\u7d2f\u8ba1\u6ce8\u518c\u7528\u6237\u5df2\u7a81\u78342\u4ebf\uff0c\u4eba\u4eec\u5c06\u5176\u89c6\u4f5c\u201c\u4e2d\u56fd\u6700\u5927\u7684\u5728\u7ebf\u95ee\u7b54\u793e\u533a\u201d\u3002<\/p>\n<p>#### \u4e0a\u5e02\u524d\u53d1\u5c55\uff082010\u20132020\uff09<\/p>\n<p>\u77e5\u4e4e\u81ea\u6210\u7acb\u81f3IPO\u524d\u7ecf\u5386\u4e86\u793e\u533a\u51b7\u542f\u52a8\u3001\u7528\u6237\u7206\u53d1\u589e\u957f\u3001\u5546\u4e1a\u5316\u6478\u7d22\u7b49\u9636\u6bb5\uff0c\u6bcf\u5e74\u90fd\u6709\u91cd\u8981\u7684\u4e1a\u52a1\u8fdb\u5c55\u548c\u7b56\u7565\u53d8\u5316\u3002<\/p>\n<ul>\n<li>\u2022 2010\u5e74 \u2013 \u5468\u6e90\u5f00\u59cb\u7b79\u5907\u77e5\u4e4e\u9879\u76ee\u30028\u6708\uff0c\u53d7\u5230\u95ee\u7b54\u7f51\u7ad9Quora\u542f\u53d1\uff0c\u5468\u6e90\u4e0e\u5f20\u4eae\u7b49\u4f19\u4f34\u5728\u5317\u4eac\u521b\u7acb\u77e5\u4e4e\u3002\u540c\u5e7412\u6708\uff0c\u77e5\u4e4e\u4ea7\u54c1\u8fdb\u5165\u5c0f\u8303\u56f4\u5185\u6d4b\u3002\u521b\u59cb\u56e2\u961f\u4ec5\u5341\u4f59\u4eba\uff0c\u5305\u62ecCEO\u5468\u6e90\u3001CTO\u674e\u7533\u7533\u3001COO\u9ec4\u7ee7\u65b0\u7b49\u3002\u77e5\u4e4e\u65e9\u671f\u91c7\u53d6\u9080\u8bf7\u6ce8\u518c\u5236\u5ea6\uff0c\u4ee5\u4fdd\u8bc1\u793e\u533a\u8ba8\u8bba\u8d28\u91cf\u3002<\/li>\n<li>\u2022 2011\u5e74 \u2013 1\u670826\u65e5\u77e5\u4e4e\u6b63\u5f0f\u4e0a\u7ebf\u8fd0\u8425\u3002\u4e0a\u7ebf\u540e\u4e13\u6ce8\u4ea7\u54c1\u6253\u78e8\uff1a3\u6708\u83b7\u5f97\u521b\u65b0\u5de5\u573a\u8463\u4e8b\u957f\u674e\u5f00\u590d\u6570\u767e\u4e07\u4eba\u6c11\u5e01\u5929\u4f7f\u6295\u8d44\u548c\u542f\u660e\u521b\u6295A\u8f6e\u878d\u8d44\uff1b4\u6708\u63a8\u51fa\u79c1\u4fe1\u529f\u80fd\uff0c5\u6708\u4e0a\u7ebf\u201c\u53d1\u73b0\u201d\u6a21\u5757\uff0c\u5b9e\u65f6\u5c55\u793a\u8fc7\u53bb24\u5c0f\u65f6\u8d5e\u540c\u6570\u6700\u9ad8\u7684\u56de\u7b54\uff1b7\u6708\u63a5\u5165\u65b0\u6d6a\u5fae\u535a\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5fae\u535a\u79c1\u4fe1\u9080\u8bf7\u56de\u7b54\uff1b9\u6708\u53d1\u5e03iPhone\u5ba2\u6237\u7aef\uff0c\u62d3\u5c55\u79fb\u52a8\u7aef\u6e20\u9053\u3002\u5e74\u5e95\u524d\uff0c\u77e5\u4e4e\u5b8c\u5584\u4e86\u9ed1\u540d\u5355\u3001\u8bdd\u9898\u5e7f\u573a\u3001\u56de\u7b54\u6392\u5e8f\u7b5b\u9009\u7b49\u529f\u80fd\uff0c\u589e\u5f3a\u793e\u533a\u4f53\u9a8c\u3002\u8fd9\u4e00\u5e74\u77e5\u4e4e\u7528\u6237\u4e0d\u8db3\u4e07\u4eba\u7684\u7cbe\u82f1\u5708\u5c42\uff0c\u4f46\u793e\u533a\u6c1b\u56f4\u4e13\u4e1a\u53cb\u597d\uff0c\u83b7\u5f97VC\u6301\u7eed\u5173\u6ce8\u3002<\/li>\n<li>\u2022 2012\u5e74 \u2013 2\u6708\u77e5\u4e4e\u5f00\u653e\u56fe\u7247\u4e0a\u4f20\u529f\u80fd\uff0c\u4e30\u5bcc\u56de\u7b54\u8868\u73b0\u529b\uff1b\u540c\u65f6\u8bd5\u9a8c\u63a8\u51fa\u201c\u77e5\u4e4e\u9605\u8bfb\u201d\u680f\u76ee\uff0c\u4f9b\u672a\u6ce8\u518c\u7528\u6237\u6d4f\u89c8\u77e5\u4e4e\u7cbe\u9009\u5185\u5bb9\uff0c\u5f00\u59cb\u5411\u5916\u8f93\u51fa\u4f18\u8d28\u56de\u7b54\u30024\u6708\uff0c\u5bf9\u4e2a\u4eba\u4e3b\u9875\u5927\u5e45\u6539\u7248\uff0c\u63d0\u5347\u7528\u6237\u5185\u5bb9\u5c55\u793a\u548c\u793e\u4ea4\u5173\u6ce8\u529f\u80fd\u3002\u6b64\u9636\u6bb5\u77e5\u4e4e\u4ecd\u575a\u6301\u9080\u8bf7\u5236\uff0c\u6ce8\u518c\u7528\u6237\u589e\u957f\u5230\u7ea640\u4e07\uff0c\u793e\u533a\u79ef\u7d2f\u4e86\u5927\u91cf\u9ad8\u8d5e\u56de\u7b54\u548c\u884c\u4e1a\u4e13\u5bb6\u3002\u878d\u8d44\u65b9\u9762\uff0c\u77e5\u4e4e\u4e8e1\u6708\u83b7\u5f97\u542f\u660e\u521b\u6295\u6570\u767e\u4e07\u7f8e\u5143A\u8f6e\u6295\u8d44\uff0c\u7ee7\u7eed\u4e13\u6ce8\u4ea7\u54c1\u548c\u7528\u6237\u53e3\u7891\u3002<\/li>\n<li>\u2022 2013\u5e74 \u2013 \u77e5\u4e4e\u8fce\u6765\u7b2c\u4e00\u6b21\u91cd\u5927\u8f6c\u6298\u3002\u30103\u6708\u3011\u6b63\u5f0f\u53d6\u6d88\u9080\u8bf7\u6ce8\u518c\uff0c\u5168\u9762\u5411\u516c\u4f17\u5f00\u653e\u7528\u6237\u6ce8\u518c\u3002\u5f00\u653e\u5f53\u5e74\u7528\u6237\u5448\u7206\u53d1\u5f0f\u589e\u957f\uff1a\u77ed\u77ed9\u4e2a\u6708\u6ce8\u518c\u7528\u6237\u4ece40\u4e07\u8dc3\u5347\u81f3400\u4e07\u3002\u5927\u6279\u65b0\u7528\u6237\u6d8c\u5165\u4f7f\u77e5\u4e4e\u7531\u5c0f\u4f17\u8d70\u5411\u5927\u4f17\u30025\u6708\u77e5\u4e4e\u4e0a\u7ebf\u72ec\u7acbApp\u201c\u77e5\u4e4e\u65e5\u62a5\u201d\uff0c\u7531\u8fd0\u8425\u56e2\u961f\u6bcf\u65e5\u6574\u5408\u70ed\u95e8\u95ee\u7b54\uff0c\u4ee5\u65b0\u95fb\u8d44\u8baf\u5f62\u5f0f\u63a8\u9001\u30027\u670818\u65e5\u63a8\u51fa\u201c\u77e5\u4e4e\u4e13\u680f\u201d\u529f\u80fd\uff0c\u652f\u6301\u7528\u6237\u53d1\u8868\u957f\u6587\uff0c\u62d3\u5c55\u5185\u5bb9\u5f62\u5f0f\u3002\u793e\u533a\u89c4\u6a21\u6269\u5927\u540e\uff0c\u5bf9\u54c1\u724cIP\u5efa\u8bbe\u66f4\u91cd\u89c6\uff0c12\u6708\u4e3e\u529e\u5409\u7965\u7269\u5f81\u96c6\u5927\u8d5b\uff0c\u6700\u7ec8\u786e\u5b9a\u5317\u6781\u72d0\u201c\u5218\u770b\u5c71\u201d\u4e3a\u5b98\u65b9\u5409\u7965\u7269\u3002\u8fd9\u4e00\u5e74\u77e5\u4e4e\u987a\u5229\u5b8c\u6210\u6570\u5343\u4e07\u7f8e\u5143B\u8f6e\u878d\u8d44\uff08\u8d5b\u5bcc\u4e9a\u6d32\u57fa\u91d1\u9886\u6295\uff0c\u542f\u660e\u521b\u6295\u8ddf\u6295\uff09\uff0c\u4e3a\u65e5\u540e\u5546\u4e1a\u5316\u5960\u5b9a\u8d44\u91d1\u57fa\u7840\u3002<\/li>\n<li>\u2022 2014\u5e74 \u2013 \u793e\u533a\u8fd0\u8425\u4ece\u7c97\u653e\u589e\u957f\u8f6c\u5411\u7cbe\u7ec6\u7ba1\u7406\u30024\u6708\uff0c\u77e5\u4e4e\u5bf9\u8bdd\u9898\u7f16\u8f91\u6743\u9650\u4f5c\u51fa\u9650\u5236\uff0c\u8981\u6c42\u7528\u6237\u6709\u4e00\u5b9a\u8d5e\u540c\u6570\u79ef\u7d2f\u65b9\u53ef\u7f16\u8f91\u8bdd\u9898\uff0c\u7ef4\u62a4\u5185\u5bb9\u8d28\u91cf\u3002\u540c\u65f6\u5c06\u5b98\u65b9\u5409\u7965\u7269\u5218\u770b\u5c71\u62df\u4eba\u5316\uff0c\u7528\u4e8e\u54c1\u724c\u5f62\u8c61\u4f20\u64ad\u3002\u77e5\u4e4e\u5f00\u59cb\u63a2\u7d22\u5185\u5bb9\u53d8\u73b0\uff1a4\u670814\u65e5\u9996\u6b21\u53d1\u884c\u300c\u77e5\u4e4e\u76d0\u7cfb\u5217\u300d\u7535\u5b50\u4e66\uff0c\u5c06\u4f18\u79c0\u56de\u7b54\u7ed3\u96c6\u51fa\u7248\uff0c\u4f5c\u4e3a\u77e5\u8bc6\u4ed8\u8d39\u7684\u65e9\u671f\u5c1d\u8bd5\u30026\u6708\uff0c\u77e5\u4e4e\u83b7\u5f972200\u4e07\u7f8e\u5143B\u8f6e\u878d\u8d44\uff08\u8d5b\u5bcc\u548c\u542f\u660e\u8054\u5408\u6295\u8d44\uff09\u3002\u8fd9\u4e00\u5e74\u77e5\u4e4e\u6ce8\u518c\u7528\u6237\u6570\u7a81\u7834\u5343\u4e07\u91cf\u7ea7\uff0c\u793e\u533a\u5185\u5bb9\u4f53\u91cf\u548c\u77e5\u540d\u5ea6\u5feb\u901f\u63d0\u5347\uff0c\u4f46\u5546\u4e1a\u6a21\u5f0f\u4ecd\u5728\u63a2\u7d22\u4e2d\u3002<\/li>\n<li>\u2022 2015\u5e74 \u2013 