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Jeff Fettes\u5bf9\u8bb8\u591a\u4f01\u4e1a\u6bcf\u9694\u51e0\u4e2a\u6708\u5c31\u91cd\u5efa\u90e8\u5206\u667a\u80fd\u4f53\u6280\u672f\u6808\u5e76\u4e0d\u611f\u5230\u60ca\u8bb6\uff0c\u4ed6\u770b\u5230\u4e86\u7c7b\u4f3c\u7684\u73b0\u8c61\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u5c31AI\u800c\u8a00\uff0c\u66f4\u6210\u529f\u7684\u4f01\u4e1a\u4e0e\u4e0d\u592a\u6210\u529f\u7684\u4f01\u4e1a\u4e4b\u95f4\u7684\u533a\u522b\u5728\u4e8e\u5b83\u4eec\u7684\u8fed\u4ee3\u80fd\u529b\u3002\u4f60\u770b\u5230\u7684\u60c5\u51b5\u662f\uff0c\u4f01\u4e1a\u6ca1\u6709\u653e\u5f03\u65e7\u7684\u505a\u4e8b\u65b9\u5f0f\uff0c\u5b83\u4eec\u771f\u7684\u5f88\u96be\u8ddf\u4e0aAI\u672c\u8eab\u4f5c\u4e3a\u4e00\u9879\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u901f\u5ea6\u3002\u201d<\/p>\n<p>\u4ed6\u8868\u793a\uff0c\u5bf9\u4e8e\u5927\u591a\u6570\u5176\u4ed6\u4e3b\u8981\u7684IT\u5e73\u53f0\uff0cCIO\u4eec\u4f1a\u7ecf\u5386\u4e00\u4e2a\u6f2b\u957f\u7684\u8bc4\u4f30\u548c\u90e8\u7f72\u8fc7\u7a0b\uff0c\u4f46AI\u7684\u8fdb\u6b65\u901f\u5ea6\u5df2\u7ecf\u6253\u4e71\u4e86\u8fd9\u4e00\u65f6\u95f4\u8868\u3002<\/p>\n<p>Fettes\u8bf4\uff1a\u201cIT\u90e8\u95e8\u8fc7\u53bb\u4f1a\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u89c4\u5212\uff0c\u7136\u540e\u6539\u9020\u4ed6\u4eec\u7684\u6280\u672f\u6808\uff0c\u800c\u4e14\u8fd9\u80fd\u5728\u4e00\u6bb5\u65f6\u95f4\u5185\u4fdd\u6301\u826f\u597d\u72b6\u6001\uff0c\u800c\u73b0\u5728\uff0c\u4ed6\u4eec\u53d1\u73b0\uff0c\u5728\u89c4\u5212\u8fc7\u7a0b\u8fdb\u884c\u5230\u4e00\u534a\u2014\u2014\u6216\u8005\u4e00\u5c0f\u534a\u2014\u2014\u7684\u65f6\u5019\uff0c\u6280\u672f\u5df2\u7ecf\u53d1\u5c55\u5230\u4e86\u4ed6\u4eec\u4e0d\u5f97\u4e0d\u91cd\u65b0\u5f00\u59cb\u7684\u5730\u6b65\u3002\u201d<\/p>\n<p>Fettes\u770b\u5230\u4ed6\u7684\u8bb8\u591a\u5ba2\u6237\u968f\u7740\u6280\u672f\u7684\u53d1\u5c55\u800c\u653e\u5f03AI\u8bd5\u70b9\u9879\u76ee\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u8fd9\u9020\u6210\u4e86\u4e00\u79cd\u5c40\u9762\uff0c\u8bb8\u591a\u516c\u53f8\u4e0d\u5f97\u4e0d\u653e\u5f03\u73b0\u6709\u7684\u7528\u4f8b\uff0c\u6211\u4eec\u77e5\u9053\uff0c\u6211\u4eec\u7684\u6280\u672f\u5728\u5f88\u77ed\u7684\u65f6\u95f4\u5185\u5c31\u4f1a\u8fc7\u65f6\u3002\u201d<\/p>\n<p>Fettes\u8868\u793a\uff0c\u9664\u4e86\u6280\u672f\u53d1\u5c55\u8fc5\u901f\u4e4b\u5916\uff0cAI\u5e02\u573a\u63d0\u4f9b\u4e86\u5982\u6b64\u591a\u7684\u9009\u62e9\uff0c\u4ee5\u81f3\u4e8eCIO\u4eec\u5f88\u96be\u8ddf\u4e0a\u3002<\/p>\n<p>\u4ed6\u8865\u5145\u8bf4\uff1a\u201c\u5df2\u7ecf\u6709\u6570\u767e\u5bb6\u65b0\u516c\u53f8\u6d8c\u5165\u8fd9\u4e2a\u9886\u57df\uff0c\u6709\u5f88\u591a\u4e1c\u897f\u4e0d\u8d77\u4f5c\u7528\uff0c\u6709\u65f6\u5019\u5f88\u96be\u5f04\u6e05\u695a\u3002\u201d<\/p>\n<h4>\u539f\u5730\u4e0d\u52a8\u7684\u98ce\u9669<\/h4>\n<p>\u5e94\u7528\u5f00\u53d1\u516c\u53f8Tapforce\u7684\u8054\u5408\u521b\u59cb\u4eba\u517cCTO Artur