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AI-Native\u7684\u4e91\u8ba1\u7b97
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2016\u5e74\uff0c\u767e\u5ea6\u5927\u8111\u5b8c\u6210\u4e86\u57fa\u7840\u80fd\u529b\u642d\u5efa\u5e76\u521d\u6b65\u5bf9\u5916\u5f00\u653e\uff0c\u5177\u4f53\u5305\u62ec\u4e00\u4e9b\u8bed\u97f3\u7b49AI\u80fd\u529b\u63a5\u53e3\u7684\u8c03\u7528\uff1b2017\u5e74\u767e\u5ea6\u5927\u8111\u5f62\u6210\u4e86\u5b8c\u6574\u7684\u6280\u672f\u4f53\u7cfb\uff0c\u8fd9\u597d\u6bd4\u767e\u5ea6\u5185\u90e8\u7684\u6280\u672f\u5e95\u5ea7\uff0c\u540c\u65f6\uff0c\u8bed\u97f3\u3001\u89c6\u89c9\u3001NLP\u7b49\u7b49\u4e00\u7cfb\u5217AI\u6280\u672f\u4e5f\u5f00\u59cb\u8fdb\u5165\u4e86\u4e00\u4e2a\u5168\u9762\u5f00\u653e\u7684\u72b6\u6001\uff1b2018\u5e74\uff0c\u767e\u5ea6\u5927\u8111\u7684\u6838\u5fc3\u6280\u672f\u8de8\u8d8a\u8fdb\u5165\u591a\u6a21\u6001\u6df1\u5ea6\u8bed\u4e49\u7406\u89e3\u9636\u6bb5\uff0c\u5373\u5bf9\u8bed\u97f3\u3001\u97f3\u9891\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6587\u5b57\u7b49\u591a\u79cd\u7efc\u5408\u5f62\u6001\u7684\u8bed\u4e49\u7406\u89e3\u3002<\/p>\n
2019\u5e74\uff0c\u6574\u4e2a\u767e\u5ea6\u5927\u8111\u5df2\u7ecf\u53d1\u5c55\u6210\u4e86\u4e00\u4e2a\u8f6f\u786c\u4e00\u4f53AI\u5927\u751f\u4ea7\u5e73\u53f0\uff0c\u8fdb\u5165\u5230AI\u80fd\u529b\u548c\u5e94\u7528\u573a\u666f\u7684\u878d\u5408\u521b\u65b0\u9636\u6bb5\u3002\u5434\u751c\u4ecb\u7ecd\uff0c\u4eca\u5e74\uff0c\u767e\u5ea6\u5927\u8111\u5728AI\u8ba1\u7b97\u67b6\u6784\u3001\u7b97\u6cd5\u548c\u7b97\u529b\u4e0a\u505a\u4e86\u521b\u65b0\u548c\u6280\u672f\u5347\u7ea7\uff0c\u5df2\u7ecf\u6210\u4e3a\u667a\u80fd\u65f6\u4ee3\u7684AI\u57fa\u7840\u8bbe\u65bd\uff0c\u53ef\u4ee5\u4e3a\u5404\u884c\u5404\u4e1a\u7684\u667a\u80fd\u5316\u63d0\u4f9b\u57fa\u7840\u7684\u751f\u4ea7\u73af\u5883\u548c\u57fa\u7840\u8bbe\u65bd\uff0c\u5305\u62ec\u4ece\u5e95\u5c42\u7b97\u529b\u3001\u6570\u636e\u3001\u7b97\u6cd5\u3001\u5e73\u53f0\u3001\u5b89\u5168\u7b49\u7b49\u6574\u4f53\u7684\u7ec4\u5408\u3002<\/p>\n