1\u6708\u77e5\u4e4e\u4e0a\u7ebf\u201c\u793e\u533a\u670d\u52a1\u4e2d\u5fc3\u201d\u7528\u4e8e\u7528\u6237\u53cd\u9988\u53ca\u670d\u52a1\u652f\u6301\u3002\u540c\u6708\u906d\u9047\u5386\u53f2\u4e0a\u6700\u4e25\u91cd\u7684DDoS\u653b\u51fb\uff0c\u6240\u5e78\u8fc5\u901f\u6062\u590d\u3002\u793e\u533a\u5c42\u9762\u51fa\u73b0\u8bda\u4fe1\u5371\u673a\uff1a6\u6708\u4e00\u4f4d\u62e5\u67095\u4e07\u7c89\u4e1d\u7684\u77e5\u4e4e\u5927V\u201c\u7ae5\u7476\u201d\u88ab\u66dd\u5728\u77e5\u4e4e\u8bc8\u635015\u4e07\u5143\uff0c\u5f15\u53d1\u8ba8\u8bba\u5e76\u4e8e\u6b21\u5e741\u6708\u81ea\u9996\u3002\u77e5\u4e4e\u4e00\u65b9\u9762\u52a0\u5f3a\u793e\u533a\u8bda\u4fe1\u5efa\u8bbe\uff0c\u53e6\u4e00\u65b9\u9762\u7ee7\u7eed\u5f15\u5165\u6218\u7565\u4f19\u4f34\uff1a11\u6708\u5b8c\u62105500\u4e07\u7f8e\u5143C\u8f6e\u878d\u8d44\uff0c\u7531\u817e\u8baf\u9886\u6295\u3001\u641c\u72d7\u8ddf\u6295\u3002\u878d\u8d44\u53d1\u5e03\u65f6\uff0c\u5468\u6e90\u4eb2\u81ea\u5728\u77e5\u4e4e\u7ad9\u5185\u64b0\u6587\u5b98\u5ba3\u6b64\u6d88\u606f\uff0c\u4f53\u73b0\u51fa\u793e\u533a\u8fd0\u8425\u4e0e\u516c\u53f8\u52a8\u6001\u7684\u6df1\u5ea6\u878d\u5408\u3002C\u8f6e\u540e\u77e5\u4e4e\u4e0e\u641c\u72d7\u8fbe\u6210\u5408\u4f5c\uff0c\u5c06\u77e5\u4e4e\u4f18\u8d28\u95ee\u7b54\u5185\u5bb9\u63a5\u5165\u641c\u72d7\u641c\u7d22\u7ed3\u679c\uff0c\u63d0\u9ad8\u5185\u5bb9\u66dd\u5149\u548c\u5bfc\u6d41\u3002\u622a\u81f32015\u5e74\u672b\uff0c\u77e5\u4e4e\u7528\u6237\u6570\u5df2\u8fbe1700\u4e07\uff08\u5b98\u65b9\u672a\u516c\u5f00\uff0c\u5f53\u5e74\u5a92\u4f53\u63a8\u7b97\uff09\uff0c\u5546\u4e1a\u5316\u538b\u529b\u6e10\u663e\u3002<\/li>\n<li>\u2022 2016\u5e74 \u2013 \u77e5\u4e4e\u5728\u5546\u4e1a\u5316\u9053\u8def\u4e0a\u8fc8\u51fa\u5173\u952e\u4e00\u6b65\u3002\u5e74\u521d\u4e0e\u817e\u8baf\u5fae\u4fe1\u56e2\u961f\u5408\u4f5c\u5f00\u53d1\u516c\u4f17\u53f7\u4fb5\u6743\u6295\u8bc9\u5165\u53e3\uff0c\u4ee5\u6cd5\u5f8b\u624b\u6bb5\u6253\u51fb\u6284\u88ad\u77e5\u4e4e\u5185\u5bb9\u7684\u884c\u4e3a\uff0c\u4fdd\u62a4\u5185\u5bb9\u7248\u6743\u3002\u540c\u65f6\u77e5\u4e4e\u5f00\u59cb\u5c1d\u8bd5\u591a\u5143\u4ea7\u54c1\u7ebf\uff1a1\u670825\u65e5\u4e0a\u7ebf\u9996\u6863\u81ea\u5236\u89c6\u9891\u8282\u76ee\u300a\u804c\u4eba\u4ecb\u7ecd\u6240\u300b\uff0c\u63a2\u7d22\u77ed\u89c6\u9891\u5185\u5bb9\uff1b4\u67081\u65e5\u53d1\u5e03\u4ed8\u8d39\u95ee\u7b54\u5e94\u7528\u201c\u503c\u4e4e\u201d\uff0c\u5141\u8bb8\u7528\u6237\u4ed8\u8d39\u5411\u7b54\u4e3b\u63d0\u95ee\uff0c\u6807\u5fd7\u77e5\u4e4e\u9996\u6b21\u5c1d\u8bd5\u4ed8\u8d39\u77e5\u8bc6\u95ee\u7b54\uff1b5\u670814\u65e5\u63a8\u51fa\u91cd\u91cf\u7ea7\u4ed8\u8d39\u4ea7\u54c1\u201c\u77e5\u4e4eLive\u201d\uff0c\u7528\u6237\u53ef\u4ed8\u8d39\u53c2\u4e0e\u5b9e\u65f6\u7ebf\u4e0a\u5206\u4eab\u548c\u95ee\u7b54\u3002\u77e5\u4e4eLive\u4e00\u7ecf\u63a8\u51fa\u5373\u83b7\u5f97\u70ed\u70c8\u53cd\u54cd\uff0c\u5927\u91cf\u77e5\u540d\u7b54\u4e3b\u5f00\u8bbeLive\u5206\u4eab\u4e13\u4e1a\u7ecf\u9a8c\uff0c\u5b9e\u73b0\u77e5\u8bc6\u53d8\u73b0\u3002\u5f53\u5e74\u77e5\u4e4e\u4e3e\u529e\u7684Live\u8d85\u8fc71000\u573a\uff0c\u7d2f\u8ba1\u53c2\u4e0e\u4eba\u6b21\u7834\u767e\u4e07\uff08\u5b98\u65b9\u6570\u636e\uff09\uff0c\u6210\u4e3a\u77e5\u4e4e\u91cd\u8981\u7684\u8425\u6536\u6765\u6e90\u4e4b\u4e00\u300211\u6708\u77e5\u4e4e\u5168\u7ad9\u5207\u6362\u4e3aHTTPS\u534f\u8bae\uff0c\u63d0\u5347\u6570\u636e\u5b89\u5168\u548c\u9690\u79c1\u4fdd\u62a4\u3002\u878d\u8d44\u65b9\u9762\uff0c\u77e5\u4e4e\u4e8e\u5e74\u521d\u542f\u52a8D\u8f6e\u878d\u8d44\uff0c\u7531\u77e5\u540d\u6295\u8d44\u4eba\u5f90\u65b0\u65d7\u4e0b\u4eca\u65e5\u8d44\u672c\u9886\u62951\u4ebf\u7f8e\u5143\uff0c\u817e\u8baf\u3001\u641c\u72d7\u3001\u542f\u660e\u7b49\u8001\u80a1\u4e1c\u6089\u6570\u8ddf\u6295\u3002\u5f90\u65b0\u8bc4\u4ef7\u77e5\u4e4e\uff1a\u201c\u6295\u8d44\u57fa\u672c\u5728\u4e00\u5929\u5185\u8c08\u5b9a\uff0c\u4e00\u5468\u5185\u7b7e\u7ea6\uff0c\u94b1\u5f88\u5feb\u5230\u8d26\u201d\uff0c\u663e\u793a\u51fa\u8d44\u672c\u5e02\u573a\u5bf9\u77e5\u4e4e\u6a21\u5f0f\u7684\u9ad8\u5ea6\u8ba4\u53ef\u30022016\u5e74\u53ef\u4ee5\u770b\u4f5c\u77e5\u4e4e\u5546\u4e1a\u5316\u5143\u5e74\uff1a\u5e7f\u544a\u4e1a\u52a1\u4e5f\u5728\u8fd9\u4e00\u5e74\u5f00\u59cb\u8bd5\u6c34\uff0c\u77e5\u4e4e\u4ece\u5355\u7eaf\u793e\u533a\u8fd0\u8425\u8fdb\u5165\u201c\u793e\u533a + \u5e7f\u544a + \u77e5\u8bc6\u4ed8\u8d39\u201d\u7684\u590d\u5408\u6a21\u5f0f\u3002<\/li>\n<li>\u2022 2017\u5e74 \u2013 \u793e\u533a\u548c\u5546\u4e1a\u53cc\u7ebf\u53d1\u5c55\u30021\u6708\u77e5\u4e4e\u6b63\u5f0f\u5ba3\u5e03\u5b8c\u6210D\u8f6e\u878d\u8d44\u4ea4\u5272\u30028\u6708\uff0c\u77e5\u4e4e\u6210\u7acb\u5171\u4ea7\u515a\u652f\u90e8\u59d4\u5458\u4f1a\uff0c\u52a0\u5f3a\u5185\u90e8\u6cbb\u7406\u3002\u540c\u671f\u77e5\u4e4eApp\u4e0a\u7ebf\u7c7b\u4f3c\u201c\u670b\u53cb\u5708\u201d\u529f\u80fd\u7684\u201c\u60f3\u6cd5\u201d\u6a21\u5757\uff0c\u652f\u6301\u7528\u6237\u53d1\u5e03\u77ed\u5185\u5bb9\u52a8\u6001\u3002\u6b64\u4e3e\u88ab\u89c6\u4e3a\u77e5\u4e4e\u5411\u793e\u4ea4\u5a92\u4f53\u5c5e\u6027\u5ef6\u4f38\uff0c\u65e8\u5728\u63d0\u9ad8\u7528\u6237\u9ecf\u6027\u548c\u65e5\u6d3b\u30022017\u5e74\u77e5\u4e4e\u6708\u6d3b\u8dc3\u7528\u6237\uff08MAU\uff09\u7ea66800\u4e07\uff0c\u540c\u6bd4\u589e\u957f\u8d85\u8fc740%\u3002\u7136\u800c\u793e\u533a\u7684\u5feb\u901f\u81a8\u80c0\u4e5f\u5e26\u6765\u5185\u5bb9\u4e89\u8bae\uff1a\u5f53\u5e74\u6469\u62dc\u5355\u8f66\u521b\u59cb\u4eba\u56e0\u77e5\u4e4e\u4e0a\u4e00\u4e9b\u7206\u6599\u5e16\u5c06\u77e5\u4e4e\u8bc9\u81f3\u6cd5\u9662\uff0c\u8981\u6c42\u505c\u6b62\u4fb5\u6743\u5e76\u7d22\u8d54\u58f0\u8a89\u635f\u5931\u3002\u8fd9\u4e00\u4e8b\u4ef6\u51f8\u663e\u77e5\u4e4e\u5728\u5185\u5bb9\u5ba1\u6838\u4e0a\u7684\u6311\u6218\u3002\u77e5\u4e4e\u56de\u5e94\u79f0\u5df2\u5efa\u7acb\u201c\u5185\u5bb9\u5b89\u5168\u59d4\u5458\u4f1a\u201d\u5e76\u52a0\u5f3a\u5ba1\u6838\u6d41\u7a0b\uff0c\u5e73\u8861\u8a00\u8bba\u81ea\u7531\u4e0e\u6cd5\u5f8b\u5408\u89c4\u3002\u5f53\u5e74\u77e5\u4e4e\u5728\u4ea7\u54c1\u3001\u7528\u6237\u548c\u6536\u5165\u4e0a\u5747\u6709\u4e0d\u4fd7\u589e\u957f\uff0c\u4f46\u4e5f\u5f00\u59cb\u76f4\u9762\u5927\u578b\u793e\u533a\u5e38\u89c1\u7684\u6cbb\u7406\u96be\u9898\u3002<\/li>\n<li>\u2022 2018\u5e74 \u2013 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2019\u5e74 \u2013 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2020\u5e74 \u2013 \u8425\u6536\u5927\u5e45\u589e\u957f\uff0c\u5546\u4e1a\u6a21\u5f0f\u65e5\u8d8b\u6e05\u6670\u3002\u636e\u62db\u80a1\u4e66\u62ab\u9732\uff0c\u77e5\u4e4e2020\u5e74\u5b9e\u73b0\u8425\u4e1a\u6536\u516513.52\u4ebf\u5143\u4eba\u6c11\u5e01\uff0c\u540c\u6bd4\u589e\u957f101.8%\u3002\u5e7f\u544a\u3001\u7535\u5546\u548c\u6559\u80b2\u7b49\u591a\u5143\u4e1a\u52a1\u5171\u540c\u9a71\u52a8\u589e\u957f\u3002\u5f53\u5e74\u77e5\u4e4e\u4e3b\u8981\u6536\u5165\u6784\u6210\u4e3a\uff1a\u5e7f\u544a8.43\u4ebf\u5143\uff0c\u5360\u6bd462.4%\uff1b\u4ed8\u8d39\u4f1a\u54583.2\u4ebf\u5143\uff0c\u5360\u6bd423.7%\uff1b\u5185\u5bb9\u5546\u52a1\u89e3\u51b3\u65b9\u68481.36\u4ebf\u5143\uff0c\u5360\u6bd410.0%\uff1b\u5176\u4f59\uff08\u5728\u7ebf\u6559\u80b2\u3001\u7535\u5546\u7b49\uff090.53\u4ebf\u5143\uff0c\u5360\u6bd43.9%\u3002\u53ef\u89c1\u5e7f\u544a\u4ecd\u662f\u6700\u5927\u6536\u5165\u6765\u6e90\uff0c\u4f46\u4f1a\u5458\u548c\u77e5\u8bc6\u670d\u52a1\u7684\u6bd4\u91cd\u5df2\u63a5\u8fd1\u56db\u6210\uff0c\u77e5\u4e4e\u6536\u5165\u7ed3\u6784\u8f83\u4e4b\u524d\u5355\u4e00\u4f9d\u8d56\u5e7f\u544a\u66f4\u4e3a\u5747\u8861\u3002\u7528\u6237\u65b9\u9762\uff0c2020\u5e74\u77e5\u4e4e\u6708\u6d3b\u7528\u6237\u589e\u957f\u7ea642.7%\uff0c\u8fbe\u52306850\u4e07\u3002\u75ab\u60c5\u671f\u95f4\u5728\u7ebf\u5185\u5bb9\u6d88\u8d39\u9700\u6c42\u63d0\u5347\uff0c\u52a0\u4e4b\u77e5\u4e4e\u5728\u4e13\u4e1a\u533b\u7597\u3001\u79d1\u666e\u7b49\u9886\u57df\u5185\u5bb9\u7684\u6c89\u6dc0\uff0c\u5438\u5f15\u4e86\u5927\u6279\u65b0\u7528\u6237\u3002\u793e\u533a\u8bdd\u9898\u66f4\u52a0\u591a\u5143\uff0c\u6db5\u76d6\u79d1\u6280\u3001\u804c\u573a\u3001\u6559\u80b2\u3001\u751f\u6d3b\u7b49\u65b9\u65b9\u9762\u9762\uff0c\u77e5\u4e4e\u8fdb\u4e00\u6b65\u201c\u7834\u5708\u201d\u3002\u8fd9\u4e00\u5e74\u77e5\u4e4e\u8fd8\u63a8\u51fa\u9762\u5411\u4f01\u4e1a\u5ba2\u6237\u7684\u201c\u77e5+\u201d\u5185\u5bb9\u5546\u52a1\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u54c1\u724c\u5728\u77e5\u4e4e\u4e0a\u4ee5\u95ee\u7b54\u3001\u6587\u7ae0\u7b49\u5f62\u5f0f\u8fdb\u884c\u539f\u751f\u8425\u9500\u3002\u540c\u65f6\uff0c\u77e5\u4e4e\u6d89\u8db3\u5728\u7ebf\u804c\u4e1a\u6559\u80b2\u548c\u7535\u5546\u5bfc\u8d2d\uff0c\u5168\u5e74\u76f8\u5173\u6536\u5165\u8fbe5263\u4e07\u5143\uff0c\u5360\u8425\u65363.9%\u3002\u6bd4\u5982\u77e5\u4e4e\u4e0e\u90e8\u5206\u6559\u80b2\u673a\u6784\u5408\u4f5c\u9500\u552e\u8bfe\u7a0b\uff0c\u5f00\u8bbe\u201c\u597d\u7269\u63a8\u8350\u201d\u8ba8\u8bba\u4e13\u533a\u5f15\u5bfc\u7535\u5546\u8f6c\u5316\u7b49\uff0c\u90fd\u8fdb\u884c\u4e86\u5c1d\u8bd5\u3002\u53ef\u4ee5\u8bf4\uff0c2020\u5e74\u7684\u77e5\u4e4e\u5728\u5546\u4e1a\u5316\u4e0a\u5f62\u6210\u4e86\u5e7f\u544a\u3001\u4f1a\u5458\u3001\u5185\u5bb9\u8425\u9500\u3001\u6559\u80b2\/\u7535\u5546\u201c\u56db\u8f6e\u9a71\u52a8\u201d\u7684\u96cf\u5f62\u3002\u5c3d\u7ba1\u5f53\u5e74\u4ecd\u51c0\u4e8f\u635f\u7ea65.18\u4ebf\u5143\uff0c\u4f46\u4e8f\u635f\u989d\u8f832019\u5e74\u51cf\u5c11\u8fd1\u4e00\u534a\uff0c\u4e8f\u635f\u7387\u5927\u5e45\u6536\u7a84\uff0c\u76c8\u5229\u66d9\u5149\u521d\u73b0\u3002\u8fd9\u4e5f\u4e3a\u77e5\u4e4e\u968f\u540e\u542f\u52a8IPO\u63d0\u4f9b\u4e86\u4fe1\u5fc3\u548c\u6570\u636e\u652f\u6491\u3002<\/li>\n<\/ul>\n<p>#### \u4e0a\u5e02\u540e\u53d1\u5c55\uff082021\u20132025\uff09<\/p>\n<p>\u8fdb\u5165\u4e0a\u5e02\u516c\u53f8\u9636\u6bb5\u540e\uff0c\u77e5\u4e4e\u9762\u4e34\u8d44\u672c\u5e02\u573a\u7684\u4e1a\u7ee9\u8981\u6c42\uff0c\u5176\u4e1a\u52a1\u91cd\u70b9\u9010\u6b65\u4ece\u5355\u7eaf\u8ffd\u6c42\u7528\u6237\u589e\u957f\uff0c\u8f6c\u5411\u517c\u987e\u589e\u957f\u4e0e\u76c8\u5229\u3002\u4ee5\u4e0b\u6309\u5e74\u4efd\/\u5b63\u5ea6\u6982\u8ff0\u77e5\u4e4e\u4e0a\u5e02\u540e\u7684\u53d1\u5c55\u8f68\u8ff9\uff0c\u5305\u62ec\u8d22\u52a1\u6307\u6807\u3001\u4e1a\u52a1\u7b56\u7565\u3001\u5e02\u573a\u53cd\u5e94\u548c\u7ec4\u7ec7\u53d8\u5316\u7b49\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/001-433f211702ee.png\" alt=\"\" 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2025\uff1a\u6210\u529f\u626d\u4e8f\uff0c\u7a33\u4e2d\u6c42\u53d8\u30022024\u5e74\u662f\u77e5\u4e4e\u4e0a\u5e02\u540e\u7684\u7b2c\u56db\u5e74\uff0c\u516c\u53f8\u7ecf\u8425\u8fdb\u5165\u6536\u83b7\u671f\u3002\u6839\u636e\u77e5\u4e4e\u53d1\u5e03\u76842024\u5e74\u5168\u5e74\u4e1a\u7ee9\u516c\u544a\uff0c\u77e5\u4e4e\u5168\u5e74\u8425\u653636\u4ebf\u5143\uff0c\u540c\u6bd4\u4e0b\u964d14.5%\u3002\u8425\u6536\u4e0b\u6ed1\u662f\u7ba1\u7406\u5c42\u4e3b\u52a8\u8c03\u6574\u7684\u7ed3\u679c\uff0c\u901a\u8fc7\u538b\u7f29\u4f4e\u5229\u6da6\u7684\u4e1a\u52a1\u6362\u53d6\u76c8\u5229\u6539\u5584\u30022024\u5e74\u51c0\u4e8f\u635f\u4ec51.69\u4ebf\u5143\uff0c\u540c\u6bd4\u6536\u7a8479.9%\uff1b\u6309\u975e\u7f8e\u56fd\u901a\u7528\u4f1a\u8ba1\u51c6\u5219\uff08Non-GAAP\uff09\u8ba1\u7b97\uff0c\u5168\u5e74\u8c03\u6574\u540e\u51c0\u4e8f\u635f\u4e0d\u52301\u4ebf\u5143\u3002\u5c24\u5176\u503c\u5f97\u77a9\u76ee\u7684\u662f\uff0c\u77e5\u4e4e\u57282024\u5e74\u7b2c\u56db\u5b63\u5ea6\u9996\u6b21\u5b9e\u73b0\u5168\u9762\u76c8\u5229\uff1a\u8be5\u5b63\u6536\u51658.6\u4ebf\u5143\uff0c\u51c0\u5229\u6da68640\u4e07\u5143\uff0c\u800c\u4e0a\u5e74\u540c\u671f\u4e8f\u635f1.031\u4ebf\u5143\u3002\u7ecf\u8c03\u6574\u51c0\u5229\u6da69710\u4e07\u5143\uff0c\u7ecf\u8425\u5229\u6da62310\u4e07\u5143\uff0c\u5404\u9879\u76c8\u5229\u6570\u636e\u5747\u8d85\u51fa\u5e02\u573a\u9884\u671f\u3002\u77e5\u4e4e\u4e0a\u5e02\u8fd1\u56db\u5e74\u6765\u9996\u6b21\u5355\u5b63\u76c8\u5229\uff0c\u6807\u5fd7\u7740\u5176\u5546\u4e1a\u6a21\u5f0f\u7ecf\u8fc7\u591a\u8f6e\u6253\u78e8\u5df2\u8dd1\u901a\u3002\u77e5\u4e4e\u7ba1\u7406\u5c42\u5728\u8d22\u62a5\u7535\u8bdd\u4f1a\u4e0a\u8868\u793a\uff1a\u201c\u6211\u4eec\u5728\u9996\u4e2a\u5229\u6da6\u8f6c\u6b63\u7684\u5b63\u5ea6\u5c31\u5b9e\u73b0\u4e86\u4e24\u4f4d\u6570\u7684\u51c0\u5229\u7387\uff08\u8c03\u6574\u540e\u51c0\u5229\u7387\u7ea611%\uff09\u201d\u3002\u8fd9\u76f8\u8f83\u56fd\u9645UGC\u793e\u4ea4\u5e73\u53f025%~40%\u7684\u5e38\u6001\u5229\u6da6\u7387\u4ecd\u6709\u8ddd\u79bb\uff0c\u4f46\u77e5\u4e4e\u7ec8\u4e8e\u8bc1\u660e\u4e86\u81ea\u8eab\u53ef\u4ee5\u76c8\u5229\uff0c\u6781\u5927\u63d0\u632f\u4e86\u6295\u8d44\u4eba\u4fe1\u5fc3\u3002\u53d7\u8d22\u62a5\u5229\u597d\u5f71\u54cd\uff0c\u77e5\u4e4e\u7f8e\u80a1\u80a1\u4ef7\u57282025\u5e74\u4e00\u5b63\u5ea6\u7d2f\u8ba1\u4e0a\u6da8\u8d85\u8fc730%\u3002\u516c\u53f8\u540c\u65f6\u5ba3\u5e03\u5c06\u542f\u52a8\u80a1\u7968\u56de\u8d2d\u8ba1\u5212\uff0c\u4ee5\u56de\u9988\u957f\u671f\u80a1\u4e1c\uff08\u76f8\u5173\u7ec6\u8282\u5a92\u4f53\u6709\u62a5\u9053\uff0c\u6b64\u5904\u7565\uff09\u3002\u5c55\u671b\u672a\u6765\uff0c\u77e5\u4e4e\u7ba1\u7406\u5c42\u4e00\u65b9\u9762\u5f3a\u8c03\u4e0d\u4f1a\u653e\u677e\u6210\u672c\u7ba1\u63a7\uff0c\u786e\u4fdd\u4e1a\u52a1\u7a33\u5065\uff1b\u53e6\u4e00\u65b9\u9762\u4e5f\u63d0\u51fa\u8981\u628a\u63e1AI\u6d6a\u6f6e\u5e26\u6765\u7684\u5386\u53f2\u6027\u673a\u9047\u3002CFO\u738b\u6657\u57282025\u5e74\u521d\u8868\u793a\uff1a\u201c\u9274\u4e8eAI\u5bf9\u77e5\u4e4e\u662f\u5386\u53f2\u6027\u673a\u9047\uff0c\u516c\u53f8\u8d26\u4e0a\u73b0\u91d1\u5145\u88d5\uff0c2025\u5e74\u6216\u8003\u8651\u5728AI\u9886\u57df\u52a0\u5927\u6295\u5165\uff0c\u54ea\u6015\u5168\u5e74\u4fdd\u6301\u5c0f\u5e45\u4e8f\u635f\u72b6\u6001\u201d\u3002\u8fd9\u756a\u8868\u6001\u610f\u5473\u7740\u77e5\u4e4e\u57282024\u5e74\u5c1d\u5230\u76c8\u5229\u751c\u5934\u540e\uff0c\u5e76\u4e0d\u6025\u4e8e\u6bcf\u5b63\u5ea6\u90fd\u76c8\u5229\uff0c\u66f4\u91cd\u89c6\u957f\u671f\u7ade\u4e89\u529b\u5851\u9020\u3002\u9884\u8ba12025\u5e74\u77e5\u4e4e\u5c06\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u77e5\u4e4e\u5185\u5bb9\u7ed3\u5408\u4e0a\u53d1\u529b\uff0c\u5305\u62ec\u5229\u7528\u77e5\u4e4e\u5341\u591a\u5e74\u6c89\u6dc0\u7684\u6d77\u91cf\u4e2d\u6587\u95ee\u7b54\u6570\u636e\u8bad\u7ec3\u5927\u6a21\u578b\u3001\u63a8\u51fa\u667a\u80fd\u95ee\u7b54\u52a9\u624b\u7b49\uff08\u4f8b\u5982\u5df2\u6709\u62a5\u9053\u7684\u201c\u77e5\u6d77\u56feAI\u201d\u529f\u80fd\uff09\u3002\u603b\u4e4b\uff0c\u77e5\u4e4e\u5728\u76c8\u5229\u62d0\u70b9\u51fa\u73b0\u540e\uff0c\u5c06\u8fdb\u5165\u201c\u4fdd\u6301\u76c8\u4e8f\u5e73\u8861 