Balabanskyy\u8868\u793a\uff0c\u7531\u4e8e\u4e0d\u65ad\u6f14\u53d8\uff0cTapforce\u4e5f\u770b\u5230\u4f01\u4e1a\u6bcf\u9694\u51e0\u4e2a\u6708\u5c31\u91cd\u5efa\u5176AI\u6280\u672f\u6808\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u73b0\u5728\u6709\u6548\u7684\u65b9\u6848\uff0c\u4ee5\u540e\u53ef\u80fd\u4f1a\u53d8\u5f97\u4e0d\u591f\u7406\u60f3\u3002\u5982\u679c\u4f01\u4e1a\u4e0d\u79ef\u6781\u66f4\u65b0\u548c\u5237\u65b0\u5176\u6280\u672f\u6808\uff0c\u5c31\u6709\u53ef\u80fd\u5728\u6027\u80fd\u3001\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u65b9\u9762\u843d\u540e\u3002\u201d<\/p>\n<p>\u7136\u800c\uff0cBalabanskyy\u8865\u5145\u8bf4\uff0c\u6301\u7eed\u91cd\u5efa\u4e0d\u4e00\u5b9a\u4f1a\u9020\u6210\u6df7\u4e71\u3002\u4ed6\u5efa\u8baeCIO\u5bf9\u5176\u667a\u80fd\u4f53\u6280\u672f\u6808\u91c7\u53d6\u5206\u5c42\u65b9\u6cd5\uff0c\u5305\u62ec\u5f3a\u5927\u7684\u7248\u672c\u63a7\u5236\u3001\u6301\u7eed\u76d1\u63a7\u548c\u6a21\u5757\u5316\u90e8\u7f72\u65b9\u6cd5\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u6a21\u5757\u5316\u67b6\u6784\u4f7f\u9886\u5bfc\u8005\u80fd\u591f\u5728\u5fc5\u8981\u65f6\u7834\u574f\u6574\u4e2a\u6280\u672f\u6808\u7684\u7a33\u5b9a\u6027\u4ee5\u53ca\u66f4\u6362\u7ec4\u4ef6\uff0c\u9632\u62a4\u63aa\u65bd\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u53ef\u89c2\u6d4b\u6027\u5bf9\u4e8e\u786e\u4fdd\u751f\u4ea7\u7cfb\u7edf\u5728\u6280\u672f\u6f14\u8fdb\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u53ef\u9760\u81f3\u5173\u91cd\u8981\u3002\u201d<\/p>\n<p>Cleanlab\u7684Northcutt\u5efa\u8bae\uff0cIT\u9886\u5bfc\u8005\u5728\u90e8\u7f72\u524d\u5e94\u7ecf\u8fc7\u4e00\u4e2a\u4e25\u683c\u7684\u8fc7\u7a0b\uff0c\u5305\u62ec\u8be6\u7ec6\u63cf\u8ff0\u667a\u80fd\u4f53\u7684\u9884\u671f\u529f\u80fd\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u4eba\u4eec\u4f1a\u8bf4\uff0c\u2018\u8ba9AI\u6765\u505a\u5ba2\u6237\u652f\u6301\u5427\u2019\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u9ad8\u7ea7\u7684\u60f3\u6cd5\u3002\u9996\u8981\u7684\u6b65\u9aa4\u662f\uff0c\u2018\u8ba9\u6211\u4eec\u975e\u5e38\u7cbe\u786e\u5730\u5b9a\u4e49AI\u7684\u8d77\u70b9\uff0c\u6211\u4eec\u671f\u671b\u7684\u826f\u597d\u6027\u80fd\u662f\u4ec0\u4e48\u6837\u7684?\u6211\u4eec\u671f\u671b\u5b83\u5b8c\u6210\u4ec0\u4e48?\u5b83\u5b9e\u9645\u4e0a\u5c06\u4f7f\u7528\u4ec0\u4e48\u5de5\u5177?\u2019\u201d<\/p>\n<p>Northcutt\u8868\u793a\uff0c\u8c03\u67e5\u7ed3\u679c\u8868\u660e\uff0c\u667a\u80fd\u4f53\u7684\u5e7f\u6cdb\u90e8\u7f72\u53ef\u80fd\u4ecd\u9700\u6570\u5e74\u65f6\u95f4\u3002\u4ed6\u9884\u6d4b\uff0c2027\u5e74\uff0c\u5df2\u6295\u5165\u751f\u4ea7\u7684\u667a\u80fd\u4f53\u4f01\u4e1a\u5360\u6bd4\u5c06\u4ece\u4f30\u8ba1\u76841%\u4e0a\u5347\u52303%\u62164%\uff0c\u52302030\u5e74\uff0c\u771f\u6b63\u6295\u5165\u751f\u4ea7\u7684\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\u5c06\u8fbe\u523030%\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\u667a\u80fd\u4f53\u5c06\u5e26\u6765\u91cd\u5927\u76ca\u5904\uff0c\u4f46\u5728\u6b64\u671f\u95f4\uff0c\u4ed6\u6566\u4fc3\u5021\u5bfc\u8005\u51cf\u5c11\u5938\u5f20\u8a00\u8f9e\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201c\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u5229\u7528AI\u66f4\u597d\u5730\u5b8c\u6210\u5de5\u4f5c\uff0c\u4f46\u4f01\u4e1a\u7ea7AI\u81ea\u52a8\u5316\u4e00\u5207\u3001\u6bcf\u4e2a\u4ea7\u54c1\u90fd\u6709\u667a\u80fd\u4f53\u7684\u6574\u4e2a\u60f3\u6cd5\uff0c\u5b83\u6b63\u5728\u5230\u6765\u3002\u5982\u679c\u6211\u4eec\u80fd\u4fdd\u6301\u51b7\u9759\uff0c\u8bbe\u5b9a\u5408\u7406\u7684\u671f\u671b\uff0c\u90a3\u4e48\u6240\u6709\u8fd9\u4e9b\u6295\u5165\u7684\u8d44\u91d1\u624d\u53ef\u80fd\u771f\u6b63\u53d1\u6325\u4f5c\u7528\u3002\u201d<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div 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