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Darpan Seth\u8868\u793a\uff0c\u201c\u8fd9\u662f\u4e00\u4e2a\u5728\u90a3\u65f6\u505a\u51fa\u7684\u9ad8\u4ef7\u503c\u51b3\u7b56\u3002\u505a\u51fa\u8fd9\u6837\u7684\u51b3\u7b56\u9700\u8981\u8003\u8651\u8bb8\u591a\u7269\u6d41\u548c\u4f18\u5316\u56e0\u7d20\uff0c\u8fd9\u4e9b\u56e0\u7d20\u5bf9\u6bcf\u4e2a\u516c\u53f8\u6765\u8bf4\u90fd\u662f\u72ec\u7279\u7684\uff0c\u800c\u4f7f\u7528\u5408\u6210\u6570\u636e\u591a\u5e74\u6765\u5bf9\u6784\u5efa\u548c\u6d4b\u8bd5\u8fd9\u4e00\u51b3\u7b56\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u201c\u6240\u4ee5\u8fd9\u5e76\u4e0d\u65b0\u9c9c\uff0c\u201dSeth\u8868\u793a\uff0c\u201c\u4f46\u73b0\u5728\u4f7f\u7528\u5408\u6210\u6570\u636e\u7684\u65b9\u5f0f\u2014\u2014\u53ef\u80fd\u6027\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u8981\u5927\u3002\u201d<\/p>\n<p>Nextuple\u4e0d\u4ec5\u4f7f\u7528\u5408\u6210\u6570\u636e\u6765\u5e2e\u52a9\u8bad\u7ec3ML\u548cAI\u6a21\u578b\uff0c\u4ed6\u8fd8\u8868\u793a\uff0cGenAI\u73b0\u5728\u4e5f\u88ab\u7528\u4e8e\u521b\u5efa\u5408\u6210\u6570\u636e\uff0c\u4f7f\u8fd9\u4e00\u8fc7\u7a0b\u6bd4\u4ee5\u5f80\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3001\u66f4\u7075\u6d3b\u3001\u66f4\u667a\u80fd\u3002<\/p>\n<p>\u201c\u6211\u4eec\u5411\u5b83\u8f93\u5165\u4e86\u6211\u4eec\u5728\u6240\u6709\u5ba2\u6237\u4e2d\u770b\u5230\u7684\u8bb8\u591a\u8981\u6c42\uff0c\u201dSeth\u8868\u793a\uff0c\u201c\u5b83\u62e5\u6709\u6240\u6709\u8fd9\u4e9b\u6570\u636e\uff0c\u73b0\u5728\u4f60\u53ef\u4ee5\u8981\u6c42\u5b83\u751f\u6210\u7528\u6237\u6545\u4e8b\u3001\u6d4b\u8bd5\u7528\u4f8b\u3001\u6d4b\u8bd5\u6570\u636e\u2014\u2014\u4ee5\u53ca\u6d4b\u8bd5\u81ea\u52a8\u5316\u3002\u201d<\/p>\n<p>\u5728\u8fc7\u53bb\uff0c\u751f\u6210\u8fd9\u79cd\u5408\u6210\u6570\u636e\u5c06\u662f\u4e00\u4e2a\u9ad8\u5ea6\u624b\u52a8\u7684\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4e09\u4e2a\u9879\u76ee\u7684\u8ba2\u5355\uff0c\u7136\u540e\u521b\u5efa\u53e6\u4e00\u4e2a\u5305\u542b10\u4e2a\u9879\u76ee\u7684\u8ba2\u5355\uff0c\u4ee5\u6b64\u7c7b\u63a8\uff0c\u5e76\u8fdb\u884c\u4e00\u4e9b\u5c0f\u7684\u53d8\u5316\u3002\u201c\u5982\u4eca\uff0c\u8fd9\u4e00\u5207\u90fd\u975e\u5e38\u8fc5\u901f\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u4f7f\u7528GenAI\u6765\u5b8c\u6210\u3002\u201dSeth\u8868\u793a\u3002<\/p>\n<p>GenAI\u8fd8\u4f7f\u6574\u4e2a\u8fc7\u7a0b\u6c11\u4e3b\u5316\u4e86\u3002<\/p>\n<p>\u201c\u53bb\u5e74\u5e74\u5e95\uff0c\u6211\u4eec\u4e3