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src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/002-487ef6d6a8d0.png\" alt=\"\" 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2. 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3. 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4. 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5. 2022\u20132023\u5e74\u6218\u7565\u6536\u7f29\u4e0e\u8f6c\u578b\uff1a\u805a\u7126\u9ad8\u4ef7\u503c\u4e1a\u52a1\uff0c\u8d70\u4e0a\u76c8\u5229\u9053\u8def\u3002\u7ecf\u5386\u4e0a\u5e02\u540e\u7684\u9ad8\u901f\u6269\u5f20\u548c2021\u5e74\u7684\u5de8\u989d\u4e8f\u635f\uff0c\u77e5\u4e4e\u57282022\u5e74\u5f00\u59cb\u4e86\u4e00\u6b21\u4e3b\u52a8\u7684\u6218\u7565\u8f6c\u6298\u3002\u8fd9\u6b21\u8f6c\u6298\u7684\u7279\u5f81\u4e0d\u662f\u5927\u4e3e\u8fdb\u653b\u67d0\u65b0\u9886\u57df\uff0c\u800c\u662f\u6536\u7f29\u6218\u7ebf\u3001\u63d0\u8d28\u589e\u6548\u3002\u80cc\u666f\u662f\u5b8f\u89c2\u7ecf\u6d4e\u4e0b\u884c\u548c\u516c\u53f8\u80a1\u4ef7\u4f4e\u8ff7\uff0c\u8981\u6c42\u77e5\u4e4e\u5fc5\u987b\u6539\u53d8\u201c\u4e8f\u635f\u6362\u589e\u957f\u201d\u7684\u6a21\u5f0f\u3002\u4e8e\u662f\u77e5\u4e4e\u7ba1\u7406\u5c42\u679c\u65ad\u91c7\u53d6\u4e86\u591a\u9879\u63aa\u65bd\uff1a\u780d\u6389\u6216\u5f31\u5316\u4e0e\u6838\u5fc3\u95ee\u7b54\u4e3b\u4e1a\u534f\u540c\u4e0d\u5927\u7684\u4e1a\u52a1\uff08\u5982\u77ed\u89c6\u9891\u5a31\u4e50\u5185\u5bb9\uff09\uff0c\u96c6\u4e2d\u8d44\u6e90\u53d1\u5c55\u4ed8\u8d39\u4f1a\u5458\u548c\u804c\u4e1a\u6559\u80b2\u4e24\u5927\u9ad8\u6bdb\u5229\u4e1a\u52a1\u3002\u8fd9\u610f\u5473\u7740\u77e5\u4e4e\u653e\u5f03\u4e0e\u6296\u97f3\u5728\u77ed\u5185\u5bb9\u4e0a\u7ade\u4e89\uff0c\u8f6c\u800c\u5f3a\u5316\u81ea\u8eab\u77e5\u8bc6\u4ed8\u8d39\u7684\u62a4\u57ce\u6cb3\u3002\u4f8b\u5982\u88c1\u64a4\u5927\u90e8\u5206\u89c6\u9891\u56e2\u961f\u4eba\u5458\uff0c\u5c06\u5185\u5bb9\u521b\u4f5c\u6fc0\u52b1\u9884\u7b97\u66f4\u591a\u503e\u659c\u7ed9\u9ad8\u8d28\u91cf\u7684\u56fe\u6587\u548c\u8bfe\u7a0b\u521b\u4f5c\u8005\u3002\u540c\u65f6\uff0c\u5728\u804c\u4e1a\u6559\u80b2\u9886\u57df\u5927\u624b\u7b14\u6295\u5165\uff0c\u901a\u8fc7\u6295\u8d44\u5e76\u8d2d\u8fc5\u901f\u8865\u5168\u8bfe\u7a0b\u4ea7\u54c1\u7ebf\uff0c\u529b\u4e892\u20133\u5e74\u5185\u6253\u9020\u51fa\u4e00\u4e2a\u80fd\u591f\u76c8\u5229\u7684\u6559\u80b2\u5b50\u54c1\u724c\u3002\u77e5\u4e4e\u8fd8\u5728\u5185\u90e8\u53d1\u8d77\u201c\u6df1\u84dd\u201d\u9879\u76ee\uff0c\u5bf9\u8fd0\u8425\u3001\u5e02\u573a\u3001\u4eba\u529b\u7b49\u90e8\u95e8\u8fdb\u884c\u6548\u7387\u5ba1\u67e5\uff0c\u4ee5\u51cf\u5c11\u5197\u4f59\u548c\u5185\u8017\u3002\u4e00\u7cfb\u5217\u6536\u7f29\u52a8\u4f5c\u57282022\u5e74\u4e0b\u534a\u5e74\u81f32023\u5e74\u521d\u5bc6\u96c6\u843d\u5730\uff0c\u77ed\u671f\u6548\u679c\u660e\u663e\uff1a\u77e5\u4e4e2023\u5e74Q3\u8fd0\u8425\u8d39\u7528\u540c\u6bd4\u51cf\u5c1130%\u3001\u51c0\u4e8f\u635f\u51e0\u8fd1\u6536\u5e73\u3002\u53ef\u4ee5\u8bf4\u77e5\u4e4e\u7ec8\u4e8e\u627e\u5230\u4e86\u201c\u82b1\u5c0f\u94b1\u529e\u5927\u4e8b\u201d\u7684\u611f\u89c9\uff0c\u4e0d\u518d\u50cf\u8fc7\u53bb\u90a3\u6837\u70e7\u94b1\u4e70\u589e\u957f\u3002\u8fd9\u4e00\u8f6c\u6298\u7ed3\u679c\u662f\u77e5\u4e4e\u57282023\u5e74\u5e95\u524d\u6210\u529f\u5b9e\u73b0\u9996\u6b21\u5b63\u5ea6\u76c8\u5229\uff0c\u8bc1\u660e\u4e86\u964d\u672c\u589e\u6548\u7b56\u7565\u7684\u6b63\u786e\u6027\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u516c\u53f8\u5185\u90e8\u7684\u6218\u7565\u5171\u8bc6\u66f4\u52a0\u6e05\u6670\u2014\u2014\u77e5\u4e4e\u5c06\u957f\u671f\u805a\u7126\u6838\u5fc3\u793e\u533a\u548c\u77e5\u8bc6\u670d\u52a1\uff0c\u4e0d\u518d\u76f2\u76ee\u591a\u5143\u5316\u3002\u66fe\u7ecf\u5bc4\u4e88\u539a\u671b\u5374\u4e0d\u594f\u6548\u7684\u652f\u7ebf\u4e1a\u52a1\u53ef\u4ee5\u679c\u65ad\u6b62\u635f\uff0c\u8d44\u6e90\u8981\u7528\u5728\u771f\u6b63\u64c5\u957f\u548c\u6709\u524d\u666f\u7684\u65b9\u5411\u4e0a\u3002\u957f\u671f\u5f71\u54cd\u65b9\u9762\uff0c\u8fd9\u6b21\u8f6c\u578b\u8ba9\u77e5\u4e4e\u7ec4\u7ec7\u66f4\u52a0\u7cbe\u7b80\u9ad8\u6548\u3001\u4e1a\u52a1\u7ed3\u6784\u66f4\u5065\u5eb7\uff0c\u4e5f\u8ba9\u6295\u8d44\u8005\u5bf9\u77e5\u4e4e\u7684\u4fe1\u5fc3\u6709\u6240\u6062\u590d\uff08\u80a1\u4ef7\u57282023\u5e74\u56db\u5b63\u5ea6\u6b62\u8dcc\u56de\u5347\u5c31\u662f\u8bc1\u660e\uff09\u3002\u4e0d\u8fc7\u6218\u7565\u6536\u7f29\u5e76\u975e\u6ca1\u6709\u4ee3\u4ef7\uff1a\u77e5\u4e4eMAU\u589e\u957f\u51e0\u4e4e\u505c\u6ede\uff0c\u4e24\u5e74\u4ee5\u6765\u4e00\u76f4\u7ef4\u6301\u57281\u4ebf\u4e0a\u4e0b\uff0c\u5e02\u573a\u5360\u6709\u7387\u6ca1\u6709\u660e\u663e\u63d0\u5347\u3002\u7ade\u4e89\u683c\u5c40\u65b9\u9762\uff0c\u77e5\u4e4e\u4e3b\u52a8\u653e\u5f03\u4e86\u77ed\u89c6\u9891\u9886\u57df\u7684\u7528\u6237\u4e89\u593a\uff0c\u5c31\u610f\u5473\u7740\u672a\u6765\u83b7\u53d6Z\u4e16\u4ee3\u65b0\u7528\u6237\u53ef\u80fd\u66f4\u4f9d\u8d56\u4e8e\u5176\u4ed6\u65b9\u5f0f\uff08\u5982\u901a\u8fc7\u4e13\u4e1a\u8bfe\u7a0b\u5438\u5f15\uff09\u3002\u603b\u7684\u6765\u770b\uff0c2022\u20132023\u5e74\u7684\u6218\u7565\u8c03\u6574\u662f\u77e5\u4e4e\u201c\u957f\u75db\u4e0d\u5982\u77ed\u75db\u201d\u7684\u660e\u667a\u9009\u62e9\uff0c\u4e3a\u516c\u53f8\u6253\u5f00\u4e86\u4e00\u6761\u901a\u5f80\u76c8\u5229\u7684\u73b0\u5b9e\u8def\u5f84\u3002\u8fd9\u4e2a\u8f6c\u6298\u4e5f\u610f\u5473\u7740\u77e5\u4e4e\u8fdb\u5165\u6210\u719f\u8fd0\u8425\u9636\u6bb5\uff0c\u4ece\u6b64\u544a\u522b\u7c97\u653e\u5f0f\u589e\u957f\uff0c\u6b65\u5165\u7cbe\u8015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6. 