{"id":1033,"date":"2025-12-10T11:29:23","date_gmt":"2025-12-10T03:29:23","guid":{"rendered":"https:\/\/blogs.findpowerai.com\/?p=1033"},"modified":"2025-12-10T11:44:40","modified_gmt":"2025-12-10T03:44:40","slug":"2026%e5%b9%b4%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%ba%a7%e4%b8%9a%e5%8f%91%e5%b1%95%e8%b6%8b%e5%8a%bf%e5%a6%82%e4%bd%95%ef%bc%9f%e8%bf%99%e9%87%8c%e6%9c%8930%e6%9d%a1%e6%9c%aa%e6%9d%a5%e9%a2%84","status":"publish","type":"post","link":"https:\/\/blogs.findpowerai.com\/?p=1033","title":{"rendered":"2026\u5e74\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u53d1\u5c55\u8d8b\u52bf\u5982\u4f55\uff1f\u8fd9\u91cc\u670930\u6761\u672a\u6765\u9884\u6d4b\uff081\uff09"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">1.<strong>\u5b9a\u4e49\uff1a\u201c\u9ed8\u8ba4\u5f0fAI\uff08Default AI\uff09\u201d<\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1.1\u6982\u5ff5\u5b9a\u4e49\uff1a\u9ed8\u8ba4\u5f0fAI\uff08Default AI\uff09<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImANVn6MIx1WsphSXjfa3HEWiaQBy5tiaYibVm2DGyZSFS4ssnDia5t6OALA\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=12\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><strong>\u8fd9\u4e2a\u5e95\u5c42\u903b\u8f91\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n<p>\u7532\u5b50\u5149\u5e74\u5c06\u5176\u5b9a\u4e49\u4e3a\uff1a<strong>\u9ed8\u8ba4\u5f0fAI\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u201c\u9ed8\u8ba4\u5f0fAI\u201d\uff08Default 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class=\"wp-block-heading\"><strong>1.2\u9ed8\u8ba4\u5373\u667a\u80fd\uff1a\u667a\u80fd\u6210\u4e3a\u5e38\u6001\uff0cAI\u8d70\u5411\u65e5\u7528\u800c\u4e0d\u89c9<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImd00iaADE8ibQxF6I6ABBvRW0SIRUm1iaMvkoIPvhtny0k6IMficeREF9Jg\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=13\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>2023\u5e74\u6211\u4eec\u611f\u53d7\u5230\u7684AI\u662f\u60ca\u8bb6\u3001\u5c1d\u9c9c\uff1b2024\u5e74\u6211\u4eec\u611f\u53d7\u5230\u7684AI\u662f\u5546\u4e1a\u7684\u62f7\u95ee\uff1b2025\u5e74\u6211\u4eec\u611f\u53d7\u5230\u7684AI\u662f\u4e00\u79cd\u201c\u9ed8\u8ba4\u201d\u2014\u2014<strong>\u9ed8\u8ba4\u5373\u667a\u80fd\uff1a\u667a\u80fd\u6210\u4e3a\u5e38\u6001\uff0cAI\u8d70\u5411\u65e5\u7528\u800c\u4e0d\u89c9\u3002<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u6211\u4eec\u6253\u5f00\u4e00\u4e2a\u7f51\u9875\uff0c\u6ca1\u6709AI\uff0c\u4f60\u4f1a\u89c9\u5f97\u5f88\u5947\u602a\uff1b\u5982\u679c\u4f60\u7684\u4e00\u4f4d\u670b\u53cb\u6ca1\u6709\u4f7f\u7528\u8fc7AI\uff0c\u4f60\u4f1a\u89c9\u5f97\u5f88\u53cd\u5e38\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u663e\u793a\uff1a\u8d85\u8fc7\u4e00\u534a\u7684\u7f8e\u56fd\u6210\u5e74\u4eba\uff08<strong>61%<\/strong>\uff09\u5728\u8fc7\u53bb\u516d\u4e2a\u6708\u4e2d\u4f7f\u7528\u8fc7\u4eba\u5de5\u667a\u80fd\uff0c\u8fd1<strong>\u4e94\u5206\u4e4b\u4e00<\/strong>\u7684\u4eba\u6bcf\u5929\u90fd\u4f9d\u8d56\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1.3\u9ed8\u8ba4\u5f0fAI\u7279\u5f81\uff1a\u5173\u95ed\u624d\u662f\u4f8b\u5916\uff0c\u4e0d\u7528\u624d\u662f\u4f8b\u5916\uff0c\u4e0d\u4f1a\u624d\u662f\u4f8b\u5916<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImCLfh4YIiap9nYfuw5rwIkH2Q5FPd1LBLuR3ylq9ib6gGOVG4GKibJA4cw\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=14\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u201c\u9ed8\u8ba4\u5f0fAI\u201d\u5177\u6709\u4e09\u5927\u7279\u5f81\uff1a<\/p>\n\n\n\n<p><strong>1.\u975e\u9009\u62e9\u6027\uff08Non-optional\uff09<\/strong>\uff1a\u7528\u6237\u4e0d\u518d\u201c\u51b3\u5b9a\u662f\u5426\u4f7f\u7528AI\u201d\uff0c\u800c\u662f\u5728\u65e5\u5e38\u64cd\u4f5c\u4e2d\u81ea\u52a8\u4e0eAI\u4ea4\u4e92\u3002\u4f8b\u5982\uff1a\u8f93\u5165\u6846\u9ed8\u8ba4AI\u8865\u5168\u3001\u76f8\u673a\u9ed8\u8ba4AI\u8bc6\u522b\u3001\u641c\u7d22\u7ed3\u679c\u9ed8\u8ba4AI\u91cd\u5199\u3002<br><strong>2.\u4f4e\u611f\u77e5\uff08Invisible\uff09<\/strong>\uff1aAI\u7684\u53c2\u4e0e\u88ab\u9690\u5f62\u5316\u548c\u5e95\u5c42\u5316\uff0c\u7528\u6237\u751a\u81f3\u4e0d\u5bdf\u89c9AI\u5728\u8d77\u4f5c\u7528\u3002\u4f8b\u5982\uff1aiPhone\u7167\u7247\u81ea\u52a8\u5206\u7c7b\u3001\u90ae\u4ef6\u7684\u667a\u80fd\u6392\u5e8f\u3001\u6587\u6863\u81ea\u52a8\u6458\u8981\u3002<br><strong>3.