{"id":13414,"date":"2023-12-01T11:18:59","date_gmt":"2023-12-01T03:18:59","guid":{"rendered":"http:\/\/cxounion.cn\/?p=13414"},"modified":"2023-12-01T11:19:04","modified_gmt":"2023-12-01T03:19:04","slug":"%e3%80%90%e8%a7%82%e7%82%b9%e3%80%91%e5%ae%89%e7%ad%b1%e9%b9%8f%ef%bc%9a%e5%88%b6%e9%80%a0%e4%b8%9a%e6%98%afai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ba%94%e7%94%a8%e7%9a%84%e4%b8%bb%e6%88%98%e5%9c%ba","status":"publish","type":"post","link":"http:\/\/cxounion.cn\/index.php\/2023\/12\/01\/%e3%80%90%e8%a7%82%e7%82%b9%e3%80%91%e5%ae%89%e7%ad%b1%e9%b9%8f%ef%bc%9a%e5%88%b6%e9%80%a0%e4%b8%9a%e6%98%afai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ba%94%e7%94%a8%e7%9a%84%e4%b8%bb%e6%88%98%e5%9c%ba\/","title":{"rendered":"\u3010\u89c2\u70b9\u3011\u5b89\u7b71\u9e4f\uff1a\u5236\u9020\u4e1a\u662fAI\u5927\u6a21\u578b\u5e94\u7528\u7684\u4e3b\u6218\u573a"},"content":{"rendered":"\n<p><strong>\u5982\u4f55\u8ba4\u8bc6\u8fd9\u4e00\u8f6eAI\u6280\u672f\u53d1\u5c55\u5f71\u54cd\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\uff1f\u5982\u4f55\u5224\u65ad\u8fd9\u4e00\u8f6eAI\u6280\u672f\u53d8\u9769\u7684\u6027\u8d28\uff1f<\/strong><\/p>\n\n\n\n<p>AI\u5927\u6a21\u578b\u662f\u901a\u7528\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u91cd\u8981\u91cc\u7a0b\u7891\u30024\u670828\u65e5\u30015\u67085\u65e5\u4e2d\u592e\u4f1a\u8bae\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u63d0\u51fa\u4e09\u4e2a\u7b2c\u4e00\u6b21\uff1a<strong>\u7b2c\u4e00\u6b21\u63d0\u51fa\u201c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u201d\uff0c\u7b2c\u4e00\u6b21\u63d0\u51fa\u201c\u4ea7\u4e1a\u667a\u80fd\u5316\u201d\uff0c\u7b2c\u4e00\u6b21\u63d0\u51fa\u201c\u628a\u63e1\u4eba\u5de5\u667a\u80fd\u7b49\u65b0\u79d1\u6280\u9769\u547d\u6d6a\u6f6e\u201d\u3002<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e00\u8f6eAI\u6240\u4f53\u73b0\u201c\u9769\u547d\u6027\u201d\u7279\u5f81\uff0c\u4e0d\u662fAI\u53ef\u4ee5\u751f\u6210\u6587\u5b57\u3001\u53ef\u4ee5\u751f\u6210\u56fe\u7247\uff0c\u800c\u662fAI\u53ef\u4ee5\u751f\u6210\u4ee3\u7801\uff0c\u6784\u5efa\u4eba\u673a\u4ea4\u4e92\u65b0\u6a21\u5f0f\uff0c\u4e0e\u4ea7\u54c1\u7814\u53d1\u3001\u5de5\u827a\u8bbe\u8ba1\u3001\u751f\u4ea7\u4f5c\u4e1a\u3001\u4ea7\u54c1\u8fd0\u8425\u7b49\u5236\u9020\u73af\u8282\u3001\u573a\u666f\u76f8\u7ed3\u5408\uff0c\u63d0\u5347\u751f\u4ea7\u6548\u7387\uff0c\u5f62\u6210\u65b0\u751f\u4ea7\u529b\uff0c\u5e76\u5f15\u53d1\u4ea7\u4e1a\u7ade\u4e89\u683c\u5c40\u91cd\u6784\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p><strong>AI\u5927\u6a21\u578b\u4e8b\u5173\u4eba\u7c7b\u751f\u4ea7\u5de5\u5177\u7684\u53d8\u9769\uff0c\u4e8b\u5173\u4e00\u4e2a\u56fd\u5bb6\u5236\u9020\u4e1a\u6838\u5fc3\u7ade\u4e89\u529b\u91cd\u5851\uff0c\u4e8b\u5173\u7ecf\u6d4e\u7684\u957f\u671f\u7e41\u8363\u548c\u8d70\u5411\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u6570\u5b9e\u878d\u5408\u662f\u5168\u7403\u5236\u9020\u4e1a\u7ade\u4e89\u683c\u5c40\u91cd\u6784\u7684\u6838\u5fc3\u53d8\u91cf<\/h2>\n\n\n\n<p>\u6570\u5b57\u5316\u662f\u5de8\u53d8\u65f6\u4ee3\u7684\u5206\u6c34\u5cad\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u3001\u57ce\u5e02\u3001\u56fd\u5bb6\u4e4b\u95f4\u7ade\u4e89\u6025\u5267\u5206\u5316\u7684\u50ac\u5316\u5242\u3002\u5236\u9020\u4e1a\u662f\u6570\u5b9e\u878d\u5408\u6700\u4e3b\u8981\u7684\u4ea7\u4e1a\u90e8\u95e8\uff0c\u5176\u878d\u5408\u7684\u65b9\u5f0f\u3001\u5e7f\u5ea6\u548c\u6df1\u5ea6\uff0c\u80fd\u591f\u76f4\u63a5\u5f71\u54cd\u751a\u81f3\u51b3\u5b9a\u5236\u9020\u4e1a\u7684\u5148\u8fdb\u6c34\u5e73\u548c\u5168\u7403\u7ade\u4e89\u683c\u5c40\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6570\u5b9e\u878d\u5408\u662f\u7f8e\u56fd\u5236\u9020\u4e1a\u5168\u7403\u9886\u5148\u7684\u6839\u672c\u539f\u56e0<\/h3>\n\n\n\n<p>\u76ee\u524d\uff0c\u8bb8\u591a\u4eba\u6f5c\u610f\u8bc6\u91cc\u975e\u5e38\u8ba4\u540c\u6570\u5b57\u65f6\u4ee3\u5fb7\u56fd\u5236\u9020\u4e1a\u53d1\u5c55\u9053\u8def\u548c\u6a21\u5f0f\uff0c\u201c\u5531\u8870\u201d\u7f8e\u56fd\u5236\u9020\u4e1a\u3002\u7136\u800c\u4e8b\u5b9e\u4e0a\uff0c<strong>\u8fc7\u53bb\u5341\u5e74\uff0c\u7f8e\u56fd\u662f\u5168\u7403\u5236\u9020\u4e1a\u53d1\u5c55\u7684\u201c\u6837\u677f\u95f4\u201d\u3002<\/strong><\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u5236\u9020\u4e1a\u7684\u89c4\u6a21\u3001\u589e\u901f\u8fd8\u662f\u7ade\u4e89\u529b\uff0c\u7f8e\u56fd\u5747\u6301\u7eed\u9886\u5148\u5fb7\u56fd\u548c\u65e5\u672c\uff0c\u5e76\u4e14\u5dee\u8ddd\u4e0d\u65ad\u62c9\u5927\uff1a<strong>2011\u52302021\u5e74\uff0c\u7f8e\u56fd\u5236\u9020\u4e1a\u89c4\u6a21\u76f8\u5f53\u4e8e\u5fb7\u56fd\u76841.5\u500d\u6269\u5927\u52302.4\u500d\uff0c\u76f8\u5f53\u4e8e\u65e5\u672c\u76842.5\u500d\u6269\u5927\u52303.1\u500d\u3002<\/strong>\u7f8e\u56fd\u5236\u9020\u4e1a\u4ecd\u7136\u4ee5\u6bd4\u65e5\u672c\u548c\u5fb7\u56fd\u66f4\u5feb\u7684\u901f\u5ea6\u53d1\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"693\" height=\"283\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-10.png\" alt=\"\" class=\"wp-image-13415\" srcset=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-10.png 693w, http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-10-300x123.png 300w\" sizes=\"(max-width: 693px) 100vw, 693px\" \/><\/figure>\n\n\n\n<p>\u8fc7\u53bb10\u5e74\uff0c\u7f8e\u56fd\u5236\u9020\u4e1a\u9886\u5148\u5730\u4f4d\u7684\u5de9\u56fa\u548c\u786e\u7acb\uff0c<strong>\u662f\u201c\u8f6f\u4ef6\u5b9a\u4e49\u786c\u4ef6\u201d\u7684\u7ed3\u679c\uff0c\u662f\u4ee5\u201c\u4e91+AI\u201d\u4e3a\u4ee3\u8868\u7684\u6570\u5b57\u6280\u672f\u6df1\u5ea6\u3001\u5168\u9762\u878d\u5165\u5b9e\u4f53\u7ecf\u6d4e\u7684\u7ed3\u679c\uff0c\u662f\u5411\u65b0\u578b\u6570\u5b57\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u8fc1\u5f99\u7684\u7ed3\u679c\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6570\u5b57\u539f\u751f\u4f01\u4e1a\u6d8c\u73b0\u662f\u7f8e\u56fd\u5236\u9020\u4e1a\u5347\u7ea7\u7684\u91cd\u8981\u6807\u5fd7<\/h3>\n\n\n\n<p>\u6570\u5b57\u539f\u751f\u4f01\u4e1a\u7684\u6d8c\u73b0\u662f\u4ea7\u4e1a\u5347\u7ea7\u548c\u7ecf\u6d4e\u7e41\u8363\u7684\u91cd\u8981\u6807\u5fd7\u3002<\/p>\n\n\n\n<p>\u5fb7\u56fd\u3001\u65e5\u672c\u4e0e\u7f8e\u56fd\u5236\u9020\u4e1a\u5dee\u8ddd\u7684\u6269\u5927\uff0c\u5728\u5fae\u89c2\u4e0a\u4e3b\u8981\u8868\u73b0\u4e3a\u5236\u9020\u4e1a\u9886\u57df\u7f3a\u4e4f\u4e00\u6279\u6709\u7ade\u4e89\u529b\u7684\u6570\u5b57\u539f\u751f\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p>\u5fb7\u56fd\u201c\u5de5\u4e1a4.0\u201d\u76ee\u6807\u5e76\u6ca1\u6709\u5b9e\u73b0\uff0c\u4e0e\u9884\u671f\u5dee\u8ddd\u8f83\u5927\uff0c\u4e2d\u5c0f\u4f01\u4e1a\u6570\u5b57\u5316\u8fdb\u5c55\u7f13\u6162\uff0c\u7814\u7a76\u8868\u660e\u53ea\u670921%\u7684\u4e2d\u5c0f\u4f01\u4e1a\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\u4e86\u6570\u5b57\u6280\u672f\uff0c\u4e5f\u6ca1\u6709\u6210\u957f\u51fa\u4e00\u6279\u6570\u5b57\u65f6\u4ee3\u6709\u7ade\u4e89\u529b\u7684\u4e2d\u5c0f\u4f01\u4e1a\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>\u65e5\u672c\u7684\u60c5\u51b5\u4e0e\u5fb7\u56fd\u7c7b\u4f3c\uff0c\u65e5\u672c\u7ecf\u5386\u4e86\u201c\u5931\u53bb\u7684\u4e8c\u5341\u5e74\u201d\uff0c\u540c\u6837\u6ca1\u6709\u57f9\u517b\u51fa\u4e00\u6279\u6570\u5b57\u539f\u751f\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p>\u6570\u5b57\u6280\u672f\u9a71\u52a8\u7f8e\u56fd\u65b0\u4f01\u4e1a\u3001\u65b0\u4ea7\u54c1\u4e0d\u65ad\u6d8c\u73b0\uff0c\u4ee5\u7279\u65af\u62c9\u3001SpaceX\u3001Rivian\u3001OpenAI\u3001Snowflake\u3001Palantir\u7b49\u4e3a\u4ee3\u8868\u6570\u5b57\u539f\u751f\u4f01\u4e1a\uff0c\u4e0d\u4ec5\u6210\u4e3a\u5168\u7403\u7684\u4ea7\u4e1a\u5f15\u9886\u8005\uff0c\u800c\u4e14\u6301\u7eed\u6784\u5efa\u4ea7\u54c1\u521b\u65b0\u7684\u65b0\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>\u7279\u65af\u7279\u5f15\u9886\u5168\u7403\u6c7d\u8f66\u5de5\u4e1a\u7535\u52a8\u5316\u3001\u667a\u80fd\u5316\uff0c\u6b63\u5982\u74e6\u4f26\u4e01\u5728\u300a\u4ece\u4e30\u7530\u4e3b\u4e49\u5230\u7279\u65af\u62c9\u4e3b\u4e49\u300b\u6240\u63cf\u8ff0\u7684\uff0c\u7535\u52a8\u8f66\u9886\u57df\u7684\u6570\u5b57\u539f\u751f\u4f01\u4e1a\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u6c7d\u8f66\uff0c\u5728\u4e2a\u6027\u5316\u3001\u4ee5\u7528\u6237\u4e3a\u4e2d\u5fc3\u7684\u4e07\u7269\u4e92\u8054\u3001\u4e07\u7269\u667a\u80fd\u65f6\u4ee3\uff0c\u65b0\u7269\u79cd\u4e3a\u5e94\u5bf9\u4e0d\u786e\u5b9a\u6027\u800c\u751f\uff0c\u4ee5\u9ad8\u9891\u521b\u65b0\u4e3a\u9a71\u52a8\uff0c\u57fa\u4e8e\u8fdb\u5316\u7ec4\u7ec7\u7684\u8fed\u4ee3\u601d\u7ef4\uff0c\u4eceMVP\u5c0f\u6b65\u5feb\u8dd1\u52a0\u901f\u5546\u4e1a\u5316\u3002<\/p>\n\n\n\n<p>\u7279\u65af\u62c9\u4f5c\u4e3a\u4e00\u4e2a\u6570\u5b57\u539f\u751f\u4f01\u4e1a\uff0c\u5177\u6709\u56db\u4e2a\u5178\u578b\u7279\u5f81\uff1a<strong>\u8f6f\u4ef6\u5b9a\u4e49\u3001\u9ad8\u9891\u521b\u65b0\u3001\u5ba2\u6237\u8fd0\u8425\u5546\u3001\u8fdb\u5316\u578b\u7ec4\u7ec7\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-11.png\" alt=\"\" class=\"wp-image-27267\"\/><\/figure>\n\n\n\n<p>2010\u5e74\u7f8e\u56fdDARPA\u63a8\u51fa\u81ea\u9002\u5e94\u8fd0\u8f7d\u5668\u5236\u9020\uff08AVM\uff09\u8ba1\u5212\uff0c<strong>\u63d0\u51fa\u201c\u91cd\u65b0\u53d1\u660e\u5236\u9020\u4e1a\u201d\uff0c<\/strong>\u901a\u8fc7\u5f7b\u5e95\u53d8\u9769\u548c\u91cd\u5851\u88c5\u5907\u5236\u9020\u4e1a\uff0c\u5c06\u6b66\u5668\u88c5\u5907\u7814\u5236\u5468\u671f\u7f29\u77ed\u5230\u73b0\u5728\u7684\u4e94\u5206\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u590d\u6742\u5236\u9020\u4e1a\u4ea7\u54c1\u7814\u5236\u751f\u4ea7\u8981\u50cf\u534a\u5bfc\u4f53\u884c\u4e1a\u4e00\u6837\uff0c\u5176\u4ea7\u54c1\u8bbe\u8ba1\u3001\u4eff\u771f\u3001\u8bd5\u9a8c\u3001\u5de5\u827a\u3001\u5236\u9020\u7b49\u6d3b\u52a8\uff0c\u5168\u90e8\u90fd\u5728\u6570\u5b57\u7a7a\u95f4\u5b8c\u6210\uff0c\u5f85\u4ea7\u54c1\u8fed\u4ee3\u6210\u719f\u540e\u518d\u8fdb\u5165\u5de5\u5382\u4e00\u6b21\u5236\u9020\u5b8c\u6210\uff0c\u7f29\u77ed\u7814\u5236\u5468\u671f\u3001\u964d\u4f4e\u7814\u5236\u6210\u672c\u3002\u8fd9\u4e00\u6218\u7565\u5df2\u7ecf\u5f00\u82b1\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>2023\u5e7411