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AI\u5de5\u5177\u53ef\u4ee5\u7acb\u5373\u4f7f\u7528\u5b83\u4eec\u6536\u96c6\u7684\u4efb\u4f55\u6570\u636e\uff0c\u5e76\u5728\u63a5\u89e6\u70b9\u4f7f\u7528\u91cf\u8eab\u5b9a\u5236\u7684\u6d88\u606f\u8fdb\u884c\u901a\u4fe1\uff0c\u800c\u4e0d\u6d6a\u8d39\u4efb\u4f55\u65f6\u95f4\uff0c\u4e5f\u4e0d\u9700\u8981\u8425\u9500\u4eba\u5458\u89e6\u53d1\u54cd\u5e94\u3002\u8fd9\u662f\u4e00\u79cd\u53cd\u5e94\u8fc5\u901f\u3001\u9ad8\u6548\u7684\u4e0e\u5ba2\u6237\u6253\u4ea4\u9053\u7684\u65b9\u5f0f\uff0c\u80fd\u786e\u4fdd\u5ba2\u6237\u6ee1\u610f\u3002AI\u8425\u9500\u7684\u5176\u4ed6\u7528\u9014\u5305\u62ec\u6570\u636e\u5206\u6790\u3001\u5a92\u4f53\u8d2d\u4e70\u3001\u5185\u5bb9\u751f\u6210\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u81ea\u52a8\u5316\u51b3\u7b56\u548c\u5b9e\u65f6\u4e2a\u6027\u5316\u3002\u4eba\u5de5\u667a\u80fd\u5229\u7528\u79d1\u5b66\u6a21\u578b\u3002\u8fd9\u4e00\u70b9\u4e5f\u4e0d\u6b66\u65ad\u3002\u5728\u8ba4\u77e5\u79d1\u5b66\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd\u9075\u5faa\u611f\u77e5-\u63a8\u7406-\u884c\u52a8\u5faa\u73af\u7684\u539f\u7406\u3002\u7528\u4eba\u5de5\u667a\u80fd\u7684\u672f\u8bed\u6765\u8bf4\uff0c\u8fd9\u4e00\u539f\u5219\u662f\u6536\u96c6-\u7406\u7531-\u884c\u4e3a\u5faa\u73af\u7684\u5f62\u5f0f\u3002<\/p>\n
Collect\u6307\u7684\u662falL\u4e0e\u6355\u83b7\u5ba2\u6237\u6570\u636e\u6709\u5173\u7684\u6d3b\u52a8\uff0c\u5305\u62ec\u5728\u7ebf\u548c\u79bb\u7ebf\u6570\u636e\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5230\u6570\u636e\u5e93\u4e2d\u3002\u4e0b\u4e00\u6b65\u662f\u63a8\u7406\u4eba\u5de5\u667a\u80fd\u5728\u54ea\u91cc\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u667a\u80fd\u6216\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002\u7136\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u6839\u636e\u6536\u96c6\u5230\u7684\u60c5\u62a5\u91c7\u53d6\u884c\u52a8\uff0c\u5e76\u5411\u5ba2\u6237\u53d1\u9001\u4fe1\u606f\uff0c\u76ee\u7684\u662f\u9f13\u52b1\u548c\u6fc0\u52b1\u5ba2\u6237\u6267\u884c\u6240\u9700\u7684\u64cd\u4f5c\u2014\u2014\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u662f\u8fdb\u884c\u8d2d\u4e70\u3002\u4eba\u5de5\u667a\u80fd\u8fd8\u6d89\u53ca\u673a\u5668\u5b66\u4e60(ML)\uff0c\u8fd9\u662f\u4e00\u9879\u66f4\u6df1\u5165\u7814\u7a76\u8ba1\u7b97\u673a\u7b97\u6cd5\u5e76\u57fa\u4e8e\u6536\u96c6\u5230\u7684\u6570\u636e\u5efa\u7acb\u6a21\u578b\u7684\u7814\u7a76\u3002\u4f7f\u7528ML\u6784\u5efa\u7684\u6a21\u578b\u5141\u8bb8\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u9884\u6d4b\u548c\u51b3\u7b56