\u7cfb\u7edf\u7ed1\u5b9a\uff08System-integrated\uff09<\/strong>\uff1aAI\u4e0d\u4ee5\u72ec\u7acb\u5e94\u7528\u7684\u5f62\u5f0f\u5b58\u5728\uff0c\u800c\u662f\u5d4c\u5165\u64cd\u4f5c\u7cfb\u7edf\u3001\u5e73\u53f0\u6216\u8bbe\u5907\u7684\u57fa\u7840\u5c42\u3002\u4f8b\u5982\uff1aWindows 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alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>2025\u5e74\uff0c\u53ef\u80fd\u5f88\u591a\u4eba\u6709\u4e00\u79cd\u76f4\u89c2\u611f\u89c9\uff0c\u4e1a\u754c\u8bae\u9898\u5927\u6bd4\u4f8b\u5730\u804aAI\u5e94\u7528\u3001AI\u843d\u5730\uff0c\u4f46\u7b2c\u4e00\u4e2a\u5224\u65ad\u9996\u5148\u6211\u4eec\u8fd8\u662f\u60f3\u5f3a\u8c03\u4e00\u70b9\u2014\u2014<strong>\u667a\u80fd\u672c\u8eab\u7684\u63d0\u5347\u3002<\/strong><\/p>\n\n\n\n<p>\u667a\u80fd\u7684\u57fa\u7ebf\u51b3\u5b9a\u4e86\u201cAI\u80fd\u505a\u5230\u4ec0\u4e48\u201d\u3002\u6ca1\u6709\u66f4\u5f3a\u7684\u63a8\u7406\u3001\u8bb0\u5fc6\u3001\u7406\u89e3\u80fd\u529b\uff0cAgent\u53ea\u662f\u66f4\u7cbe\u5de7\u7684\u6d41\u7a0b\u56fe\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u4f9d\u7136\u9700\u8981\u201c\u66f4\u9ad8\u4e00\u7ea7\u7684\u667a\u80fd\u201d\u3002<\/p>\n\n\n\n<p>OECD\uff08\u7ecf\u5408\u7ec4\u7ec7\uff09\u57282025\u5e74\u53d1\u5e03\u4e86<strong>AI\u80fd\u529b\u6307\u6807<\/strong>\uff1a\u7528<strong>\u4e5d\u4e2a\u7ef4\u5ea6<\/strong>\u63cf\u8ff0\u4e86\u5f53\u524dAI\u7684\u80fd\u529b\u8fdb\u9636\uff0c\u5305\u62ec<strong>\u8bed\u8a00\u80fd\u529b\uff0c\u793e\u4f1a\u4e92\u52a8\u80fd\u529b\uff0c\u95ee\u9898\u89e3\u51b3\u80fd\u529b\uff0c\u521b\u9020\u529b\uff0c\u5143\u8ba4\u77e5\u4e0e\u6279\u5224\u6027\u601d\u7ef4\uff0c\u77e5\u8bc6\u3001\u5b66\u4e60\u4e0e\u8bb0\u5fc6\u80fd\u529b\uff0c\u89c6\u89c9\u80fd\u529b\uff0c\u64cd\u4f5c\u80fd\u529b\u4ee5\u53ca\u673a\u5668\u4eba\u667a\u80fd\u3002<\/strong>\u8fd9\u4e9b\u7ef4\u5ea6\u5171\u540c\u5b9a\u4e49\u4e86\u201c\u667a\u80fd\u672c\u8eab\u201d\u7684\u57fa\u7ebf\u3002<\/p>\n\n\n\n<p>\u5982\u56fe\u6240\u793a\uff0c2025\u5e74\uff0c\u56f4\u7ed5\u8fd9\u4e9b\u7ef4\u5ea6\uff0c<strong>\u5404\u4e2a\u524d\u6cbf\u6a21\u578b\u4e0d\u4ec5\u6ca1\u6709\u505c\u6ede\u8fed\u4ee3\uff0c\u8fd8\u5728\u5f3a\u52b2\u5730\u8fdb\u6b65\uff0c\u4e14\u7ade\u4e89\u6bd4\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u52a0\u6fc0\u70c8<\/strong>\u2014\u2014\u667a\u80fd\u8fd9\u4ef6\u4e8b\u672c\u8eab\u8fd8\u8fdc\u672a\u5230\u5929\u82b1\u677f\u3002<\/p>\n\n\n\n<h3 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alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u5728\u5927\u6a21\u578b\u7814\u53d1\u7684\u6700\u6838\u5fc3\u5c42\u2014\u2014<strong>\u67b6\u6784\u5c42<\/strong>\uff0c\u4ecd\u7136\u5b58\u5728\u5173\u952e\u53d8\u91cf\u3002<\/p>\n\n\n\n<p>Transformer\u4f9d\u65e7\u662f\u5f53\u4e0b\u7684\u7edd\u5bf9\u4e3b\u6d41\uff1a\u51e0\u4e4e\u6240\u6709\u6700\u5f3a\u901a\u7528\u6a21\u578b\u4ecd\u57fa\u4e8eTransformer\u6216\u5176\u53d8\u4f53\u3002\u4f46\u968f\u7740\u5e94\u7528\u89c4\u6a21\u653e\u5927\uff0c\u5b83\u7684\u77ed\u677f\u4e5f\u88ab\u653e\u5927\uff1a\u6bd4\u5982<strong>\u7b97\u529b\u6210\u672c\u3001\u63a8\u7406\u6548\u7387\u548c\u5b58\u50a8\u74f6\u9888<\/strong>\u3002<\/p>\n\n\n\n<p>\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u4eba\u4eec\u5728\u4e0d\u540c\u7684\u8def\u5f84\u4e0a\u63a2\u7d22\uff1a<strong>\u4e00\u65b9\u9762\uff0cTransformer\u8def\u7ebf\u672c\u8eab\u5728\u6301\u7eed\u8fdb\u5316\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u975eTransformer\u67b6\u6784\u4e5f\u5728\u540c\u6b65\u53d1\u5c55\u3002\u5982\u4eca\uff0c\u4e24\u6761\u8def\u7ebf\u4e5f\u6b63\u5728\u878d\u5408\uff0c\u8d70\u5411\u6df7\u5408\u67b6\u6784\u3002<\/strong><\/p>\n\n\n\n<p>\u8def\u7ebf\u5206\u5316\u7684\u5185\u5728\u903b\u8f91\u662f\uff0c<strong>Transformer\u8def\u7ebf\u66f4\u591a\u8ffd\u6c42\u7684\u662f\u201c\u667a\u80fd\u7684\u4e0a\u9650\u201d\uff0c\u975eTransformer\u8def\u7ebf\u8ffd\u6c42\u7684\u662f\u201c\u667a\u80fd\u7684\u6548\u7387\u201d\u2014\u2014\u5728\u63d0\u4f9b\u540c\u7b49\u6027\u80fd\u7684\u540c\u65f6\uff0c\u628a\u8ba1\u7b97\u590d\u6742\u5ea6\u964d\u4f4e\u4e3a\u7ebf\u6027\u590d\u6742\u5ea6\uff0c\