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\u5bf9\u6b64\u8868\u793a\u540c\u610f\uff0c\u5e76\u8868\u793a\u7ec4\u7ec7\u4e4b\u6240\u4ee5\u62a2\u5148\u4e00\u6b65\uff0c\u662f\u56e0\u4e3a\u201c\u6ca1\u6709\u4eba\u613f\u610f\u5728\u706b\u8f66\u9a76\u79bb\u65f6\u88ab\u7559\u5728\u7ad9\u53f0\u4e0a\u201d\u3002<\/p>\n\n\n\n<p>\u8bb8\u591a\u7ec4\u7ec7\u5f00\u53d1\u6709\u524d\u666f\u7684\u8bd5\u70b9\u9879\u76ee\uff0c\u4f46\u5728\u4f01\u4e1a\u8303\u56f4\u5185\u63a8\u5e7f\u65f6\u9762\u4e34\u6311\u6218\u3002Gartner\u9884\u6d4b\uff0c\u4e24\u5e74\u5185\u5c06\u670940%\u7684\u667a\u80fd\u4eba\u5de5\u667a\u80fd\u548c30%\u7684\u751f\u6210\u5f0fAI\u9879\u76ee\u56e0\u9879\u76ee\u5931\u8d25\u800c\u7ec8\u6b62\u3002\u201c\u6211\u4eec\u8ba4\u4e3a\u6210\u672c\u662fAI\u548c\u751f\u6210\u5f0fAI\u6210\u529f\u7684\u6700\u5927\u77ed\u671f\u5a01\u80c1\u4e4b\u4e00\u3002\u6211\u4eec\u770b\u5230\u4e00\u534a\u7684\u7ec4\u7ec7\u56e0\u4e3a\u6210\u672c\u6a21\u578b\u9519\u8bef\u800c\u64a4\u56de\u76f8\u5173\u9879\u76ee\uff0c\u201d\u987b\u7530\u8bf4\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e09\u65b9\u751f\u6210\u5f0fAI\u5de5\u5177\u6216\u5e73\u53f0\u7684\u521d\u59cb\u4f4e\u6210\u672c\u53ef\u6839\u636e\u67e5\u8be2\u4e0e\u7b54\u6848\u5b9a\u4ef7\u6a21\u578b\u7684\u6269\u5c55\u548c\u8bb8\u53ef\u8d39\u7528\u9010\u6b65\u9012\u589e\u3002<\/p>\n\n\n\n<p><strong>\u4e8c\u3001\u9632\u5fa1\u3001\u6269\u5c55\u8fd8\u662f\u98a0\u8986\uff1f\u9009\u62e9\u54ea\u79cd\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>GenAI \u6216\u4ee3\u7406 AI \u901a\u5e38\u7531\u516c\u53f8\u4f7f\u7528\u4e09\u79cd\u7b56\u7565\u8fdb\u884c\u90e8\u7f72\uff1a\u201c\u9632\u5fa1\u201d\uff0c\u4ee5\u4fdd\u6301\u5176\u7ade\u4e89\u5730\u4f4d;\u6269\u5c55\u201c\u4ee5\u6269\u5c55\u80fd\u529b;\u4ee5\u53ca\u201c\u98a0\u8986\u201d\uff0c\u901a\u8fc7\u521b\u65b0\u98a0\u8986\u548c\u5360\u9886\u65b0\u5e02\u573a\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u6700\u6d41\u884c\u7684\u6846\u67b6 defend \u53ef\u80fd\u6d89\u53ca\u5ba2\u6237\u670d\u52a1\u804a\u5929\u673a\u5668\u4eba\uff0c\u901a\u8fc7\u7f29\u77ed\u54cd\u5e94\u65f6\u95f4\u6765\u51cf\u5c11\u5ba2\u6237\u6d41\u5931\u3002\u4f8b\u5982\uff0c\u7535\u4fe1\u516c\u53f8\u53ef\u4ee5\u4f7f\u7528\u6269\u5c55\u7b56\u7565\uff0c\u8ba9 genAI \u6839\u636e\u4f7f\u7528\u6a21\u5f0f\u8ffd\u52a0\u9500\u552e\u4e2a\u6027\u5316\u8ba1\u5212\u3002\u98a0\u8986\u6a21\u5f0f\u53ef\u80fd\u662f\u4eba\u5de5\u667a\u80fd\u4f18\u5148\u7684\u6cd5\u5f8b\u6216\u533b\u7597\u521d\u521b\u516c\u53f8\u6311\u6218\u4f20\u7edf\u670d\u52a1\u6a21\u5f0f\u6240\u91c7\u53d6\u7684\u7b56\u7565\u3002<\/p>\n\n\n\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u8bb8\u591a\u6cd5\u5f8b\u9886\u8896\u8868\u793a\uff0c\u73b0\u5728\u662f\u65f6\u5019\u53d6\u6d88\u6309\u5206\u949f\u8ba1\u8d39\uff0c\u8f6c\u800c\u91c7\u7528\u57fa\u4e8e\u7ed3\u679c\u7684\u5b9a\u4ef7;\u8fd9\u662f\u56e0\u4e3a\u65f6\u95f4\u4e0d\u518d\u5177\u6709\u76f8\u540c\u7684\u4ef7\u503c\uff0c\u56e0\u4e3a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u53ef\u4ee5\u6781\u5927\u5730\u52a0\u5feb\u670d\u52a1\u901f\u5ea6\u3002<\/p>\n\n\n\n<p>Suda \u8bf4\uff0c\u98a0\u8986\u4eba\u5de5\u667a\u80fd\u6218\u7565\u7684\u98ce\u9669\u5c24\u5176\u5927\u3002\u4e0e Netflix \u6216 Uber \u7b49\u8fc7\u53bb\u7684\u6570\u5b57\u98a0\u8986\u8005\u4e0d\u540c\uff0cUpend AI \u6218\u7565\u4e0d\u4ec5\u5e2e\u52a9\u4e00\u5bb6\u516c\u53f8\u9886\u5148\uff0c\u8fd8\u540c\u65f6\u64bc\u52a8\u6574\u4e2a\u884c\u4e1a\u3002\u201c\u56e0\u6b64\uff0c\u5f53\u6211\u4eec\u5bf9\u9ad8\u7ba1\u8bf4\uff0c\u5982\u679c\u4f60\u60f3\u4ece\u4eba\u5de5\u667a\u80fd\u4e2d\u83b7\u5f97\u77ed\u671f\u4ef7\u503c\u521b\u9020\u65f6\uff0c\u8fd9\u901a\u5e38\u6709\u70b9\u50cf\u73a9\u5f69\u7968\uff0c\u201dSuda \u8bf4\u3002\u201c\u8fd9\u5f88\u6602\u8d35\uff0c\u5f88\u8017\u65f6\uff0c\u4f60\u53ef\u80fd\u4e0d\u4f1a\u6210\u529f\uff0c\u6240\u4ee5\u8fd9\u4e0d\u662f\u4f60\u60f3\u73a9\u7684\u5730\u65b9\u3002\u201d<\/p>\n\n\n\n<p>\u6bcf\u79cd\u4eba\u5de5\u667a\u80fd\u7b56\u7565\u7684\u6210\u672c\u53ef\u80fd\u4f1a\u6709\u5f88\u5927\u5dee\u5f02\u3002\u6210\u672c\u4f30\u7b97\u6709\u65f6\u53ef\u80fd\u8d85\u8fc7\u6700\u521d\u9884\u6d4b\u7684\u4e94\u500d\u6216\u5341\u500d\u3002\u5bf9\u4e8e\u201c\u6269\u5c55\u201d\u6218\u7565\u5c24\u5176\u5982\u6b64\uff0c\u5728\u8fd9\u79cd\u6218\u7565\u4e2d\uff0c\u7ec4\u7ec7\u4ece\u5c0f\u5904\u7740\u624b\uff0c\u5e76\u53d6\u5f97\u4e86\u4e00\u4e9b\u5feb\u901f\u6210\u529f\uff0c\u7136\u540e\u6210\u672c\u5931\u63a7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/NKgFo6Bx2EGraBpRfPac4q4EcBKxk1I5ibmwFrtmiaa5eaaLTphiaqBEibs8yAVaiaO5Tiax1sYhmuUWqPOObeHmbG3w\/640?wx_fmt=png&amp;from=appmsg&amp;watermark=1\" alt=\"Gartner