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class=\"wp-block-heading\">\u57fa\u5ea7\u6a21\u578b<\/h2>\n\n\n\n<p>IPO\u4e66\u4e2d\u5bf9\u57fa\u5ea7\u6a21\u578b\u7684\u66f4\u65b0\u6709\u4e00\u4e2a\u8be6\u7ec6\u7684\u63cf\u8ff0\uff0c\u6574\u4e2a\u6a21\u578b\u7684\u6f14\u5316\u53f2\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"333\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-6-1024x333.png\" alt=\"\" class=\"wp-image-234\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-6-1024x333.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-6-150x49.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-6-768x250.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-6-1536x500.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-6.png 1808w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5927\u6a21\u578b\u77e9\u9635\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"531\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-8-1024x531.png\" alt=\"\" class=\"wp-image-236\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-8-1024x531.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-8-150x78.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-8-768x398.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-8-1536x796.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-8.png 1826w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e0d\u77e5\u9053\u8bfb\u8005\u6709\u6ca1\u6709\u8fd9\u79cd\u611f\u53d7\uff1a\u5176\u5b9e\u6a21\u578b\u7684\u6f14\u8fdb\u4e3b\u8981\u8fd8\u662f\u9760\u7b97\u529b\u7684\u6f14\u8fdb\u5728\u652f\u6301\u3002Attention is All You Need \u8fd9\u7bc7\u6587\u7ae0\u5df2\u7ecf\u63a8\u51fa\u67658\u5e74\u4e86\uff0c\u4f46\u76ee\u524dLLM\u3001VLM\u7684\u8bad\u7ec3\u4f9d\u7136\u662f\u57fa\u4e8eAttention\u6765\u505a\u3002\u6a21\u578b\u80fd\u529b\u4e0d\u65ad\u5730\u63d0\u5347\uff0c\u53ea\u4e0d\u8fc7\u672c\u8d28\u4e0a\u662f\u56e0\u4e3a\u7b97\u529b\u7684\u6301\u7eed\u9012\u589e\uff08\u663e\u5b58\u548c\u7b97\u529b\uff09\uff0c\u5f53\u7136\u4e5f\u6709\u6570\u636e\u7684\u4e00\u70b9\u513f\u4f5c\u7528\uff0c\u53ea\u4e0d\u8fc7\u6570\u636e\u7684\u4f5c\u7528\u6ca1\u7b97\u529b\u90a3\u4e48\u201c\u74f6\u9888\u201d\u3002\u6240\u4ee5\uff0c\u7ecf\u5386\u8fc7\u8fd9\u4ef6\u4e8b\u513f\uff0c\u6211\u624d\u610f\u8bc6\u5230\u4e3a\u5565\u6469\u5c14\u5b9a\u5f8b\u91cd\u8981\uff0c\u4e3a\u5565Scaling law\u91cd\u8981\u4e86\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u5b9a\u5f8b\u51e0\u4e4e\u6307\u660e\uff08\u9884\u6d4b\uff09\u4e86\u534a\u5bfc\u4f53\u3001AI\u7684\u53d1\u5c55\u8f68\u8ff9\uff1a\u53ea\u8981\u6309\u7167\u8fd9\u4e2a\u65b9\u5411\u8d70\uff0c\u51c6\u6ca1\u9519\u3002<\/p>\n\n\n\n<p>\u8bf4\u56de\u667a\u8c31\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u5b83\u4eec\u5728\u6574\u4e2a\u5927\u6a21\u578b\u7684\u9886\u57df\u8fd8\u662f\u62ff\u5230\u4e86\u5f88\u591a\u7ed3\u679c\u7684\u3002\u66fe\u7ecf\u7075\u5149App\u7684\u4e00\u90e8\u5206\u5de5\u4f5c\u5c31\u662f\u57fa\u4e8eGLM-4.5V\u6765\u5b8c\u6210\u7684\uff0c\u53ea\u4e0d\u8fc7\u73b0\u5728\u5df2\u7ecf\u5b8c\u6210\u4e86\u5168\u90e8\u7684\u79fb\u9664\u2026\u2026<\/p>\n\n\n\n<p>IPO\u6587\u4ef6\u4e2d\u4e5f\u900f\u9732\u4e86\u4e00\u4e9b\u8bad\u7ec3\u7684\u7ec6\u8282\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"462\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-7-1024x462.png\" alt=\"\" class=\"wp-image-235\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-7-1024x462.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-7-150x68.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-7-768x346.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-7-1536x693.