\u3002ML\u56e0\u6b64\u4e5f\u5e38\u88ab\u79f0\u4e3a\u9884\u6d4b\u5206\u6790\u3002\u5176\u4e2d\u4e00\u4e9b\u6a21\u578b\u5229\u7528\u6570\u636e\u548c\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u7814\u7a76\u6765\u6a21\u62df\u751f\u7269\u5927\u8111\u5728\u6982\u7387\u63a8\u7406\u4e2d\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u5728AI\u4e2d\u4f7f\u7528\u7684ML\u7684\u5b50\u96c6\u6d89\u53ca\u8ba1\u7b97\u7edf\u8ba1\u3002\u5176\u4ed6\u76f8\u5173\u7814\u7a76\u5305\u62ec\u6570\u5b66\u4f18\u5316\u548c\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\u3002\u5173\u4e8eML\u548cAI\u7684\u7814\u7a76\u8fd8\u5728\u8fdb\u884c\u4e2d\uff0c\u4e24\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\u8fd8\u6ca1\u6709\u88ab\u5b8c\u5168\u7406\u89e3\u3002AI\u4e2d\u4f7f\u7528\u7684\u53e6\u4e00\u4e2a\u6982\u7387\u6a21\u578b\u662f\u8d1d\u53f6\u65af\u7f51\u7edc\u3002\u8fd9\u4e2a\u56fe\u5f62\u6a21\u578b\u8bc6\u522b\u4e00\u7ec4\u53d8\u91cf\uff0c\u5e76\u5728\u6709\u5411\u65e0\u73af\u56fe(DAG)\u4e2d\u7ed8\u5236\u6761\u4ef6\u4f9d\u8d56\u6027\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u901a\u8fc7\u8ba1\u7b97\u4e00\u4e2a\u4e8b\u4ef6\u53d1\u751f\u7684\u6982\u7387\u6765\u9884\u6d4b\u7ed3\u679c\uff0c\u8be5\u6982\u7387\u662f\u7531\u8bb8\u591a\u53ef\u80fd\u7684\u5df2\u77e5\u539f\u56e0\u4e2d\u7684\u4efb\u4f55\u4e00\u4e2a\u5f15\u8d77\u7684\u3002\u7b97\u6cd5\u540c\u6837\u4e5f\u7528\u4e8e\u89e3\u51b3\u51b3\u7b56\u95ee\u9898\u7684\u63a8\u7406\u548c\u6cdb\u5316\u3002\u8fd9\u4e9b\u79d1\u5b66\u65b9\u6cd5\u53ef\u4ee5\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u66f4\u6709\u6548\u7684\u884c\u4e3a\u5b9a\u4f4d\u3002\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4f7f\u7528\u5c06\u8fd9\u4e9b\u65b9\u6cd5\u4ed8\u8bf8\u884c\u52a8\uff0c\u5e76\u6d88\u9664\u4e86\u4eba\u4e3a\u504f\u89c1\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u88ab\u6070\u5f53\u5730\u79f0\u4e3a\u7b97\u6cd5\u8425\u9500\u3002\u5728\u5236\u5b9a\u8425\u9500\u8ba1\u5212\u548c\u89e3\u51b3\u65b9\u6848\u65f6\uff0c\u8981\u6709\u6548\u5229\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u6709\u51e0\u4e2a\u5173\u952e\u8981\u7d20\u662f\u5fc5\u8981\u7684\u3002\u6570\u636e\u79d1\u5b66\u5fc5\u987b\u8f6c\u5316\u4e3a\u66f4\u76f8\u5173\u7684\u884c\u52a8\u548c\u66f4\u6709\u6548\u7684\u6267\u884c\u3002\u51e0\u5341\u5e74\u524d\uff0c\u6536\u96c6\u3001\u5904\u7406\u548c\u5206\u6790\u6570\u636e\u4f3c\u4e4e\u662f\u4e00\u9879\u5197\u957f\u800c\u8017\u65f6\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u6beb\u4e0d\u8d39\u529b\u5730\u5b8c\u6210\u3002\u8fd9\u4e9b\u5143