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\u4e4b\u524d\uff0c\u4e00\u5bb6\u5546\u4e1a\u94f6\u884c\u770b\u4e2d\u4e86\u767e\u5ea6\u667a\u80fd\u4e91\u7684\u667a\u80fd\u5bf9\u8bdd\u4ea7\u54c1\uff0c\u4f46\u8fd9\u5bb6\u94f6\u884c\u4e4b\u524d\u5df2\u7ecf\u8d2d\u4e70\u4e86\u4e0d\u540c\u516c\u53f8\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5e0c\u671b\u53ef\u4ee5\u76f4\u63a5\u5bf9\u63a5\u3002\u667a\u80fd\u4e91\u56e2\u961f\u544a\u8bc9\u5bf9\u65b9\uff0c\u8fd9\u4e2a\u573a\u666f\u6d89\u53ca\u5230\u8bed\u97f3\u3001\u89c6\u9891\u7684\u534f\u540c\u8ba1\u7b97\uff0c\u4e0d\u540c\u7ec4\u4ef6\u7684\u7ec4\u5408\u53ef\u80fd\u4f1a\u5bfc\u81f4\u9762\u90e8\u8868\u60c5\u548c\u8bed\u97f3\u53d1\u58f0\u4e0d\u5339\u914d\u4ece\u800c\u5f71\u54cd\u6574\u4f53\u6548\u679c\u3002<\/p>\n
\u4e0d\u8fc7\u5f53\u65f6\u5bf9\u65b9\u5e76\u4e0d\u80fd\u5b8c\u5168\u7406\u89e3\u3002\u767e\u5ea6\u667a\u80fd\u4e91\u56e2\u961f\u652f\u6301\u5ba2\u6237\u5148\u5c0f\u8303\u56f4\u5c1d\u8bd5\uff0c\u628a\u4e0d\u540c\u5382\u5bb6\u7684\u8bed\u97f3\u3001\u89c6\u89c9\u7b49AI\u80fd\u529b\u5728\u4e00\u8d77\u8054\u8c03\u3002\u674e\u7855\u4ecb\u7ecd\uff0c\u8fd9\u5e76\u4e0d\u662f\u4e00\u5355\u80fd\u591f\u8d5a\u94b1\u7684\u751f\u610f\uff0c\u767e\u5ea6\u975e\u5e38\u770b\u91cd\u5ba2\u6237\u548c\u5f15\u5bfc\u5ba2\u6237\u3002\u540e\u6765\uff0c\u8fd9\u5bb6\u94f6\u884c\u7684\u9879\u76ee\u8d1f\u8d23\u4eba\u4e5f\u610f\u8bc6\u5230\u4e8b\u60c5\u4e0d\u662f\u60f3\u8c61\u4e2d\u7684\u90a3\u4e48\u5bb9\u6613\uff0c\u66ff\u6362\u4e3a\u767e\u5ea6\u6574\u4f53\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u5ba2\u6237\u9700\u8981\u8d70\u8fc7\u8ba4\u77e5\u8fed\u4ee3\u7684\u8fc7\u7a0b\uff0c\u800c\u767e\u5ea6\u667a\u80fd\u4e91\u56e2\u961f\u81ea\u8eab\u5bf9\u4e8e\u4e0d\u540c\u884c\u4e1a\u7684\u8ba4\u77e5\uff0c\u4e5f\u5728\u7ecf\u5386\u8fed\u4ee3\u3002<\/p>\n
\u6700\u521d\uff0c\u9762\u5bf9\u5f88\u591a\u884c\u4e1a\u201c\u9ed1\u8bdd\u201d\uff0cAI\u5de5\u7a0b\u5e08\u50cf\u201c\u542c\u5929\u4e66\u201d\u30022017\u5e74\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u548c\u8fd0\u8425\u5546\u5408\u4f5c\uff0c\u542c\u5230\u8fd0\u8425\u5546\u884c\u4e1a\u4eba\u58eb\u8bb2\u201cC\u57df\u3001B\u57df\u3001D\u57df\u201d\uff0c\u5de5\u7a0b\u5e08\u4e00\u5934\u96fe\u6c34\uff0c\u800c\u4e09\u5bb6\u8fd0\u8425\u5546\u7684\u4eba\u4e00\u542c\u5c31\u77e5\u9053\u5f7c\u6b64\u5728\u8bf4\u4ec0\u4e48\u3002\u540e\u6765\u4ed6\u4eec\u624d\u641e\u6e05\u695a\uff0c\u7b80\u5355\u7406\u89e3B\u57df\u662f\u4e1a\u52a1\u7cfb\u7edf\uff0cC\u57df\u662f\u7528\u6237\u8d26\u6237\u7cfb\u7edf\uff0c\u8ddf\u6570\u636e\u76f8\u5173\u7684\u5c31\u662fD\u57df\u3002<\/p>\n