a\u56e2\u961f\u4e2d\u7684\u6bcf\u4e2a\u4eba\u63d0\u4f9b\u4e86AI\u5de5\u5177\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u8fd9\u662f\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u7684\u3002\u201d<\/p>\n<p>\u7531\u4e8e\u4ed6\u4eec\u7684\u4e1a\u52a1\u5ba2\u6237\u4f7f\u7528\u5404\u79cd\u5e73\u53f0\uff0cNextuple\u6784\u5efa\u7684\u7cfb\u7edf\u662f\u6a21\u578b\u65e0\u5173\u7684\u3002<\/p>\n<p>\u201c\u6211\u4eec\u4f7f\u7528\u4eceOpenAI\u548cClaude\u5230Llama\u548cGemini\u7684\u4e00\u5207\uff0c\u201dSeth\u8868\u793a\uff0c\u201cAWS\u6709Bedrock\uff0c\u8fd8\u6709Azure\uff0c\u6240\u6709\u8fd9\u4e9b\u4f9b\u5e94\u5546\u90fd\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u6a21\u578b\uff0c\u6709\u8d85\u8fc775\u523080\u5bb6\u516c\u53f8\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u4e0d\u540c\u7684\u6a21\u578b\u3002\u201d<\/p>\n<p>\u56e0\u6b64\uff0cNextuple\u6784\u5efa\u4e86\u5176\u6280\u672f\uff0c\u4ee5\u4f7f\u540e\u7aefAI\u53ef\u4ee5\u4e92\u6362\u3002\u201c\u6b64\u5916\uff0c\u660e\u5929\u4f60\u53ef\u80fd\u4f1a\u53d1\u73b0\u4e00\u4e2a\u66f4\u597d\u7684\u6a21\u578b\uff0c\u6216\u8005\u6210\u672c\u66f4\u4f4e\u7684\u6a21\u578b\u3002\u201d\u4ed6\u8868\u793a\u3002<\/p>\n<p>\u7531\u4e8eNextuple\u5fc5\u987b\u4e0e\u6240\u6709\u4e3b\u8981\u7684\u4e91\u63d0\u4f9b\u5546\u548cAI\u5e73\u53f0\u5408\u4f5c\uff0c\u5b83\u6ca1\u6709\u4f7f\u7528\u4efb\u4f55\u7279\u5b9a\u4f9b\u5e94\u5546\u7684AI\u6280\u672f\u6808\uff0c\u800c\u662f\u4f7f\u7528\u5f00\u6e90\u7ec4\u4ef6\u6784\u5efa\u4e86\u81ea\u5df1\u7684\u6280\u672f\u6808\uff0c\u5305\u62ecLangChain\u3001LangGraph\u3001LangFlow\u4ee5\u53ca\u7528\u4e8eRAG\u5d4c\u5165\u7684\u5411\u91cf\u6570\u636e\u5e93\uff0c\u5982PostgreSQL\u7684Pgvector\u3002<\/p>\n<p>\u201c\u8fd8\u6709\u4e00\u4e9b\u65b0\u7684\u8303\u5f0f\u6b63\u5728\u51fa\u73b0\uff0c\u6bd4\u5982\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u4e8b\u60c5\u53d8\u5316\u5f97\u975e\u5e38\u5feb\u3002\u201d<\/p>\n<h4>2. \u586b\u8865\u6570\u636e\u7f3a\u53e3<\/h4>\n<p>\u5b9e\u9645\u6570\u636e\u5f88\u5c11\u662f\u5b8c\u6574\u7684\uff0c\u6709\u65f6\uff0c\u7f3a\u53e3\u662f\u7531\u4e8e\u884c\u4e3a\u53d8\u5316\u9020\u6210\u7684\u3002\u4f8b\u5982\uff0c\u5386\u53f2\u8d2d\u7269\u6570\u636e\u53ef\u80fd\u663e\u793a\u9ed1\u8272\u661f\u671f\u4e94\u7684\u9500\u552e\u9ad8\u5cf0\uff0c\u4f46\u5982\u4eca\uff0c\u6bcf\u4e2a\u4eba\u90fd\u53ef\u80fd\u5728\u7f51\u4e0a\u8d2d\u7269\uff0c\u4e00\u5929\u7684\u9500\u552e\u9ad8\u5cf0\u53ef\u80fd\u4f1a\u5ef6\u957