\u670811\u65e5\uff0c\u7f8e\u56fd\u65b0\u4e00\u4ee3\u9690\u5f62\u6218\u7565\u8f70\u70b8\u673a\u9996\u98de\uff0c\u8fd9\u662f\u5168\u7403\u7b2c\u4e00\u6b3e\u6570\u5b57\u8f70\u70b8\u673a-B21\uff0c\u4ece\u4e00\u5f00\u59cb\u5c31\u91c7\u7528\u6570\u5b57\u5316\u8bbe\u8ba1\uff0c\u57fa\u4e8e\u4e91\u8ba1\u7b97\u7684\u5f00\u53d1\u3001\u90e8\u7f72\u548c\u6d4b\u8bd5\u6570\u5b57\u5b6a\u751f\uff0c\u5e26\u6765\u66f4\u597d\u7684\u7ef4\u62a4\u6027\u548c\u66f4\u957f\u7684\u751f\u547d\u5468\u671f\uff0c\u4ee5\u53ca\u66f4\u4f4e\u7684\u57fa\u7840\u8bbe\u65bd\u6210\u672c,\u662f\u6700\u8fd130\u5e74\u6765\u7f8e\u519b\u7814\u53d1\u901f\u5ea6\u6700\u5feb\u7684\u673a\u578b\uff0c\u8fd8\u53ef\u4ee5\u50cf\u7279\u65af\u62c9\u6c7d\u8f66\u4e0d\u65ad\u4e0b\u8f7d\u65b0\u8f6f\u4ef6\u4e00\u6837\uff0c\u80fd\u591f\u4e0d\u65ad\u5347\u7ea7\u4ea7\u54c1\u529f\u80fd\uff0c\u6218\u6597\u529b\u5347\u7ea7\u5c06\u4f9d\u8d56\u4e8e\u654f\u6377\u8f6f\u4ef6\u8fed\u4ee3\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p><strong>\u8fd9\u4e00\u8d8b\u52bf\u7684\u672c\u8d28\u662f\uff1a\u201c\u4e91+AI\u201d\u5df2\u7ecf\u4e0d\u4ec5\u662f\u4e00\u4e2a\u5546\u4e1a\u57fa\u7840\u8bbe\u65bd\uff0c\u66f4\u662f\u4e00\u4e2a\u521b\u65b0\u57fa\u7840\u8bbe\u65bd\uff0c\u662f\u65b0\u4f01\u4e1a\u3001\u65b0\u4ea7\u54c1\u5b55\u80b2\u5b75\u5316\u7684\u6447\u7bee\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. AI\u5927\u6a21\u578b\u662f\u91cd\u5851\u5168\u7403\u5236\u9020\u4e1a\u7ade\u4e89\u683c\u5c40\u7684\u65b0\u8d77\u70b9<\/h3>\n\n\n\n<p>AI\u5927\u6a21\u578b\u6b63\u52a0\u901f\u7b2c\u4e09\u6b21\u201c\u6570\u5b9e\u878d\u5408\u201d\u6d6a\u6f6e\u5168\u9762\u5230\u6765\uff0c\u667a\u80fd\u5316\u662f\u5176\u4e3b\u8981\u7279\u5f81\u3002AI\u5927\u6a21\u578b\u5c06\u5f71\u54cd\u5236\u9020\u4e1a\u53d1\u5c55\u683c\u5c40\uff0cAI\u5927\u6a21\u578b\u5c06\u4f1a\u878d\u5165\u5236\u9020\u4e1a\u7684<strong>\u7814\u53d1\u8bbe\u8ba1\u3001\u751f\u4ea7\u5de5\u827a\u3001\u8d28\u91cf\u7ba1\u7406\u3001\u8fd0\u8425\u63a7\u5236\u3001\u8425\u9500\u670d\u52a1\u3001\u7ec4\u7ec7\u534f\u540c\u548c\u7ecf\u8425\u7ba1\u7406\u7684\u65b9\u65b9\u9762\u9762\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"678\" height=\"328\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-12.png\" alt=\"\" class=\"wp-image-13416\" srcset=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-12.png 678w, http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-12-300x145.png 300w\" sizes=\"(max-width: 678px) 100vw, 678px\" \/><\/figure>\n\n\n\n<p><strong>\u5728\u7814\u53d1\u8bbe\u8ba1\u9886\u57df\uff0cAI\u9769\u65b0\u4f20\u7edf\u7684\u79d1\u7814\u8303\u5f0f\u3002<\/strong><\/p>\n\n\n\n<p>\u5728\u751f\u7269\u533b\u836f\u9886\u57df\uff0c2022\u5e74\uff0cDeepMind\u5f00\u53d1\u7684AlphaFold2\u6a21\u578b\u51e0\u4e4e\u9884\u6d4b\u4e86\u6240\u6709\u7684\u86cb\u767d\u8d28\u7ed3\u6784\u3002\u5982\u4ecaAI\u6a21\u578b\u4e0d\u4ec5\u80fd\u201c\u9884\u6d4b\u201d\u3001\u8fd8\u53ef\u4ee5\u201c\u751f\u6210\u201d\u86cb\u767d\u8d28\uff0c\u4e3a\u672a\u6765\u7684\u836f\u7269\u751f\u4ea7\u7814\u53d1\u521b\u9020\u65b0\u7684\u53ef\u80fd\u3002\u4f8b\u5982\u7531Salesforce Research\u516c\u53f8\u5f00\u53d1\u7684ProGen\u7cfb\u7edf\u6210\u529f\u4ece\u96f6\u751f\u6210\u5168\u65b0\u7684\u86cb\u767d\u8d28\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>RNA\uff08\u6838\u7cd6\u6838\u9178\uff09\u75c5\u6bd2\u7814\u7a76\u8ba1\u7b97\u6548\u7387\u4f4e\u3001\u4e0d\u7cbe\u51c6\uff0c\u4e2d\u5c71\u5927\u5b66\u57fa\u4e8eTransformer\u67b6\u6784\u7684\u201cLucaProt\u201d\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u8bad\u7ec3\u4e86\u5927\u578b\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\uff0c\u5c06\u75c5\u6bd2\u53d1\u73b0\u5468\u671f\u4ece\u8fc7\u53bb2-3\u4e2a\u6708\u65f6\u95f4\u7f29\u77ed\u4e3a\u4e00\u5468\uff0c\u53d1\u73b0\u4e86\u6570\u4e07\u79cd\u4f9d\u8d56\u4f20\u7edf\u4eba\u5de5\u6bd4\u5bf9\u65b9\u6cd5\u65e0\u6cd5\u8bc6\u522b\u7684\u65b0\u578b\u75c5\u6bd2\uff0c\u5c06\u5168\u7403RNA\u75c5\u6bd2\u591a\u6837\u6027\u6269\u5145\u4e86\u8fd130\u500d\u3002\u8fd9\u5c06\u4f1a\u5c06\u7f29\u77ed\u75ab\u82d7\u7814\u5236\u5468\u671f\u3001\u964d\u4f4e\u7814\u5236\u6210\u672c\u3002<\/p>\n\n\n\n<p><strong>\u5728\u751f\u4ea7\u5236\u9020\u73af\u8282\uff0c<\/strong>AI\u5927\u6a21\u578b\u53ef\u4ee5\u76f4\u63a5\u670d\u52a1\u667a\u80fd\u6c7d\u8f66\u3001\u673a\u5668\u4eba\u3001\u82af\u7247\u3001\u670d\u88c5\u7b49\u4ea7\u54c1\u7684\u7814\u53d1\u521b\u65b0\uff0c\u4f8b\u5982\u5de5\u7a0b\u5e08\u53ef\u901a\u8fc7\u5927\u6a21\u578b\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u6307\u4ee4\uff0c\u5b8c\u6210\u673a\u5668\u4eba\u529f\u80fd\u7684\u5f00\u53d1\u4e0e\u8c03\u8bd5\uff0c\u751a\u81f3\u8fd8\u80fd\u4e3a\u673a\u5668\u4eba\u521b\u9020\u4e00\u4e9b\u5168\u65b0\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u5728\u8bbe\u5907\u8fd0\u7ef4\u73af\u8282\uff0cAI\u5927\u6a21\u578b\u5927\u5e45\u589e\u5f3a\u4e86\u4f20\u7edf\u5782\u76f4\u6a21\u578b\u7684\u80fd\u529b\u3002<\/strong>AI\u5927\u6a21\u578b\u5177\u5907\u4e86\u7406\u89e3\u80fd\u529b\uff0c\u7535\u529b\u884c\u4e1a\u65e0\u4eba\u673a\u5728\u5c71\u533a\u7535\u529b\u8bbe\u5907\u4e0a\u91c7\u96c6\u4fe1\u606f\u540e\uff0c\u4f20\u7edf\u5782\u76f4\u5c0f\u6a21\u578b\u7ed9\u51fa\u7684\u5224\u65ad\uff1a\u201c\u9500\u5b50\u4e0d\u89c4\u8303\u201d\uff0c\u800c\u5927\u6a21\u578b\u80fd\u591f\u57fa\u4e8e\u591a\u6a21\u6001\u53d1\u5c55\u51fa\u56fe\u50cf\u8ba4\u77e5\u80fd\u529b\uff0c\u7ed9\u51fa\u7684\u7ed3\u8bba\u662f\uff1a\u201c\u9ad8\u901f\u516c\u8def\u9644\u8fd1\u4e0a\u7a7a\uff0c\u7ea2\u8272\u6d82\u88c5\u7684\u7edd\u7f18\u5b50\u5de6\u4fa7\u8fde\u63a5\u6746\u5854\u91d1\u4ef6\u4e0a\uff0c\u670910\u4e2a\u87ba\u6813\uff0c\u5176\u4e2d3\u4e2a\u5b58\u5728\u9500\u5b50\u4e0d\u89c4\u8303\uff0c\u5305\u62ec1\u4e2a\u8131\u9500\u30011\u4e2a\u672a\u63d2\u7d27\u30011\u4e2a\u635f\u6bc1\uff0c\u5df2\u751f\u6210\u5f02\u5e38\u8bf4\u660e\uff0c\u5efa\u8bae\u5c3d\u5feb\u73b0\u573a\u786e\u8ba4\u53d1\u8d77\u68c0\u4fee\u3002\u201d<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  \u6570\u5b57\u5316\u8f6c\u578b\u7f51\uff08www.szhzxw.cn\uff09<\/mark><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-13.png\" alt=\"\" class=\"wp-image-27269\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001AI\u5927\u6a21\u578b\u8d4b\u80fd\u5236\u9020\u4e1a\u7684\u56db\u4e2a\u57fa\u672c\u8d8b\u52bf<\/h2>\n\n\n\n<p>\u5728\u201c\u8f6f\u4ef6\u5b9a\u4e49\u4e00\u5207\u201d\u7684\u65f6\u4ee3\uff0cAI\u5927\u6a21\u578b\u4f5c\u4e3a\u65b0\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u5fc5\u5c06\u4ece\u5185\u5bb9\u9886\u57df\uff08\u6587\u751f\u6587\u3001\u6587\u751f\u56fe\u7b49\uff09\u6df1\u5ea6\u6269\u5f20\u5230\u751f\u4ea7\u5b9e\u4f53\u9886\u57df\uff0c\u5728\u5236\u9020\u4e1a\u7684\u5404\u4e2a\u73af\u8282\u4e2d\u5f15\u53d1\u65b0\u7684\u6548\u7387\u9769\u547d\uff0c\u52a0\u901f\u5236\u9020\u4e1a\u8d70\u5411\u667a\u80fd\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. AI\u9a71\u52a8\u8f6f\u4ef6\u5347\u7ea7\u662f\u5927\u6a21\u578b\u8d4b\u80fd\u5236\u9020\u4e1a\u7684\u4e3b\u8981\u9014\u5f84<\/h3>\n\n\n\n<p><strong>\u5de5\u4e1a\u8f6f\u4ef6\u662f\u5236\u9020\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u7075\u9b42\u548c\u5173\u952e\u3002<\/strong><\/p>\n\n\n\n<p>AI\u5927\u6a21\u578b\u5982\u4f55\u652f\u6301\u8d4b\u80fd\u5236\u9020\u4e1a\uff0c\u6709\u591a\u79cd\u65b9\u5f0f\u548c\u9014\u5f84\uff0c\u53ef\u9884\u671f\u7684\u91cd\u8981\u65b9\u5f0f\u662f\uff1a<strong>AI\u5c06\u91cd\u6784\u8f6f\u4ef6\u5f00\u53d1\u6a21\u5f0f\u3001\u4ea4\u4e92\u65b9\u5f0f\u3001\u4f7f\u7528\u6d41\u7a0b\u548c\u5546\u4e1a\u6a21\u5f0f\uff0c\u65e0\u8bba\u662f\u7814\u53d1\u7c7b\u3001\u7ba1\u7406\u7c7b\u3001\u751f\u4ea7\u7c7b\u8fd8\u662f\u540e\u670d\u52a1\u7c7b\u5de5\u4e1a\u8f6f\u4ef6\uff0c\u90fd\u5c06\u7528\u5927\u6a21\u578b\u91cd\u65b0\u5347\u7ea7\u4e00\u904d\uff0c<\/strong>\u8d8a\u662f\u590d\u6742\u7684\u8f6f\u4ef6\u7cfb\u7edf\uff0c\u672a\u6765\u6539\u9020\u7684\u7a7a\u95f4\u8d8a\u5927\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>\u57fa\u4e8e\u4ee3\u7801\u5927\u6a21\u578b\u6253\u9020\u7684\u65b0\u4e00\u4ee3AI\u7f16\u7801\u5e73\u53f0\u4ea7\u54c1\uff0c\u5177\u5907\u5f3a\u5927\u7684\u4ee3\u7801\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\uff0c<strong>\u652f\u6301\u4ee3\u7801\u8865\u5168\u3001\u6d4b\u8bd5\u5355\u5143\u751f\u6210\u3001\u4ee3\u7801\u89e3\u91ca\u3001\u4ee3\u7801\u67e5\u9519\u7b49\u6838\u5fc3\u573a\u666f\u3002<\/strong>\u968f\u7740MaaS\uff08\u6a21\u578b\u5373\u670d\u52a1\uff09\u7684\u5d1b\u8d77\uff0c\u4ee5\u6a21\u578b\u4e3a\u4e2d\u5fc3\u7684\u5f00\u53d1\u8303\u5f0f\u5c06\u964d\u4f4e\u5de5\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u95e8\u69db\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u6839\u636eCSDN\u57282023\u5e74\u521d\u7684\u8bc4\u4f30\uff0cGPT4\u7684\u8f6f\u4ef6\u7f16\u7a0b\u80fd\u529b\u76f8\u5f53\u4e8e\u56fd\u5185\u6708\u85aa3\u4e07\u5143\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u80fd\u529b\uff0c\u76f8\u5f53\u4e8e\u8c37\u6b4c\u5e74\u85aa18\u4e07\u7f8e\u5143L3\u7ea7\u5de5\u7a0b\u5e08\u3002\u7f8e\u56fd\u4e00\u4e2a\u8f6f\u4ef6\u5c97\u4f4d\u62db\u8058\u505a\u4e86\u4e00\u4e2a\u6d4b\u8bd5\uff1a\u4e00\u4e2a\u53ea\u67094\u5e74\u7f16\u7a0b\u7ecf\u9a8c\u7684\u5de5\u7a0b\u5e08\u501f\u52a9AI\u5de5\u5177\uff0c\u5176\u8f6f\u4ef6\u5f00\u53d1\u6548\u7387\u76f8\u5f53\u4e8e19\u5e74\u7f16\u7a0b\u7ecf\u9a8c\u76845\u500d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-14.png\" alt=\"\" class=\"wp-image-27270\"\/><\/figure>\n\n\n\n<p><strong>\u5728\u5de5\u4e1a\u8f6f\u4ef6\u5f00\u53d1\u5c42\u9762\uff0cAI\u5927\u6a21\u578b\u6b63\u5728\u9769\u65b0\u8f6f\u4ef6\u5f00\u53d1\u8303\u5f0f\u3002AI\u5c06\u4e0e\u4eba\u7c7b\u5171\u540c\u534f\u4f5c\u5f00\u53d1\uff0c\u500d\u6570\u7ea7\u63d0\u5347\u8f6f\u4ef6\u7814\u53d1\u7684\u6548\u7387\uff0c<\/strong>\u4f8b\u5982\u670d\u52a1\u4e8e\u4e00\u7ebf\u7814\u53d1\u4eba\u5458\u7684\u5185\u5bb9\u751f\u6210\u5de5\u5177\uff08\u6587\u6863\u3001\u7f16\u7801\u3001\u6d4b\u8bd5\u3001\u53d1\u5e03\u3001\u8fd0\u7ef4\uff09\uff0c\u53ef\u4ee5\u5927\u5e45\u63d0\u5347\u751f\u4ea7\u529b\u3002\u540c\u65f6\u201c\u4ee3\u7801\u5927\u6a21\u578b\u