\u4e1a\u52a1\u8bed\u8a00\u662f\u8868\u5c42\uff0c\u66f4\u6df1\u5c42\u7684\u662f\u6bcf\u4e2a\u884c\u4e1a\u7684\u4e0d\u540c\u903b\u8f91\u3002\u667a\u80fd\u4e91\u56e2\u961f\u4e5f\u662f\u5728\u548c\u5404\u79cd\u4e0d\u540c\u884c\u4e1a\u6253\u4ea4\u9053\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9010\u6e10\u6478\u6e05\u695a\u4e86\u5404\u884c\u5404\u4e1a\u5728\u65b0\u6280\u672f\u6295\u5165\u4e0a\u7684\u6838\u5fc3\u5173\u6ce8\u70b9\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u7ed3\u5408\u5404\u4e2a\u884c\u4e1a\u4e0d\u540c\u7684\u4fe1\u606f\u5316\u548c\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u5f62\u6210\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u5bf9\u884c\u4e1a\u7684\u6df1\u5165\u8ba4\u77e5\uff0c\u4e5f\u6e90\u4e8e\u5728\u5927\u91cf\u201c\u8d70\u4e0d\u4e0b\u53bb\u7684\u6848\u4f8b\u201d\u4e2d\u6c89\u6dc0\u7684\u7ecf\u9a8c\u3002<\/p>\n
2017\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u6982\u5ff5\u5982\u706b\u5982\u837c\u3002\u201c\u4e0d\u5c11\u884c\u4e1a\u4eba\u58eb\u4f1a\u89c9\u5f97AI\u662f\u4e07\u80fd\u826f\u836f\uff0c\u53ea\u8981\u62e5\u62b1AI\u5c31\u80fd\u8d77\u6b7b\u56de\u751f\u3002\u201d\u674e\u7855\u56de\u5fc6\u5f53\u65f6\uff0c\u5b9e\u9645\u4e0a\uff0c\u5f88\u591a\u884c\u4e1a\u7684\u4fe1\u606f\u5316\u6c34\u5e73\u8fd8\u201c\u505c\u7559\u5728\u7528Excel\u6216\u8005word\u8fdb\u884c\u4e1a\u52a1\u7ba1\u7406\u7684\u9636\u6bb5\uff0c\u4e0d\u592a\u53ef\u80fd\u76f4\u63a5\u5ac1\u63a5\u4eba\u5de5\u667a\u80fd\u201d\u3002<\/p>\n
To B\u751f\u610f\u6d89\u53ca\u4e2d\u95f4\u5927\u91cf\u6280\u672f\u3001\u5546\u4e1a\u4ef7\u503c\u3001\u793e\u4f1a\u8ba4\u77e5\u548c\u4f01\u4e1a\u81ea\u8eab\u7684\u95ee\u9898\uff0c\u5bf9\u79d1\u6280\u516c\u53f8\u548c\u4f20\u7edf\u4ea7\u4e1a\u4f01\u4e1a\u6765\u8bf4\uff0c\u90fd\u9700\u8981\u66f4\u591a\u8010\u5fc3\uff0c\u5b8c\u6210\u884c\u4e1a\u5185\u90e8\u7684\u6d41\u7a0b\u518d\u9020\u3002<\/p>\n