f\u5230\u4e00\u5468\u3002\u6709\u65f6\uff0c\u7f3a\u53e3\u51fa\u73b0\u662f\u56e0\u4e3a\u67d0\u4e9b\u60c5\u51b5\u975e\u5e38\u7f55\u89c1\uff0c\u56e0\u6b64\u6ca1\u6709\u8db3\u591f\u7684\u4f8b\u5b50\u3002\u5bf9\u4e8e\u67d0\u4e9b\u4f01\u4e1a\u6765\u8bf4\uff0c\u8fd9\u4e9b\u7f3a\u53e3\u53ef\u80fd\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002<\/p>\n<p>\u201c\u6211\u505a\u4e86\u5f88\u591a\u4ea4\u901a\u7ba1\u7406\u5de5\u4f5c\uff0c\u201dIEEE\u9662\u58eb\u517c\u5854\u592b\u8328\u5927\u5b66\u7814\u7a76\u751f\u5de5\u7a0b\u9662\u957fKaren Panetta\u8868\u793a\u3002\u5979\u8868\u793a\uff0c\u4ece\u5404\u79cd\u6444\u50cf\u673a\u4e2d\u53ef\u4ee5\u83b7\u5f97\u5927\u91cf\u6570\u636e\uff0c\u4f46\u4e00\u4e9b\u6700\u5173\u952e\u7684\u6570\u636e\uff0c\u6bd4\u5982\u67d0\u4e9b\u7c7b\u578b\u7684\u4ea4\u901a\u4e8b\u6545\uff0c\u4e5f\u662f\u6700\u7f55\u89c1\u7684\u3002<\/p>\n<p>\u201c\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u7ffb\u8f66\u89c6\u9891\uff0c\u201d\u5979\u8868\u793a\uff0c\u201c\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u5408\u6210\u6570\u636e\u6765\u751f\u6210\u8fd9\u4e9b\u6570\u636e\u3002\u201d\u7136\u540e\u662f\u9762\u90e8\u8bc6\u522b\uff0c\u6709\u8bb8\u591a\u6570\u636e\u5e93\u5305\u542b\u5728\u826f\u597d\u5149\u7ebf\u4e0b\u62cd\u6444\u7684\u76f4\u89c6\u7167\u7247\uff0c\u4ec5\u4f7f\u7528\u8fd9\u79cd\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u65e0\u6cd5\u6b63\u5e38\u5de5\u4f5c\uff0c\u751a\u81f3\u5982\u679c\u7528\u4e8e\u5b89\u5168\u76ee\u7684\u8fd8\u53ef\u80fd\u5f88\u5371\u9669\u3002<\/p>\n<p>\u201c\u4f60\u4e00\u8f6c\u5934\u3001\u6234\u4e0a\u773c\u955c\u3001\u5fae\u7b11\u6216\u6234\u4e0a\u53e3\u7f69\uff0c\u5b83\u5c31\u8bc6\u522b\u4e0d\u51fa\u6765\u4e86\u3002\u201d\u5979\u8868\u793a\u3002<\/p>\n<p>\u56fe\u50cf\u751f\u6210\u5668\u53ef\u4ee5\u7528\u4e8e\u521b\u5efa\u6a21\u62df\u4e0d\u540c\u5149\u7167\u6761\u4ef6\u6216\u89d2\u5ea6\u7684\u7167\u7247\u53d8\u4f53\uff0c\u4f46\u4f7f\u7528\u5f53\u524d\u6280\u672f\u53ef\u4ee5\u505a\u7684\u7a0b\u5ea6\u6709\u9650\u3002<\/p>\n<p>\u201c\u6211\u4eec\u5c1d\u8bd5\u4e3a\u6234\u53e3\u7f69\u7684\u4eba\u751f\u6210\u4e00\u4e9b\u5408\u6210\u6570\u636e\uff0c\u4f46\u5b83\u4e0e\u4eba\u4f53\u89e3\u5256\u5b66\u7684\u5339\u914d\u5ea6\u975e\u5e38\u5dee\uff0c\u201dPanetta\u8868\u793a\uff0c\u201c\u90a3\u4e9b\u8f6e\u5ed3\u5f88\u91cd\u8981\uff0c\u6240\u4ee5\u5b83\u5931\u8d25\u4e86\uff0c\u4f46\u5982\u679c\u5408\u6210\u6570\u636e\u786e\u5b9e\u5c55\u73b0\u51fa\u4f60\u60f3\u8981\u5339