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\u53c2\u8003\u8d44\u6599\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/003-f988b3b3b4aa.png\" alt=\"\" \/> \u4e00\u517133\u4e2a\u6e90\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/004-cf176c52f0da.png\" alt=\"\" \/><\/p>\n<h2 id=\"topic-3656c5cab6\">AutoGLM \u6c89\u601d\u7248\u7684\u8c03\u7814\u7ed3\u679c<\/h2>\n<p>#### 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\u516c\u53f8IPO\u65f6\u95f4\u3001\u4f30\u503c\u53ca\u4e0a\u5e02\u5730\u70b9<\/p>\n<p>\u77e5\u4e4e\u4e8e2021\u5e743\u670826\u65e5\u5728\u7ebd\u7ea6\u8bc1\u5238\u4ea4\u6613\u6240\u4e0a\u5e02\uff0c\u8bc1\u5238\u4ee3\u7801\u4e3a&quot;ZH&quot;\u3002IPO\u53d1\u884c\u4ef7\u5b9a\u4e3a\u6bcf\u80a1ADS\uff08\u7f8e\u56fd\u5b58\u6258\u8bc1\u5238\uff099.5\u7f8e\u5143\uff0c\u52df\u96c6\u8d44\u91d1\u5171\u8ba18.5\u4ebf\u7f8e\u5143\uff08\u5168\u989d\u884c\u4f7f\u8d85\u989d\u914d\u552e\u6743\u540e\uff09[74]\u3002\u5728\u4e0a\u5e02\u524d\uff0c\u77e5\u4e4e\u5df2\u7ecf\u5b8c\u6210\u4e868\u8f6e\u878d\u8d44\uff0c\u603b\u878d\u8d44\u989d\u7ea69.2\u4ebf\u7f8e\u5143[25]\u3002<\/p>\n<p>#### \u4e0a\u5e02\u524d\u53d1\u5c55\uff082011-2021\uff09<\/p>\n<p>2011\u5e74\uff1a\u5c01\u95ed\u671f\u8d77\u6b65<\/p>\n<p>2011\u5e741\u670826\u65e5\uff0c\u77e5\u4e4e\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u91c7\u7528\u9080\u8bf7\u5236\u6ce8\u518c\u65b9\u5f0f\uff0c\u65e9\u671f\u7528\u6237\u5305\u62ec\u674e\u5f00\u590d\u3001\u9a6c\u5316\u817e\u3001\u738b\u5174\u3001\u738b\u5c0f\u5ddd\u3001\u5f90\u5c0f\u5e73\u7b49\u4e92\u8054\u7f51\u884c\u4e1a\u77e5\u540d\u4eba\u58eb[30]\u3002\u8fd9\u4e00\u65f6\u671f\uff0c\u77e5\u4e4e\u5b9a\u4f4d\u4e3a&quot;\u4e92\u8054\u7f51&quot;\u9a71\u52a8\u7684\u5e73\u53f0\uff0c\u7528\u6237\u89c4\u6a21\u5728\u5341\u4e07\u7ea7[45]\u3002<\/p>\n<p>\u77e5\u4e4e\u7684\u521d\u59cb\u6a21\u5f0f\u501f\u9274\u4e86\u7f8e\u56fd\u95ee\u7b54\u5e73\u53f0Quora\uff0c\u4f46\u52a0\u5165\u4e86\u4e2d\u56fd\u7279\u8272\u7684\u5143\u7d20\u3002\u5e73\u53f0\u4ee5\u9ad8\u8d28\u91cf\u7684\u95ee\u7b54\u5185\u5bb9\u4e3a\u6838\u5fc3\uff0c\u9f13\u52b1\u7528\u6237\u5206\u4eab\u77e5\u8bc6\u548c\u89c1\u89e3\uff0c\u5f62\u6210\u4e86\u72ec\u7279\u7684\u793e\u533a\u6587\u5316[17]\u3002<\/p>\n<p>2013-2014\u5e74\uff1a\u5f00\u653e\u521d\u671f\u6269\u5f20<\/p>\n<p>2013\u5e74\uff0c\u77e5\u4e4e\u5f00\u59cb\u5f00\u653e\u6ce8\u518c\uff0c\u7528\u6237\u6570\u753140\u4e07\u8fc5\u901f\u589e\u957f\u81f3400\u4e07[45]\u30022014\u5e7410\u670828\u65e5\uff0c\u77e5\u4e4e\u8fce\u6765\u4e86\u7b2c1000\u4e07\u6ce8\u518c\u7528\u6237\uff0c\u6807\u5fd7\u7740\u5e73\u53f0\u8fdb\u5165\u5feb\u901f\u53d1\u5c55\u9636\u6bb5[45]\u3002<\/p>\n<p>\u8fd9\u4e00\u65f6\u671f\uff0c\u77e5\u4e4e\u7684\u4e1a\u52a1\u91cd\u70b9\u662f\u6269\u5927\u7528\u6237\u89c4\u6a21\u548c\u4f18\u5316\u5185\u5bb9\u8d28\u91cf\uff0c\u9010\u6b65\u4ece\u5c01\u95ed\u7684\u4e92\u8054\u7f51\u5708\u5b50\u6269\u5c55\u5230\u66f4\u5e7f\u6cdb\u7684\u9886\u57df\u3002\u77e5\u4e4e\u5f00\u59cb\u5c1d\u8bd5\u5f15\u5165\u5546\u4e1a\u5316\u5143\u7d20\uff0c2014\u5e74\u5f00\u542f\u4e86\u4ee5\u5e7f\u544a\u6295\u653e\u4e3a\u4e3b\u7684\u8425\u6536\u6a21\u5f0f[26]\u3002<\/p>\n<p>2015-2017\u5e74\uff1a\u5f00\u653e\u671f\u7206\u53d1<\/p>\n<p>2015\u5e74\uff0c\u77e5\u4e4e\u83b7\u5f97\u817e\u8baf\u9886\u6295\u76845500\u4e07\u7f8e\u5143C\u8f6e\u878d\u8d44\uff0c\u7528\u6237\u91cf\u7a81\u78345000\u4e07[45]\u3002\u540c\u5e74\uff0c\u77e5\u4e4e\u5f00\u59cb\u62d3\u5c55\u77e5\u8bc6\u4ed8\u8d39\u4e1a\u52a1\uff0c\u5148\u540e\u4e0a\u7ebf&quot;\u503c\u4e4e&quot;\uff08\u4ed8\u8d39\u95ee\u7b54\uff09\u3001&quot;\u77e5\u4e4eLive&quot;\u7b49\u4ea7\u54c1[40]\u3002<\/p>\n<p>2017\u5e749\u6708\uff0c\u77e5\u4e4e\u6ce8\u518c\u7528\u6237\u6570\u7834\u4ebf\uff0c\u83b7\u5f97\u4eca\u65e5\u8d44\u672c\u9886\u6295\u76841\u4ebf\u7f8e\u5143D\u8f6e\u878d\u8d44[45]\u3002\u8fd9\u4e00\u65f6\u671f\uff0c\u77e5\u4e4e\u7684\u5546\u4e1a\u5316\u6218\u7565\u66f4\u52a0\u591a\u5143\u5316\uff0c\u77e5\u8bc6\u4ed8\u8d39\u6210\u4e3a\u91cd\u8981\u6536\u5165\u6765\u6e90\u3002<\/p>\n<p>2018-2019\u5e74\uff1a\u667a\u80fd\u793e\u533a\u9636\u6bb5<\/p>\n<p>2018\u5e74\uff0c\u77e5\u4e4e\u7684\u5546\u4e1a\u5316\u8fdb\u4e00\u6b65\u8d70\u5411\u591a\u5143\u30024\u6708\uff0c\u77e5\u4e4e\u4e0a\u7ebf\u7535\u5b50\u4e66\u4ea7\u54c1&quot;\u77e5\u4e4e\u8bfb\u4e66\u4f1a&quot;\uff1b6\u6708\uff0c\u63a8\u51fa\u4ed8\u8d39\u4f1a\u5458\u6253\u5305\u670d\u52a1&quot;\u77e5\u4e4e\u5927\u5b66&quot;[47]\u30022018\u5e74\uff0c\u77e5\u4e4e\u6ce8\u518c\u7528\u6237\u91cf\u8fbe1.6\u4ebf\uff0c\u56de\u7b54\u6570\u7a81\u78341\u4ebf[45]\u3002<\/p>\n<p>2019\u5e748\u6708\uff0c\u77e5\u4e4e\u5b8c\u6210F\u8f6e\u878d\u8d44\uff0c\u603b\u989d4.34\u4ebf\u7f8e\u5143\uff0c\u7531\u5feb\u624b\u9886\u6295\u3001\u767e\u5ea6\u8ddf\u6295\uff0c\u817e\u8baf\u548c\u4eca\u65e5\u8d44\u672c\u539f\u6709\u6295\u8d44\u65b9\u7ee7\u7eed\u8ddf\u6295[79]\u3002\u8fd9\u662f\u77e5\u4e4e\u8fc4\u4eca\u4e3a\u6b62\u6700\u5927\u7684\u4e00\u8f6e\u878d\u8d44\uff0c\u4e5f\u662f\u4e2d\u6587\u4e92\u8054\u7f51\u6587\u5316\u548c\u5a31\u4e50\u9886\u57df\u91d1\u989d\u6700\u5927\u7684\u878d\u8d44\u4e4b\u4e00[91]\u3002<\/p>\n<p>###### \u878d\u8d44\u5386\u7a0b\u4e0e\u4f30\u503c<\/p>\n<p>\u77e5\u4e4e\u4ece2011\u5e741\u6708\u81f32019\u5e748\u6708\uff0c\u5171\u8fdb\u884c\u4e86\u4ece\u5929\u4f7f\u8f6e\u5230F\u8f6e\u76848\u8f6e\u878d\u8d44\uff0c\u5408\u8ba1\u52df\u8d44\u7ea69.2\u4ebf\u7f8e\u5143[25]\u3002\u4ee5\u4e0b\u662f\u77e5\u4e4e\u7684\u4e3b\u8981\u878d\u8d44\u4e8b\u4ef6\uff1a<\/p>\n<p>\u5929\u4f7f\u8f6e\uff1a2011\u5e74\uff0c\u83b7\u5f97\u521b\u65b0\u5de5\u5382\u7684\u5929\u4f7f\u6295\u8d44<\/p>\n<p>A\u8f6e\uff1a2012\u5e74\uff0c\u83b7\u5f97\u542f\u660e\u521b\u6295\u8fd1\u5343\u4e07\u7f8e\u5143\u6295\u8d44<\/p>\n<p>B\u8f6e\uff1a2014\u5e746\u6708\uff0c\u83b7\u5f97\u8d5b\u5bcc\u57fa\u91d1\u548c\u542f\u660e\u521b\u6295\u76842200\u4e07\u7f8e\u5143\u6295\u8d44<\/p>\n<p>C\u8f6e\uff1a2015\u5e749\u6708\uff0c\u83b7\u5f97\u817e\u8baf\u548c\u641c\u72d7\u76845500\u4e07\u7f8e\u5143\u6295\u8d44\uff0c\u4f30\u503c\u7ea650\u4ebf\u4eba\u6c11\u5e01<\/p>\n<p>D\u8f6e\uff1a2017\u5e741\u6708\uff0c\u83b7\u5f97\u4eca\u65e5\u8d44\u672c\u76841\u4ebf\u7f8e\u5143\u6295\u8d44<\/p>\n<p>E\u8f6e\uff1a2018\u5e747\u6708\uff0c\u83b7\u5f973\u4ebf\u7f8e\u5143\u6295\u8d44\uff0c\u4f30\u503c\u63a5\u8fd125\u4ebf\u7f8e\u5143<\/p>\n<p>F\u8f6e\uff1a2019\u5e748\u6708\uff0c\u83b7\u5f974.34\u4ebf\u7f8e\u5143\u6295\u8d44<\/p>\n<p>###### \u7528\u6237\u89c4\u6a21\u53d8\u5316<\/p>\n<p>\u77e5\u4e4e\u7684\u7528\u6237\u89c4\u6a21\u7ecf\u5386\u4e86\u5feb\u901f\u589e\u957f\uff0c\u4ece2011\u5e74\u7684\u5341\u4e07\u7ea7\u7528\u6237\uff0c\u52302014\u5e74\u76841000\u4e07\u7528\u6237\uff0c\u518d\u52302017\u5e74\u76841\u4ebf\u7528\u6237\uff0c\u6700\u540e\u52302019\u5e74\u76841.6\u4ebf\u7528\u6237[45]\u3002\u622a\u81f32019\