u5728\u53ef\u627f\u53d7\u6210\u672c\u5185\u628a\u667a\u80fd\u94fa\u5230\u66f4\u591a\u573a\u666f\u548c\u7ec8\u7aef\u3002<\/strong>\u4e24\u6761\u8def\u7ebf\u6b63\u5bf9\u5e94\u7532\u5b50\u5149\u5e74\u667a\u5e93\u4e4b\u524d\u63d0\u53ca\u7684AI\u7684\u201c\u8fdb\u51fb\u201d\u548c\u201c\u666e\u60e0\u201d\u4e24\u4e2a\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0cRockAI\u4e3a\u975eTransformer\u56fd\u4ea7\u5316\u7684\u8868\u7387\uff0c\u7387\u5148\u63a8\u51fa\u4e2d\u56fd\u81ea\u4e3b\u67b6\u6784\u5927\u6a21\u578b\uff0c\u4e14\u5728PC\u3001\u5e73\u677f\u3001\u673a\u5668\u4eba\u3001\u6811\u8393\u6d3e\u7b49\u7ec8\u7aef\u4e0a\u7387\u5148\u843d\u5730\u3002RockAI\u4ee5\u201c\u8ba9\u4e16\u754c\u4e0a\u6bcf\u4e00\u53f0\u8bbe\u5907\u62e5\u6709\u81ea\u5df1\u7684\u667a\u80fd\u201d\u4e3a\u4f7f\u547d\uff0c\u4e8e2024\u5e741\u6708\u53d1\u5e03\u56fd\u5185\u9996\u4e2a\u975eTransformer\u67b6\u6784\u5927\u6a21\u578bYan 1.0\uff0c2025\u5e747\u6708\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u62e5\u6709\u539f\u751f\u8bb0\u5fc6\u529b\u7684\u5927\u6a21\u578bYan 2.0 Preview\u3002<\/p>\n\n\n\n<p>2025\u5e74\uff0cAI\u6a21\u578b\u67b6\u6784\u6b63\u5728\u201cBeyond Transformer\u201d\uff0c\u4f46\u5c1a\u672a\u201cAfter Transformer\u201d\uff0ctransformer\u4ecd\u672a\u88ab\u201c\u673a\u5236\u7ea7\u201d\u98a0\u8986\u3002\u4f46<strong>\u6700\u503c\u5f97\u671f\u5f85\u7684\u521b\u65b0\uff0c\u6070\u6070\u662f\u8df3\u51fa\u8def\u5f84\u4f9d\u8d56\u3001\u6539\u5199\u89c4\u5219\u7684\u521b\u65b0<\/strong>\u2014\u2014\u5982\u679c\u201cAfter Transformer\u201d\u6700\u7ec8\u5f62\u6210\uff0c\u5b83\u53ef\u80fd\u5df2\u7ecf\u5728\u4eca\u5929\u5c55\u73b0\u51fa\u4e86\u96cf\u5f62\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad3\u3011\u667a\u80fd\u4e0e\u667a\u80fd\u4f53\u4e92\u76f8\u953b\u9020\uff1a\u667a\u80fd\u8d4b\u4e88\u884c\u52a8\u4ee5\u53ef\u80fd\uff0c\u884c\u52a8\u56de\u9988\u667a\u80fd\u4ee5\u6f14\u5316<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JIm75qkI36xQoe9b4wZlUf8GC47qLVt0tyI1WaJlTmt4djDvadiaubaYaw\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=21\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u667a\u80fd\uff08intelligence\uff09\u4e0e\u667a\u80fd\u4f53\uff08agent\uff09\uff0c\u7edd\u4e0d\u4ec5\u4ec5\u662f\u201c\u5927\u8111\uff0b\u884c\u52a8\u201d\u7684\u7b80\u5355\u5206\u5de5\uff0c\u66f4\u597d\u7684\u6bd4\u55bb\u662f<strong>\u201c\u751f\u6210\u5668\u201d\u4e0e\u201c\u6821\u9a8c\u5668\u201d<\/strong>\u2014\u2014\u5b83\u4eec\u4e92\u4e3a\u6761\u4ef6\u3001\u4e92\u76f8\u953b\u9020\uff0c\u5728\u9012\u5f52\u5faa\u73af\u4e2d\u5171\u540c\u8d70\u5411\u66f4\u9ad8\u9636\u7684\u590d\u6742\u6027\u4e0e\u901a\u7528\u6027\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e00\uff0c\u57fa\u6a21\u7684\u667a\u80fd\uff0c\u76f4\u63a5\u51b3\u5b9a\u667a\u80fd\u4f53\u7684\u4e0a\u9650\u4e0e\u53ef\u9760\u6027\u3002<\/strong><\/p>\n\n\n\n<p>\u6709\u4e86\u667a\u80fd\uff0cagent\u624d\u83b7\u5f97\u201c\u60f3\u8c61\u80fd\u529b\u201d\u2014\u2014\u6bd4\u5982\u201c\u5982\u679c\u6211\u5728\u72b6\u6001s\u91c7\u53d6\u52a8\u4f5ca\uff0c\u671f\u671b\u56de\u62a5\u4f1a\u662f\u4ec0\u4e48\u201d\uff0c\u8fd9\u8ba9\u667a\u80fd\u4f53\u80fd\u5728\u591a\u4e2a\u5907\u9009\u52a8\u4f5c\u4e4b\u95f4\u505a\u6743\u8861\uff0c\u53ef\u80fd\u6027\u7a7a\u95f4\u56e0\u6b64\u88ab\u6253\u5f00\uff0c\u8fd9\u6b63\u662f\u76ee\u6807\u5bfc\u5411\u548c\u81ea\u4e3b\u6027\u7684\u6839\u6e90\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e8c\uff0c\u667a\u80fd\u4f53\u53c8\u53cd\u8fc7\u6765\u953b\u9020\u667a\u80fd\u672c\u8eab\u3002<\/strong><\/p>\n\n\n\n<p>\u57fa\u7840\u6a21\u578b\u7684\u4f18\u5316\uff0c\u5e76\u4e0d\u662f\u5173\u8d77\u95e8\u6765\u8bad\u7ec3\uff0c\u800c\u662f\u4e0d\u65ad\u4ece\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u7684\u4ea4\u4e92\u4e2d\u5f62\u6210\u201c\u4efb\u52a1\u6267\u884c\u2192\u884c\u4e3a\u7ed3\u679c\u2192\u6570\u636e\u56de\u6d41\u2192\u57fa\u6a21\u8fed\u4ee3\u2192\u80fd\u529b\u8dc3\u8fc1\u201d\u7684\u6b63\u5faa\u73af\u3002<\/p>\n\n\n\n<p><strong>\u667a\u80fd\u4f53\u6784\u6210\u201c\u5916\u73af\u201d\uff0c\u667a\u80fd\u662f\u201c\u5185\u73af\u201d\u3002<\/strong>\u5916\u73af\u7684\u5b9e\u8df5\u4e0d\u4ec5\u4fee\u6b63\u81ea\u5df1\u7684\u52a8\u4f5c\uff0c\u8fd8\u