\u914d\u7684\u884c\u4e3a\uff0c\u90a3\u4e48\u5b83\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u5de5\u5177\u3002\u201d<\/p>\n<h4>3. \u5728\u6700\u5927\u5316\u6570\u636e\u4ef7\u503c\u7684\u540c\u65f6\u4fdd\u62a4\u9690\u79c1<\/h4>\n<p>\u8bb8\u591a\u516c\u53f8\u90fd\u6709\u73b0\u6210\u6a21\u578b\u65e0\u6cd5\u5f88\u597d\u8986\u76d6\u7684\u7279\u5b9a\u7528\u4f8b\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e13\u95e8\u7684\u5e93\u5b58\u7ba1\u7406\u5e94\u7528\u6216\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u5b83\u8fd8\u53ef\u80fd\u7b80\u5355\u5230\u4e3a\u6f5c\u5728\u5ba2\u6237\u751f\u6210\u7535\u5b50\u90ae\u4ef6\u6216\u5e7b\u706f\u7247\u3002<\/p>\n<p>\u201c\u5173\u4e8e\u5982\u4f55\u8d77\u8349\u7ed9\u5ba2\u6237\u7684\u7535\u5b50\u90ae\u4ef6\uff0c\u6ca1\u6709\u5ba2\u89c2\u7b54\u6848\uff0c\u201dDynamo AI(\u4e00\u5bb6\u4e13\u6ce8\u4e8eAI\u62a4\u680f\u548c\u5408\u89c4\u6027\u7684\u516c\u53f8)\u7684\u5e94\u7528AI\u526f\u603b\u88c1Eric Lin\u8868\u793a\uff0c\u201c\u8fd9\u662f\u56e0\u4e3a\u516c\u53f8\u6709\u81ea\u5df1\u7684\u98ce\u683c\u3001\u8bed\u8a00\uff0c\u5f53\u7136\u8fd8\u6709\u72ec\u7279\u7684\u4ea7\u54c1\u4fe1\u606f\u3002\u4ea7\u54c1\u4fe1\u606f\u7f3a\u53e3\u53ef\u4ee5\u901a\u8fc7\u5728\u63a8\u7406\u65f6\u5c06AI\u6307\u5411\u5411\u91cf\u6570\u636e\u5e93\uff0c\u901a\u8fc7RAG\u5d4c\u5165\u6765\u586b\u8865\uff0c\u4f46\u4f7f\u7528\u5b9e\u9645\u5ba2\u6237\u7535\u5b50\u90ae\u4ef6\u6765\u8bad\u7ec3AI\u53ef\u80fd\u4f1a\u8fdd\u53cd\u4ed6\u4eec\u7684\u9690\u79c1\uff0c\u65e0\u8bba\u662f\u901a\u8fc7\u5fae\u8c03\u8fd8\u662fRAG\u5d4c\u5165\u3002\u4f60\u4e0d\u5e0c\u671bAI\u5c06\u4e00\u4e2a\u5ba2\u6237\u7684\u654f\u611f\u4fe1\u606f\u5305\u542b\u5230\u53e6\u4e00\u4e2a\u5ba2\u6237\u7684\u90ae\u4ef6\u4e2d\u3002<\/p>\n<p>\u201c\u7531\u4e8e\u9690\u79c1\u548c\u5b89\u5168\u65b9\u9762\u7684\u62c5\u5fe7\uff0c\u6211\u4eec\u4e00\u76f4\u4e0d\u6562\u5229\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u201dLin\u8865\u5145\u9053\uff0c\u4f46\u5408\u6210\u6570\u636e\u53ef\u4ee5\u5265\u79bb\u6240\u6709\u654f\u611f\u7684\u79c1\u4eba\u4fe1\u606f\uff0c\u4f7f\u5176\u4e0d\u4f1a\u8fdb\u5165AI\u7684\u77e5\u8bc6\u5e93\uff0c\u5e76\u4f7f\u4f01\u4e1a\u80fd\u591f\u521b\u5efa\u80fd\u591f\u7cbe\u786e\u64b0\u5199\u6240\u9700\u7535\u5b50\u90ae\u4ef6\u548c\u5e7b\u706f\u7247\u7684\u6a21\u578b\uff0c\u800c\u4e14\u8fd9\u4e0d\u4ec5\u4ec5\u9002\u7528\u4e8e\u8425\u9500\u5e94\u7528\u3002<\/p>\n<p>\u201c\u4f8b\u5982\uff0c\u5bf9\u4e8e\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u5408\u6210\u6570\u636e\u6709\u52a9\u4e8e\u6a21\u62df\u60a3\u8005\u6570\u636e\u548c\u4e34\u5e8a\u573a\u666f\uff0c\u786e\u4fdd\u5728\u521b\u5efa\u591a\u6837\u5316\u8bad\u7ec3\u96c6\u7684\u540c\u65f6\u9075\u5b88\u9690\u79c1\u6cd5\u3002\u201dKearney\u7684\u6570\u5b57\u548c\u5206\u6790\u5b9e\u8df5\u5408\u4f19\u4ebaBharath