AI costs\"\/><\/figure>\n\n\n\n<p>Gartner \u516c\u53f8<\/p>\n\n\n\n<p>\u201cExtend \u662f\u6211\u4eec\u770b\u5230\u521b\u9020\u6700\u5927\u4ef7\u503c\u7684\u5730\u65b9\uff0c\u4f46\u8fd9\u4e5f\u662f\u6211\u4eec\u770b\u5230\u6700\u610f\u60f3\u4e0d\u5230\u7684\u6210\u672c\u53d1\u751f\u7684\u5730\u65b9\uff0c\u201dSuda \u8bf4\u3002\u201c\u9996\u5e2d\u6267\u884c\u5b98\u4f1a\u95ee\uff0c&#8217;\u6211\u4eec\u8981\u82b1\u591a\u5c11\u94b1\u2014\u2014\u6bd4\u5982\u6bcf\u4e2a\u7528\u6237\u6bcf\u6708 10 \u7f8e\u5143\uff1f&#8217;\u9996\u5e2d\u6267\u884c\u5b98\u4eec\u4f1a\u8bf4\uff0c&#8217;\u592a\u68d2\u4e86\uff0c\u8ba9\u6211\u4eec\u628a\u5b83\u4ea4\u7ed9\u6bcf\u4e2a\u4eba\uff0c\u7136\u540e\u6211\u4eec\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u7ec4\u7ec7\u5411\u66f4\u591a\u5458\u5de5\u63d0\u4f9b genAI \u8bbf\u95ee\u6743\u9650\uff0c\u6210\u672c\u5f00\u59cb\u4e0a\u5347\uff0c\u8fd9\u901a\u5e38\u53d1\u751f\u5728\u53d1\u73b0\u521d\u59cb\u4ef7\u503c\u540e\u3002<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u505aGen AI\u4e1a\u52a1\u7684\u4e3b\u8981\u6210\u672c<\/strong><\/p>\n\n\n\n<p>\u6839\u636e Gartner \u7684\u6570\u636e\uff0c\u4e0d\u5305\u62ec\u6570\u636e\u8f6c\u6362\u6210\u672c\uff0c\u4f7f\u7528 Microsoft Copilot\u3001Google Gemini \u6216 DeepSeek \u7b49\u5de5\u5177\u7684\u9632\u5fa1 AI \u7b56\u7565\u6210\u672c\u7ea6\u4e3a\u6bcf\u4f4d\u5458\u5de5 500 \u7f8e\u5143\uff0c\u800c\u6269\u5c55\u6a21\u578b\u7684\u6210\u672c\u4ece 25 \u4e07\u7f8e\u5143\u5230 500 \u4e07\u7f8e\u5143\u4e0d\u7b49\uff0c\u98a0\u8986\u6846\u67b6\u7684\u6210\u672c\u4ece 2000 \u4e07\u7f8e\u5143\u5230 2.5 \u4ebf\u7f8e\u5143\u4e0d\u7b49\u3002<\/p>\n\n\n\n<p>Suda \u8bf4\uff0cMicrosoft 365 Copilot \u662f\u6309\u7528\u6237\/\u6bcf\u6708\u6216\u6bcf\u5e74\u5b9a\u4ef7\u6a21\u5f0f\u7684\u4e00\u4e2a\u5178\u578b\u4f8b\u5b50\u2014\u2014\u800c\u4e14\u901a\u5e38\u662f\u56fa\u5b9a\u7684\u3002\u201c\u6240\u4ee5\uff0c\u4f60\u8981\u652f\u4ed8\u7684\u53ea\u662f\u7528\u6237\u6570\u91cf\u4e58\u4ee5\u6bcf\u7528\u6237\u8bb8\u53ef\u8bc1\uff0c\u4e5f\u8bb8\u8fd8\u6709\u4e00\u70b9\u96c6\u6210\uff0c\u201d\u4ed6\u8bf4\u3002<\/p>\n\n\n\n<p>\u4f46\u90a3\u4e9b\u6240\u8c13\u7684\u201c\u56fa\u5b9a\u6210\u672c\u201d\u662f\u9a97\u4eba\u7684\u3002\u4f8b\u5982\uff0cCopilot \u6210\u672c\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u6bcf\u4e2a\u7528\u6237\u6bcf\u5e74 