80fd\u56de\u704c\u5230\u667a\u80fd\u7cfb\u7edf\uff0c\u4fee\u6b63\u5185\u73af\u7684\u89c4\u5219\u672c\u8eab\u3002\u6211\u4eec\u4e0d\u80fd\u4f4e\u4f30\u4e86\u8fd9\u79cd\u201c\u56de\u704c\u201d\u2014\u2014\u79d1\u5b66\u53f2\u4e0a\u7684<strong>\u5b9e\u9a8c\u53cd\u5e38\u5012\u903c\u7406\u8bba\u9769\u547d<\/strong>\u5c31\u662f\u8fd9\u6761\u56de\u8def\u7684\u4f53\u73b0\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e09\uff0c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff0c\u63d0\u4f9b\u4e86\u201c\u667a\u80fd\u4f53\u53cd\u54fa\u667a\u80fd\u201d\u7684\u4e00\u4e2a\u89c6\u89d2\u3002<\/strong><\/p>\n\n\n\n<p>\u6765\u81ea\u6e05\u534e\u7684\u4e00\u9879\u7814\u7a76\u89c2\u5bdf\u5230\u4e86\u201c\u534f\u4f5c\u7f29\u653e\u5b9a\u5f8b\u201d\uff1a\u5927\u6a21\u578b\u4e0d\u53ea\u662f\u201c\u5355\u4f53\u53d8\u5927\u201d\u53ef\u4ee5\u9075\u5faascaling 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src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImPb8RRpwaruGlNlhPlRF9TLbqhAehMPMNk05NnicklfiaibzsYfeRWPiatw\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=22\" 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middle\uff0c\u591a\u4f59\u7684\u4fe1\u606f\u4e0d\u662f\u4e2d\u6027\u7684\uff0c\u662f\u6709\u5bb3\u7684\uff1b<strong><br><\/strong><\/li>\n\n\n\n<li><strong>\u5b9e\u65f6<\/strong>\uff1a\u770b\u4f3c\u8981\u6c42\u8bb0\u5fc6\u5373\u65f6\u66f4\u65b0\uff0c\u4f46\u5982\u679c\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u7acb\u523b\u5199\u5165\u8bb0\u5fc6\u5e93\uff0c\u5c31\u50cf\u201c\u8fb9\u5f00\u8f66\u8fb9\u4fee\u8f66\u201d\uff0c\u53cd\u800c\u4f1a\u9020\u6210\u4e25\u91cd\u5ef6\u8fdf\uff1b<strong><br><\/strong><\/li>\n\n\n\n<li><strong>\u7ecf\u6d4e<\/strong>\uff1a\u770b\u4f3c\u8981\u6c42\u63a7\u5236\u8ba1\u7b97\u4e0e\u5b58\u50a8\u6210\u672c\uff0c\u4f46\u8fc7\u5ea6\u8282\u7701\u53c8\u4f1a\u727a\u7272\u4fe1\u606f\u8d28\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8d8a\u6765\u8d8a\u591a\u4eba\u610f\u8bc6\u5230\uff0c\u901a\u5f80\u9ad8\u7ea7\u8bb0\u5fc6\u7684\u8def\u5f84\uff0c\u5e76\u975e\u7b80\u5355\u7684\u201c\u6269\u5bb9\u201d\u3002\u4e8e\u662f\uff0c\u4e1a\u754c\u5f00\u59cb\u66f4\u91cd\u89c6\u957f\u671f\u8bb0\u5fc6\u3001\u5916\u90e8\u5316\u8bb0\u5fc6\u7b49\u5176\u4ed6\u65b9\u6cd5\u3002\u5404\u5f0f\u89e3\u51b3\u65b9\u6848\u57fa\u672c\u6307\u5411\u4e86\u540c\u4e00\u4e2a\u65b9\u5411\u2014\u2014<strong>\u201c\u806a\u660e\u7684\u9009\u62e9\u201d\u6bd4\u201c\u5168\u9762\u7684\u8bb0\u5fc6\u201d\u66f4\u91cd\u8981\u3002<\/strong><\/p>\n\n\n\n<p>\u6bd4\u5982\u6d59\u6c5f\u5927\u5b66\u56e2\u961f\u63a8\u51fa\u7684LightMem\u7cfb\u7edf\uff0c\u5e26\u6765\u4e86\u4e09\u4e2a\u53cd\u76f4\u89c9\u7684\u542f\u53d1\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\u4e2a\u53cd\u76f4\u89c9\uff1a\u8fc7\u6ee4\u2014\u2014<strong>\u538b\u7f29\u638950%\u7684\u4fe1\u606f\uff0c\u51c6\u786e\u7387\u4e0d\u964d\u53cd\u5347\uff1b<\/strong><\/p>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u53cd\u76f4\u89c9\uff1a\u5206\u5c42\u2014\u2014<strong>\u4e0d\u6309\u4eba\u5de5\u89c4\u5219\u5207\u6bb5\uff0c\u8ba9\u4e3b\u9898\u81ea\u5df1\u201c\u957f\u51fa\u6765\u201d\uff0c\u6548\u679c\u66f4\u597d\uff1b<\/strong><\/p>\n\n\n\n<p>\u7b2c\u4e09\u4e2a\u53cd\u76f4\u89c9\uff1a\u5f02\u6b65\u2014\u2014<strong>\u5ef6\u8fdf\u66f4\u65b0\u6bd4\u5b9e\u65f6\u66f4\u65b0\u66f4\u51c6\u786e\uff0c\u66f4\u5feb\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u6240\u4ee5\uff0c\u4ed6\u4eec\u8ba9AI\u5b66\u4f1a\u201c\u9057\u5fd8\u201d\u2014\u2014\u51c6\u786e\u8bf4\uff0c\u662f\u8ba9\u6a21\u578b\u5b66\u4f1a\u50cf\u4eba\u8111\u4e00\u6837\uff0c\u4f18\u96c5\u5730\u8fc7\u6ee4\u3001\u5206\u5c42\u3001\u5f02\u6b65\u5904\u7406\u8bb0\u5fc6\u3002<\/strong><\/p>\n\n\n\n<p>2025\u5e74\u662fAI\u8bb0\u5fc6\u7a81\u7834\u7684\u5173\u952e\u5e74\u4efd\uff0c<strong>AI\u7684\u201c\u8bb0\u5fc6\u201d\u5b8c\u6210\u4e86\u4ece\u201c\u80fd\u8bb0\u4f4f\u201d\u5230\u201c\u4f1a\u56de\u5fc6\u3001\u6562\u9057\u5fd8\u201d\u7684\u8de8\u8d8a\u3002<\/strong>\u4f01\u4e1a\u4e5f\u7eb7\u7eb7\u52a0\u5927\u76f8\u5173\u6295\u5165\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u7ea2\u718aAI\u8ba4\u4e3a\u201c\u8bb0\u5fc6\u4e0d\u662f\u5b58\u50a8\uff0c\u800c\u662f\u91cd\u5efa\u201d\u3002\u5176\u81ea\u