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-7.png 1770w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-14.png 1842w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u600e\u4e48\u7406\u89e3\u8fd9\u4e2aMaaS\u5e73\u53f0\uff1f\u6253\u4e2a\u6bd4\u65b9\uff1a\u5982\u679c\u5c06\u5404\u7c7b\u5927\u6a21\u578b\u6bd4\u4f5c\u662fExcel\u3001Word\u8fd9\u7c7b\u8f6f\u4ef6\uff0c\u90a3\u4e48MaaS\u5e73\u53f0\u5c31\u50cf\u662fWindows\u7cfb\u7edf\uff08\u4e2a\u4eba\u7406\u89e3\uff09\u3002\u8981\u8fd9\u4e48\u4e00\u4e2aMaaS\u5e73\u53f0\u4e3b\u8981\u5c31\u662f\u4e3a\u4e86\u66f4\u52a0\u65b9\u4fbf\u7684\u53bb\u8bbf\u95ee\u5927\u6a21\u578b\uff0c\u4ece\u800c\u63a8\u52a8\u5927\u6a21\u578b\u5728\u4ea7\u4e1a\u7684\u843d\u5730\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Agent\u5e94\u7528<\/h2>\n\n\n\n<p>\u6700\u8fd1\u667a\u80fd\u624b\u673aAgent\u633a\u706b\u7684\uff0c\u8c46\u5305\u524d\u7aef\u65f6\u95f4\u548c\u52aa\u6bd4\u4e9a\u624b\u673a\u4e00\u8d77\u5408\u4f5c\u51fa\u4e86\u4e00\u6b3e\u624b\u673a\uff0c\u636e\u8bf4\u88ab\u5356\u7206\u4e86\u3002\u5176\u5b9e\u5728\u8c46\u5305\u7684Agent\u624b\u673a\u7206\u706b\u4e4b\u524d\uff0c\u667a\u8c31\u5176\u5b9e\u5c31\u5df2\u7ecf\u6709\u52a8\u4f5c\u4e86\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Agent\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>\u4f30\u8ba1\u5927\u591a\u6570\u7528\u6237\u90fd\u975eAI\u9886\u57df\u7684\u7528\u6237\uff0c\u8fd9\u91cc\u6211\u7528\u4e00\u53e5\u5927\u767d\u8bdd\u4ecb\u7ecd\u4e00\u4e0bAgent\u3002Agent\u5c31\u662f\u4e00\u4e2a\u590d\u6742\u7684\u667a\u80fd\u4f53\uff0c\u80fd\u5b8c\u6210\u76f8\u5bf9\u590d\u6742\u7684\u4efb\u52a1\u3002\u4ec0\u4e48\u53eb\u76f8\u5bf9\u590d\u6742\u7684\u4efb\u52a1\uff1f\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4f60\u5c31\u61c2\u4e86\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u4efb\u52a1\uff1a\u660e\u5929\u676d\u5dde\u5929\u6c14\u600e\u4e48\u6837\uff1f<\/p>\n\n\n\n<p>\u590d\u6742\u4efb\u52a1\uff1a\u660e\u5929\u6211\u60f3\u9732\u8425\uff0c\u8bf7\u7efc\u5408\u8003\u8651\u8f66\u7a0b\u3001\u666f\u8272\u3001\u62e5\u6324\u5ea6\u7b49\u591a\u65b9\u56e0\u7d20\u5e2e\u6211\u63a8\u8350\u4e00\u4e2a\u5730\u65b9\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e00\u53e5\u8bdd\u6982\u62ecAgent\uff1a\u5c31\u662f\u90a3\u4e9b\u80fd\u591f\u5e2e\u4f60\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u4f53\/\u667a\u80fd\u8f6f\u4ef6\/\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u770bIPO\u6587\u4ef6\uff0c\u53d1\u73b0\u667a\u8c31\u5176\u5b9e\u5df2\u7ecf\u5728Agent\u9886\u57df\u6709\u6240\u53d1\u529b\u3002\u6211\u4e2a\u4eba\u7684\u770b\u6cd5\u4e5f\u662f\u975e\u5e38\u770b\u597dAgent\uff0c\u56e0\u4e3a\u5f88\u591a\u7528\u6237\u7684\u9700\u6c42\u5c31\u662f\u65e0\u6cd5\u901a\u8fc7\u7b80\u5355\u7684\u641c\u7d22\u6765\u5b8c\u6210\uff0c\u5fc5\u987b\u8981\u7ecf\u8fc7\u591a\u6b65\u7684\u601d\u8003\u3001\u63a8\u7406\u3001\u5224\u65ad\u3001\u603b\u7ed3\u624d\u80fd\u5f97\u5230\u6700\u540e\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>IPO\u6587\u4ef6\u91cc\u9762\u8fd9\u4e48\u4ecb\u7ecd\u5b83\u4eec\u7684\u667a\u80fd\u4f53\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"581\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-1-1024x581.png\" alt=\"\" class=\"wp-image-228\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1-1024x581.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1-150x85.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1-768x436.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1-1536x872.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1.png 1794w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u540c\u65f6\u4e5f\u900f\u9732\u5230\u8bad\u7ec3AutoGLM\u7684\u96be\u70b9\u6709\u4e09\uff1a<\/p>\n\n\n\n<p>\uff081\uff09\uff08\u8bad\u7ec3\u6570\u636e\u4e2d\uff09\u7f3a\u5c11\u51b3\u7b56\u6570\u636e\uff1b<\/p>\n\n\n\n<p>\uff082\uff09\u8bad\u7ec3LLM\uff08\u6216\u8005VLM\uff09\u4e0e\u8bad\u7ec3Agent\u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u6bd4\u5982\u5728\u4e2d\u95f4\u63a5\u53e3\u8bbe\u8ba1\u3002\u56e0\u4e3a\u667a\u80fd\u4f53\u7684\u89c4\u5212\u4e0e\u52a8\u4f5c\u6267\u884c\u662f\u4e24\u5957\u5b8c\u5168\u4e0d\u540c\u7684\u4f53\u7cfb\u7ed3\u6784\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"155\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-2-1024x155.png\" alt=\"\" class=\"wp-image-229\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-2-1024x155.