\u5728\u201c\u524d\u8fdb\u4e24\u6b65\u3001\u540e\u9000\u4e00\u6b65\u201d\u7684\u6478\u7d22\u4e2d\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u9010\u6e10\u5f62\u6210\u4e86\u66f4\u6e05\u6670\u7684\u884c\u4e1a\u9009\u62e9\u6807\u51c6\uff1a\u662f\u5426\u4e0e\u8fd9\u4e00\u884c\u4e1a\u7684\u6838\u5fc3\u4ef7\u503c\u70b9\u4ea7\u751f\u5173\u8054\u3002<\/p>\n
2017\u5e74\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u56e2\u961f\u66fe\u5c1d\u8bd5\u667a\u6167\u673a\u573a\u65b9\u5411\u3002\u4e0d\u8fc7\uff0c\u771f\u6b63\u8fdb\u5165\u5230\u573a\u666f\u4e2d\uff0c\u4ed6\u4eec\u53d1\u73b0\u673a\u573a\u8f6f\u786c\u4ef6\u8bbe\u65bd\u7684\u8fed\u4ee3\u5468\u671f\u975e\u5e38\u957f\uff0c\u53ea\u80fd\u5728\u67d0\u4e9b\u70b9\u4e0a\u505a\u5fae\u5c0f\u7684\u9769\u65b0\uff0c\u800c\u6d89\u53ca\u5230\u673a\u573a\u7684\u6838\u5fc3\u73af\u8282\u4f8b\u5982\u884c\u674e\u7684\u667a\u80fd\u5316\u3001\u767b\u673a\u5eca\u6865\u667a\u80fd\u5316\u7b49\uff0c\u5f88\u96be\u5feb\u901f\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u9a8c\u8bc1\u548c\u843d\u5730\u3002<\/p>\n
2018\u5e74\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u8c03\u6574\u65b9\u5411\uff0c\u805a\u7126\u5230\u4e00\u4e9b\u4ed6\u4eec\u8ba4\u4e3a\u53ef\u4ee5\u4ea7\u751f\u5de8\u5927\u5546\u4e1a\u4ef7\u503c\u548c\u793e\u4f1a\u4ef7\u503c\u7684\u9886\u57df\uff1b2019\u5e74\u8fdb\u4e00\u6b65\u7ec6\u5316\u8def\u5f84\uff0c\u5f62\u6210\u4e86\u5f53\u524d\u770b\u5230\u7684\u683c\u5c40\u2014\u2014\u5728\u91d1\u878d\u3001\u5236\u9020\u3001\u80fd\u6e90\u7535\u529b\u3001\u8fd0\u8425\u5546\u548c\u5e7f\u7535\u4f20\u5a92\u7b49\u884c\u4e1a\u7684\u5168\u9762\u843d\u5730\u3002<\/p>\n
\u5236\u9020\u4e1a\u7684\u5173\u6ce8\u70b9\u5728\u4e8e\uff0c\u65b0\u6280\u672f\u7684\u6210\u672c\u4e0e\u6700\u7ec8\u4ea7\u51fa\u7684\u4ea7\u54c1\u8d28\u91cf\u63d0\u5347\uff0c\u4ee5\u53ca\u5e26\u6765\u7684\u7ecf\u8425\u6bdb\u5229\u6c34\u5e73\u53d8\u5316\u4e4b\u95f4\u6709\u4f55\u5173\u7cfb\u3002\u5236\u9020\u4e1a\u867d\u7136\u975e\u5e38\u5e9e\u5927\uff0c\u4f46\u6bdb\u5229\u6c34\u5e73\u5176\u5b9e\u5f88\u4f4e\uff0c\u751f\u4ea7\u8fed\u4ee3\u5468\u671f\u53c8\u975e\u5e38\u957f\uff0c\u56e0\u6b64\u5236\u9020\u4e1a\u975e\u5e38\u5173\u6ce8\u6700\u7ec8\u7684\u751f\u4ea7\u6307\u6807\u3002<\/p>\n