\u7d20\u4f7f\u5f97AI\u5728\u670d\u52a1\u5f53\u4eca\u9ad8\u8981\u6c42\u7684\u6d88\u8d39\u5e02\u573a\u65b9\u9762\u771f\u6b63\u6210\u4e3a\u5fc5\u8981\u7684\uff0c\u751a\u81f3\u662f\u81f3\u5173\u91cd\u8981\u7684:\u5927\u6570\u636e\u548c\u5206\u6790\u5728\u6570\u5b57\u4e16\u754c\u4e2d\u6709\u6d77\u91cf\u7684\u6570\u636e\u3002\u8425\u9500\u4eba\u5458\u5fc5\u987b\u7b5b\u9009\u6240\u6709\u8fd9\u4e9b\u6570\u636e\uff0c\u5e76\u4f7f\u5b83\u4eec\u6709\u610f\u4e49\uff0c\u624d\u80fd\u5728\u4ed6\u4eec\u7684\u8425\u9500\u6d3b\u52a8\u4e2d\u4f7f\u7528\u5b83\u4eec\u3002\u7406\u89e3\u8fd9\u4e9b\u6570\u636e\u53ef\u4ee5\u6709\u6548\u5730\u5b9e\u73b0\u66f4\u51c6\u786e\u7684\u8de8\u6e20\u9053\u4ef7\u503c\u5f52\u5c5e\uff0c\u5e76\u4ee5\u6700\u53ca\u65f6\u7684\u65b9\u5f0f\u4e3a\u5ba2\u6237\u63d0\u4f9b\u66f4\u6709\u54cd\u5e94\u6027\u7684\u4ea7\u54c1\u548c\u4f53\u9a8c\u3002\u8425\u9500\u4eba\u5458\u9762\u4e34\u7684\u6311\u6218\u662f\uff0c\u5982\u4f55\u907f\u514d\u81ea\u5df1\u6df9\u6ca1\u5728\u6d77\u91cf\u6570\u636e\u4e2d\uff0c\u56e0\u4e3a\u5176\u4e2d\u5927\u591a\u6570\u6570\u636e\u5bf9\u4ed6\u4eec\u6765\u8bf4\u5e76\u6ca1\u6709\u771f\u6b63\u7684\u4ef7\u503c\u3002\u4ed6\u4eec\u5e94\u8be5\u80fd\u591f\u5c06\u7cbe\u529b\u96c6\u4e2d\u5728\u4e0e\u4e1a\u52a1\u6700\u76f8\u5173\u7684\u66f4\u6709\u4ef7\u503c\u7684\u6570\u636e\u4e0a\u3002\u4f7f\u7528\u5206\u6790\u6765\u5904\u7406\u6536\u96c6\u5230\u7684\u6570\u636e\u5c06\u4f7f\u8425\u9500\u4eba\u5458\u66f4\u597d\u5730\u4e86\u89e3\u4ed6\u4eec\u7684\u5ba2\u6237\u548c\u6f5c\u5728\u5ba2\u6237\u7684\u770b\u6cd5\u548c\u884c\u4e3a\u3002\u56e0\u6b64\uff0c\u8425\u9500\u6d3b\u52a8\u66f4\u52a0\u7cbe\u51c6\uff0c\u53ef\u80fd\u4f1a\u5e26\u6765\u66f4\u9ad8\u7684\u7528\u6237\u7c98\u6027\u548c\u8f6c\u5316\u7387\u3002\u673a\u5668\u5b66\u4e60\u5728\u4eba\u5de5\u667a\u80fd\u7684\u9a71\u52a8\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u8ba1\u7b97\u673a\u7b97\u6cd5\u6765\u5206\u6790\u4fe1\u606f\u3002\u5386\u53f2\u6570\u636e\u548c\u65b0\u4fe1\u606f\u90fd\u662f\u76f8\u4e92\u5173\u8054\u7684\uff0c\u4ee5\u4fbf\u505a\u51fa\u6700\u6709\u53ef\u80fd\u4ea7\u751f\u6700\u4f73\u7ed3\u679c\u7684\u51b3\u7b56\u3002<\/p>\n
\u5229\u7528\u5b83\u5df2\u7ecf\u638c\u63e1\u7684\u5173\u4e8e\u5ba2\u6237\u6216\u6f5c\u5728\u5ba2\u6237\u7684\u4fe1\u606f\uff0cAI\u53ef\u4ee5\u81ea\u52a8\u63d0\u4f9b\u88ab\u9884\u6d4b\u5728\u7279\u5b9a\u5ba2\u6237\u6216\u6f5c\u5728\u5ba2\u6237\u7684\u884c\u4e3a\u6216\u884c\u52a8\u4e2d\u5177\u6709\u6700\u9ad8\u6210\u529f\u6982\u7387\u7684\u5185\u5bb9\u3002<\/p>\n
AI\u5e73\u53f0\u89e3\u51b3\u65b9\u6848<\/p>\n