201d\u7684\u7814\u7a76\u548c\u5e94\u7528\uff0c\u6b63\u5728\u5f15\u53d1AI\u7f16\u7801\u7684\u9769\u547d\u3002<\/p>\n\n\n\n<p>AI\u6210\u4e3a\u82af\u7247\u8bbe\u8ba1\u65b0\u5de5\u5177\uff0c<strong>AI\u4e0eEDA\u7684\u53cc\u5411\u5954\u8d74\uff0c\u5c06\u5f00\u542f\u82af\u7247\u8bbe\u8ba1\u7684\u4e0b\u4e00\u573a\u9769\u547d\uff0c<\/strong>Synopsys\u548cCadence\u7b49\u4f20\u7edf\u82af\u7247\u8bbe\u8ba1\u516c\u53f8\u4e5f\u5728\u79ef\u6781\u62e5\u62b1AI\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p>\u82f1\u4f1f\u8fbeHopper\u67b6\u6784H100\u62e5\u670913000\u4e2aAI\u8bbe\u8ba1\u7535\u8def\uff0c\u7528AI\u8bbe\u8ba1GPU\u6bd4\u4f20\u7edfEDA\u51cf\u5c1125%\u82af\u7247\u9762\u79ef\uff0c\u529f\u8017\u66f4\u4f4e\u3002\u8c37\u6b4c\u5f00\u59cb\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6280\u672f\u8bbe\u8ba1\u81ea\u5df1\u7684TPUAI\u52a0\u901f\u5668\u5e03\u5c40\u3002<\/p>\n\n\n\n<p>\u5728\u5de5\u4e1a\u8f6f\u4ef6\u6027\u80fd\u5c42\u9762\uff0cAI\u5927\u6a21\u578b\u4f1a\u63a8\u52a8\u8f6f\u4ef6\u667a\u80fd\u5347\u7ea7\u3002\u4f8b\u5982\u5728\u7814\u53d1\u8bbe\u8ba1\u573a\u666f\u4e2d\uff0cBack2CAD\u57fa\u4e8eChatGPT\u7b49\u63a8\u51faCADGPT\u2122\uff0c\u652f\u6301\u667a\u80fd\u63a8\u8350\u3001\u6587\u6863\u751f\u6210\u3001\u4ee3\u7801\u751f\u4ea7\u7b49\u529f\u80fd\uff0c\u80fd\u591f\u6709\u6548\u8f85\u52a9\u4ea7\u54c1\u7684\u7814\u53d1\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5f25\u5408\u6570\u636e\u6d41\u65ad\u70b9\u662fAI\u5927\u6a21\u578b\u8d4b\u80fd\u5236\u9020\u4e1a\u7684\u91cd\u8981\u4ef7\u503c<\/h3>\n\n\n\n<p><strong>\u6bcf\u4e00\u6b21\u4eba\u673a\u4ea4\u4e92\u6280\u672f\u7684\u7a81\u7834\uff0c\u90fd\u5c06\u5e26\u6765\u4e00\u6b21\u4ea7\u4e1a\u91cd\u6784\u3002<\/strong>AI\u5927\u6a21\u578b\u5e26\u6765\u4e86\u65b0\u7684\u201c\u4eba\u673a\u4ea4\u4e92\u201d\u9769\u547d\uff0c\u672a\u6765\u81ea\u7136\u8bed\u8a00\u5c06\u80fd\u64cd\u63a7\u4e00\u5207\uff0c\u6df1\u523b\u6539\u53d8\u4eba\u4eec\u4f7f\u7528\u641c\u7d22\u5f15\u64ce\u3001\u6d88\u8d39\u8d2d\u7269\u3001\u751f\u4ea7\u5236\u9020\u7b49\u7684\u65b9\u5f0f\uff0c\u5e76\u6df1\u523b\u5f71\u54cd\u672a\u6765\u7684\u4ea7\u4e1a\u7ade\u4e89\u683c\u5c40\u3002<\/p>\n\n\n\n<p>\u5236\u9020\u4e1a\u6570\u5b57\u5316\u7684\u6838\u5fc3\u662f\uff0c\u4ee5\u6570\u636e\u7684\u81ea\u52a8\u6d41\u52a8\u5316\u89e3\u590d\u6742\u7cfb\u7edf\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u5c06\u6b63\u786e\u7684\u6570\u636e\u3001\u4ee5\u6b63\u786e\u7684\u65b9\u5f0f\u3001\u5728\u6b63\u786e\u7684\u65f6\u95f4\u4f20\u9012\u7ed9\u6b63\u786e\u7684\u4eba\u548c\u673a\u5668\uff0c\u63d0\u9ad8\u8d44\u6e90\u914d\u7f6e\u6548\u7387\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>\u4f46\u4f01\u4e1a\u5b9e\u9645\u7684\u8fd0\u8425\u72b6\u6001\u662f\uff1a\u591a\u4e2a\u73af\u8282\u4e2d\u5b58\u5728\u6570\u636e\u6d41\u7684\u65ad\u70b9\uff0c\u9700\u8981\u5de5\u7a0b\u5e08\u5f00\u53d1\u5404\u79cd\u5de5\u827a\u8f6f\u4ef6\u548c\u6d41\u7a0b\u8f6f\u4ef6\u3002AI\u5927\u6a21\u578b\u4e3a\u6539\u53d8\u8fd9\u4e00\u73b0\u72b6\u627e\u5230\u4e86\u65b0\u8def\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-15.png\" alt=\"\" class=\"wp-image-27271\"\/><\/figure>\n\n\n\n<p>\u8fd9\u6761\u65b0\u8def\u662f\uff0c\u57fa\u4e8eAI\u5927\u6a21\u578b\u7684\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u80fd\u529b\uff0c\u4e3a\u5236\u9020\u4e1a\u4f01\u4e1a\u5185\u90e8\u3001\u4ea7\u4e1a\u4e0a\u4e0b\u6e38\u4e4b\u95f4\u7684\u5b9e\u65f6\u3001\u6cdb\u5728\u7684\u8fde\u63a5\u63d0\u4f9b\u4e86\u8f6f\u4ef6\u5f00\u53d1\u3001\u4ea4\u4e92\u7684\u65b0\u65b9\u5f0f\uff0c\u964d\u4f4e\u4e86\u5de5\u827a\u548c\u6d41\u7a0b\u7684\u8f6f\u4ef6\u5f00\u53d1\u95e8\u69db\u3001\u63d0\u9ad8\u4e86\u6548\u7387\uff0c\u5f25\u5408\u4e86\u4f01\u4e1a\u6570\u636e\u6d41\u52a8\u8fc7\u7a0b\u4e2d\u7684\u65e0\u6570\u4e2a\u65ad\u70b9\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\u56fd\u5185\u673a\u5668\u4eba\u516c\u53f8\uff0c\u501f\u52a9\u901a\u4e49\u5927\u6a21\u578b\u5f00\u53d1\u673a\u5668\u4eba\u884c\u4e1a\u6a21\u578b\uff0c\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4eba\u548c\u673a\u5668\u7684\u4e92\u52a8\u3002<strong>\u5982\u673a\u5668\u4eba\u6536\u5230\u4e86\u4eba\u7684\u6307\u4ee4\u540e\uff0c\u53ef\u4ee5\u8fdb\u884c\u7406\u89e3\u3001\u63a8\u7406\u548c\u5206\u6790\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u8f6f\u4ef6\u4ee3\u7801\uff0c\u7ec4\u7ec7\u534f\u8c03\u4e0d\u540c\u667a\u80fd\u4f53\u5b8c\u6210\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u4efb\u52a1\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u8fd9\u4e00\u529f\u80fd\u5927\u5927\u964d\u4f4e\u4e86\u5de5\u827a\u5f00\u53d1\u4eba\u5458\u7684\u95e8\u69db\uff0c\u63d0\u9ad8\u4e86\u5f00\u53d1\u6548\u7387\u548c\u8d28\u91cf\u3002<\/strong>\u4ece\u5168\u5c40\u6765\u770b\uff0c\u4e0d\u4ec5\u80fd\u907f\u514d\u51fa\u73b0\u6570\u636e\u65ad\u70b9\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u5e26\u6765\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u63d0\u9ad8\u4ea7\u54c1\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\uff0c\u4fc3\u8fdb\u4e86\u6570\u636e\u5728\u591a\u4e2a\u73af\u8282\u7684\u81ea\u52a8\u6d41\u52a8\uff0c\u63d0\u9ad8\u4e86\u6574\u4e2a\u7cfb\u7edf\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-16.png\" alt=\"\" class=\"wp-image-27272\"\/><\/figure>\n\n\n\n<p>\u8fdb\u5165\u6570\u5b57\u65f6\u4ee3\uff0c\u4ee5\u5f80\u9ad8\u5ea6\u4e00\u4f53\u5316\u3001\u96c6\u4e2d\u5316\u7684\u5236\u9020\u4e1a\u4f53\u7cfb\uff0c\u9010\u6e10\u8d70\u5411\u751f\u4ea7\u5206\u6563\u5316\u548c\u7ec4\u7ec7\u7075\u6d3b\u5316\u3002<\/p>\n\n\n\n<p>AI\u5927\u6a21\u578b+\u667a\u80fd\u534f\u540c\u529e\u516c\u5e73\u53f0\uff0c\u6709\u52a9\u4e8e\u6253\u901a\u5236\u9020\u4e1a\u7684\u4e00\u4e2a\u4e2a\u6570\u636e\u65ad\u6d41\u8282\u70b9\uff0c\u63a8\u52a8\u6570\u636e\u5728\u7814\u53d1\u3001\u751f\u4ea7\u3001\u914d\u9001\u3001\u670d\u52a1\u7b49\u73af\u8282\u9ad8\u6548\u6d41\u52a8\uff0c\u4ece\u800c\u63d0\u5347\u5236\u9020\u4f01\u4e1a\u5185\u90e8\u3001\u751a\u81f3\u4ea7\u4e1a\u4e0a\u4e0b\u6e38\u4e4b\u95f4\u7684\u534f\u540c\u6548\u7387\uff0c\u63a8\u52a8\u5236\u9020\u4e1a\u8d70\u5411\u201c\u667a\u80fd\u534f\u540c\u751f\u4ea7\u201d\u3002<\/p>\n\n\n\n<p><strong>\u201c\u878d\u5408\u201d\u662f\u534a\u4e2a\u4e16\u7eaa\u4ee5\u6765\u6280\u672f\u6f14\u8fdb\u7684\u57fa\u672c\u89c4\u5f8b\uff0c\u4fe1\u606f\u6280\u672f\uff08IT\uff09\u3001\u901a\u4fe1\u6280\u672f\uff08CI\uff09\u3001\u63a7\u5236\u6280\u672f\uff08OT\uff09\u548c\u4ee5\u4e91\u8ba1\u7b97\u3001AI\u4e3a\u4ee3\u8868\u7684DT\u6280\u672f\u52a0\u901f\u878d\u5408\u3002<\/strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>\u5c55\u671b\u672a\u676510\u5e74\uff0cAI\u5927\u6a21\u578b\u5c06\u4f1a\u8d4b\u80fd\u6bcf\u4e2a\u667a\u80fd\u7ec8\u7aef\u3001\u667a\u80fd\u5355\u5143\u548c\u667a\u80fd\u7cfb\u7edf\uff0cAI\u5927\u6a21\u578b\u9a71\u52a8\u7684\u667a\u80fd\u5728\u4e91\u8fb9\u7aef\u5b9e\u65f6\u534f\u540c\u6210\u4e3a\u57fa\u672c\u8d8b\u52bf\uff0c\u88abAI\u5927\u6a21\u578b\u8d4b\u80fd\u7684\u667a\u80fd\u4f53\u5c06\u65e0\u6240\u4e0d\u5728\uff0c\u8bbe\u5907\u3001\u4ea7\u7ebf\u3001\u5de5\u5382\u3001\u4f01\u4e1a\u4e2d\u7684\u667a\u80fd\u4f53\u5c06\u65e0\u6240\u4e0d\u5728\uff0c\u6570\u636e\u6d41\u7684\u6838\u5fc3\u4ef7\u503c\u5c06\u4ece\u63cf\u8ff0\u4fe1\u606f\u8d70\u5411\u51b3\u7b56\u6d41\u548c\u63a7\u5236\u6d41\u3002<\/p>\n\n\n\n<p><strong>\u65e0\u6570\u4e2a\u667a\u80fd\u4f53\u5728AI\u5927\u6a21\u578b\u7684\u9a71\u52a8\u4e0b\uff0c\u5b9e\u73b0\u51b3\u7b56\u667a\u80fd\u4e0e\u63a7\u5236\u6267\u884c\uff0c\u8d70\u5411\u81ea\u51b3\u7b56\u3001\u81ea\u63a7\u5236\uff0c\u4eba\u4eec\u5c06\u9762\u5bf9\u4e00\u4e2a\u667a\u80fd\u8054\u5408\u4f53\u7684\u5d1b\u8d77\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-17.png\" alt=\"\" class=\"wp-image-27273\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u8fdb\u5165\u63a7\u5236\u73af\u8282\u662fAI\u5927\u6a21\u578b\u8d4b\u80fd\u5236\u9020\u4e1a\u7684\u5173\u952e\u6807\u5fd7<\/h3>\n\n\n\n<p><strong>AI\u5927\u6a21\u578b\u8fdb\u5165\u5236\u9020\u4e1a\u7684\u6838\u5fc3\u4ef7\u503c\u4e0d\u662f\u5728\u8425\u9500\u548c\u7ba1\u7406\u7b49\u73af\u8282\uff0c\u800c\u662f\u8981\u8fdb\u5165\u751f\u4ea7\u63a7\u5236\u73af\u8282\u3002<\/strong><\/p>\n\n\n\n<p>AI\u5927\u6a21\u578b\u7684\u901a\u7528\u6027\u3001\u6cdb\u5316\u6027\uff0c\u4ee5\u53ca\u57fa\u4e8e\u201c\u9884\u8bad\u7ec3+\u7cbe\u8c03\u201d\u7684\u65b0\u5f00\u53d1\u8303\u5f0f\uff0c\u5c06\u4ece\u7814\u53d1\u8bbe\u8ba1\u3001\u751f\u4ea7\u5de5\u827a\u3001\u8fd0\u7ef4\u8d28\u63a7\u3001\u9500\u552e\u5ba2\u670d\u3001\u7ec4\u7ec7\u534f\u540c\u7b49\u5404\u4e2a\u73af\u8282\u8d4b\u80fd\u5236\u9020\u4e1a\u3002<\/p>\n\n\n\n<p>\u5176\u4e2d\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fdb\u5165\u751f\u4ea7\u73af\u8282\u6700\u6838\u5fc3\u7684\u63a7\u5236\u7cfb\u7edf\uff0c\u4f8b\u5982PLC\u3001MES\u3001SCADA\u7b49\u7b49\uff0c\u63d0\u5347\u5de5\u827a\u751f\u4ea7\u6d41\u7a0b\u7684\u667a\u80fd\u5316\uff0c\u662fAI\u5927\u6a21\u578b\u5e94\u7528\u5236\u9020\u4e1a\u7684\u5173\u952e\u6807\u5fd7\u3002<\/p>\n\n\n\n<p>\u897f\u95e8\u5b50\u548c\u5fae\u8f6f\u5728\u4eca\u5e744\u6708\u5ba3\u5e03\u5408\u4f5c\uff0c\u57fa\u4e8eGPT\u63a8\u52a8\u4e0b\u4e00\u4ee3\u81ea\u52a8\u5316\u6280\u672f\u53d8\u9769\uff0c\u5408\u4f5c\u5f00\u53d1PLC\u7684\u4ee3\u7801\u751f\u6210\u5de5\u5177\uff0c\u5c06AI\u5927\u6a21\u578b\u878d\u5165\u63a7\u5236\u73af\u8282\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u5728\u7535\u529b\u8c03\u5ea6\u9886\u57df\uff0cAI\u5927\u6a21\u578b\u53ef\u4ee5\u6df1\u5165\u65b0\u578b\u7535\u529b\u7cfb\u7edf\u590d\u6742\u8c03\u5ea6\u63a7\u5236\u6838\u5fc3\u4e1a\u52a1\u73af\u8282\uff0c\u6210\u4e3a\u8c03\u5ea6\u4e1a\u52a1\u201c\u4e13\u5bb6\u52a9\u624b\u201d\uff0c\u53ef\u4ee5\u4e3a\u7535\u529b\u8c03\u5ea6\u5458\u63d0\u4f9b\u7535\u7f51\u8c03\u63a7\u7b56\u7565\uff0c\u4f18\u5316\u7ebf\u8def\u8d1f\u8f7d\u5747\u8861\uff0c\u4ece\u800c\u964d\u4f4e\u7535\u7f51\u635f\u8017\u7b49\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c<strong>\u4f01\u4e1a\u6b63\u63a2\u7d22\u5229\u7528AI\u5927\u6a21\u578b\u80fd\u529b\uff0c\u9a71\u52a8\u5de5\u4e1a\u8f6f\u4ef6SCADA\u667a\u80fd\u5316\u3002<\/strong><\/