\u91d1\u878d\u884c\u4e1a\u5219\u9075\u5faa\u53e6\u4e00\u903b\u8f91\u2014\u2014\u5bf9\u6280\u672f\u8981\u6c42\u4e25\u82db\uff0c\u540c\u65f6\u5bf9\u5b89\u5168\u3001\u5408\u89c4\u8981\u6c42\u66f4\u9ad8\uff0c\u9700\u8981\u7528\u6700\u524d\u6cbf\u7684\u6280\u672f\u89e3\u51b3\u6700\u6709\u6311\u6218\u7684\u95ee\u9898\u3002\u91d1\u878d\u9886\u57df\u4e5f\u4e00\u76f4\u662f\u5404\u4e2a\u79d1\u6280\u5de8\u5934\u7ade\u76f8\u4e89\u593a\u7684\u9886\u57df\u3002\u8f83\u4e8e\u5176\u4ed6\u5de8\u5934\uff0c\u767e\u5ea6\u5728\u6b64\u9886\u57df\u4e00\u4e2a\u4f18\u52bf\u662f\u81ea\u8eab\u4e0d\u505a\u652f\u4ed8\uff0c\u800c\u4e14\u767e\u5ea6\u628a\u91d1\u878d\u724c\u7167\u76f8\u5173\u7684\u4e1a\u52a1\u90fd\u5df2\u5265\u79bb\u6389\uff0c\u4e5f\u56e0\u6b64\u4e0e\u5404\u5927\u94f6\u884c\u4e4b\u95f4\u6ca1\u6709\u5ba2\u6237\u7ade\u4e89\u5173\u7cfb\u3002<\/p>\n
\u4faf\u9707\u5b87\u8bf4\uff0c\u6574\u4e2a\u767e\u5ea6\u5185\u90e8\u4e5f\u5728\u9010\u6e10\u627e\u4e00\u79cdto B\u6587\u5316\uff1a\u201c\u5f88\u591a\u6280\u672f\u4eba\u5458\u4e5f\u8d8a\u6765\u8d8a\u8ba4\u8bc6\u5230\u8fd9\u4e00\u70b9\uff0c\u5e0c\u671b\u80fd\u8ba9\u81ea\u5df1\u7684\u6280\u672f\u53d8\u73b0\u51fa\u6765\uff0c\u5305\u62ec\u505aAI\u7b97\u6cd5\u7684\u4e5f\u5e0c\u671b\u6709\u66f4\u591a\u843d\u5730\u573a\u666f\uff0c\u4ed6\u4eec\u4e5f\u89c9\u5f97\u6bd4\u5982\u5f97\u4e86\u4e00\u4e2a2000\u4e07\u7684\u5927\u5355\u5b50\uff0c\u80af\u5b9a\u8981\u66f4\u5174\u594b\u3002\u201d<\/p>\n
To B\u7ec8\u5c40\u8fdc\u672a\u81f3
\n\u4ea7\u4e1a\u4e92\u8054\u7f51\u5927\u591a\u662f\u957f\u5468\u671f\u7684\u4e8b\u60c5\uff0c\u7ad9\u5728\u5f53\u4e0b\u65f6\u95f4\u70b9\u770b\uff0c\u4e91+AI\u5bf9\u4ea7\u4e1a\u7684\u5851\u9020\u4e5f\u624d\u521a\u521a\u5f00\u59cb\u3002<\/p>\n
\u8fd9\u6ce8\u5b9a\u662f\u4e2a\u7fa4\u96c4\u9010\u9e7f\u7684\u5e02\u573a\uff0c\u4e5f\u5e76\u4e0d\u662f\u6240\u6709\u7684\u4e92\u8054\u7f51\u516c\u53f8\u90fd\u9002\u5408\u505a\u4e91\u8ba1\u7b97\uff0c\u4f8b\u5982\uff0c\u7f8e\u56e2\u548c\u82cf\u5b81\u4e5f\u90fd\u5728\u4eca\u5e74\u4e0a\u534a\u5e74\u653e\u5f03\u4e86\u516c\u6709\u4e91\u4e1a\u52a1\u3002<\/p>\n
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