\u4f7f\u7528\u6269\u5c55\u7684\u3001\u901a\u5e38\u662f\u4f01\u4e1a\u8303\u56f4\u7684\u5e73\u53f0\u8fd0\u884cAI\uff0c\u6709\u6548\u5730\u6574\u5408\u6570\u636ecollection\u548c\u5206\u6790\u3002\u8fd9\u4e9b\u5e73\u53f0\u80fd\u591f\u5728\u77ed\u65f6\u95f4\u5185\u66f4\u9ad8\u6548\u3001\u66f4\u667a\u80fd\u5730\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002\u901a\u8fc7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u89e3\u51b3\u65b9\u6848\uff0c\u7b80\u5316\u4e86\u64cd\u4f5c\u6d41\u7a0b\uff0c\u5b9e\u73b0\u4e86\u7b80\u5355\u4efb\u52a1\u7684\u81ea\u52a8\u5316\uff0c\u5e76\u6d88\u9664\u4e86\u6602\u8d35\u7684\u6d3b\u52a8\u3002\u6240\u6709\u8fd9\u4e9b\u6700\u7ec8\u90fd\u4f1a\u5bfc\u81f4\u80fd\u591f\u63d0\u4f9b\u6700\u76f8\u5173\u7684\u89e3\u51b3\u65b9\u6848\u548c\u6700\u597d\u7684\u5ba2\u6237\u4f53\u9a8c\u3002\u4ece\u6570\u636e\u6536\u96c6\u5230\u5206\u6790\uff0cAI\u53ef\u4ee5\u4e3a\u8425\u9500\u4eba\u5458\u63d0\u4f9b\u76f8\u5173\u7684\u8425\u9500\u60c5\u62a5\uff0c\u4ee5\u66f4\u597d\u5730\u670d\u52a1\u4ed6\u4eec\u7684\u5ba2\u6237\u3002\u901a\u8fc7\u4f7f\u7528\u4e2d\u592e\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff0c\u5c06\u66f4\u5bb9\u6613\u83b7\u5f97\u8fd9\u79cd\u5e02\u573a\u60c5\u62a5\uff0c\u4f7f\u8425\u9500\u4eba\u5458\u80fd\u591f\u5feb\u901f\u505a\u51fa\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u3002\u8425\u9500\u4eba\u5458\u80fd\u591f\u5728\u6b63\u786e\u7684\u65f6\u95f4\uff0c\u7528\u6700\u6709\u6548\u7684\u91cf\u8eab\u5b9a\u5236\u7684\u4fe1\u606f\uff0c\u8fbe\u5230\u66f4\u591a\u7684\u76ee\u6807\u53d7\u4f17\uff0c\u8fd9\u4e9b\u4fe1\u606f\u88ab\u4f18\u5316\uff0c\u4ee5\u4fc3\u8fdb\u6240\u9700\u7684\u884c\u52a8\u3002\u8fdb\u4e00\u6b65\u5206\u89e3\uff0c\u8fd9\u91cc\u6709\u4e00\u4e9b\u4eba\u5de5\u667a\u80fd\u8425\u9500\u5982\u4f55\u5728\u73b0\u4ee3\u4f01\u4e1a\u4e2d\u4f7f\u7528\u7684\u4f8b\u5b50:<\/p>\n<\/p>\n
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2\u3002\u81ea\u7136\u8bed\u8a00\u5904\u7406(<\/p>\n
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AI\u53ef\u4ee5\u8ba9\u4f60\u66f4\u597d\u5730\u4e86\u89e3\u4f60\u7684\u5e02\u573a\uff0c\u8fd9\u6837\u4f60\u5c31\u53ef\u4ee5\u521b\u5efa\u72ec\u7279\u7684\u5185\u5bb9\uff0c\u5236\u5b9a\u4e2a\u6027\u5316\u7684\u8425\u9500\u6d3b\u52a8\uff0c\u5e76\u9488\u5bf9\u4ed6\u4eec\u7684\u9700\u6c42\u63d0\u4f9b\u66f4\u7075\u654f\u7684\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u3002\u6240\u6709\u8fd9\u4e9b\u90fd\u662f\u5728\u4e0d\u589e\u52a0\u52b3\u52a8\u529b\u8d1f\u62c5\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u7684\u3002\u7531\u4e8e\u6280\u672