u5e746\u6708\uff0c\u77e5\u4e4e\u7528\u6237\u89c4\u6a21\u8fbe2.8\u4ebf[45]\u3002<\/p>\n<p>\u77e5\u4e4e\u7684\u7528\u6237\u4e3b\u8981\u4e3a\u77e5\u8bc6\u578b\u4e2d\u4ea7\u9636\u7ea7\uff0c\u5e74\u8f7b\u4eba\u7fa4\u4f53\u5360\u6bd4\u5927\uff0c\u4e3b\u8981\u5206\u5e03\u5728\u6cbf\u6d77\u53d1\u8fbe\u5730\u533a\uff0c80%\u4ee5\u4e0a\u7528\u6237\u4e3a\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386[45]\u3002\u8fd9\u4e9b\u9ad8\u8d28\u91cf\u7684\u7528\u6237\u4e3a\u77e5\u4e4e\u7684\u5185\u5bb9\u8d28\u91cf\u548c\u5546\u4e1a\u5316\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n<p>###### \u6838\u5fc3\u4ea7\u54c1\u8fed\u4ee3<\/p>\n<p>\u77e5\u4e4e\u7684\u6838\u5fc3\u4ea7\u54c1\u7ecf\u5386\u4e86\u591a\u6b21\u8fed\u4ee3\u548c\u529f\u80fd\u4e0a\u7ebf\uff1a<\/p>\n<p>\u65e9\u671f\u4ea7\u54c1\uff1a2011\u5e74\u4e0a\u7ebf\u65f6\uff0c\u77e5\u4e4e\u91c7\u7528\u7eaf\u6587\u5b57\u7248\uff0c2012\u5e74\u6625\u5b63\u624d\u6dfb\u52a0\u56fe\u7247\u529f\u80fd[53]<\/p>\n<p>\u77e5\u8bc6\u4ed8\u8d39\u4ea7\u54c1\uff1a2016\u5e74\uff0c\u63a8\u51fa&quot;\u503c\u4e4e&quot;\uff08\u4ed8\u8d39\u95ee\u7b54\uff09\u3001&quot;\u77e5\u4e4eLive&quot;\u3001&quot;\u77e5\u4e4e\u4e66\u5e97&quot;\u7b49\u4ea7\u54c1[40]<\/p>\n<p>\u4ed8\u8d39\u4f1a\u5458\u670d\u52a1\uff1a2018\u5e74\uff0c\u63a8\u51fa&quot;\u77e5\u4e4e\u5927\u5b66&quot;\u4ed8\u8d39\u4f1a\u5458\u6253\u5305\u670d\u52a1[47]<\/p>\n<p>\u7535\u5b50\u4e66\u4ea7\u54c1\uff1a2018\u5e744\u6708\uff0c\u4e0a\u7ebf&quot;\u77e5\u4e4e\u8bfb\u4e66\u4f1a&quot;\u7535\u5b50\u4e66\u4ea7\u54c1[47]<\/p>\n<p>AI\u6280\u672f\u5e94\u7528\uff1a2018\u5e74\uff0c\u5f00\u59cb\u5728\u5185\u5bb9\u63a8\u8350\u548c\u793e\u533a\u7ba1\u7406\u4e2d\u5e94\u7528AI\u6280\u672f<\/p>\n<p>###### \u5546\u4e1a\u5316\u7b56\u7565\u6f14\u8fdb<\/p>\n<p>\u77e5\u4e4e\u7684\u5546\u4e1a\u5316\u7b56\u7565\u7ecf\u5386\u4e86\u4e09\u4e2a\u4e3b\u8981\u9636\u6bb5\uff1a<\/p>\n<p>\u5e7f\u544a\u6a21\u5f0f\uff1a2014\u5e74\u5f00\u542f\u4ee5\u5e7f\u544a\u6295\u653e\u4e3a\u4e3b\u7684\u8425\u6536\u6a21\u5f0f[26]<\/p>\n<p>\u77e5\u8bc6\u4ed8\u8d39\uff1a2016\u5e74\u8d77\uff0c\u9010\u6b65\u62d3\u5c55\u77e5\u8bc6\u4ed8\u8d39\u4e1a\u52a1\uff0c\u5305\u62ec&quot;\u503c\u4e4e&quot;\u3001&quot;\u77e5\u4e4eLive&quot;\u7b49\u4ea7\u54c1[40]<\/p>\n<p>\u591a\u5143\u5546\u4e1a\u5316\uff1a2018\u5e74\uff0c\u5546\u4e1a\u5316\u8fdb\u4e00\u6b65\u8d70\u5411\u591a\u5143\uff0c\u63a8\u51fa&quot;\u77e5\u4e4e\u8bfb\u4e66\u4f1a&quot;\u3001&quot;\u77e5\u4e4e\u5927\u5b66&quot;\u7b49\u4ea7\u54c1[47]<\/p>\n<p>#### \u4e0a\u5e02\u540e\u53d1\u5c55\uff082021\u81f3\u4eca\uff09<\/p>\n<p>###### \u878d\u8d44\u8868\u73b0\u4e0e\u5e02\u503c\u53d8\u5316<\/p>\n<p>\u77e5\u4e4e\u4e8e2021\u5e743\u670826\u65e5\u5728\u7ebd\u7ea6\u8bc1\u5238\u4ea4\u6613\u6240\u4e0a\u5e02\uff0c\u53d1\u884c\u4ef7\u4e3a\u6bcf\u80a1ADS 9.5\u7f8e\u5143\uff0c\u52df\u96c6\u8d44\u91d1\u5171\u8ba18.5\u4ebf\u7f8e\u5143\u3002\u4e0a\u5e02\u9996\u65e5\uff0c\u77e5\u4e4e\u80a1\u4ef7\u8868\u73b0\u4e0d\u4f73\uff0c\u5f00\u76d8\u540e\u8dcc\u8d8520%\uff0c\u6536\u76d8\u8dcc11.16%\u81f38.44\u7f8e\u5143\uff0c\u603b\u5e02\u503c47.18\u4ebf\u7f8e\u5143[3]\u3002<\/p>\n<p>\u4e0d\u8ba1\u7eff\u978b\u8d85\u914d\uff0c\u77e5\u4e4eIPO\u878d\u8d44\u7ea65.2\u4ebf\u7f8e\u5143\uff0c\u4f30\u503c53\u4ebf\u7f8e\u5143\uff0c\u8f83\u4e0a\u6b21\u878d\u8d44\u540e\u4f30\u503c\u589e\u957f\u903e50%[8]\u3002\u4e0a\u5e02\u540e\uff0c\u77e5\u4e4e\u7684\u5e02\u503c\u7ecf\u5386\u4e86\u6ce2\u52a8\uff0c\u4f46\u603b\u4f53\u4e0a\u4fdd\u6301\u5728\u4e00\u5b9a\u6c34\u5e73\u3002<\/p>\n<p>###### \u8d22\u52a1\u72b6\u51b5\u5206\u6790<\/p>\n<p>\u6839\u636e\u77e5\u4e4e2022\u5e74\u7684\u5e74\u5ea6\u62a5\u544a\u6570\u636e\uff1a<\/p>\n<p>\u6536\u5165\uff1a\u77e5\u4e4e\u7684\u6536\u5165\u4e3b\u8981\u6765\u81ea\u5e7f\u544a\u3001\u4ed8\u8d39\u4f1a\u5458\u3001\u5546\u4e1a\u5185\u5bb9\u89e3\u51b3\u65b9\u6848\u548c\u5176\u4ed6\u670d\u52a1<\/p>\n<p>\u4e8f\u635f\uff1a\u77e5\u4e4e\u4ecd\u7136\u5904\u4e8e\u4e8f\u635f\u72b6\u6001\uff0c\u4f46\u4e8f\u635f\u7387\u6709\u6240\u6536\u7a84<\/p>\n<p>\u73b0\u91d1\u6d41\uff1a\u77e5\u4e4e\u7684\u7ecf\u8425\u6d3b\u52a8\u73b0\u91d1\u6d41\u6709\u6240\u6539\u5584\uff0c\u663e\u793a\u51fa\u66f4\u597d\u7684\u8d22\u52a1\u5065\u5eb7\u72b6\u51b5<\/p>\n<p>2022\u5e74\uff0c\u77e5\u4e4e\u7684\u6536\u5165\u7ed3\u6784\u53d1\u751f\u4e86\u663e\u8457\u53d8\u5316\uff0c\u5546\u4e1a\u5185\u5bb9\u89e3\u51b3\u65b9\u6848\u6536\u5165\u5360\u6bd4\u63d0\u5347\uff0c\u6210\u4e3a\u91cd\u8981\u7684\u6536\u5165\u6765\u6e90\u3002\u540c\u65f6\uff0c\u4ed8\u8d39\u4f1a\u5458\u6536\u5165\u4e5f\u5728\u7a33\u6b65\u589e\u957f\u3002<\/p>\n<p>###### \u4e1a\u52a1\u91cd\u5fc3\u8c03\u6574<\/p>\n<p>\u4e0a\u5e02\u540e\uff0c\u77e5\u4e4e\u7684\u4e1a\u52a1\u91cd\u5fc3\u7ecf\u5386\u4e86\u591a\u6b21\u8c03\u6574\uff1a<\/p>\n<p>\u5185\u5bb9\u751f\u6001\u5efa\u8bbe\uff1a\u77e5\u4e4e\u52a0\u5927\u4e86\u5bf9\u5185\u5bb9\u751f\u6001\u7684\u6295\u5165\uff0c\u63a8\u51fa&quot;\u6d77\u76d0\u8ba1\u5212&quot;\u7b49\u63aa\u65bd\u63d0\u5347\u5185\u5bb9\u8d28\u91cf<\/p>\n<p>AI\u6280\u672f\u5e94\u7528\uff1a2023\u5e74\uff0c\u77e5\u4e4e\u5728AI\u6280\u672f\u9886\u57df\u52a0\u5927\u6295\u5165\uff0c\u63a8\u51faAI\u76f8\u5173\u4ea7\u54c1\u548c\u670d\u52a1<\/p>\n<p>\u56fd\u9645\u5316\u6218\u7565\uff1a\u77e5\u4e4e\u5f00\u59cb\u63a2\u7d22\u56fd\u9645\u5316\u5e02\u573a\uff0c\u5c1d\u8bd5\u5c06\u6210\u529f\u6a21\u5f0f\u590d\u5236\u5230\u5168\u7403<\/p>\n<p>\u5546\u4e1a\u5316\u5347\u7ea7\uff1a\u77e5\u4e4e\u8fdb\u4e00\u6b65\u4f18\u5316\u5546\u4e1a\u5316\u7b56\u7565\uff0c\u63d0\u5347\u5546\u4e1a\u5185\u5bb9\u89e3\u51b3\u65b9\u6848\u7684\u8d28\u91cf\u548c\u6548\u679c<\/p>\n<p>###### \u91cd\u5927\u4eba\u4e8b\u53d8\u52a8<\/p>\n<p>\u77e5\u4e4e\u5728\u4e0a\u5e02\u540e\u7ecf\u5386\u4e86\u51e0\u6b21\u91cd\u8981\u7684\u4eba\u4e8b\u53d8\u52a8\uff1a<\/p>\n<p>\u7ba1\u7406\u56e2\u961f\u8c03\u6574\uff1a\u90e8\u5206\u9ad8\u7ba1\u804c\u4f4d\u8fdb\u884c\u4e86\u8c03\u6574\uff0c\u4ee5\u9002\u5e94\u516c\u53f8\u53d1\u5c55\u7684\u65b0\u9636\u6bb5<\/p>\n<p>\u88c1\u5458\u4e8b\u4ef6\uff1a2023\u5e74\uff0c\u77e5\u4e4e\u8fdb\u884c\u4e86\u5c0f\u89c4\u6a21\u7684\u88c1\u5458\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728\u67d0\u4e9b\u4e1a\u52a1\u90e8\u95e8<\/p>\n<p>###### AI\u65f6\u4ee3\u7684\u8f6c\u578b<\/p>\n<p>2023\u5e74\uff0c\u968f\u7740AI\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u77e5\u4e4e\u4e5f\u5f00\u59cb\u4e86\u5728AI\u9886\u57df\u7684\u5e03\u5c40\uff1a<\/p>\n<p>AI\u4ea7\u54c1\u63a8\u51fa\uff1a\u77e5\u4e4e\u63a8\u51fa\u4e86\u57fa\u4e8eAI\u6280\u672f\u7684\u65b0\u4ea7\u54c1\u548c\u670d\u52a1<\/p>\n<p>\u5185\u5bb9\u8d28\u91cf\u63d0\u5347\uff1a\u5229\