4e3b\u7814\u53d1\u201c\u8bb0\u5fc6\u79d1\u5b66\u201d\u5e73\u53f0\uff0c\u89e3\u6790\u591a\u6a21\u6001\u5bf9\u8bdd\u8bb0\u5f55\uff0c\u91c7\u7528\u589e\u91cf\u5f0f\u56fe\u8c31\u91cd\u6784\u6280\u672f\uff0c\u5728\u539f\u6709\u8bb0\u5fc6\u4f53\u7cfb\u4e0a\u52a8\u6001\u65b0\u589e\u6216\u91cd\u5efa\u5173\u8054\u8282\u70b9\uff0c\u5b9e\u73b0\u975e\u5197\u4f59\u5b58\u50a8\u4e0e\u56fe\u7ed3\u6784\u4f18\u5316\uff0c\u8fbe\u523097%\u7684\u591a\u6a21\u6001\u8bb0\u5fc6\u7cbe\u51c6\u91c7\u96c6\uff0c92%\u7684\u8bb0\u5fc6\u673a\u5236\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p><strong>\u8bb0\u5fc6\u65b9\u6cd5\u7684\u8fed\u4ee3\uff0c\u66f4\u65b0\u4e86AI\u8bbe\u8ba1\u7684\u54f2\u5b66\u3002\u771f\u6b63\u7684\u667a\u80fd\uff0c\u4e0d\u5728\u4e8e\u8bb0\u4f4f\u4e00\u5207\uff0c\u800c\u5728\u4e8e\u77e5\u9053\u4ec0\u4e48\u503c\u5f97\u8bb0\u4f4f\u3002<\/strong><\/p>\n\n\n\n<p>\u5f53\u7136\uff0cAI\u8bb0\u5fc6\u7684\u8003\u9a8c\u624d\u521a\u521a\u5f00\u59cb\uff1a\u5982\u4f55\u5728\u8bb0\u4f4f\u4e0e\u9057\u5fd8\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\uff0c\u65e2\u4e0d\u8ba9\u7528\u6237\u56e0\u88ab\u9057\u5fd8\u800c\u5931\u671b\uff0c\u4e5f\u4e0d\u56e0\u88ab\u7262\u8bb0\u800c\u6050\u60e7\u3002<strong>\u4f18\u96c5\u7684\u89e3\u51b3\u65b9\u6848\u672c\u8d28\u90fd\u662f\u53d6\u820d\u7684\u827a\u672f\u3002<\/strong>\u5bf9\u4e8eAI\u8bb0\u5fc6\u6765\u8bb2\uff0c\u5c24\u5176\u5982\u6b64\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad6\u3011\u4e0b\u534a\u573a\u5f00\u542f\uff1a\u201cAI\u80dc\u8d1f\u624b\u201d\u4ece\u201c\u8bad\u7ec3\u66f4\u5f3a\u201d\u8d70\u5411\u201c\u5b9a\u4e49\u66f4\u597d\u201d<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImiaVvOQOPF2wrqib7PtTrgFISicnEDE2ccwxUdbqLJ9yOiaibphS0XYSNZicg\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=24\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u4eca\u5e74\u6709\u4e00\u7bc7\u6587\u7ae0\u5f15\u8d77\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c<strong>OpenAI\u7814\u7a76\u5458\u59da\u987a\u96e8\u7684\u300aAI\u7684\u4e0b\u534a\u573a\u300b\u3002<\/strong><\/p>\n\n\n\n<p>\u4ed6\u8bb2\u5230\uff0c\u6211\u4eec\u6b63\u7ad9\u5728AI\u53d1\u5c55\u7684\u4e2d\u573a\u5206\u754c\u7ebf\u4e0a\u3002<\/p>\n\n\n\n<p><strong>\u4e0a\u534a\u573a<\/strong>\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u662f<strong>\u65b0\u6a21\u578b\u4e0e\u8bad\u7ec3\u65b9\u6cd5<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u8f6c\u6298\u70b9<\/strong>\u6765\u81ea<strong>\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u7684\u901a\u7528\u5316<\/strong>\uff0c\u8fd9\u8ba9\u6211\u4eec\u6709\u4e86\u4e00\u4e2a\u6cdb\u5316\u7684\u3001\u901a\u7528\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>\u5f3a\u5316\u5b66\u4e60\u5305\u542b\u4e09\u5927\u8981\u7d20\uff1a<strong>\u7b97\u6cd5\u3001\u73af\u5883\u3001\u5148\u9a8c\u77e5\u8bc6\u3002<\/strong>\u540c\u65f6\uff0c\u6211\u4eec\u6709\u4e86\u4e00\u5957\u201c\u901a\u7528\u914d\u65b9\u201d\uff1a<strong>\u6d77\u91cf\u8bed\u8a00\u9884\u8bad\u7ec3\u3001\u6570\u636e\/\u7b97\u529b\u89c4\u6a21\u3001\u63a8\u7406\u4e0e\u884c\u52a8\u673a\u5236\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u8bed\u8a00\u5185\u5316\u7684\u6d77\u91cf\u5148\u9a8c\u77e5\u8bc6\uff0c\u4f7f\u63a8\u7406\u6210\u4e3a\u53ef\u80fd\uff0c\u8fd9\u6b63\u662f\u5b9e\u73b0\u9ad8\u7ea7\u6cdb\u5316\u7684\u5173\u952e\u3002<\/strong>\u8fd9\u4e4b\u540e\uff0cAI\u4e0d\u518d\u662f\u9760\u7a77\u4e3e\u8bd5\u9519\u6765\u5b66\u4e60\uff0c\u800c\u662f\u53ef\u4ee5\u50cf\u4eba\u4e00\u6837\uff0c\u6839\u636e\u57fa\u672c\u539f\u7406\u548c\u5e38\u8bc6\uff0c\u6765\u5e94\u5bf9\u65b0\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u201c\u5f3a\u5316\u5b66\u4e60+\u8fd9\u5957\u914d\u65b9\u201d\u7684\u7ec4\u5408\u8dd1\u901a\u4e86\uff0c\u653b\u514b\u57fa\u51c6\u5c31\u53d8\u6210\u4e86\u4e00\u4ef6\u53ef\u590d\u5236\u3001\u53ef\u89c4\u6a21\u5316\u7684\u4e8b\u60c5\u3002<\/strong>\u6b64\u540e\uff0c\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u65b0\u65b9\u6cd5\u53ef\u80fd\u4ec5\u63d0\u53475%\uff0c\u800c\u4e0b\u4e00\u4ee3\u901a\u7528\u6a21\u578b\u4e0d\u4e13\u95e8\u4f18\u5316\u5c31\u53ef\u80fd\u63d0\u534730%\u3002\u518d\u8bbe\u8ba1\u66f4\u96be\u7684\u57fa\u51c6\uff0c\u4e5f\u4f1a\u88ab\u8fc5\u901