f\u6709\u6548\u5730\u6a21\u4eff\u4e86\u4eba\u7c7b\u5927\u8111\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\u5141\u8bb8\u4f60\u5229\u7528\u4e30\u5bcc\u7684\u6570\u636e\u6e90\uff0c\u4ee5\u663e\u8457\u6539\u5584\u4f60\u7684\u670d\u52a1\u65b9\u5f0f\u548c\u6ee1\u8db3\u4f60\u7684\u5ba2\u6237\u3002\u589e\u5f3a\u7684\u5ba2\u6237\u4f53\u9a8c\u5728\u4f60\u7684\u516c\u53f8\u548c\u5ba2\u6237\u4e4b\u95f4\u5efa\u7acb\u4e86\u4e00\u79cd\u5f3a\u5927\u5230\u8db3\u4ee5\u589e\u52a0\u6d88\u8d39\u548c\u57f9\u517b\u5fe0\u8bda\u5ea6\u7684\u7ebd\u5e26\u3002\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5c06\u4e3a\u4f60\u7684\u5ba2\u6237\u5e26\u6765\u66f4\u591a\u6709\u610f\u4e49\u7684\u4e92\u52a8\u548c\u6301\u4e45\u7684\u5173\u7cfb\u2014\u2014\u8fdb\u4e00\u6b65\u4e3a\u4f60\u7684\u4f01\u4e1a\u5e26\u6765\u957f\u671f\u76c8\u5229\u3002\u4eba\u5de5\u667a\u80fd\u53ca\u76f8\u5173\u6280\u672f\u4ecd\u5728\u53d1\u5c55\u4e2d\uff0c\u6709\u5f88\u5927\u7684\u589e\u957f\u7a7a\u95f4\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u516c\u53f8\u6b63\u5728\u6295\u8d44\u548c\u5347\u7ea7\u4ed6\u4eec\u7684IT\u8d44\u6e90\u548c\u80fd\u529b\u2014\u2014\u4eba\u5de5\u667a\u80fd\u65e0\u7591\u662f\u5927\u8ba1\u5212\u7684\u4e00\u90e8\u5206\u3002\u636e\u9884\u6d4b\uff0c\u4eba\u5de5\u667a\u80fd\u5c06\u5728\u8425\u9500\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u79d1\u5b66\u4efb\u52a1\u4e2d\u5360\u636e\u5de8\u5927\u4efd\u989d\u3002\u8425\u9500\u56e2\u961f\u5c06\u7ee7\u7eed\u5229\u7528\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u6765\u5b9e\u73b0\u76c8\u5229\u76ee\u6807\u3002\u5c06\u63d0\u4f9b\u66f4\u591a\u76f8\u5173\u7684\u8425\u9500\u6307\u6807\uff0c\u4ee5\u5e2e\u52a9\u8425\u9500\u4eba\u5458\u66f4\u51c6\u786e\u5730\u4e3a\u4ed6\u4eec\u7684\u6d3b\u52a8\u4f30\u503c\u3002\u8fd9\u4e9b\u89c1\u89e3\u5c06\u7ee7\u7eed\u523a\u6fc0\u4e1a\u52a1\u589e\u957f\uff0c\u56e0\u4e3a\u66f4\u591a\u7684\u54cd\u5e94\u6027\u89e3\u51b3\u65b9\u6848\u548c\u66f4\u591a\u7684\u6218\u7565\u8425\u9500\u4e3e\u63aa\u3002\u57282022\u5e74\u51fa\u73b0\u7684\u8d8b\u52bf\u4e2d\u6709:<\/p>\n
\u5728\u672a\u6765\u51e0\u5e74\u91cc\uff0c\u6211\u4eec\u5c06\u770b\u5230\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLM)\u5bf9\u5bf9\u8bdd\u578bAI\u4ea7\u751f\u5f71\u54cd\u3002\u7531\u4e8ellm\u8bad\u7ec3\u7684\u662ftb\u7ea7\u7684\u6d77\u91cf\u6570\u636e\u96c6\u548c\u6570\u5341\u4ebf\u7ea7\u7684\u591a\u4e2a\u53c2\u6570\uff0c\u5b83\u4eec\u5c06\u5b9a\u4e49\u4e0b\u4e00\u4ee3\u5bf9\u8bddAI\u3002\u5bf9\u4e8e\u8425\u9500\u4eba\u5458\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u66f4\u591a\u7684\u9002\u5e94\u6027\u5bf9\u8bdd\u5de5\u5177\uff0c\u53ef\u4ee5\u589e\u5f3a\u5ba2\u6237\u7684\u53c2\u4e0e\u5ea6\u3002<\/p>\n