u7528AI\u6280\u672f\u63d0\u5347\u5185\u5bb9\u8d28\u91cf\uff0c\u51cf\u5c11\u4f4e\u8d28\u91cf\u5185\u5bb9<\/p>\n<p>\u7528\u6237\u4f53\u9a8c\u4f18\u5316\uff1a\u901a\u8fc7AI\u6280\u672f\u4f18\u5316\u7528\u6237\u63a8\u8350\u548c\u5185\u5bb9\u5c55\u793a\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c<\/p>\n<p>#### \u5bf9\u5916\u6295\u8d44\u4e0e\u5e76\u8d2d\u6d3b\u52a8<\/p>\n<p>###### \u4e3b\u8981\u5bf9\u5916\u6295\u8d44\u9879\u76ee<\/p>\n<p>\u77e5\u4e4e\u5728\u4e0a\u5e02\u524d\u5df2\u7ecf\u8fdb\u884c\u4e86\u591a\u8f6e\u878d\u8d44\uff0c\u4f46\u5bf9\u5916\u6295\u8d44\u548c\u5e76\u8d2d\u6d3b\u52a8\u76f8\u5bf9\u8f83\u5c11\u3002\u4e3b\u8981\u7684\u6295\u8d44\u6d3b\u52a8\u96c6\u4e2d\u5728\u5185\u5bb9\u751f\u6001\u548c\u76f8\u5173\u9886\u57df\u7684\u5e03\u5c40\u3002<\/p>\n<p>###### \u6295\u8d44\u6218\u7565\u53ca\u903b\u8f91\u6f14\u53d8<\/p>\n<p>\u77e5\u4e4e\u7684\u6295\u8d44\u6218\u7565\u4e3b\u8981\u56f4\u7ed5\u4ee5\u4e0b\u51e0\u65b9\u9762\uff1a<\/p>\n<p>\u5185\u5bb9\u751f\u6001\u5efa\u8bbe\uff1a\u6295\u8d44\u4e8e\u4f18\u8d28\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u5185\u5bb9\u5e73\u53f0<\/p>\n<p>\u6280\u672f\u5347\u7ea7\uff1a\u6295\u8d44\u4e8eAI\u6280\u672f\u548c\u6570\u636e\u5206\u6790\u7b49\u9886\u57df<\/p>\n<p>\u56fd\u9645\u5316\u6269\u5f20\uff1a\u5c1d\u8bd5\u901a\u8fc7\u6295\u8d44\u548c\u5408\u4f5c\u62d3\u5c55\u56fd\u9645\u5e02\u573a<\/p>\n<p>###### \u8bc4\u4f30\u6295\u8d44\u6d3b\u52a8\u7684\u5f71\u54cd<\/p>\n<p>\u77e5\u4e4e\u7684\u6295\u8d44\u6d3b\u52a8\u5bf9\u516c\u53f8\u6574\u4f53\u4e1a\u52a1\u4ea7\u751f\u4e86\u79ef\u6781\u5f71\u54cd\uff1a<\/p>\n<p>\u5185\u5bb9\u8d28\u91cf\u63d0\u5347\uff1a\u901a\u8fc7\u6295\u8d44\u4f18\u8d28\u5185\u5bb9\u521b\u4f5c\u8005\uff0c\u63d0\u5347\u4e86\u5e73\u53f0\u5185\u5bb9\u8d28\u91cf<\/p>\n<p>\u6280\u672f\u80fd\u529b\u589e\u5f3a\uff1a\u901a\u8fc7\u5728AI\u548c\u6280\u672f\u9886\u57df\u7684\u6295\u8d44\uff0c\u589e\u5f3a\u4e86\u516c\u53f8\u7684\u6280\u672f\u5b9e\u529b<\/p>\n<p>\u56fd\u9645\u5316\u5e03\u5c40\uff1a\u4e3a\u672a\u6765\u7684\u56fd\u9645\u5316\u6269\u5f20\u5960\u5b9a\u4e86\u57fa\u7840<\/p>\n<p>#### \u5173\u952e\u8f6c\u6298\u70b9\u5206\u6790<\/p>\n<p>\u77e5\u4e4e\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u6709\u4ee5\u4e0b\u51e0\u4e2a\u91cd\u8981\u7684\u6218\u7565\u8f6c\u6298\u70b9\uff1a<\/p>\n<p>\u4ece\u5c01\u95ed\u5230\u5f00\u653e\uff1a2013\u5e74\uff0c\u77e5\u4e4e\u4ece\u9080\u8bf7\u5236\u6ce8\u518c\u8f6c\u5411\u5f00\u653e\u6ce8\u518c\uff0c\u7528\u6237\u89c4\u6a21\u8fc5\u901f\u6269\u5927<\/p>\n<p>\u77e5\u8bc6\u4ed8\u8d39\u63a2\u7d22\uff1a2016\u5e74\uff0c\u77e5\u4e4e\u5f00\u59cb\u63a2\u7d22\u77e5\u8bc6\u4ed8\u8d39\u6a21\u5f0f\uff0c\u63a8\u51fa&quot;\u503c\u4e4e&quot;\u3001&quot;\u77e5\u4e4eLive&quot;\u7b49\u4ea7\u54c1<\/p>\n<p>\u5546\u4e1a\u5316\u591a\u5143\u5316\uff1a2018\u5e74\uff0c\u77e5\u4e4e\u63a8\u51fa&quot;\u77e5\u4e4e\u5927\u5b66&quot;\u7b49\u591a\u5143\u5316\u5546\u4e1a\u5316\u4ea7\u54c1\uff0c\u4e30\u5bcc\u6536\u5165\u6765\u6e90<\/p>\n<p>\u4e0a\u5e02\u878d\u8d44\uff1a2021\u5e74\uff0c\u77e5\u4e4e\u5728\u7ebd\u4ea4\u6240\u4e0a\u5e02\uff0c\u83b7\u5f97\u5927\u91cf\u8d44\u91d1\u652f\u6301\uff0c\u4e3a\u672a\u6765\u53d1\u5c55\u5960\u5b9a\u57fa\u7840<\/p>\n<p>AI\u6280\u672f\u5e03\u5c40\uff1a2023\u5e74\uff0c\u77e5\u4e4e\u5728AI\u6280\u672f\u9886\u57df\u8fdb\u884c\u5e03\u5c40\uff0c\u9002\u5e94\u884c\u4e1a\u53d1\u5c55\u8d8b\u52bf<\/p>\n<p>#### \u6838\u5fc3\u7ade\u4e89\u529b\u53d8\u5316<\/p>\n<p>###### \u521d\u671f\u7ade\u4e89\u529b<\/p>\n<p>\u5728\u521d\u671f\uff0c\u77e5\u4e4e\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u4e3b\u8981\u4f53\u73b0\u5728\uff1a<\/p>\n<p>\u9ad8\u8d28\u91cf\u5185\u5bb9\uff1a\u901a\u8fc7\u9080\u8bf7\u5236\u548c\u4f18\u8d28\u7528\u6237\uff0c\u4fdd\u8bc1\u4e86\u5185\u5bb9\u7684\u8d28\u91cf<\/p>\n<p>\u793e\u533a\u6587\u5316\uff1a\u5f62\u6210\u4e86\u72ec\u7279\u7684\u793e\u533a\u6587\u5316\u548c\u8ba8\u8bba\u6c1b\u56f4<\/p>\n<p>\u77e5\u540d\u7528\u6237\uff1a\u5438\u5f15\u4e86\u5927\u91cf\u4e92\u8054\u7f51\u884c\u4e1a\u77e5\u540d\u4eba\u58eb\uff0c\u589e\u5f3a\u4e86\u5e73\u53f0\u5f71\u54cd\u529b<\/p>\n<p>###### \u4e0a\u5e02\u540e\u7ade\u4e89\u529b<\/p>\n<p>\u4e0a\u5e02\u540e\uff0c\u77e5\u4e4e\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u53d1\u751f\u4e86\u53d8\u5316\uff1a<\/p>\n<p>\u6280\u672f\u9a71\u52a8\uff1a\u66f4\u52a0\u6ce8\u91cd\u6280\u672f\u9a71\u52a8\uff0c\u7279\u522b\u662f\u5728AI\u9886\u57df\u7684\u5e03\u5c40<\/p>\n<p>\u5185\u5bb9\u751f\u6001\uff1a\u6784\u5efa\u4e86\u66f4\u52a0\u5b8c\u5584\u7684\u5185\u5bb9\u751f\u6001\u4f53\u7cfb<\/p>\n<p>\u5546\u4e1a\u5316\u80fd\u529b\uff1a\u63d0\u5347\u4e86\u5546\u4e1a\u5316\u80fd\u529b\u548c\u6536\u5165\u591a\u5143\u5316\u6c34\u5e73<\/p>\n<p>\u7528\u6237\u89c4\u6a21\uff1a\u7528\u6237\u89c4\u6a21\u8fdb\u4e00\u6b65\u6269\u5927\uff0c\u8986\u76d6\u66f4\u5e7f\u6cdb\u7684\u7fa4\u4f53<\/p>\n<p>#### \u4e0e\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u7684\u5dee\u5f02\u5316<\/p>\n<p>\u77e5\u4e4e\u4e0e\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u7684\u5dee\u5f02\u5316\u7b56\u7565\u6bd4\u8f83\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/005-5733ec5bdad6.png\" alt=\"\" \/><\/p>\n<p>#### \u7ed3\u8bba<\/p>\n<p>\u77e5\u4e4e\u4ece2011\u5e74\u521b\u7acb\u81f3\u4eca\uff0c\u5df2\u7ecf\u8d70\u8fc7\u4e8614\u5e74\u7684\u53d1\u5c55\u5386\u7a0b\u3002\u4ece\u6700\u521d\u7684\u5c01\u95ed\u95ee\u7b54\u793e\u533a\uff0c\u5230\u4e0a\u5e02\u524d\u7684\u77e5\u8bc6\u5206\u4eab\u5e73\u53f0\uff0c\u518d\u5230\u4e0a\u5e02\u540e\u7684\u591a\u5143\u5316\u5185\u5bb9\u793e\u533a\uff0c\u77e5\u4e4e\u7ecf\u5386\u4e86\u591a\u6b21\u6218\u7565\u8f6c\u578b\u548c\u4e1a\u52a1\u8c03\u6574\u3002\u901a\u8fc7\u4e0d\u65ad\u4f18\u5316\u5185\u5bb9\u8d28\u91cf\u3001\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3001\u62d3\u5c55\u5546\u4e1a\u5316\u6e20\u9053\uff0c\u77e5\u4e4e\u6210\u529f\u5730\u4ece\u4e00\u4e2a\u5c0f\u578b\u4e92\u8054\u7f51\u793e\u533a\u53d1\u5c55\u6210\u4e3a\u4e00\u4e2a\u62e5\u6709\u6570\u4ebf\u7528\u6237\u7684\u5927\u578b\u5185\u5bb9\u5e73\u53f0\u3002<\/p>\n<p>\u5728AI\u6280\u672f\u5feb\u901f\u53d1\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u77e5\u4e4e\u6b63\u5728\u79ef\u6781\u5e03\u5c40AI\u9886\u57df\uff0c\u4e3a\u672a\u6765\u53d1\u5c55\u5960\u5b9a\u57fa\u7840\u3002\u5c3d\u7ba1\u4e0a\u5e02\u540e\u9762\u4e34\u4e00\u4e9b\u6311\u6218\uff0c\u4f46\u77e5\u4e4e\u4ecd\u7136\u4fdd\u6301\u4e86\u8f83\u5f3a\u7684\u5e02\u573a\u7ade\u4e89\u529b\u548c\u589e\u957f\u6f5c\u529b\u3002\u672a\u6765\uff0c\u77e5\u4e4e\u5c06\u7ee7\u7eed\u4f18\u5316\u5185\u5bb9\u751f\u6001\uff0c\u63d0\u5347\u5546\u4e1a\u5316\u80fd\u529b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u4f18\u8d28\u7684\u77e5\u8bc6\u5206\u4eab\u5e73\u53f0\u3002<\/p>\n<p>#### \u53c2\u8003\u6587\u732e<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.liu-qi.cn\/wp-content\/uploads\/2025\/04\/006-6a17fb6e1287.png\" alt=\"\" \/><\/p>\n<h2 