f\u653b\u514b\uff0c\u800c\u4e14\u5237\u699c\u8282\u594f\u53ea\u4f1a\u8d8a\u6765\u8d8a\u5feb\u3002<strong>\u4e00\u65e6\u4f60\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u8003\u8bd5\uff0c\u79bb\u5b83\u88ab\u89e3\u51b3\u4e5f\u4e0d\u8fdc\u4e86\u3002<\/strong><\/p>\n\n\n\n<p>\u4e8e\u662f\uff0c\u6211\u4eec\u6765\u5230\u4e86<strong>\u4e0b\u534a\u573a<\/strong>\uff1a\u6211\u4eec<strong>\u4ece\u201c\u89e3\u9898\u4eba\u201d\u53d8\u6210\u4e86\u201c\u51fa\u9898\u4eba\u201d\u3002\u6211\u4eec\u4e0d\u518d\u53ea\u95ee\u201c\u80fd\u5426\u8bad\u7ec3\u6a21\u578b\u89e3\u51b3X\u201d\uff0c\u66f4\u8981\u8ffd\u95ee\u201c\u8be5\u8ba9AI\u89e3\u51b3\u4ec0\u4e48\uff1f\u5982\u4f55\u8861\u91cf\u5b9e\u8d28\u8fdb\u6b65\uff1f\u201d<\/strong><\/p>\n\n\n\n<p>\u6362\u8a00\u4e4b\uff0c<strong>AI\u7684\u201c\u80dc\u8d1f\u624b\u201d\u6b63\u5728\u4ece\u201c\u8bad\u7ec3\u66f4\u5f3a\u201d\u8f6c\u5411\u201c\u5b9a\u4e49\u66f4\u597d\u201d\u3002<\/strong><\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u4e0b\u534a\u573a\u7684\u5f00\u542f\u5e76\u4e0d\u610f\u5473\u7740\u4e0a\u534a\u573a\u7684\u7ed3\u675f\uff0c\u66f4\u51c6\u786e\u7684\u8868\u8fbe\u662f\uff1a\u4e0a\u534a\u573a\u7684\u6e38\u620f\u4ecd\u5728\u7ee7\u7eed\uff0c\u4e0b\u534a\u573a\u5df2\u7ecf\u5f00\u542f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad7\u3011\u5927\u6a21\u578b\u5f00\u542f\u201c\u6027\u4ef7\u6bd4\u201d\u53d9\u4e8b\uff1a\u4ece\u201c\u5806\u89c4\u6a21\u201d\u5230\u201c\u6324\u6c34\u5206\u201d\uff0c\u201c\u6bcf\u5355\u4f4d\u667a\u80fd\u6210\u672c\u201d\u6210\u4e3a\u8d5b\u9053\u65b0\u57fa\u51c6<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JImXAcTLXCzVfITp5Diby17ia6cvtrXsRO0eUKps2pe0ruQbYIzF4VUsuSA\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=25\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>AI\u7684\u53d1\u5c55\uff0c\u6bcf\u4e00\u5e74\u90fd\u6709\u6838\u5fc3\u53d9\u4e8b\u30022025\u5e74\uff0c\u4e00\u4e2a\u6838\u5fc3\u7684\u53d9\u4e8b\u662f<strong>\u5927\u6a21\u578b\u7684\u6027\u4ef7\u6bd4<\/strong>\u3002<\/p>\n\n\n\n<p>2025\u5e74\u4ee5\u524d\uff0cAI\u754c\u76db\u884c\u7740\u4e00\u79cd\u4fe1\u5ff5\uff1a\u53ea\u6709\u5de8\u989d\u6295\u5165\u548c\u75af\u72c2\u5806\u7b97\u529b\u624d\u80fd\u6253\u9020\u6700\u5f3a\u5927\u7684\u6a21\u578b\u30022025\u5e74\u5f00\u5e74\uff0cDeepSeek 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class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad8\u3011\u7b97\u529b\u8fed\u4ee3\uff1a\u975eGPU\u6280\u672f\u63a8\u52a8AI\u82af\u7247\u67b6\u6784\u9769\u547d<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JIm6fzqwp9IF5ict7PeFQd6VwDdmV8iaGbmkPp1nrWcEEXUYLyaRMjQBARw\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=26\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u8fc7\u53bb\uff0cAI\u82af\u7247\u5e02\u573aGPU\u4e00\u5bb6\u72ec\u5927\uff0c\u4f46\u5982\u4eca\u7b97\u529b\u683c\u5c40\u6b63\u5728\u88ab\u6539\u5199\uff0c\u975eGPU\u5df2\u7ecf\u5f00\u59cb\u6210\u4e3aAI\u82af\u7247\u65b0\u5ba0\uff0c\u8fd9\u91cc\u5c24\u5176\u4ee5TPU\u548c\u53ef\u91cd\u6784\u82af\u7247\u4e3a\u4ee3\u8868\u3002\u524d\u9635\u5b50\u53d1\u5e03\u7684Google TPU 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class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad10\u3011\u539f\u751f\u591a\u6a21\u6001\uff1a\u4ece\u62fc\u63a5\u65b9\u6848\u8d70\u5411\u201c\u539f\u751f\u7edf\u4e00\u201d\uff0c\u662f\u8d70\u5411AGI\u7684\u5fc5\u7531\u4e4b\u8def<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JIm4M6ZnSofQjwPiaJ1dicTWJialrl9UVCxK0Hgdz9lvfRzhyRz1riav7ewAg\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=28\" 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alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u5982\u679c\u8bf4\uff0cTransfomer\u8fd9\u6837\u7684\u7edf\u4e00\u67b6\u6784\uff0c\u6700\u7ec8\u50ac\u751f\u4e86ChatGPT\u7b49\u65d7\u8230\u4ea7\u54c1\uff0c\u90a3\u4e48\u73b0\u5728\u5177\u8eab\u667a\u80fd\u8fd8\u6ca1\u5f62\u6210\u81ea\u5df1\u7684\u201cTransfomer\u201d\u3002\u76ee\u524d\u5177\u8eab\u667a\u80fd\u8d5b\u9053\uff0c\u8f6f\u786c\u4ef6\u7686\u6ca1\u6709\u6536\u655b\uff0c\u6a21\u578b\u5c42\u9762\u6709\u7aef\u5230\u7aefVLA\u6a21\u578b\u3001\u5206\u5c42\u6a21\u578b\u4ee5\u53ca\u4e16\u754c\u6a21\u578b\u7b49\uff0c\u5e