500 \u7f8e\u5143\u7684\u8bb8\u53ef\u8d39\u3002<\/p>\n\n\n\n<p>\u4e0e\u5927\u591a\u6570\u6280\u672f\u9879\u76ee\u4e00\u6837\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8ba1\u5212\u4e5f\u4f34\u968f\u7740\u5e7f\u6cdb\u7684\u6210\u672c\u3002\u6700\u5927\u7684\u901a\u5e38\u662f\u4e0e\u5f00\u53d1\u76f8\u5173\u7684\uff0c\u5305\u62ec\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\u3001\u9879\u76ee\u7ecf\u7406\u4ee5\u53ca\u63d0\u9ad8\u5de5\u4eba\u6280\u80fd\u7684\u9700\u6c42;\u540e\u8005\u662f\u8bb8\u591a\u516c\u53f8\u73b0\u5728\u9762\u4e34\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u4e00\u4e2a\u6210\u529f\u7684\u9879\u76ee\u5e26\u6765\u7684\u4e00\u4e2a\u95ee\u9898\u662f Suda \u6240\u8bf4\u7684\u201c\u50cf\u72fc\u4e00\u6837\u9965\u997f\u201d\u7684\u573a\u666f\uff0c\u7528\u6237\u559c\u6b22\u804a\u5929\u673a\u5668\u4eba\u5e76\u4e14\u65e0\u6cd5\u83b7\u5f97\u8db3\u591f\u7684\u5b83\u3002\u201c\u6bcf\u6b21\u4e92\u52a8\u4e00\u4e2a\u7b54\u6848\u662f\u4e0d\u591f\u7684\u3002\u56e0\u6b64\uff0c\u7528\u6237\u6bcf\u6b21\u95ee\u56db\u4e2a\u95ee\u9898\uff0c\u6bcf\u5929\u4f7f\u7528\u56db\u6b21\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u6b21\uff0c\u201cSuda \u8bf4\u3002<\/p>\n\n\n\n<p>\u516c\u53f8\u8fd8\u9700\u8981\u8003\u8651\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3001\u4e91\u6258\u7ba1\u670d\u52a1\uff08\u6765\u81ea AWS\u3001Microsoft\u3001IBM \u548c\u5176\u4ed6\u516c\u53f8\uff09\u4ee5\u53ca GPU \u548c\u6570\u636e\u5de5\u5177\u7684\u6210\u672c\u3002AWS \u548c Microsoft \u7b49\u4f9b\u5e94\u5546\u63d0\u4f9b\u6210\u672c\u4f30\u7b97\u6846\u67b6\uff0c\u6982\u8ff0\u4e86\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u5168\u9762\u90e8\u7f72\u7684\u573a\u666f\u3002Gartner Research \u8fd8\u63d0\u4f9b\u6210\u672c\u5efa\u6a21\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cFinOps \u57fa\u91d1\u4f1a\u8fd8\u63d0\u4f9b\u6709\u5173\u5982\u4f55\u66f4\u597d\u5730\u4f30\u7b97 genAI \u5de5\u4f5c\u8d1f\u8f7d\u6210\u672c\u7684\u4fe1\u606f;\u5982\u4f55\u9884\u6d4b\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u6210\u672c;\u4f18\u5316\u5bf9\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9884\u6d4b\u7684\u5f71\u54cd;\u4ee5\u53ca\u672c\u5730 genAI FinOps \u4e0e\u4e91 FinOps \u4e4b\u95f4\u7684\u6bd4\u8f83\u3002<\/p>\n\n\n\n<p>\u7ec4\u7ec7\u7ecf\u5e38\u72af\u7684\u4e00\u4e2a\u5e38\u89c1\u9519\u8bef\u662f\u8fc7\u4e8e\u5173\u6ce8\u521d\u59cb\u6784\u5efa\u548c\u57f9\u8bad\uff0c\u800c\u4f4e\u4f30\u4e86\u63a8\u7406\u548c\u8fd0\u8425\u7b49\u6301\u7eed\u6210\u672c\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u4e2a\u5173\u952e\u56e0\u7d20\u662f\u6570\u636e\uff0c\u5373\u4f7f\u7528\u54ea\u4e9b\u6570\u636e\u3001\u6570\u636e\u4f4d\u4e8e\u4f55\u5904\u4ee5\u53ca\u5982\u4f55\u51c6\u5907\u6570\u636e\u3002\u8fd9\u90e8\u5206\u7ecf\u5e38\u88ab\u5ffd\u89c6\uff0c\u4f46\u5bf9\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u56e2\u961f\u7ecf\u5e38\u4f4e\u4f30\u6240\u9700\u7684\u4eba\u7c7b\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6216\u8005\u4ed6\u4eec\u9677\u5165\u51b3\u5b9a\u662f\u5185\u90e8\u6784\u5efa\u8fd8\u662f\u4ece\u63d0\u4f9b\u5546\u5904\u8d2d\u4e70\u7684\u56f0\u5883\u3002\u5373\u4f7f\u662f\u90a3\u4e9b\u62e5\u6709\u81ea\u5df1\u7684\u786c\u4ef6\u7684\u4eba\u4e5f\u53ef\u80fd\u4f1a\u9047\u5230 GPU \u548c\u53ef\u6269\u5c55\u6027\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u5546\u4e5f\u6709\u8bb8\u591a\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u6bcf\u4e2a\u6a21\u578b\u7684\u4ef7\u683c\u5dee\u5f02\u53ef\u80fd\u5f88\u5927\u3002\u201c\u6211\u4eec\u8c08\u8bba\u7684\u662f\u6570\u5341\u500d\u5230\u6570\u767e\u500d\u7684\u4ef7\u683c\u5dee\u5f02\uff0c\u8fd9\u53d6\u51b3\u4e8e\u4f60\u662f\u4f7f\u7528\u8fd9\u79cd\u4e0d\u592a\u597d\u7684\u578b\u53f7\uff0c\u8fd8\u662f\u4f7f\u7528\u8fd9\u79cd\u6700\u65b0\u6700\u597d\u7684\u578b\u53f7\uff0c\u201dSuda \u8bf4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/NKgFo6Bx2EGraBpRfPac4q4EcBKxk1I5o9AxQ9AMj7lbfYqvPd79MlNhchSvpCnBHmEIO3JC7FQQLEu89qoRkA\/640?wx_fmt=png&amp;from=appmsg&amp;watermark=1\" alt=\"Five cost factors\"\/><\/figure>\n\n\n\n<p>Gartner \u516c\u53f8<\/p>\n\n\n\n<p>AI\u4f9b\u5e94\u5546\u7684\u5b9a\u4ef7\u6a21\u578b\u4e5f\u53ef\u80fd\u6ce2\u52a8\u5f88\u5927\u3002\u5927\u591a\u6570AI\u63d0\u4f9b\u5546\u901a\u8fc7\u4f60\u5728\u67e5\u8be2\u6216\u201c\u63d0\u793a\u201d\u4e2d\u4f7f\u7528\u4e86\u591a\u5c11\u8bcd\u6216\u5b57\u7b26\u6765\u8861\u91cfAI\u7684\u4f7f\u7528\u60c5\u51b5\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5c31\u662f\u6309\u8f93\u5165\u548c\u8f93\u51fa\u6765\u8861\u91cf\u3002<