p>\n\n\n\n<p>SCADA\u7cfb\u7edf\uff08\u6570\u636e\u91c7\u96c6\u4e0e\u76d1\u89c6\u63a7\u5236\u7cfb\u7edf\uff09\u53ef\u4ee5\u5e94\u7528\u4e8e\u7535\u529b\u3001\u51b6\u91d1\u3001\u77f3\u6cb9\u3001\u5316\u5de5\u3001\u71c3\u6c14\u3001\u94c1\u8def\u7b49\u9886\u57df\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u76d1\u89c6\u63a7\u5236\u4ee5\u53ca\u8fc7\u7a0b\u63a7\u5236\u7b49\u8bf8\u591a\u9886\u57df\u3002<\/p>\n\n\n\n<p><strong>\u5728SCADA\u573a\u666f\u4e0b\uff0c\u5178\u578b\u505a\u6cd5\u662f\u5229\u7528\u5927\u6a21\u578b\u5728\u7279\u5b9a\u884c\u4e1a\u573a\u666f\u4e0b\u7684\u7f16\u7a0b\u63a5\u53e3\u548c\u751f\u6001\u5e93\uff0c\u4ea7\u751f\u5de5\u4e1a\u903b\u8f91\u4ee3\u7801\uff08\u4ea4\u4e92\u3001\u5efa\u6a21\u3001SQL\u5f00\u53d1\uff09\uff0c\u81ea\u52a8\u96c6\u6210\u5230\u5de5\u4e1a\u8f6f\u4ef6\u4e2d\uff0c\u57fa\u4e8e\u7ed3\u679c\u95ed\u73af\u4f18\u5316\u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"http:\/\/www.szhzxw.cn\/wp-content\/uploads\/2023\/12\/\u56fe\u7247-18.png\" alt=\"\" class=\"wp-image-27274\"\/><\/figure>\n\n\n\n<p>\u5728\u6c7d\u8f66\u884c\u4e1a\uff0c\u8fd1\u51e0\u5341\u5e74\u6765\uff0c\u6c7d\u8f66\u5de5\u4e1a\u7684\u8f6c\u578b\uff0c\u4e0d\u4ec5\u662f\u4e00\u573a\u52a8\u529b\u9769\u547d\uff0c\u4e5f\u662f\u4e00\u6b21\u63a7\u5236\u9769\u547d\u3002<\/p>\n\n\n\n<p>\u4f20\u7edf\u6c7d\u8f66\u5411\u667a\u80fd\u6c7d\u8f66\u6f14\u8fdb\u6700\u5927\u7684\u6280\u672f\u53d8\u9769\u5728\u4e8e\u6c7d\u8f66\u63a7\u5236\u7cfb\u7edf\u7684\u521b\u65b0\uff0c\u4ece\u4f20\u7edf\u6c7d\u8f6680\u591a\u4e2aECU\u7b49\u7535\u5b50\u63a7\u5236\u5355\u5143\uff0c\u8f6c\u5411\u7c7b\u4f3c\u4e8e\u667a\u80fd\u624b\u673a\u7684\u96c6\u4e2d\u5f0f\u67b6\u6784\uff08\u5e95\u5c42\u64cd\u4f5c\u7cfb\u7edf+\u82af\u7247SOC+\u5e94\u7528\u8f6f\u4ef6\uff09\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u81ea\u52a8\u9a7e\u9a76\u6210\u4e3a\u6c7d\u8f66\u5de5\u4e1a\u8f6c\u578b\u7684\u53c8\u4e00\u4e2a\u91cd\u5927\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u5927\u6a21\u578b\u5bf9\u81ea\u52a8\u9a7e\u9a76\u7684\u6539\u53d8\u4e3b\u8981\u6709\u4e24\u4e2a\u65b9\u5411\uff1a<strong>\u4e00\u662f\u5927\u6a21\u578b\u4f5c\u4e3a\u8d4b\u80fd\u5de5\u5177\uff0c\u8f85\u52a9\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u7684\u8bad\u7ec3\u548c\u4f18\u5316\uff1b\u4e8c\u662f\u5927\u6a21\u578b\u8fdb\u5165\u51b3\u7b56\u63a7\u5236\u73af\u8282\uff0c\u4f5c\u4e3a\u201c\u63a7\u5236\u8005\u201d\u76f4\u63a5\u9a7e\u9a76\u8f66\u8f86\u3002<\/strong><\/p>\n\n\n\n<p>2023\u5e748\u6708\u516c\u5f00\u62a5\u9053\u663e\u793a\uff0c\u7279\u65af\u62c9\u201c\u7aef\u5230\u7aef\u201dAI\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edfFSD Beta V12\u9996\u6b21\u516c\u5f00\u4eae\u76f8\uff0c\u5b8c\u5168\u4f9d\u9760\u8f66\u8f7d\u6444\u50cf\u5934\u548c\u795e\u7ecf\u7f51\u7edc\u6765\u8bc6\u522b\u9053\u8def\u548c\u4ea4\u901a\u60c5\u51b5\uff0c\u5e76\u505a\u51fa\u76f8\u5e94\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u76ee\u524dAI\u5927\u6a21\u578b\u8fdb\u5165\u63a7\u5236\u73af\u8282\uff0c\u5b9e\u9645\u7684\u5e94\u7528\u548c\u843d\u5730\u8fc7\u7a0b\u4ecd\u7136\u9762\u4e34\u7740\u8bb8\u591a\u95ee\u9898\uff0c\u6709\u5f85\u79d1\u7814\u4eba\u5458\u8fdb\u4e00\u6b65\u63a2\u7d22\u89e3\u51b3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u5927\u5c0f\u6a21\u578b\u534f\u540c\u662fAI\u5927\u6a21\u578b\u8d4b\u80fd\u5236\u9020\u4e1a\u7684\u91cd\u8981\u8d8b\u52bf<\/h3>\n\n\n\n<p>AI\u5927\u6a21\u578b\u672c\u8eab\u9700\u8981\u627e\u5230\u5177\u4f53\u843d\u5730\u573a\u666f\uff0c\u79bb\u89e3\u51b3\u5343\u884c\u767e\u4e1a\u7684\u5b9e\u9645\u573a\u666f\u95ee\u9898\uff0c\u8fd8\u6709\u8ddd\u79bb\u3002\u4ece\u5b9e\u9645\u7684\u4ea7\u4e1a\u53d1\u5c55\u770b\uff0c\u4e00\u4e2a\u91cd\u8981\u7684\u8d8b\u52bf\u662f\uff1a\u901a\u7528\u4e0e\u4e13\u7528\u3001\u5f00\u6e90\u4e0e\u95ed\u6e90\u3001\u5927\u6a21\u578b\u4e0e\u73b0\u5b58\u8f6f\u786c\u4ef6\u7cfb\u7edf\u7684\u534f\u540c\u914d\u5408\uff0c\u662f\u4ea7\u4e1a\u843d\u5730\u7684\u5fc5\u7ecf\u9636\u6bb5\uff0c\u800c\u4e14\u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u5927\u5c0f\u6a21\u578b\u9ad8\u5ea6\u534f\u540c\u7684\u91cd\u8981\u8f7d\u4f53\u2014\u2014AI\u667a\u80fd\u4f53\uff08AI Agent\uff09\u5c06\u6210\u4e3a\u65b0\u7684\u751f\u4ea7\u5de5\u5177\u3002<\/p>\n\n\n\n<p>AI Agent\u4e00\u822c\u662f\u6307\u57fa\u4e8eLLM\u3001\u80fd\u591f\u4f7f\u7528\u5de5\u5177\u81ea\u4e3b\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u3002AI Agent\u5c06LLM\u4e0e\u5176\u4ed6\u6a21\u578b\u3001\u8f6f\u4ef6\u7b49\u5916\u90e8\u5de5\u5177\u534f\u540c\uff0c\u80fd\u591f\u5904\u7406\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u5404\u79cd\u590d\u6742\u4efb\u52a1\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>2023\u5e747\u6708\uff0c\u963f\u91cc\u4e91\u63a8\u51fa\u4e86\u4e00\u6b3e\u667a\u80fd\u5de5\u5177\u9b54\u642dGPT\uff08ModelScopeGPT\uff09\uff0c\u5b83\u80fd\u63a5\u6536\u7528\u6237\u6307\u4ee4\uff0c\u901a\u8fc7\u201c\u4e2d\u67a2\u6a21\u578b\u201d\u4e00\u952e\u8c03\u7528\u9b54\u642d\u793e\u533a\u5176\u4ed6\u7684AI\u6a21\u578b\uff0c\u5927\u5c0f\u6a21\u578b\u534f\u540c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\uff0c\u964d\u4f4e\u5927\u6a21\u578b\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n\n\n\n<p>\u672a\u6765\uff0c<strong>AI Agent\u5c06\u4e3b\u8981\u7531\u201c\u611f\u77e5\u7cfb\u7edf+\u63a7\u5236\u7cfb\u7edf+\u6267\u884c\u7cfb\u7edf\u201d\u7ec4\u6210\uff0c\u4e0d\u4ec5\u5177\u6709\u751f\u6210\u80fd\u529b\uff0c\u8fd8\u5c06\u540c\u65f6\u5177\u5907\u4efb\u52a1\u7406\u89e3\u3001\u4efb\u52a1\u62c6\u89e3\u3001\u4efb\u52a1\u8c03\u5ea6\u3001\u6267\u884c\u89c4\u5212\u3001\u94fe\u6761\u534f\u540c\u7b49\u80fd\u529b\u3002<\/strong><\/p>\n\n\n\n<p>\u5176\u4e2dLLM\u5c06\u4e3b\u8981\u627f\u62c5\u6307\u6325\u4e2d\u5fc3\u89d2\u8272\uff0c\u7c7b\u4f3c\u4eba\u7c7b\u201c\u5927\u8111\u201d\u7684\u89d2\u8272\uff0c\u5bf9\u63a5\u5165AI Agent\u7684\u6570\u5b57\u5316\u5de5\u5177\uff08\u6bd4\u5982SaaS\u8f6f\u4ef6\u3001\u5de5\u4e1a\u673a\u5668\u4eba\u3001\u6570\u5b57\u4eba\u7b49\uff09\u8fdb\u884c\u7edf\u4e00\u667a\u80fd\u8c03\u5ea6\u7ba1\u7406\uff0c\u5b9e\u65f6\u5728\u751f\u4ea7\u3001\u7ba1\u7406\u3001\u670d\u52a1\u7b49\u573a\u666f\u4e2d\uff0c\u7531\u4e0d\u540c\u7ec4\u5408\u7684\u6570\u5b57\u5316\u5de5\u5177\u534f\u540c\u5b8c\u6210\u5177\u4f53\u573a\u666f\u4e2d\u7684\u5b9e\u9645\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u6253\u9020\u201c\u516c\u5171\u4e91+AI\u201d\u4f53\u7cfb\u5316\u80fd\u529b\uff0c\u63a8\u52a8\u667a\u80fd\u5236\u9020\u8fc8\u5411\u201c\u65b0\u9636\u6bb5\u201d<\/h2>\n\n\n\n<p>\u4eca\u5929\u7684\u5236\u9020\u4e1a\u8f6c\u578b\u5347\u7ea7\uff0c\u5df2\u7ecf\u4e0d\u518d\u662f\u5355\u4e00\u6280\u672f\u7684\u8d4b\u80fd\uff0c\u800c\u662f\u4ee5\u201c\u516c\u5171\u4e91+AI\u201d\u4e3a\u4ee3\u8868\u7684\u6280\u672f\u4f53\u7cfb\u7684\u5168\u65b9\u4f4d\u8d4b\u80fd\u548c\u652f\u6491\u3002<\/p>\n\n\n\n<p>\u5f53\u524d\uff0c\u5fc5\u987b\u628a\u63e1\u597d\u4ee5AI\u5927\u6a21\u578b\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53d1\u5c55\u7684\u5386\u53f2\u673a\u9047\uff0c\u52a0\u901f\u63a8\u52a8\u667a\u80fd\u5236\u9020\u8fc8\u5411\u201c\u65b0\u9636\u6bb5\u201d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5b9e\u65bd\u201c\u516c\u5171\u4e91\u4f18\u5148\u201d\u6218\u7565\uff0c\u628a\u516c\u5171\u4e91\u4f5c\u4e3a\u63a8\u52a8\u201c\u5236\u9020\u4e1a+AI\u5927\u6a21\u578b\u201d\u878d\u5408\u521b\u65b0\u7684\u5173\u952e\u529b\u91cf<\/h3>\n\n\n\n<p>\u516c\u5171\u4e91\u7684\u5927\u89c4\u6a21\u3001\u9ad8\u53ef\u7528\u3001\u4f4e\u6210\u672c\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\uff0c\u6210\u4e3a\u4ea7\u4e1a\u667a\u80fd\u5316\u7684\u5173\u952e\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u7279\u522b\u662f\u7f8e\u56fd\u5347\u7ea7\u82af\u7247\u7ba1\u5236\u540e\uff0c<strong>\u516c\u5171\u4e91\u662f\u7f13\u89e3\u9ad8\u7aef\u82af\u7247\u74f6\u9888\u7684\u6700\u4f18\u8def\u5f84\uff0c\u901a\u8fc7\u9ad8\u6548\u8fde\u63a5\u5f02\u6784\u8ba1\u7b97\u8d44\u6e90\uff0c\u7a81\u7834\u5355\u4e00\u6027\u80fd\u82af\u7247\u74f6\u9888\uff0c\u534f\u540c\u5b8c\u6210\u5927\u89c4\u6a21\u667a\u80fd\u8ba1\u7b97\u4efb\u52a1\uff0c\u53ef\u4ee5\u6709\u6548\u964d\u4f4e\u5bf9\u6d77\u5916\u9ad8\u7aef\u82af\u7247\u7684\u4f9d\u8d56\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u4e00\u662f<\/strong>\u8981\u5c06\u201c\u516c\u5171\u4e91\u4f18\u5148\u201d\u6218\u7565\u4f5c\u4e3a\u5236\u9020\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u76f8\u5173\u653f\u7b56\u89c4\u5212\u7684\u91cd\u8981\u5185\u5bb9\uff0c\u660e\u786e\u4e2d\u957f\u671f\u53d1\u5c55\u76ee\u6807\u3001\u91cd\u70b9\u4efb\u52a1\u548c\u4fdd\u969c\u63aa\u65bd\u7b49\uff1b<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p><strong>\u4e8c\u662f<\/strong>\u8981\u907f\u514d\u82af\u7247\u201c\u6324\u5151\u201d\u73b0\u8c61\uff0c\u8b66\u60d5\u5404\u5730\u201c\u5c0f\u6563\u591a\u201d\u4e00\u54c4\u800c\u4e0a\u5730\u5efa\u8bbe\u7b97\u529b\u4e2d\u5fc3\uff0c\u9020\u6210\u7edf\u4e00\u7b97\u529b\u5e02\u573a\u5f97\u201c\u788e\u7247\u5316\u201d\uff0c\u907f\u514d\u51fa\u73b0\u5efa\u5f97\u591a\u3001\u7528\u4e0d\u597d\u3001\u7528\u4e0d\u8d77\u7684\u73b0\u8c61\uff1b<\/p>\n\n\n\n<p><strong>\u4e09\u662f<\/strong>\u5c06\u6570\u636e\u4e2d\u5fc3\u5229\u7528\u6548\u7387\u4f5c\u4e3a\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u8003\u6838\u6307\u6807\uff0c\u626d\u8f6c\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u201c\u91cd\u5efa\u8bbe\u3001\u8f7b\u8fd0\u8425\u201d\u201c\u91cd\u6295\u5165\u3001\u8f7b\u7ee9\u6548\u201d\u7684\u6a21\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u9f13\u52b1\u6a21\u578b\u5f00\u6e90\u5f00\u653e\uff0c\u652f\u6301\u79d1\u6280\u5e73\u53f0\u4f01\u4e1a\u505a\u5927\u505a\u5f3a\u6a21\u578b\u5f00\u6e90\u793e\u533a\uff0c\u7e41\u8363AI\u4ea7\u4e1a\u6280\u672f\u751f\u6001<\/h3>\n\n\n\n<p>AI\u7684\u7ade\u4e89\u65e2\u662f\u4e00\u573a\u6280\u672f\u6218\uff0c\u4e5f\u662f\u4e00\u573a\u5546\u4e1a\u6218\uff0c\u6838\u5fc3\u662f\u751f\u6001\u6218\uff0c\u5173\u952e\u5728\u4e8e\u5f00\u6e90\u5f00\u653e\u3002\u5f00\u6e90\u5f00\u653e\u53ef\u4ee5\u964d\u4f4e\u7814\u53d1\u6210\u672c\u548c\u5