Thota\u8868\u793a\u3002<\/p>\n<p>\u901a\u8fc7\u4f7f\u7528\u5408\u6210\u6570\u636e\uff0c\u533b\u7597\u4fdd\u5065\u516c\u53f8\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u51c6\u786e\u6027\u6216\u521b\u5efa\u521b\u65b0\u7684\u65b0\u4ea7\u54c1\uff0c\u4ed6\u8868\u793a\uff0c\u5373\u4f7f\u8fd9\u4e2a\u9886\u57df\u53d7\u5230\u9ad8\u5ea6\u76d1\u7ba1\u3002<\/p>\n<h4>4. \u52a0\u901f\u4ea7\u54c1\u5f00\u53d1\u548c\u7814\u53d1<\/h4>\n<p>\u8bf4\u5230\u521b\u5efa\u4ea7\u54c1\uff0c\u5982\u679c\u516c\u53f8\u6b63\u5728\u5f00\u53d1\u65b0\u4ea7\u54c1\uff0c\u95ee\u9898\u53ef\u80fd\u4e0d\u662f\u9690\u79c1\uff0c\u800c\u662f\u53ef\u80fd\u6ca1\u6709\u5386\u53f2\u6570\u636e\u53ef\u4f9b\u4f7f\u7528\u3002\u5f53Nextuple\u60f3\u8981\u6784\u5efa\u4e00\u4e2a\u65b0\u7684\u5e93\u5b58\u7ba1\u7406\u5e94\u7528\u65f6\uff0c\u5c31\u53d1\u751f\u4e86\u8fd9\u79cd\u60c5\u51b5\u3002<\/p>\n<p>\u201c\u6211\u4eec\u60f3\u8981\u6a21\u62df\u4e00\u5bb6\u516c\u53f8\u5728\u5176\u5206\u9500\u4e2d\u5fc3\u548c\u5546\u5e97\u7f51\u7edc\u4e2d\uff0c\u57fa\u4e8e\u5178\u578b\u9700\u6c42\u56e0\u7d20\uff0c\u5e93\u5b58\u662f\u5982\u4f55\u88ab\u6d88\u8017\u7684\uff0c\u201dNextuple\u7684Seth\u8868\u793a\uff0c\u201c\u6ca1\u6709\u5b9e\u9645\u6570\u636e\uff0c\u5c31\u65e0\u6cd5\u6d4b\u8bd5\u5b83\u662f\u5426\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u6709\u6548\u3002\u201d<\/p>\n<p>\u4ed6\u4eec\u521b\u5efa\u7684\u5408\u6210\u6570\u636e\u5305\u62ec\u8de8\u5546\u5e97\u548c\u4ed3\u5e93\u7f51\u7edc\u7684\u5e93\u5b58\u4f4d\u7f6e\uff0c\u4ee5\u53ca\u6a21\u62df\u7684\u8ba2\u5355\u548c\u5b83\u4eec\u7684\u5230\u8fbe\u65f6\u95f4\u3002<\/p>\n<p>\u201c\u6211\u4eec\u4f7f\u7528\u6a21\u62df\u6765\u7406\u89e3\uff0c\u4f8b\u5982\uff0c\u5728\u611f\u6069\u8282\u671f\u95f4\uff0c\u9500\u552e\u4f1a\u6709\u4e00\u5b9a\u7684\u6fc0\u589e\uff0c\u4e86\u89e3\u8fd9\u4e9b\u73b0\u5b9e\u60c5\u51b5\u540e\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u5408\u6210\u6570\u636e\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u7136\u540e\u6211\u4eec\u6709\u5e78\u4e0e\u4e00\u4f4d\u6f5c\u5728\u5ba2\u6237\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u4e86\u6211\u4eec\u7684\u5047\u8bbe\u3002\u201d<\/p>\n<p>\u4f7f\u7528\u5408\u6210\u6570\u636e\u8fdb\u884c\u4ea7\u54c1\u5f00\u53d1\u7684\u53e6\u4e00\u4e2a\u4f8b\u5b50?