id=\"topic-35d1259858\">\u8bc4\u59d4Claude\u8fdb\u884c\u8bc4\u4f30<\/h2>\n<h3>Prompt<\/h3>\n<pre><code>\u6211\u8fd9\u91cc\u6709\u4e24\u4efd\u5173\u4e8e\u77e5\u4e4e\u7684\u8c03\u7814\u62a5\u544a\uff0c\u8bf7\u5e2e\u6211\u5bf9\u6bd4\u4e00\u4e0b\u5b83\u4eec\u7684\u8c03\u7814\u8c03\u7814\u7ed3\u8bba\uff08\u5305\u62ec\u7ec6\u8282\uff09\u4e2d\u6709\u54ea\u4e9b\u77db\u76fe\u51b2\u7a81\u7684\u5730\u65b9\u3002\u8fd9\u662f\u62a5\u544aA\uff1aAutoGLM\u6c89\u601d\u7248\u8fd9\u662f\u62a5\u544aB\uff1aOPENAI\u7248\u5e76\u9644B\u751f\u6210\u7684\u56fe\u8868\u3002<\/code><\/pre>\n<h3>\u8bc4\u59d4\u53d1\u8a00<\/h3>\n<p>\u4ece\u4e24\u4efd\u8c03\u7814\u62a5\u544a\u6765\u770b\uff0c\u5b58\u5728\u591a\u5904\u77db\u76fe\u51b2\u7a81\u7684\u5185\u5bb9\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728\u4ee5\u4e0b\u65b9\u9762\uff1a <strong>1. \u57fa\u7840\u4fe1\u606f\u77db\u76fe<\/strong> \u521b\u7acb\u65f6\u95f4\uff1a\u62a5\u544aA\u79f0\u77e5\u4e4e\u4e8e&quot;2011\u5e741\u670826\u65e5\u6b63\u5f0f\u521b\u7acb&quot;\uff0c\u62a5\u544aB\u5219\u79f0&quot;\u77e5\u4e4e\u6210\u7acb\u4e8e2010\u5e74&quot;\uff0c2010\u5e748\u6708\u5728\u5317\u4eac\u521b\u7acb\uff0c12\u6708\u8fdb\u5165\u5185\u6d4b\uff0c2011\u5e741\u670826\u65e5&quot;\u6b63\u5f0f\u4e0a\u7ebf&quot; \u521b\u59cb\u56e2\u961f\uff1a\u62a5\u544aA\u4ec5\u63d0\u5230\u5468\u6e90\u4e00\u4eba\u4f5c\u4e3a\u521b\u59cb\u4eba\uff0c\u800c\u62a5\u544aB\u63d0\u5230&quot;\u5468\u6e90\u4e0e\u5f20\u4eae\u7b49\u4f19\u4f34\u5728\u5317\u4eac\u521b\u7acb\u77e5\u4e4e&quot;\uff0c\u521b\u59cb\u56e2\u961f\u5305\u62ec&quot;CEO\u5468\u6e90\u3001CTO\u674e\u7533\u7533\u3001COO\u9ec4\u7ee7\u65b0\u7b49&quot; <strong>2. IPO\u878d\u8d44\u4e0e\u4e0a\u5e02\u4fe1\u606f\u77db\u76fe<\/strong> IPO\u52df\u96c6\u8d44\u91d1\uff1a\u62a5\u544aA\u79f0&quot;\u52df\u96c6\u8d44\u91d1\u5171\u8ba18.5\u4ebf\u7f8e\u5143\uff08\u5168\u989d\u884c\u4f7f\u8d85\u989d\u914d\u552e\u6743\u540e\uff09&quot;\uff0c\u800c\u62a5\u544aB\u79f0&quot;\u52df\u8d44\u7ea65.22\u4ebf\u7f8e\u5143&quot; \u6e2f\u80a1\u4e0a\u5e02\uff1a\u62a5\u544aA\u5b8c\u5168\u672a\u63d0\u53ca\u77e5\u4e4e\u5728\u9999\u6e2f\u4e8c\u6b21\u4e0a\u5e02\u7684\u91cd\u8981\u4e8b\u4ef6\uff0c\u800c\u62a5\u544aB\u8be6\u7ec6\u8bb0\u5f55\u4e86&quot;\u77e5\u4e4e\u4e8e2022\u5e744\u670822\u65e5\u5728\u9999\u6e2f\u8054\u4ea4\u6240\u4e3b\u677f\u53cc\u91cd\u4e3b\u8981\u4e0a\u5e02\uff08\u80a1\u7968\u4ee3\u7801\uff1a2390\uff09&quot; <strong>3. \u8d22\u52a1\u72b6\u51b5\u77db\u76fe<\/strong> \u5f53\u524d\u76c8\u4e8f\u72b6\u6001\uff1a\u62a5\u544aA\u79f0&quot;\u77e5\u4e4e\u4ecd\u7136\u5904\u4e8e\u4e8f\u635f\u72b6\u6001\uff0c\u4f46\u4e8f\u635f\u7387\u6709\u6240\u6536\u7a84&quot;\uff0c\u800c\u62a5\u544aB\u660e\u786e\u6307\u51fa&quot;\u77e5\u4e4e\u57282024\u5e74\u7b2c\u56db\u5b63\u5ea6\u9996\u6b21\u5b9e\u73b0\u5168\u9762\u76c8\u5229\uff1a\u8be5\u5b63\u6536\u51658.6\u4ebf\u5143\uff0c\u51c0\u5229\u6da68640\u4e07\u5143&quot; \u8d22\u52a1\u6570\u636e\u8be6\u7ec6\u7a0b\u5ea6\uff1a\u62a5\u544aA\u63d0\u4f9b\u7684\u8d22\u52a1\u6570\u636e\u6781\u5176\u6709\u9650\uff0c\u4ec5\u7b3c\u7edf\u63d0\u53ca\u6536\u5165\u6765\u6e90\uff1b\u62a5\u544aB\u5219\u63d0\u4f9b\u4e862020-2024\u5e74\u5b8c\u6574\u7684\u8425\u6536\u548c\u4e8f\u635f\u6570\u636e <strong>4. \u6218\u7565\u91cd\u70b9\u4e0e\u4e1a\u52a1\u5e03\u5c40\u77db\u76fe<\/strong> \u6838\u5fc3\u4e1a\u52a1\u53d1\u5c55\uff1a\u62a5\u544aA\u5f3a\u8c03&quot;2023\u5e74\uff0c\u77e5\u4e4e\u5728AI\u6280\u672f\u9886\u57df\u52a0\u5927\u6295\u5165&quot;\uff1b\u800c\u62a5\u544aB\u5219\u7a81\u51fa&quot;\u77e5\u4e4e\u786e\u5b9a\u4e86&#039;\u804c\u4e1a\u6559\u80b2&#039;\u4f5c\u4e3a\u7b2c\u4e8c\u589e\u957f\u66f2\u7ebf&quot;\uff0c\u8be6\u7ec6\u63cf\u8ff0\u4e86\u77e5\u4e4e\u5728\u804c\u4e1a\u6559\u80b2\u9886\u57df\u7684\u5e03\u5c40 \u4e1a\u52a1\u8c03\u6574\uff1a\u62a5\u544aA\u7b80\u7565\u63d0\u5230&quot;\u77e5\u4e4e\u7684\u4e1a\u52a1\u91cd\u5fc3\u7ecf\u5386\u4e86\u591a\u6b21\u8c03\u6574&quot;\uff1b\u62a5\u544aB\u5219\u8be6\u7ec6\u63cf\u8ff0\u4e862022-2023\u5e74\u77e5\u4e4e\u4e3b\u52a8&quot;\u6536\u7f29\u6218\u7ebf\u3001\u63d0\u8d28\u589e\u6548&quot;\uff0c&quot;\u780d\u6389\u6216\u5f31\u5316\u4e0e\u6838\u5fc3\u95ee\u7b54\u4e3b\u4e1a\u534f\u540c\u4e0d\u5927\u7684\u4e1a\u52a1&quot; <strong>5. \u5bf9\u5916\u6295\u8d44\u4e0e\u5e76\u8d2d\u77db\u76fe<\/strong> \u6295\u8d44\u6d3b\u52a8\uff1a\u62a5\u544aA\u79f0&quot;\u77e5\u4e4e\u7684\u5bf9\u5916\u6295\u8d44\u548c\u5e76\u8d2d\u6d3b\u52a8\u76f8\u5bf9\u8f83\u5c11&quot;\uff0c\u672a\u5217\u4e3e\u5177\u4f53\u6848\u4f8b\uff1b\u62a5\u544aB\u5374\u8be6\u7ec6\u5217\u51fa\u4e86\u77e5\u4e4e\u5bf9\u54c1\u804c\u6559\u80b2\u3001\u8db4\u8db4\u6559\u80b2\u3001\u638c\u4e0a\u56ed\u4e01\u7b49\u804c\u4e1a\u6559\u80b2\u516c\u53f8\u7684\u6295\u8d44\u5e76\u8d2d <strong>6. \u5173\u952e\u6218\u7565\u8f6c\u6298\u70b9\u77db\u76fe<\/strong> \u5185\u5bb9\u76d1\u7ba1\u4e8b\u4ef6\uff1a\u62a5\u544aA\u5b8c\u5168\u672a\u63d0\u53ca2018\u5e74\u7684\u5185\u5bb9\u76d1\u7ba1\u98ce\u6ce2\uff1b\u62a5\u544aB\u5c06\u5176\u89c6\u4e3a\u91cd\u8981\u8f6c\u6298\u70b9\uff1a&quot;2018\u5e743\u6708\uff0c\u77e5\u4e4e\u56e0\u5e73\u53f0\u4e0a\u51fa\u73b0\u8fdd\u6cd5\u8fdd\u89c4\u4fe1\u606f\u88ab\u4e3b\u7ba1\u90e8\u95e8\u7ea6\u8c08\uff0c\u4e0b\u67b6\u6574\u65397\u5929&quot; \u76c8\u5229\u8f6c\u6298\u70b9\uff1a\u62a5\u544aA\u672a\u63d0\u53ca\u77e5\u4e4e\u5df2\u5b9e\u73b0\u76c8\u5229\u7684\u91cd\u5927\u7a81\u7834\uff1b\u62a5\u544aB\u5c06&quot;2024\u5e74\u626d\u4e8f\u4e3a\u76c8&quot;\u5217\u4e3a\u5173\u952e\u6218\u7565\u8f6c\u6298\u70b9 <strong>7. \u4e0a\u5e02\u540e\u53d1\u5c55\u8f68\u8ff9\u77db\u76fe<\/strong> \u4e1a\u52a1\u8c03\u6574\uff1a\u62a5\u544aA\u5bf9\u4e0a\u5e02\u540e\u77e5\u4e4e\u4e1a\u52a1\u8c03\u6574\u63cf\u8ff0\u6a21\u7cca\uff1b\u62a5\u544aB\u8be6\u7ec6\u8bb0\u5f55\u4e862022\u5e74\u77e5\u4e4e&quot;\u5927\u5e45\u88c1\u64a4\u89c6\u9891\u56e2\u961f&quot;\u548c\u5e02\u573a\u8d39\u7528\u7f29\u51cf\u7b49\u6218\u7565\u6536\u7f29\u4e3e\u63aa \u62a5\u544a\u65f6\u6548\u6027\uff1a\u62a5\u544aB\u6db5\u76d6\u81f3&quot;2025\u5e74\u7b2c\u4e00\u5b63\u5ea6&quot;\u7684\u60c5\u51b5\uff0c\u800c\u62a5\u544aA\u4ec5\u6a21\u7cca\u63d0\u53ca&quot;\u81f3\u4eca&quot;\uff0c\u4e14\u672a\u5305\u542b2024\u5e74\u7684\u5173\u952e\u53d8\u5316 <strong>8. 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