e94\u7528\u95e8\u69db\uff0c\u662f\u521b\u65b0\u5230\u5546\u4e1a\u95ed\u73af\u7684\u201c\u52a9\u63a8\u5668\u201d\u3002<\/p>\n\n\n\n<p><strong>\u4e00\u662f<\/strong>\u505a\u597dAI\u5f00\u6e90\u5f00\u653e\u751f\u6001\u7684\u9876\u5c42\u8bbe\u8ba1\uff0c\u5c06AI\u5f00\u6e90\u5f00\u653e\u751f\u6001\u5efa\u8bbe\u7eb3\u5165\u56fd\u5bb6\u89c4\u5212\u3001\u6293\u597d\u843d\u5730\u5b9e\u65bd\uff1b<\/p>\n\n\n\n<p><strong>\u4e8c\u662f<\/strong>\u9f13\u52b1\u5730\u65b9\u653f\u5e9c\u8054\u5408AI\u5f00\u6e90\u793e\u533a\u5934\u90e8\u5e73\u53f0\u5efa\u8bbeAI\u8d4b\u80fd\u4e2d\u5fc3\uff0c\u4f9d\u6258\u6d77\u91cf\u5f00\u6e90\u6a21\u578b\u548c\u6a21\u578b\u5373\u670d\u52a1\u5e73\u53f0\uff08MaaS\u5e73\u53f0\uff09\u52a0\u901f\u5236\u9020\u4e1a\u6570\u667a\u5316\u521b\u65b0\u5e94\u7528\uff1b<\/p>\n\n\n\n<p><strong>\u4e09\u662f<\/strong>\u9f13\u52b1\u5e94\u7528\u7275\u5f15\uff0c\u52a0\u5feb\u4ea7\u4e1a\u843d\u5730\uff0c\u652f\u6301\u5236\u9020\u4f01\u4e1a\u52a0\u901f\u5e94\u7528\u57fa\u7840\u5927\u6a21\u578b\u3001\u7814\u53d1\u5e94\u7528\u884c\u4e1a\u6a21\u578b\u548c\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\uff0c\u901a\u8fc7\u201c\u7528\u6a21\u578b\u201d\u53cd\u54fa\u6280\u672f\u521b\u65b0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u542f\u52a8\u5de5\u4e1a\u8f6f\u4ef6AI\u9a71\u52a8\u5347\u7ea7\u5de5\u7a0b\uff0c\u52a0\u5feb\u5236\u9020\u4e1a\u5168\u73af\u8282\u5168\u94fe\u6761\u667a\u80fd\u5316\u5347\u7ea7<\/h3>\n\n\n\n<p>\u4f5c\u4e3a\u667a\u80fd\u5236\u9020\u7684\u5173\u952e\u652f\u6491\uff0c\u5de5\u4e1a\u8f6f\u4ef6\u5bf9\u63a8\u52a8\u5236\u9020\u4e1a\u8f6c\u578b\u5347\u7ea7\u5177\u6709\u91cd\u8981\u6218\u7565\u610f\u4e49\u3002AI\u65f6\u4ee3\uff0c\u6240\u6709\u5de5\u4e1a\u8f6f\u4ef6\u90fd\u503c\u5f97\u7528\u5927\u6a21\u578b\u91cd\u65b0\u5347\u7ea7\u4e00\u904d\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p><strong>\u4e00\u662f<\/strong>\u8981\u5927\u529b\u53d1\u5c55\u57fa\u4e8eAI\u7684\u5de5\u4e1a\u8f6f\u4ef6\uff0c\u63a8\u52a8\u201c\u5de5\u4e1a\u8f6f\u4ef6+AI\u5927\u6a21\u578b\u201d\u6280\u672f\u7814\u53d1\uff0c\u589e\u5f3a\u5de5\u4e1a\u8f6f\u4ef6\u5728\u667a\u80fd\u5316\u65f6\u4ee3\u7684\u81ea\u4e3b\u521b\u65b0\u80fd\u529b\uff0c\u79ef\u6781\u63a8\u52a8\u5de5\u4e1a\u8f6f\u4ef6\u6807\u51c6\u7814\u5236\u5de5\u4f5c\uff1b<\/p>\n\n\n\n<p><strong>\u4e8c\u662f<\/strong>\u8981\u5145\u5206\u53d1\u6325\u5de5\u4e1a\u8f6f\u4ef6\u76f8\u5173\u8054\u76df\u7684\u6c9f\u901a\u6865\u6881\u4f5c\u7528\uff0c\u53d1\u6325AI\u4f01\u4e1a\u3001\u5de5\u4e1a\u8f6f\u4ef6\u4f01\u4e1a\u3001\u79d1\u7814\u9662\u6240\u548c\u5236\u9020\u4e1a\u4f01\u4e1a\u5404\u81ea\u4f18\u52bf\uff0c\u6784\u5efa\u5408\u4f5c\u5171\u8d62\u3001\u5177\u6709\u6838\u5fc3\u7ade\u4e89\u529b\u7684AI\u9a71\u52a8\u7684\u5de5\u4e1a\u8f6f\u4ef6\u4ea7\u4e1a\u751f\u6001\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u805a\u7126\u5236\u9020\u4e1a\u91cd\u70b9\u4ea7\u4e1a\u94fe\uff0c\u5206\u73af\u8282\u5206\u573a\u666f\u6253\u9020\u6807\u6746\uff0c\u793a\u8303\u63a8\u52a8\u5927\u6a21\u578b\u5728\u5236\u9020\u4e1a\u7684\u89c4\u6a21\u5316\u5e94\u7528<\/h3>\n\n\n\n<p>\u5236\u9020\u4e1a\u91cd\u70b9\u4ea7\u4e1a\u94fe\u662f\u52a0\u5feb\u5efa\u8bbe\u73b0\u4ee3\u5316\u4ea7\u4e1a\u4f53\u7cfb\u7684\u91cd\u8981\u652f\u6491\uff0c\u8981\u627e\u51c6\u5173\u952e\u73af\u8282\u3001\u96c6\u4e2d\u4f18\u8d28\u8d44\u6e90\uff0c\u642d\u5efa\u4ee5\u201c\u7b97\u529b+\u7b97\u6cd5+\u6570\u636e\u201d\u4e3a\u6838\u5fc3\u7684\u8981\u7d20\u4f53\u7cfb\uff0c\u63d0\u5347\u5236\u9020\u4e1a\u7684\u6570\u5b9e\u878d\u5408\u7a0b\u5ea6\uff0c\u4fc3\u8fdb\u5236\u9020\u4e1a\u4ea7\u4e1a\u94fe\u5b89\u5168\u548c\u667a\u80fd\u5316\u5347\u7ea7\u3002<\/p>\n\n\n\n<p><strong>\u4e00\u662f<\/strong>\u542f\u52a8\u5927\u6a21\u578b\u652f\u6491\u65b0\u578b\u5de5\u4e1a\u5316\u793a\u8303\u5de5\u7a0b\uff0c\u4ee5AI\u5927\u6a21\u578b\u4e3a\u6293\u624b\uff0c\u63a8\u8fdbAI\u5168\u65b9\u4f4d\u3001\u6df1\u5c42\u6b21\u8d4b\u80fd\u65b0\u578b\u5de5\u4e1a\u5316\uff0c\u52a0\u5feb\u63a2\u7d22\u65b0\u578b\u5de5\u4e1a\u5316\u201c\u65b0\u6a21\u5f0f\u201d\uff1b<\/p>\n\n\n\n<p><strong>\u4e8c\u662f<\/strong>\u5728\u4ea7\u4e1a\u57fa\u7840\u597d\u3001\u521b\u65b0\u80fd\u529b\u5f3a\u7684\u5236\u9020\u4e1a\u4ea7\u4e1a\u5e26\u3001\u4f18\u52bf\u5f00\u53d1\u533a\u3001\u4ea7\u4e1a\u56ed\u533a\u7684\u7b49\uff0c\u7387\u5148\u5f00\u5c55\u201c\u5236\u9020\u4e1a+AI\u5927\u6a21\u578b\u201d\u878d\u5408\u521b\u65b0\u53d1\u5c55\u793a\u8303\u5de5\u7a0b\uff1b<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p><strong>\u4e09\u662f<\/strong>\u901a\u8fc7\u201c\u521b\u65b0\u5e73\u53f0+\u6570\u5b57\u5de5\u5382\u201d\u7b49\u6a21\u5f0f\uff0c\u9488\u5bf9\u611f\u77e5\u3001\u63a7\u5236\u3001\u51b3\u7b56\u3001\u6267\u884c\u7b49\u5173\u952e\u73af\u8282\u7684\u77ed\u677f\u5f31\u9879\uff0c\u5206\u573a\u666f\u52a0\u5f3a\u4ea7\u5b66\u7814\u7528\u8054\u5408\u521b\u65b0\uff0c\u6253\u9020\u521b\u65b0\u5e94\u7528\u6807\u6746\uff0c\u63a8\u52a8\u5927\u6a21\u578b\u89c4\u6a21\u5316\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/06\/CXOUNION\u65b0\u4e8c\u7ef4\u7801.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ffb\u8bd1\uff1a<\/h2>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">An Xiaopeng: The manufacturing industry is the main battlefield for the application of AI large models<\/h2>\n\n\n\n<p>How to understand the depth and breadth of the impact of this round of AI technology development? How to judge the nature of this round of AI technological change?<\/p>\n\n\n\n<p>AI large model is an important milestone in the development of general artificial intelligence. On April 28 and May 5, the Central Meeting put forward three firsts on the development of artificial intelligence: the first proposed &#8220;general artificial intelligence&#8221;, the first proposed &#8220;industrial intelligence&#8221;, and the first proposed &#8220;grasping the wave of new scientific and technological revolution such as artificial intelligence&#8221;.<\/p>\n\n\n\n<p>The &#8220;revolutionary&#8221; feature of this round of AI is not that AI can generate text and pictures, but that AI can generate code, build a new model of human-computer interaction, combine with manufacturing links and scenes such as product research and development, process design, production operations, and product operations, improve production efficiency, form new productivity, and trigger the restructuring of industrial competition.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">   CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>AI large model is related to the transformation of human production tools, the reshaping of the core competitiveness of a country&#8217;s manufacturing industry, and the long-term prosperity and direction of the economy.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">First, the integration of data and reality is the core variable of the restructuring of the global manufacturing competition pattern<\/h3>\n\n\n\n<p>Digitalization is a watershed in an era of great change and has become a catalyst for the sharp divergence of competition among companies, cities, and countries. Manufacturing industry is the most important industrial sector of digital integration, and the way, breadth and depth of its integration can directly affect or even determine the advanced level of manufacturing industry and the global competition pattern.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">The integration of data and reality is the fundamental reason why the United States leads the world in manufacturing<\/h4>\n\n\n\n<p>At present, many people subconsciously very much agree with the development path and model of German manufacturing industry in the digital era, and &#8220;sing down&#8221; the American manufacturing industry. In fact, over the past decade, the United States has been a model room for global manufacturing development.<\/p>\n\n\n\n<p>Whether it is the size, growth or competitiveness of the manufacturing industry, the United States continues to lead Germany and Japan, and the gap is widening: from 2011 to 2021, the size of the manufacturing industry in the United States is 1.5 times that of Germany to 2.4 times, and is 2.5 times that of Japan to 3.1 times. American manufacturing is still growing at a faster pace than Japan and Germany.<\/p>\n\n\n\n<p>The consolidation and establishment of U.S. manufacturing leadership over the past decade is the result of &#8220;software-defined hardware,&#8221; the deep and comprehensive integration of digital technologies represented by &#8220;cloud +AI&#8221; into the real economy, and the migration to new digital infrastructure.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">The emergence of digital native enterprises is an important symbol of the upgrading of American manufacturing<\/h4>\n\n\n\n<p>The emergence of digital native enterprises is an important symbol of industrial upgrading and economic prosperity.<\/p>\n\n\n\n<p>The widening of the manufacturing gap between Germany, Japan and the United States is mainly manifested in the micro lack of a number of competitive digital native enterprises in the manufacturing field.<\/p>\n\n\n\n<p>Germany&#8217;s &#8220;Industry 4.0&#8221; goal has not been achieved, and there is a large gap with expectations, and the digital progress of smes is slow, research shows that only 21% of smes use digital technology in production, and there is no growth of a number of competitive smes in the digital era.<\/p>\n\n\n\n<p>The situation is similar in Japan, which experienced two &#8220;lost decades&#8221; and also failed to develop a number of digital-native enterprises.<\/p>\n\n\n\n<p>Digital technology drives the emergence of new enterprises and new products in the United States, with Tesla, SpaceX, Rivian, OpenAI, Snowflake, Palantir and other digital native enterprises as representatives, not only become the global industry leader, but also continue to build a new model of product innovation.