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-2-150x23.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-2-768x116.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-2-1536x232.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-2.png 1816w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u4e00\u70b9\uff0c\u6211\u5728\u5de5\u4f5c\u4e2d\u8fd8\u6ca1\u6709\u611f\u540c\u8eab\u53d7\uff0c\u7b80\u5355\u8bb0\u4e00\u4e0b\u5427\u3002<\/p>\n\n\n\n<p>\uff083\uff09\u9c81\u68d2\u6027<\/p>\n\n\n\n<p>Agent\u4e0d\u53ef\u80fd\u6c38\u8fdc\u6b63\u786e\uff0c\u8981\u4e48\u5728\u89c4\u5212\u65f6\u51fa\u4e86\u95ee\u9898\uff0c\u8981\u4e48\u662f\u5728\u6267\u884c\u52a8\u4f5c\u65f6\u51fa\u4e86\u95ee\u9898\uff0c\u90a3\u4e48\u4e3a\u4e86\u4fdd\u8bc1\u6a21\u578b\u7684\u9c81\u68d2\u6027\uff0c 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class=\"wp-block-heading\">\u8d22\u52a1\u6570\u636e<\/h1>\n\n\n\n<p>\u4e0b\u9762\u76f4\u63a5\u7c98\u8d34\u4e00\u4e0b\u4ece\u62db\u80a1\u4e66\u4e2d\u5f97\u5230\u7684\u6570\u5b57\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"728\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-11-1024x728.png\" alt=\"\" class=\"wp-image-240\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-11-1024x728.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-11-150x107.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-11-768x546.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-11-1536x1093.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-11.png 1912w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-150x59.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-768x301.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-1536x601.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image.png 1804w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"499\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-9-1024x499.png\" alt=\"\" class=\"wp-image-238\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-9-1024x499.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-9-150x73.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-9-768x374.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-9-1536x748.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-9.png 1762w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6211\u770b\u5b8c\u4e0a\u9762\u8fd9\u4e24\u5f20\u8868\u662f\u5f88\u61f5\u7684\uff0c\u4e3a\u5565\u4e91\u7aef\u90e8\u7f72\u7684\u673a\u6784\u5ba2\u6237\u8fd9\u4e48\u591a\uff0c\u4f46\u662f\u6536\u5165\u5360\u6bd4\u8fd9\u4e48\u5c0f\uff1f\u6211\u95ee\u4e86\u4e0b\u5343\u95ee\uff0c\u662f\u8fd9\u4e48\u56de\u590d\u7684\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"924\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-13-1024x924.png\" alt=\"\" class=\"wp-image-242\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-13-1024x924.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-13-150x135.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-13-768x693.png 768w, 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"253\" src=\"http:\/\/101.132.154.235\/wp-content\/uploads\/2025\/12\/image-10-1024x253.png\" alt=\"\" class=\"wp-image-239\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-10-1024x253.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-10-150x37.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-10-768x189.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-10-1536x379.png 1536w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2025\/12\/image-10.png 1800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 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