\u5efa\u9020\u673a\u5668\u4eba\u3002<\/p>\n<p>\u201c\u6211\u4eec\u5982\u4eca\u770b\u5230\u673a\u5668\u4eba\u6280\u672f\u6709\u4e86\u5982\u6b64\u591a\u7684\u6539\u8fdb\uff0c\u201d\u8f6f\u4ef6\u5f00\u53d1\u516c\u53f8Globant\u7684\u6570\u5b57\u521b\u65b0\u9ad8\u7ea7\u526f\u603b\u88c1Agustin Huerta\u8868\u793a\u3002\u6709\u865a\u62df\u73af\u5883\uff0c\u6bd4\u5982Nvidia Omniverse\uff0c\u6a21\u62df\u7684\u673a\u5668\u4eba\u53ef\u4ee5\u5728\u5176\u4e2d\u4e0e\u6a21\u62df\u7684\u7269\u4f53\u4ea4\u4e92\uff0c\u521b\u5efa\u5927\u91cf\u8bad\u7ec3\u6570\u636e\u6765\u5feb\u901f\u542f\u52a8\u673a\u5668\u4eba\u5bfc\u822a\u7a7a\u95f4\u6216\u5904\u7406\u4ea7\u54c1\u7684\u80fd\u529b\u3002<\/p>\n<p>\u201c\u5982\u679c\u4f60\u8c08\u8bba\u7684\u662f\u7528\u4e8e\u8bad\u7ec3\u81ea\u52a8\u9a7e\u9a76\u89e3\u51b3\u65b9\u6848\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u6570\u636e\uff0c\u6211\u4eec\u9700\u8981\u5408\u6210\u6570\u636e\u2014\u2014\u6ca1\u6709\u5176\u4ed6\u65b9\u6cd5\u53ef\u4ee5\u505a\u5230\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u5426\u5219\uff0c\u6211\u4eec\u9700\u8981\u8ba9\u6c7d\u8f66\u53d1\u751f\u78b0\u649e\u3002\u201d<\/p>\n<h4>5. 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Rao\u66fe\u4e0e\u4e00\u5bb6\u60f3\u8981\u6269\u5c55\u5230\u65b0\u5e02\u573a\u7684\u62fc\u8f66\u516c\u53f8\u5408\u4f5c\u8fc7\uff0c\u4f46\u4f7f\u7528\u76f8\u540c\u7684\u7b56\u7565\u5728\u6240\u6709\u5730\u65b9\u90fd\u4e0d\u4f1a\u975e\u5e38\u6709\u6548\uff0c\u56e0\u4e3a\u6761\u4ef6\u56e0\u5730\u800c\u5f02\u3002<\/p>\n<p>\u201c\u5728\u7ebd\u7ea6\u5e02\uff0c\u4f60\u9700\u89815\u523010\u5206\u949f\u7684\u54cd\u5e94\u65f6\u95f4\uff0c\u201dRao\u8868\u793a\uff0c\u201c\u4ed6\u4eec\u5bf9\u9884\u6d4b\u4e0d\u51c6\u786e\u4e0d\u592a\u5bb9\u5fcd\uff0c\u6bd4\u5982\u5982\u679c\u663e\u793a8\u5206\u949f\u4f46\u5b9e\u9645\u4e0a12\u5206\u949f\u8f66\u624d\u5230\uff0c\u4f46\u5728\u5bc6\u6b47\u6839\u5dde\u7684\u5b89\u5a1c\u5821\uff0c\u5982\u679c\u665a\u51e0\u5206\u949f\uff0c\u4ed6\u4eec\u53ef\u4ee5\u63a5\u53d7\u3002\u201d<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u4f18\u5316\u7b56\u7565\u9700\u8981\u4e0d\u540c\uff0c\u800c\u5408\u6210\u6570\u636e\u6709\u52a9\u4e8e\u5b8c\u5584\u8fd9\u4e9b\u7b56\u7565\u3002<\/p>\n<p>\u201c\u6211\u4eec\u4e3a\u5341\u4e2a\u57ce\u5e02\u51c6\u5907\u4e86\u8d85