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>As Valentine described in &#8220;From Toyoda to Tesla&#8221;, digital native enterprises in the field of electric vehicles are redefining the car, in the personalized, user-centered Internet of everything, everything intelligent era, new species are born to deal with uncertainty, driven by high-frequency innovation. Iterative thinking based on evolutionary organization accelerates commercialization from MVP baby run.<\/p>\n\n\n\n<p>As a digital native enterprise, Tesla has four typical characteristics: software defined, high-frequency innovation, customer operator, and evolutionary organization.<\/p>\n\n\n\n<p>In 2010, DARPA launched the Adaptive Vehicle Manufacturing (AVM) program, proposing to &#8220;re-invent manufacturing&#8221;, and shorten the development cycle of weapons and equipment to one-fifth of the present by revolutionizing and reshaping the equipment manufacturing industry.<\/p>\n\n\n\n<p>Complex manufacturing product development and production should be like the semiconductor industry, its product design, simulation, testing, process, manufacturing and other activities are all completed in the digital space, and then enter the factory once the product iteration is mature, shortening the development cycle and reducing the development cost. The strategy is already bearing fruit.<\/p>\n\n\n\n<p>On November 11, 2023, the United States first flew a new generation of stealth strategic bomber, which is the world&#8217;s first digital bomber -B21, from the beginning using digital design, cloud-based development, deployment and testing of digital twins, bringing better maintenance and longer life cycle. As well as lower infrastructure costs, it is the fastest model developed by the US military in the last 30 years, and it can constantly upgrade product functions like Tesla cars continue to download new software, and the combat upgrade will rely on agile software iteration.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">   CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>The essence of this trend is that &#8220;cloud +AI&#8221; is not only a business infrastructure, but also an innovation infrastructure, which is the cradle of new enterprises and new products.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">AI grand model is a new starting point for reshaping the global manufacturing competition pattern<\/h4>\n\n\n\n<p>The AI grand model is accelerating the third wave of &#8220;digital-real integration&#8221;, and intelligence is its main feature. AI big model will affect the development pattern of the manufacturing industry, and AI big model will be integrated into all aspects of the research and development design, production process, quality management, operation control, marketing services, organizational collaboration and management of the manufacturing industry.<\/p>\n\n\n\n<p>In the field of research and development design, AI revolutionizes traditional research paradigms.<\/p>\n\n\n\n<p>In the biomedical field, in 2022, the AlphaFold2 model developed by DeepMind predicted almost all protein structures. Today, AI models can not only &#8220;predict&#8221; but also &#8220;generate&#8221; proteins, creating new possibilities for future drug production and research. For example, the ProGen system, developed by Salesforce Research, successfully generates entirely new proteins from zero.<\/p>\n\n\n\n<p>The computational efficiency of RNA virus research is low and inaccurate. The &#8220;LucaProt&#8221; deep learning model based on Transformer architecture of Sun Yat-sen University has trained a large protein language model, and the virus discovery cycle has been shortened from the past 2-3 months to one week. The discovery of tens of thousands of novel viruses that could not be identified by traditional manual comparison methods has increased the global RNA virus diversity by nearly 30 times. This will shorten the vaccine development cycle and reduce the cost of development.<\/p>\n\n\n\n<p>In the manufacturing process, AI large models can directly serve the R &amp; D and innovation of intelligent cars, robots, chips, clothing and other products, such as engineers can automatically generate code instructions through large models, complete the development and debugging of robot functions, and even create some new functions for robots.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">   CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>In the field of equipment operation and maintenance, AI large models have greatly enhanced the capabilities of traditional vertical models. The AI large model has the understanding ability. After the UAV in the power industry collects information on the power equipment in the mountain area, the traditional vertical small model gives the judgment: &#8220;the dowel is not standardized&#8221;, and the large model can develop the image cognition ability based on multiple modes. The conclusion is: &#8220;In the air near the highway, there are 10 bolts on the left side of the red coated insulator connecting the gold piece of the pole tower, and 3 of them have non-standard pins, including 1 out of stock, 1 not firmly inserted, and 1 damaged. Abnormal instructions have been generated, and it is recommended to confirm the site and launch maintenance as soon as possible.&#8221;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Second, the four basic trends of AI large model enabling manufacturing<\/h3>\n\n\n\n<p>In the era of &#8220;software defines everything&#8221;, AI large models, as a new productivity tool, will expand deeply from the content field (Wensheng, Wensheng chart, etc.) to the production entity field, trigger a new efficiency revolution in all aspects of manufacturing, and accelerate the manufacturing industry to intelligence.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Ai-driven software upgrade is the main way for large models to empower manufacturing<\/h4>\n\n\n\n<p>Industrial software is the soul and key of the digital transformation of manufacturing industry.<\/p>\n\n\n\n<p>There are many ways and ways to support the enabling manufacturing industry, and the important way to be expected is that AI will reconstruct the software development mode, interaction mode, use process and business model, whether it is R &amp; D, management, production or post-service industrial software, it will be re-upgraded with the large model, the more complex the software system, the greater the space for future transformation.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>A new generation of AI coding platform products based on the code model, with strong code understanding and generation capabilities, support code completion, test unit generation, code interpretation, code error checking and other core scenarios. With the rise of MaaS (Model as a Service), the model-centric development paradigm will lower the threshold of industrial software development and improve development efficiency.<\/p>\n\n\n\n<p>According to CSDN&#8217;s assessment in early 2023, GPT4&#8217;s software programming ability is equivalent to the ability of a software engineer with a monthly salary of 30,000 yuan in China, which is equivalent to a L3 engineer with an annual salary of 180,000 US dollars in Google. A software job recruitment in the United States did a test: an engineer with only 4 years of programming experience with AI tools, its software development efficiency is equivalent to 19 years of programming experience 5 times.<\/p>\n\n\n\n<p>At the level of industrial software development, AI grand models are revolutionizing the software development paradigm. AI will collaborate with humans to improve the efficiency of software development, such as content generation tools (documentation, coding, testing, publishing, operation and maintenance) for front-line developers, which can greatly improve productivity. At the same time, the research and application of &#8220;code large model&#8221; is triggering a revolution in AI coding.<\/p>\n\n\n\n<p>AI has become a new tool for chip design, and the two-way flow of AI and EDA will open the next revolution in chip design, and traditional chip design companies such as Synopsys and Cadence are also actively embracing AI design.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>The Nvidia Hopper architecture H100 has 13,000 AI-designed circuits, and the GPU designed with AI reduces the chip area by 25% compared to traditional EDA, with lower power consumption. Google began designing its own TPUAI accelerator layout using reinforcement learning (RL) techniques.<\/p>\n\n\n\n<p>At the level of industrial software performance, AI large models will promote the intelligent upgrade of software. For example, in the R &amp; D design scenario, Back2CAD launched CADGPT\u2122 based on ChatGPT, etc., supporting intelligent recommendation, document generation, code production and other functions, which can effectively assist the R &amp; D design of products.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Bridging data flow breakpoints is an important value of AI large model enabling manufacturing<\/h4>\n\n\n\n<p>Every breakthrough in human-computer interaction technology will bring about an industrial restructuring. AI has brought a new &#8220;human-computer interaction&#8221; revolution, and natural language will be able to control everything in the future, profoundly changing the way people use search engines, consumer shopping, production and manufacturing, and profoundly affecting the future industrial competition pattern.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>The core of manufacturing digitization is to resolve the uncertainty of complex systems with the automatic flow of data, pass the right data, in the right way, at the right time to the right people and machines, and improve the efficiency of resource allocation.<\/p>\n\n\n\n<p>However, the actual operation state of the enterprise is that there are data flow breakpoints in many links, and engineers need to develop various process software and process software. AI grand models have found a new way to change this status quo.