76\u6ca1\u6709\u8fdb\u5165\u201c\u4e00\u4e2a\u5927\u6a21\u578b\u6253\u5929\u4e0b\u201d\u7684\u5c40\u9762\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u4ece\u6bcf\u5e74\u63a8\u51fa\u7684VLA\u6a21\u578b\u4e0e\u6570\u636e\u96c6\u770b\uff0c<strong>VLA\u7684\u70ed\u5ea6\u5feb\u901f\u4e0a\u5347<\/strong>\uff0c2025\u5e74\u5c24\u5176\u5982\u6b64\u3002<\/p>\n\n\n\n<p>\u5176\u4e2d\uff0c<strong>\u7aef\u5230\u7aefVLA\u662f\u201c\u821e\u53f0\u6548\u5e94\u201d\u6700\u5f3a\u7684<\/strong>\uff0c\u4e5f\u662f\u8d44\u672c\u70ed\u5ea6\u6700\u706b\u7206\u7684\u3002\u201c\u4e00\u5957\u6743\u91cd\u770b\u56fe\u542c\u8bdd\u76f4\u63a5\u51fa\u52a8\u4f5c\u201d\u7684\u601d\u8def\u6700\u6293\u773c\u7403\uff0c\u4e5f\u6700\u7b26\u5408\u7b2c\u4e00\u6027\u539f\u7406\u3002<\/p>\n\n\n\n<p>\u4f46\u91cf\u4ea7\u4e0e\u843d\u5730\u7684\u4e3b\u6d41\u4ecd\u662f\u5927\u5c0f\u8111\u5206\u5c42\u65b9\u6848\u3002VLA\u662f\u201c\u6280\u672f\u5929\u82b1\u677f\u201d\u6700\u88ab\u8ffd\u6367\u7684\u8def\u7ebf\uff0c\u5374\u672a\u5230\u201c\u5e02\u5360\u5929\u82b1\u677f\u201d\u2014\u2014\u98ce\u53e3\u5728\u7aef\u5230\u7aef\uff0c\u4ea4\u4ed8\u9760\u5206\u5c42\u3002<\/p>\n\n\n\n<p>2025\u5e74\u884c\u4e1a\u5b9e\u76f8\u662f<strong>\u201c\u5206\u5c42+\u7aef\u5230\u7aefVLA+\u4e16\u754c\u6a21\u578b\u201d\u4e09\u4e3b\u7ebf\u5e76\u884c<\/strong>\uff1a\u7aef\u5230\u7aefVLA\u8d1f\u8d23\u65d7\u8230Demo\u4e0e\u79d1\u7814\uff1b\u5206\u5c42\u627f\u62c5\u91cf\u4ea7\u4e3b\u529b\uff1b\u4e16\u754c\u6a21\u578b\u8fd8\u5904\u4e8e\u65e9\u671f\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p>\u8fd9\u53cd\u6620\u4e86\u5177\u8eab\u667a\u80fd\u7684\u590d\u6742\u6027\uff0c\u5373\u5355\u4e00\u65b9\u6848\u96be\u4ee5\u89e3\u51b3\u4ece\u9ad8\u5c42\u8ba4\u77e5\u5230\u7269\u7406\u4ea4\u4e92\u7684\u5168\u90e8\u6311\u6218\u3002\u56e0\u6b64\uff0c\u884c\u4e1a\u5fc5\u987b\u901a\u8fc7\u591a\u65b9\u534f\u4f5c\uff0c\u5171\u540c\u63a8\u52a8\u6280\u672f\u8fdb\u6b65\u548c\u6807\u51c6\u5236\u5b9a\uff0c\u624d\u80fd\u52a0\u901f\u5177\u8eab\u667a\u80fd\u7684\u843d\u5730\u3002<\/p>\n\n\n\n<h2 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alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u521a\u624d\u6211\u4eec\u8bf4\u4e86\u64cd\u4f5c\u7cfb\u7edf\uff0c\u73b0\u5728\u8bf4\u4e00\u8bf4\u201c\u9ed8\u8ba4\u5f0fAI\u201d\u65f6\u4ee3\u7684\u8f6f\u4ef6\uff0c\u5c24\u5176\u662fSaaS\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<p><strong>\u7532\u5b50\u5149\u5e74<\/strong><strong>\u667a\u5e93\u66fe\u7ecf\u63d0\u5230\u4e00\u4e2a\u6982\u5ff5\u53eb\u201c<\/strong><strong>AI<\/strong><strong>\u7684\u4e3b\u8bed\u5316\u201d\uff0c\u8fd9\u4e2a\u6982\u5ff5\u5bf9<\/strong><strong>SaaS<\/strong><strong>\u51fa\u73b0\u4e86\u660e\u663e\u7684\u903b\u8f91\u66ff\u4ee3\u3002<\/strong><\/p>\n\n\n\n<p>\u9996\u5148\uff0c<strong>\u4e3b\u8bed\u8ba9\u6e21\uff1aAI\u662f\u4e2d\u67a2\uff0cSaaS\u53d8\u7ec4\u4ef6\u3002<\/strong><\/p>\n\n\n\n<p>SaaS\u662f\u9762\u5411\u4eba\u7684\uff0c\u800c\u672a\u6765\u5f88\u591a\u6d41\u7a0b\u662f\u9762\u5411AI\u7684\u3002\u4eba\u9700\u8981\u201c\u754c\u9762\u5316\u201d\u7684\u64cd\u4f5c\uff0cAI\u5b8c\u5168\u4e0d\u9700\u8981\u8fd9\u4e9b\uff0c\u5b83\u66f4\u559c\u6b22<strong>API\u548c\u6570\u636e\u6d41<\/strong>\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u63a5\u53e3\u5b8c\u6210\u6574\u4e2a\u4e1a\u52a1\u94fe\u8def\u3002<\/p>\n\n\n\n<p>\u4ee5\u524d\uff0c\u4eba\u662f\u6d41\u7a0b\u67a2\u7ebd\uff0cSaaS\u662f\u5de5\u5177\uff1b\u73b0\u5728\uff0cAI\u662f\u6d41\u7a0b\u67a2\u7ebd\uff0cSaaS\u53d8\u6210\u4e86\u201c\u80fd\u529b\u7ec4\u4ef6\u201d\u3002<\/p>\n\n\n\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u8fc7\u53bb\uff0c\u53d1\u7968\u7684\u586b\u5199\u3001\u5ba1\u6838\u3001\u5f52\u6863\uff0c\u4eba\u9700\u8981\u5728\u4e0d\u540c\u7cfb\u7edf\u91cc\u5f55\u5165\u3001\u6821\u9a8c\u3001\u63d0\u4ea4\uff1b\u672a\u6765\uff0c\u4f60\u4e0d\u518d\u9700\u8981\u6253\u5f00\u4e00\u4e2a\u4e2aCRM\u3001ERP\u3001OA\u9875\u9762\uff0c\u800c\u662f\u76f4\u63a5\u8bf4\u201c\u5e2e\u6211\u5ba1\u6838\u4e00\u4e0b\u53d1\u7968\u201d\uff0cAgent\u76f4\u63a5\u5c06\u5404\u4e2a\u80fd\u529b\u7ec4\u4ef6\u4e32\u8d77\u6765\uff0c\u4e2d\u95f4\u51e0\u4e4e\u4e0d\u9700\u8981\u4eba\u4ecb\u5165\u3002<\/p>\n\n\n\n<p><strong>\u5176\u6b21\uff0c\u