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u4ee3\u5e01\u2014\u2014\u65b0\u7684\u5b9a\u4ef7\u6a21\u5f0f<\/strong><\/p>\n\n\n\n<p>\u548c\u5927\u591a\u6570\u5176\u4ed6\u5355\u4f4d\u4e00\u6837\uff0cOpenAI\u7684\u8ba1\u91cf\u5355\u4f4d\u662f\u201ctoken\u201d\u3002\u4e00\u4e2atoken\u5927\u7ea6\u76f8\u5f53\u4e8e\u56db\u4e2a\u5b57\u7b26\uff0c\u4e5f\u5c31\u662f\u82f1\u6587\u5355\u8bcd\u7684\u56db\u5206\u4e4b\u4e09\uff0c\u56e0\u6b64\u4e00\u4e2a\u5355\u8bcd\u5927\u7ea6\u662f1.33\u4e2atoken\u3002OpenAI\u6309\u4f7f\u7528\u4e00\u767e\u4e07\u4e2atoken\u6536\u8d39\u3002<\/p>\n\n\n\n<p>AWS\u4f01\u4e1a\u8d22\u52a1\u7b56\u7565\u5e08Chris Hennesey\u8bf4\uff1a\u201c\u4eba\u4eec\u5f80\u5f80\u4e0d\u5b8c\u5168\u7406\u89e3\uff0c\u4e5f\u4e0d\u4e60\u60ef\u4e8e\u5438\u6536\u548c\u8f93\u51fa\u3002\u201d\u201c\u90a3\u4e48\uff0c\u4f60\u5982\u4f55\u5efa\u7acb\u6210\u672c\u6a21\u578b\u5462\uff1f\u56e0\u4e3a\u6211\u8ba4\u4e3a\uff0c\u5f88\u591a\u516c\u53f8\u8981\u4e48\u6ca1\u6709\u505a\u5230\uff0c\u8981\u4e48\u505a\u5f97\u4e0d\u5bf9\u3002\u201d<\/p>\n\n\n\n<p>\u578b\u53f7\u4ef7\u683c\u5dee\u5f02\u5f88\u5927\u3002GPT-4.1 mini \u6bcf\u767e\u4e07\u4e2a\u8f93\u5165\u4ee3\u5e01\u6536\u8d39 80 \u7f8e\u5206\uff0c\u4e00\u767e\u4e07\u4e2a\u8f93\u51fa\u6536\u8d39 3.20 \u7f8e\u5143\uff0c\u800c GPT-4.1 \u5bf9 100 \u4e07\u4e2a\u8f93\u5165\u6536\u8d39 3 \u7f8e\u5143\uff0c\u5bf9\u4e00\u767e\u4e07\u4e2a\u8f93\u51fa\u6536\u8d39 12 \u7f8e\u5143\u3002\u5bf9\u4e8e\u5176\u4ed6\u578b\u53f7\u6765\u8bf4\uff0c\u8fd9\u4e9b\u6210\u672c\u53ef\u80fd\u4f1a\u66f4\u9ad8\u3002<\/p>\n\n\n\n<p>Suda \u5efa\u8bae\u7ec4\u7ec7\u9996\u5148\u5c1d\u8bd5\u66f4\u4fbf\u5b9c\u7684\u578b\u53f7\uff0c\u770b\u770b\u4ed6\u4eec\u662f\u5426\u80fd\u50cf\u66f4\u6602\u8d35\u7684\u578b\u53f7\u4e00\u6837\u5904\u7406\u8fd9\u9879\u5de5\u4f5c\u3002\u201c\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u6210\u672c\u7684\u6700\u5927\u65b9\u6cd5\uff1a\u60a8\u53ef\u80fd\u4e0d\u9700\u8981 50 \u540d\u5458\u5de5\u4f7f\u7528\u8be5\u5e94\u7528\u7a0b\u5e8f\u3002\u4f60\u53ef\u80fd\u53ea\u9700\u8981\u628a\u5b83\u63d0\u4f9b\u7ed9\u4e94\u4e2a\u4eba\uff0c\u4ed6\u4eec\u4f1a\u4ece\u4e2d\u83b7\u5f97\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u201c\u4ed6\u8bf4\u3002<\/p>\n\n\n\n<p>Suda \u8bf4\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u6210\u672c\u6548\u76ca\u8fd8\u53d6\u51b3\u4e8e\u4e09\u4e2a\u56e0\u7d20\uff1a\u8f93\u5165\/\u8f93\u51fa\u8d28\u91cf\u3001\u8fed\u4ee3\u6b21\u6570\u548c\u4eba\u5de5\u667a\u80fd\u5c31\u7eea\u6570\u636e\u2014\u2014\u5982\u679c\u4f60\u4ece\u5934\u5f00\u59cb\uff0c\u6700\u540e\u4e00\u4e2a\u56e0\u7d20\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u201c\u4f60\u4f1a\u5728\u8f93\u5165\u548c\u8f93\u51fa\u4ee3\u5e01\u4e0a\u53d1\u73b0\u4ef7\u683c\u7684\u5de8\u5927\u5dee\u5f02\uff0c\u201dSuda \u8bf4\u3002\u201c\u8fdb\u5165\u6e38\u620f\u7684\u6784\u5efa\u6210\u672c\u76f8\u5f53\u4f4e\uff0c\u4f46\u4e00\u65e6\u4f60\u5f00\u59cb\u4f7f\u7528\u5b83\uff0c\u6210\u672c\u5c31\u4f1a\u4e0a\u5347\u3002\u5047\u8bbe\u60a8\u6709 400 \u4e2a\u7528\u6237\u8981\u5f00\u59cb\u3002\u5230\u7b2c\u56db\u5e74\uff0c\u4f60\u53ef\u80fd\u4f1a\u6709 2,000 \u540d\u7528\u6237\u3002<\/p>\n\n\n\n<p>\u201c\u90a3\u4e48\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u5230\u7b2c\u56db\u5e74\uff0c\u4f60\u7684\u6d88\u8d39\u91cf\u589e\u52a0\u4e86\uff0c\u4f60\u7684\u6210\u672c\u589e\u52a0\u4e86\u56db\u500d\uff0c\u201c\u4ed6\u8bf4\u3002<\/p>\n\n\n\n<p>\u201cGenAI \u4e0d\u50cf Google\uff0c\u4f46\u4e00\u4e9b\u7ec4\u7ec7\u50cf Google \u4e00\u6837\u4f7f\u7528\u5b83\u2014\u2014\u4f60\u8fdb\u5165\u5b83\u5e76\u63d0\u51fa\u95ee\u9898\u5e76\u5f97\u5230\u7b54\u6848\u3002\u8fd9\u5e76\u6ca1\u6709\u771f\u6b63\u53d1\u751f\uff0c\u201c\u82cf\u8fbe\u7ee7\u7eed\u8bf4\u9053\u3002\u201c\u4f60\u5f97\u5230\u4e00\u4e2a\u7b54\u6848\uff0c\u7ecf\u5e38\u4f1a\u60f3\uff0c&#8217;\u8fd9\u4e0d\u5b8c\u5168\u662f\u6211\u60f3\u8981\u7684\u3002&#8217;\u56e0\u6b64\uff0c\u8fd9\u8ba9\u4ed6\u4eec\u60f3\u95ee\u53e6\u4e00\u4e2a\u95ee\u9898\u3002\u8fd9\u4f1a\u8fc5\u901f\u589e\u52a0\u60a8\u7684\u6210\u672c\u3002<\/p>\n\n\n\n<p><strong>\u56db\u3001\u53ef\u80fd\u7d2f\u79ef\u7684\u9690\u6027\u6210\u672c<\/strong><\/p>\n\n\n\n<p>\u8d5b\u9ed8\u98de\u4e16\u5c14\u79d1\u6280\u7684 Kwiecien \u8868\u793a\uff0c\u4e00\u9879\u5c1a\u672a\u8003\u8651\u7684\u6210\u672c\u6d89\u53ca\u6d4b\u8bd5\u3002\u201c\u6bcf\u6b21\u4f60\u63d0\u51fa\u4e00\u4e2a\u95ee\u9898\u5e76\u6d4b\u8bd5\u5b83\uff0c\u8fd9\u90fd\u662f\u6210\u672c\uff0c\u201d\u5979\u8bf4\u3002\u201c\u6211\u4e0d\u4f1a\u53ea\u662f\u52a0\u8f7d 500 \u6b21\uff0c\u56e0\u4e3a\u6bcf\u6b21\u90fd\u4f1a\u8ba9\u6211\u4ed8\u51fa\u4ee3\u4ef7\u3002<\/p>\n\n\n\n<p>\u201c\u6211\u4eec\u9700\u8981\u6d4b\u8bd5\u4eba\u5de5\u667a\u80fd\u5bf9\u5e38\u89c1\u95ee\u9898\u7ed9\u51fa\u826f\u597d\u7b54\u6848\u7684\u9891\u7387\uff0c\u4f8b\u5982&#8217;\u62db\u8058\u6d41\u7a0b\u662f\u600e\u6837\u7684\uff1f&#8217;\u6216&#8217;\u6211\u7684 401\uff08k\uff09 \u4fe1\u606f\u5728\u54ea\u91cc\uff1f&#8217;\uff0c\u201d\u5979\u8bf4\u3002\u201c\u4f46\u6bcf\u6b21\u6d4b\u8bd5\u90fd\u9700\u8981\u82b1\u94b1\uff0c\u6240\u4ee5\u6211\u4eec\u5fc5\u987b\u5e73\u8861\u51c6\u786e\u6027\u548c\u6210\u672c\uff0c\u5e76\u51b3\u5b9a\u6d4b\u8bd5\u591a\u5c11\u6b21\u624d\u80fd\u5bf9\u7ed3\u679c\u5145\u6ee1\u4fe1\u5fc3\u3002\u201d<\/p>\n\n\n\n<p>Thermo Fisher\u76ee\u524d\u6b63\u5728\u4f7f\u7528ServiceNow\u7684\u865a\u62df\u804a\u5929\u673a\u5668\u4eba\uff0c\u5e76\u5e0c\u671b\u901a\u8fc7\u6dfb\u52a0\u751f\u6210\u5f0fAI\u5c42\u6765\u63d0\u5347\u5176\u76f4\u89c2\u6027\u3002\u56e0\u6b64\uff0c\u4ed6\u4eec\u76ee\u524d\u6b63\u5728\u5173\u6ce8Microsoft\u3001IBM\u7b49\u516c\u53f8\u7684\u751f\u6210\u5f0fAI\u89e3\u51b3\u65b9\u6848\u3002Kwiecien\u8868\u793a\uff0c\u7ecf\u8fc7\u201c\u8fed\u4ee3\u201d\u540e\uff0c\u4ed6\u4eec\u901a\u8fc7\u804a\u5929\u673a\u5668\u4eba\u6280\u672f\u53d6\u5f97\u4e86\u6210\u529f\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u5728\u62db\u8058\u4e2d\u4f7f\u7528 genAI \u7684\u52aa\u529b\u53ef\u80fd\u4f1a\u5e26\u6765\u53e6\u4e00\u4e2a\u6210\u672c\u3002\u8d5b\u9ed8\u98de\u4e16\u5c14\u4eba\u624d\u62db\u8058\u526f\u603b\u88c1\u827e\u7c73\u00b7\u91cc\u7279 \uff08Amy Ritter\uff09 \u8868\u793a\uff0c\u8be5\u516c\u53f8\u5b9e\u65bd\u4e86 Phenom \u7684\u4e00\u6b3e\u7531 genAI \u9a71\u52a8\u7684\u62db\u8058\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u81ea\u52a8\u5316\u5176\u5168\u7403\u5236\u9020\u62db\u8058\u5e73\u53f0\u7684\u90e8\u5206\u5185\u5bb9\u3002\u7136\u540e\uff0c\u8be5\u516c\u53f8\u4e0d\u5f97\u4e0d\u6295\u8d44\u5de5\u4f5c\u9884\u89c8\u89c6\u9891\uff0c\u5411\u5019\u9009\u4eba\u5c55\u793a\u5728\u8d5b\u9ed8\u98de\u4e16\u5c14\u5de5\u4f5c\u7684\u611f\u89c9\u2014\u2014\u6db5\u76d6\u73af\u5883\u3001\u6240\u9700\u7684\u4e2a\u4eba\u9632\u62a4\u88c5\u5907\u548c\u5173\u952e\u6280\u80fd\u2014\u2014\u56e0\u4e3a\u62db\u8058\u4eba\u5458\u6ca1\u6709\u53c2\u4e0e\u5230\u6d41\u7a0b\u7684\u65e9\u671f\u3002<\/p>\n\n\n\n<p>Ritter 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