<\/p>\n\n\n\n<p>This new road is that the natural language interaction capability based on the AI large model provides a new way of software development and interaction for the real-time and ubiquitous connection within the manufacturing enterprise and between the upstream and downstream of the industry, reduces the software development threshold of the process and process, improves the efficiency, and Bridges countless breakpoints in the process of enterprise data flow.<\/p>\n\n\n\n<p>For example, domestic robot companies develop robot industry models with the help of Tongyi large models, which can realize the interaction between humans and machines based on natural language. For example, after the robot receives human instructions, it can understand, reason and analyze, and automatically generate software code to organize and coordinate different agents to complete tasks in different scenarios.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>This feature greatly lowers the threshold for process developers and improves development efficiency and quality. From a global point of view, it can not only avoid data breakpoints and reduce the impact of manual intervention, so as to improve the stability and reliability of the product, promote the automatic flow of data in multiple links, and improve the intelligence level of the entire system.<\/p>\n\n\n\n<p>Entering the digital age, the highly integrated and centralized manufacturing system in the past is gradually moving toward decentralized production and flexible organization.<\/p>\n\n\n\n<p>The AI large model + intelligent collaborative office platform helps to open up a data cut-off node in the manufacturing industry, promote the efficient flow of data in research and development, production, distribution, service and other links, so as to improve the collaborative efficiency within manufacturing enterprises, and even between the upstream and downstream of the industry, and promote the manufacturing industry to &#8220;intelligent collaborative production&#8221;.<\/p>\n\n\n\n<p>&#8220;Convergence&#8221; has been the basic law of technological evolution for half a century, and information technology (IT), communication technology (CI), control technology (OT) and DT technologies represented by cloud computing and AI have accelerated integration.<\/p>\n\n\n\n<p>Looking forward to the next 10 years, AI large model will empower every intelligent terminal, intelligent unit and intelligent system, AI large model driven intelligence in the cloud side real-time collaboration has become a basic trend, AI large model enabled agents will be everywhere, equipment, production lines, factories, enterprises in the intelligent agent will be everywhere. The core value of data flow will move from descriptive information to decision flow and control flow.<\/p>\n\n\n\n<p>Driven by the large AI model, countless agents achieve decision-making intelligence and control execution, and move toward self-decision-making and self-control, and people will face the rise of an intelligent consortium.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Entering the control link is a key sign of AI large model enabling manufacturing<\/h4>\n\n\n\n<p>The core value of AI large models entering the manufacturing industry is not in marketing and management, but in production control.<\/p>\n\n\n\n<p>The versatility and generalization of AI large models, as well as the new development paradigm based on &#8220;pre-training + fine-tuning&#8221;, will empower the manufacturing industry from all aspects of research and development design, production process, operation and maintenance quality control, sales customer service, organization and collaboration.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">   CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>Among them, we believe that the most core control system into the production link, such as PLC, MES, SCADA, etc., to improve the intelligence of the process production process is a key sign of the AI large model application manufacturing industry.<\/p>\n\n\n\n<p>Siemens and Microsoft announced in April this year, based on GPT to promote the next generation of automation technology change, cooperation in the development of PLC code generation tools, AI large model into the control link.<\/p>\n\n\n\n<p>At present, in the field of power dispatching, AI large models can go deep into the core business links of complex dispatching control of new power systems, become an &#8220;expert assistant&#8221; for dispatching business, and provide power grid regulation strategies for power dispatchers, optimize line load balancing, and thus reduce power grid losses.<\/p>\n\n\n\n<p>At present, enterprises are exploring the use of AI large model capabilities to drive industrial software SCADA intelligence.<\/p>\n\n\n\n<p>SCADA system (Data acquisition and monitoring control system) can be used in power, metallurgy, petroleum, chemical, gas, railway and other fields of data acquisition and monitoring control and process control.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <\/mark><\/p>\n\n\n\n<p>In the SCADA scenario, the typical practice is to use the programming interfaces and ecological libraries of large models in specific industry scenarios to generate industrial logic code (interaction, modeling, SQL development), which is automatically integrated into the industrial software, and the closed-loop optimization model based on the results.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>In the automotive industry, the transformation of the automotive industry in recent decades is not only a power revolution, but also a control revolution.<\/p>\n\n\n\n<p>The biggest technological change in the evolution of traditional cars to smart cars lies in the innovation of automobile control systems, from electronic control units such as more than 80 ECUs in traditional cars to centralized architectures similar to smartphones (underlying operating system + chip SOC+ application software).<\/p>\n\n\n\n<p>Today, autonomous driving has become another major direction in the transformation of the automotive industry.<\/p>\n\n\n\n<p>At present, the change of large model to automatic driving mainly has two directions: First, large model as an enabling tool to assist the training and optimization of automatic driving algorithm; Second, the large model enters the decision-making control link and drives the vehicle directly as the &#8220;controller&#8221;.<\/p>\n\n\n\n<p>According to public reports in August 2023, Tesla&#8217;s &#8220;end-to-end&#8221; AI autonomous driving system FSD Beta V12 made its public debut, relying entirely on on-board cameras and neural networks to identify road and traffic conditions and make decisions accordingly.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>Of course, at present, the AI large model enters the control link, and the actual application and landing process still faces many problems, which need to be further explored and solved by researchers.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Large and small model collaboration is an important trend of AI large model enabling manufacturing industry<\/h4>\n\n\n\n<p>The AI large model itself needs to find specific landing scenes, and there is still a distance from solving the actual scene problems of thousands of lines and industries. From the actual industrial development point of view, an important trend is: general and special, open source and closed source, large model and existing hardware and software system coordination, is the only stage of industrial landing, and in this stage, the size of the model highly collaborative important carrier &#8211; AI Agent (AI Agent) will become a new production tool.<\/p>\n\n\n\n<p>AI Agent generally refers to an agent based on LLM that can autonomously complete specific tasks using tools. AI Agents collaborate with other models, software and other external tools to handle a variety of complex tasks in the real world.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>In July 2023, Ali Cloud launched an intelligent tool Magic GPT (ModelScopeGPT), which can receive user instructions, call other AI models in the magic community through the &#8220;central model&#8221; with one click, and collaborate with large models to complete complex tasks, reducing the threshold of large models.<\/p>\n\n\n\n<p>In the future, AI Agent will mainly consist of &#8220;perception system + control system + execution system&#8221;, which not only has the ability of generation, but also has the ability of task understanding, task dismantling, task scheduling, execution planning, chain coordination and so on.<\/p>\n\n\n\n<p>Among them, LLM will mainly play the role of command center, similar to the role of human &#8220;brain&#8221;, to carry out unified intelligent scheduling and management of digital tools connected to AI Agent (such as SaaS software, industrial robots, digital people, etc.), and cooperate with different combinations of digital tools to complete actual problems in specific scenes in real time in production, management, service and other scenarios.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <\/mark><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Third, build the &#8220;public cloud +AI&#8221; system capability to promote intelligent manufacturing to a &#8220;new stage&#8221;<\/h3>\n\n\n\n<p>Today&#8217;s manufacturing transformation and upgrading is no longer the empowerment of a single technology, but the all-round empowerment and support of the technical system represented by &#8220;public cloud +AI&#8221;.<\/p>\n\n\n\n<p>At present, we must grasp the historical opportunity of the development of a new generation of artificial intelligence technology represented by AI large models, and accelerate the promotion of intelligent manufacturing to a &#8220;new stage&#8221;.