529f\u80fd\u89e3\u8026\uff1aSaaS\u9000\u5c45\u5e55\u540e\uff0c\u4ece\u5b8c\u6574\u5957\u4ef6\u5411API\/\u5fae\u670d\u52a1\u8f6c\u53d8\u3002<\/strong><\/p>\n\n\n\n<p>\u4eca\u5929\u7684SaaS\u7cfb\u7edf\u5f80\u5f80\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u5957\u4ef6\uff0c\u529f\u80fd\u7e41\u6742\uff0c\u524d\u7aef\u7b28\u91cd\u3002\u4f46\u672a\u6765\uff0c\u5b83\u4eec\u4f1a\u88ab\u62c6\u89e3\u6210\u4e00\u4e2a\u4e2aAPI\u6216\u5fae\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740<strong>\u5355\u4f53\u7cfb\u7edf\u89e3\u8026\u4e3a\u529f\u80fd\u96c6\u7fa4\u3002<\/strong>\u4f8b\u5982\uff0cCRM\u4e0d\u518d\u662f\u4e00\u4e2a\u5927\u800c\u5168\u7684\u5ba2\u6237\u5173\u7cfb\u7cfb\u7edf\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u5ba2\u6237\u6570\u636e\u67e5\u8be2API\u201d\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\uff0c\u5458\u5de5\u53ef\u80fd\u53ea\u9700\u8981\u9762\u5bf9\u4e00\u4e2a\u7edf\u4e00\u7684\u667a\u80fd\u4f53\uff0c<strong>\u7c7b\u4f3c\u4e00\u4e2a\u201c\u8d85\u7ea7\u524d\u53f0\u201d\u80cc\u540e\u6709\u4e00\u7fa4\u201c\u6570\u5b57\u540c\u4e8b\u201d<\/strong>\u3002\u4f60\u53ea\u9700\u8981\u8ddf\u5b83\u8bf4\u9700\u6c42\uff0c\u5b83\u4f1a\u81ea\u5df1\u51b3\u5b9a\u8c03\u7528\u54ea\u4e2a\u7cfb\u7edf\u548c\u63a5\u53e3\u3002<strong>\u8fd9\u65f6\uff0cSaaS\u5728\u7528\u6237\u773c\u91cc\u6d88\u5931\u4e86\u3002<\/strong><\/p>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740<strong>\u201c\u65e0\u5934\u5546\u4e1a\u201d\u7684\u5d1b\u8d77\u3002<\/strong>\u6700\u7ec8\uff0c\u8fd9\u4f1a\u5bfc\u81f4IT\u516c\u53f8\u7684\u7ade\u4e89\u903b\u8f91\u53d8\u5316\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d62\u5bb6<\/strong>\uff1a\u8c01\u66f4\u80fd\u5f00\u653eAPI\u3001\u878d\u5165\u667a\u80fd\u4f53\u751f\u6001\uff0c\u8c01\u5c31\u6709\u673a\u4f1a\u6210\u4e3aAI\u65f6\u4ee3\u7684\u57fa\u7840\u8bbe\u65bd\uff1b<strong><br><\/strong><\/li>\n\n\n\n<li><strong>\u8f93\u5bb6<\/strong>\uff1a\u8c01\u4ecd\u7136\u4f9d\u8d56\u590d\u6742\u7684\u9875\u9762\u64cd\u4f5c\u548c\u5c01\u95ed\u7684\u529f\u80fd\u5957\u4ef6\uff0c\u8c01\u5c31\u53ef\u80fd\u88abAI\u7ed5\u8fc7\uff0c\u9010\u6e10\u8fb9\u7f18\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u672a\u6765AI\u4e0eAI\u4e4b\u95f4\u7684\u4ea4\u4e92\uff08A2A\uff09\u5c06\u8d85\u8fc7\u4eba\u4e0eAI\u7684\u4ea4\u4e92\uff08H2A\uff09\u3002<\/strong>\u672a\u6765\u7684\u7ade\u4e89\u4e0d\u518d\u662f\u201c\u8c01\u7684\u529f\u80fd\u66f4\u591a\u201d\uff0c\u800c\u662f\u201c\u8c01\u66f4\u80fd\u8ba9AI\u8c03\u7528\u201d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u3010\u5224\u65ad14\u3011AI\u4ea4\u4e92\u7684\u9759\u9ed8\u9769\u547d\uff1a\u4ece\u201c\u804a\u5929\u6846\u201d\u5230\u201c\u65e0\u5f62\u4ee3\u7406\u201d\uff0c\u754c\u9762\u9010\u6e10\u6d88\u5931<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/58b2usHiaQIibP7JS5uBaLWDOJM5FS2JIm8slUYhBiaQ8YRhXtb3FjhZrHicgNEZWEYbtgUNRe3UcMn6GvES4TBFiaA\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=33\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p>\u8fc7\u53bb\u4e00\u5e74\uff0cAI\u4ea4\u4e92\u65b9\u5f0f\u6b63\u5728\u5267\u70c8\u53d8\u9769\u30022024\u7532\u5b50\u5f15\u529b\u00d7AI\u521b\u751f\u65f6\u4ee3\u91cc\uff0c\u6211\u8bb2\u4e86\u4e00\u4e2a\u89c2\u70b9\uff1a<strong>\u201cPrompt\u53ea\u662f\u9636\u6bb5\u6027\u4ea7\u7269\uff0c\u6700\u597d\u7684UI\u662f\u5fd8\u8bb0UI\u3002\u201d<\/strong>\u4eca\u5929\u53ef\u4ee5\u5c31\u8fd9\u4e2a\u8bdd\u9898\u8fdb\u4e00\u6b65\u8bf4\u4e00\u8bf4\u3002<\/p>\n\n\n\n<p>\u7532\u5b50\u5149\u5e74\u8ba4\u4e3a\uff1a<strong>AI\u4ea4\u4e92\u65b9\u5f0f\u4f1a\u7ecf\u5386\u56db\u4e2a\u9636\u6bb5\u7684\u53d8\u9769\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u64cd\u4f5c\u754c\u9762\u4ea4\u4e92<\/strong>\uff1a\u7528\u6237\u901a\u8fc7GUI\u3001\u952e\u76d8\u3001\u9f20\u6807\u8f93\u5165\u660e\u786e\u6307\u4ee4\uff0cAI\u88ab\u52a8\u54cd\u5e94\u3002<strong><br><\/strong><\/li>\n\n\n\n<li><strong>\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/strong>\uff1a\u901a\u8fc7\u804a\u5929\u6846\uff0c\u7528\u6237\u6a21\u7cca\u8868\u8fbe\u9700\u6c42\uff0cAI\u901a\u8fc7\u8ffd\u95ee\u6f84\u6e05\u3002<strong><br><\/strong><\/li>\n<\/ul>\n\n\n\n<ul 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