\u8fc720\u4e07\u4e2a\u8fdb\u5165\u5e02\u573a\u7684\u573a\u666f\uff0c\u201d\u4ed6\u8865\u5145\u9053\uff0c\u201c\u8fd9\u4e3a\u9ad8\u7ba1\u4eec\u63d0\u4f9b\u4e86\u5982\u4f55\u9002\u5e94\u65b0\u5e02\u573a\u7684\u771f\u5b9e\u89c1\u89e3\u3002\u201d<\/p>\n<h4>6. \u6784\u5efa\u6570\u5b57\u5b6a\u751f<\/h4>\n<p>\u5386\u53f2\u4e0a\uff0c\u6570\u5b57\u5b6a\u751f\u4e00\u76f4\u88ab\u7528\u4e8e\u6a21\u62df\u55b7\u6c14\u53d1\u52a8\u673a\u3001\u5e2e\u52a9\u516c\u53f8\u8fdb\u884c\u9884\u6d4b\u6027\u7ef4\u62a4\u6216\u8bbe\u8ba1\u548c\u7ba1\u7406\u5de5\u5382\u7b49\u590d\u6742\u7269\u7406\u8bbe\u65bd\u3002\u5982\u4eca\uff0c\u6570\u5b57\u5b6a\u751f\u7684\u5b9a\u4e49\u6b63\u5728\u6269\u5c55\uff0c\u5305\u62ec\u8f6f\u4ef6\u7cfb\u7edf\u3001\u4e1a\u52a1\u6d41\u7a0b\u751a\u81f3\u4eba\u5458\u3002<\/p>\n<p>\u516c\u53f8\u6b63\u5728\u6a21\u62df\u5ba2\u6237\u3001\u4ed6\u4eec\u7684\u884c\u4e3a\u3001\u8d2d\u7269\u65c5\u7a0b\u3001\u8d2d\u4e70\u6a21\u5f0f\u4ee5\u53ca\u4ed6\u4eec\u5bf9\u7279\u5b9a\u4fc3\u9500\u7684\u53cd\u5e94\u65b9\u5f0f\uff0c\u5b89\u6c38\u7f8e\u6d32\u6d88\u8d39\u8005AI\u8d1f\u8d23\u4ebaTom 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&amp; Company\u7684\u5e94\u7528\u89e3\u51b3\u65b9\u6848\u8d1f\u8d23\u4ebaNick Kramer\u8868\u793a\u3002<\/p>\n<p>\u201c\u6211\u4eec\u6709\u5173\u4e8e\u987e\u95ee\u7684\u5386\u53f2\u6570\u636e\uff0c\u4ee5\u53ca\u5173\u4e8e\u6280\u80fd\u548c\u80fd\u529b\u7684\u4e0d\u53ef\u9760\u6570\u636e\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u4f46\u6211\u4eec\u6709\u4e30\u5bcc\u7684\u9879\u76ee\u6570\u636e\uff0c\u4ece\u8fd9\u4e9b\u6570\u636e\u4e2d\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u6211\u4eec\u7684\u2018\u7d20\u6750\u2019\uff0c\u5e76\u4e00\u76f4\u5728\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u5408\u6210\u6570\u636e\u3002\u201d<\/p>\n<p>\u8fd9\u4e9b\u5408\u6210\u89d2\u8272\u53ef\u4ee5\u662f\u4eba\u3001\u9879\u76ee\u89d2\u8272\u6216\u7279\u5b9a\u5934\u8854\uff0c\u4ed6\u8868\u793a\uff0c\u5b83\u4eec\u88ab\u7ec4\u5408\u6210\u6a21\u62df\u7684\u9879\u76ee\u56e2\u961f\uff0c\u8fdb\u800c\u521b\u5efa\u5bf9\u4eba\u5458\u914d\u5907\u53ef\u80fd\u60c5\u51b5\u4ee5\u53ca\u5982\u4f55\u6839\u636e\u6280\u80fd\u548c\u5de5\u5177\u8fdb\u884c\u5e73\u8861\uff0c\u4ee5\u53ca\u5982\u4f55\u4f18\u5316\u7ed3\u679c\u3001\u901f\u5ea6\u3001\u6536\u5165\u548c\u5229\u6da6\u7684\u770b\u6cd5\u3002<\/p>\n<h4>7. \u4e3a\u81ea\u4e3b\u5f0fAI\u505a\u51c6\u5907<\/h4>\n<p>\u968f\u7740AI\u7684\u53d1\u5c55\uff0c\u4f7f\u7528