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Implement the &#8220;public cloud priority&#8221; strategy, and take public cloud as a key force to promote the integrated innovation of &#8220;manufacturing +AI grand model&#8221;<\/h4>\n\n\n\n<p>The large-scale, high-availability, low-cost computing infrastructure of the public cloud has become the key basis for industrial intelligence.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>Especially after the upgrade of chip control in the United States, public cloud is the best path to alleviate the bottleneck of high-end chips, by efficiently connecting heterogeneous computing resources, breaking through the bottleneck of a single performance chip, and cooperating to complete large-scale intelligent computing tasks, it can effectively reduce the dependence on overseas high-end chips.<\/p>\n\n\n\n<p>First, the &#8220;public cloud priority&#8221; strategy should be regarded as an important part of the policy planning related to the digital transformation of the manufacturing industry, and the medium and long-term development goals, key tasks and safeguard measures should be clarified.<\/p>\n\n\n\n<p>The second is to avoid the chip &#8220;run&#8221; phenomenon, vigilant around the &#8220;small scattered&#8221; rush to build computing power center, resulting in the unified computing power market &#8220;fragmentation&#8221;, to avoid the phenomenon of building more, poor use, and can not afford to use;<\/p>\n\n\n\n<p>The third is to use data center utilization efficiency as a data center construction assessment index, reversing the data center construction &#8220;heavy construction, light operation&#8221;, &#8220;heavy investment, light performance&#8221; model.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Encourage open source models, support technology platform enterprises to expand and strengthen the open source model community, and prosper the AI industry technology ecology<\/h4>\n\n\n\n<p>AI competition is not only a technical war, but also a commercial war, the core is an ecological war, the key is open source. Open source can reduce research and development costs and application thresholds, and is a &#8220;booster&#8221; of innovation to commercial closed loop.<\/p>\n\n\n\n<p>First, do a good job of the top-level design of AI open source and open ecology, incorporate AI open source and open ecological construction into national planning, and do a good job of implementation;<\/p>\n\n\n\n<p>Second, local governments are encouraged to build AI empowerment centers in conjunction with the AI open source community head platform, and accelerate the application of digital intelligence innovation in the manufacturing industry by relying on massive open source models and model as a service platform (MaaS platform);<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>The third is to encourage the application of traction, accelerate the landing of the industry, support manufacturing enterprises to accelerate the application of basic large models, research and development of application industry models and enterprise-specific models, and feed technological innovation through &#8220;using models&#8221;.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Start the industrial software AI-driven upgrade project to accelerate the intelligent upgrade of the whole link and chain of the manufacturing industry<\/h4>\n\n\n\n<p>As a key support for intelligent manufacturing, industrial software has important strategic significance in promoting the transformation and upgrading of the manufacturing industry. In the age of AI, all industrial software is worth re-upgrading with a large model.<\/p>\n\n\n\n<p>First, we should vigorously develop AI-based industrial software, promote the research and development of &#8220;industrial software +AI large model&#8221; technology, enhance the independent innovation ability of industrial software in the intelligent era, and actively promote the development of industrial software standards;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/mark><\/p>\n\n\n\n<p>Second, it is necessary to give full play to the role of communication bridge of industrial software related alliances, give play to the respective advantages of AI enterprises, industrial software enterprises, research institutes and manufacturing enterprises, and build an AI-driven industrial software industry ecology with win-win cooperation and core competitiveness.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Focus on the key industrial chain of the manufacturing industry, create benchmarks by link and scene, and demonstrate and promote the large-scale application of large models in the manufacturing industry<\/h4>\n\n\n\n<p>The key industrial chain of the manufacturing industry is an important support for accelerating the construction of a modern industrial system. It is necessary to identify key links, concentrate high-quality resources, build a factor system with &#8220;computing power + algorithm + data&#8221; as the core, improve the degree of digital integration of the manufacturing industry, and promote the safety and intelligent upgrading of the manufacturing industry chain.<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">  CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/mark><\/p>\n\n\n\n<p>First, start large models to support new industrialization demonstration projects, take AI large models as the starting point, promote AI all-round and deep-level enabling new industrialization, and accelerate the exploration of new industrialization &#8220;new models&#8221;;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"> <\/mark><\/p>\n\n\n\n<p>The second is to take the lead in carrying out the &#8220;manufacturing +AI big model&#8221; integrated innovation and development demonstration project in manufacturing industrial belts, advantageous development zones and industrial parks with good industrial foundation and strong innovation ability;<\/p>\n\n\n\n<p>Third, through the &#8220;innovation platform + digital factory&#8221; and other models, aiming at the weaknesses of key links such as perception, control, decision-making, and execution, we will strengthen the joint innovation of production, university and research in different scenarios, create a benchmark for innovation application, and promote the large-scale application of large models.<\/p>\n\n\n\n<p class=\"has-text-align-center has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u7531<a href=\"http:\/\/cxounion.cn\">CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/a>\u8f6c\u8f7d\u800c\u6210\uff0c\u6765\u6e90\u4e8e\u521b\u58f9\u667a\u5e93\uff1b\u7f16\u8f91\/\u7ffb\u8bd1\uff1aCXO UNIONCXO\u8054\u76df\u5c0fU\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">\u5982\u9700\u52a0\u5165<a href=\"http:\/\/weixin.qq.com\/r\/fxJxaVHE1AyrrRUK90dt\">CXO UNION\uff08CXO\u8054\u76df\uff09<\/a>\u9ad8\u7ba1\u793e\u7fa4\uff0c\u8bf7\u8054\u7cfb\u793e\u7fa4\u5c0f\u4f19\u4f34\u54e6~<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/06\/CXOUNION\u65b0\u4e8c\u7ef4\u7801.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u514d\u8d23\u58f0\u660e: \u672c\u7f51\u7ad9(<a href=\"http:\/\/cxounion.cn\">http:\/\/www.cxounion.cn\/<\/a>)\u5185\u5bb9\u4e3b\u8981\u6765\u81ea\u539f\u521b\u3001\u5408\u4f5c\u5a92\u4f53\u4f9b\u7a3f\u548c\u7b2c\u4e09\u65b9\u6295\u7a3f\uff0c\u51e1\u5728\u672c\u7f51\u7ad9\u51fa\u73b0\u7684\u4fe1\u606f\uff0c\u5747\u4ec5\u4f9b\u53c2\u8003\u3002\u672c\u7f51\u7ad9\u5c06\u5c3d\u529b\u786e\u4fdd\u6240\u63d0\u4f9b\u4fe1\u606f\u7684\u51c6\u786e\u6027\u53ca\u53ef\u9760\u6027\uff0c\u4f46\u4e0d\u4fdd\u8bc1\u6709\u5173\u8d44\u6599\u7684\u51c6\u786e\u6027\u53ca\u53ef\u9760\u6027\uff0c\u8bfb\u8005\u5728\u4f7f\u7528\u524d\u8bf7\u8fdb\u4e00\u6b65\u6838\u5b9e\uff0c\u5e76\u5bf9\u4efb\u4f55\u81ea\u4e3b\u51b3\u5b9a\u7684\u884c\u4e3a\u8d1f\u8d23\u3002\u672c\u7f51\u7ad9\u5bf9\u6709\u5173\u8d44\u6599\u6240\u5f15\u81f4\u7684\u9519\u8bef\u3001\u4e0d\u786e\u6216\u9057\u6f0f\uff0c\u6982\u4e0d\u8d1f\u4efb\u4f55\u6cd5\u5f8b\u8d23\u4efb\u3002<\/p>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u672c\u7f51\u7ad9\u520a\u8f7d\u7684\u6240\u6709\u5185\u5bb9(\u5305\u62ec\u4f46\u4e0d\u4ec5\u9650\u6587\u5b57\u3001\u56fe\u7247\u3001LOGO\u3001\u97f3\u9891\u3001\u89c6\u9891\u3001\u8f6f\u4ef6\u3001\u7a0b\u5e8f\u7b49) \u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002\u4efb\u4f55\u5355\u4f4d\u6216\u4e2a\u4eba\u8ba4\u4e3a\u672c\u7f51\u7ad9\u4e2d\u7684\u5185\u5bb9\u53ef\u80fd\u6d89\u5acc\u4fb5\u72af\u5176\u77e5\u8bc6\u4ea7\u6743\u6216\u5b58\u5728\u4e0d\u5b9e\u5185\u5bb9\u65f6\uff0c\u8bf7\u53ca\u65f6\u901a\u77e5\u672c\u7ad9\uff0c\u4e88\u4ee5\u5220\u9664\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5982\u4f55\u8ba4\u8bc6\u8fd9\u4e00\u8f6eAI\u6280\u672f\u53d1\u5c55\u5f71\u54cd\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\uff1f\u5982\u4f55\u5224\u65ad\u8fd9\u4e00\u8f6eAI\u6280\u672f\u53d8\u9769\u7684\u6027\u8d28\uff1f<\/p>\n","protected":false},"author":1,"featured_media":13417,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[55],"class_list":["post-13414","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viewpoint","tag-55"],"_links":{"self":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/13414","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/comments?post=13414"}],"version-history":[{"count":1,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/13414\/revisions"}],"predecessor-version":[{"id":13421,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/13414\/revisions\/13421"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/media\/13417"}],"wp:attachment":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/media?parent=13414"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/categories?post=13414"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/tags?post=13414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}