2\u3002\u4eba\u5de5\u667a\u80fd\u8425\u9500\u7684\u51c6\u786e\u6027\u53d6\u51b3\u4e8e\u6a21\u578b\u8bad\u7ec3\u7684\u597d\u574f\u3002\u6a21\u578b\u8bad\u7ec3\u9700\u8981\u4f7f\u7528\u5927\u91cf\u6570\u636e\u96c6\uff0c\u9ed1\u5ba2\u53ef\u4ee5\u901a\u8fc7\u53cd\u5411\u5de5\u7a0b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u8bbf\u95ee\u8fd9\u4e9b\u6570\u636e\u96c6\u3002\u8fd9\u4e9b\u9ed1\u5ba2\u8fd8\u4f7f\u7528\u5148\u8fdb\u7684\u5de5\u5177\u6765\u53d1\u73b0\u548c\u6e17\u900f\u516c\u53f8\u7cfb\u7edf\u7684\u5b89\u5168\u6f0f\u6d1e\u3002\u4e3a\u4e86\u907f\u514d\u8fd9\u4e9b\u653b\u51fb\uff0c\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u4e5f\u9700\u8981\u5728\u7f51\u7edc\u5b89\u5168\u4e2d\u5b9e\u65bd\u3002\u8fd9\u5c06\u6709\u52a9\u4e8e\u963b\u6b62\u9ed1\u5ba2\u8bbf\u95ee\u548c\u64cd\u7eb5\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u7684\u6570\u636e\u3002<\/p>\n
3\u3002\u4ece\u5355\u6a21\u6001AI\u5f00\u59cb\uff0c\u591a\u6a21\u6001AI\u5c06\u628a\u5bf9\u8bddAI\u6a21\u578b\u4e0e\u89c6\u89c9\u6a21\u5f0f\u7ed3\u5408\u8d77\u6765\u3002\u8c37\u6b4c\u7684\u591a\u4efb\u52a1\u7edf\u4e00\u6a21\u578b(MUM)\u662f\u8fd9\u4e00\u8d8b\u52bf\u5982\u4f55\u5f71\u54cd\u4eba\u5de5\u667a\u80fd\u8425\u9500\u7684\u4e00\u4e2a\u719f\u6089\u7684\u4f8b\u5b50\u3002\u901a\u8fc7\u8c37\u6b4cMUM\uff0c\u641c\u7d22\u4f53\u9a8c\u901a\u8fc7T5\u6587\u672c\u5230\u6587\u672c\u6846\u67b6\u5f97\u5230\u589e\u5f3a\uff0c\u5176\u4e2d\u641c\u7d22\u7ed3\u679c\u57fa\u4e8e\u6765\u81ea\u591a\u79cd\u8bed\u8a00\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/p>\n
4\u3002\u7531\u5e73\u53f0\u63d0\u4f9b\u5546\u7ba1\u7406\u7684\u65b0\u7684\u5782\u76f4AI\u89e3\u51b3\u65b9\u6848\u201ckdsp\u201d\u5e73\u53f0\u548c\u4e91\u63d0\u4f9b\u5546\u5df2\u7ecf\u5f00\u59cb\u4e3a\u7279\u5b9a\u7684\u7528\u4f8b\u63d0\u4f9b\u5b9a\u5236\u7684AI\u89e3\u51b3\u65b9\u6848\u3002\u4f8b\u5982\uff0c\u4e9a\u9a6c\u900a\u548c\u8c37\u6b4c\u5206\u522b\u901a\u8fc7Connect\u548cContact Center AI\u63d0\u4f9b\u5782\u76f4\u96c6\u6210\u3002\u4e24\u8005\u90fd\u652f\u6301\u673a\u5668\u4eba\u9a71\u52a8\u7684\u5bf9\u8bdd\u3001\u667a\u80fd\u8def\u7531\u548c\u81ea\u52a8\u534f\u52a9\uff0c\u8425\u9500\u56e2\u961f\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u7279\u6027\u5728\u652f\u6301\u671f\u95f4\u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u3002<\/p>\n
5\u3002\u5bf9\u8d1f\u8d23\u4efb\u7684AI<\/p>\n
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