\u5408\u6210\u6570\u636e\u7684\u673a\u4f1a\u4e5f\u5728\u589e\u52a0\u3002\u4f8b\u5982\uff0c\u4eca\u5e74\uff0c\u4e00\u5207\u90fd\u4e0e\u81ea\u4e3b\u5f0fAI\u6709\u5173\u3002<\/p>\n<p>\u6839\u636e4\u6708Cloudera\u7684\u4e00\u9879\u8c03\u67e5\uff0c96%\u7684\u4f01\u4e1aIT\u9886\u5bfc\u8005\u8868\u793a\uff0c\u4ed6\u4eec\u8ba1\u5212\u5728\u672a\u676512\u4e2a\u6708\u5185\u6269\u5927\u5bf9\u667a\u80fd\u4f53\u7684\u4f7f\u7528\uff0c\u800c\u4e14\uff0c\u5c3d\u7ba157%\u7684\u4eba\u8868\u793a\u5df2\u7ecf\u5b9e\u65bd\u4e86\u667a\u80fd\u4f53\uff0c\u4f46\u6700\u5927\u7684\u5355\u4e00\u969c\u788d\u662f\u6570\u636e\u9690\u79c1\uff0c53%\u7684\u4eba\u8868\u793a\u8fd9\u6b63\u5728\u51cf\u7f13\u91c7\u7528\u901f\u5ea6\uff0c\u4f46\u5728\u8bad\u7ec3\u667a\u80fd\u4f53\u65f6\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u5173\u4e8e\u4fdd\u62a4\u9690\u79c1\u3002<\/p>\n<p>\u201c\u5408\u6210\u6570\u636e\u662f\u52a0\u901f\u8fd9\u4e9b\u667a\u80fd\u4f53\u5b66\u4e60\u5e76\u6620\u5c04\u590d\u6742\u573a\u666f\u7684\u4e00\u4e2a\u5f88\u597d\u7684\u65b9\u6cd5\uff0c\u201d\u5b89\u6c38\u7684Edwards\u8868\u793a\uff0c\u5b83\u8fd8\u53ef\u4ee5\u7528\u4e8e\u786e\u4fdd\u667a\u80fd\u4f53\u80fd\u591f\u5904\u7406\u4efb\u4f55\u88ab\u629b\u7ed9\u5b83\u4eec\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u201c\u5982\u679c\u4f60\u80fd\u591f\u57fa\u4e8e\u590d\u6742\u4ea4\u4e92\u8fd0\u884c\u6570\u767e\u4e07\u79cd\u4e0d\u540c\u7684\u573a\u666f\uff0c\u90a3\u4e48\u8fd9\u5c06\u6210\u4e3a\u4e00\u4e2a\u975e\u5e38\u6709\u4ef7\u503c\u7684\u5de5\u5177\uff0c\u201d\u4ed6\u8868\u793a\uff0c\u201c\u5b83\u5c06\u6210\u4e3a\u4f60\u5728\u4f01\u4e1a\u5185\u90e8\u7f72\u667a\u80fd\u4f53\u7684\u4e00\u4e2a\u57fa\u7840\u65b9\u9762\u3002\u201d<\/p>\n<h4>\u73b0\u5b9e\u68c0\u67e5\uff1a\u8fc7\u5ea6\u4f9d\u8d56\u5408\u6210\u6570\u636e\u7684\u98ce\u9669<\/h4>\n<p>\u8fc7\u5ea6\u4f7f\u7528\u5408\u6210\u6570\u636e\u4e5f\u5b58\u5728\u5371\u9669\u3002\u6b63\u5982Panetta\u5728\u5c1d\u8bd5\u521b\u5efa\u6234\u53e3\u7f69\u7684\u4eba\u7684\u5408\u6210\u56fe\u50cf\u65f6\u53d1\u73b0\u7684\u90a3\u6837\uff0c\u5b83\u6709\u5176\u5c40\u9650\u6027\u3002<\/p>\n<p>\u201c\u5982\u679c\u6ee5\u7528\uff0c\u4f60\u53ef\u80fd\u4f1a\u9762\u4e34\u7c7b\u4f3c\u4e8e\u8fc7\u5ea6\u62df\u5408\u7684\u95ee\u9898\uff0c\u5373\u8f93\u51fa\u53d8\u5f97\u9ad8\u5ea6\u91cd\u590d\uff0c\u201dMendix(\u4e00\u5bb6AI\u5e73\u53f0\u516c\u53f8)\u7684\u6218\u7565\u9ad8\u7ea7\u526f\u603b\u88c1Gordon 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