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Technologies\uff0c\u5e7e\u4e4e\u662f\u4eba\u5de5\u667a\u6167\u7684\u4ee3\u540d\u8a5e\uff0c\u6240\u4ee5\u5927\u6578\u64da\u8207\u6a5f\u5668\u5b78\u7fd2\u672c\u696d\u7684\u8c37\u6b4c\u65bc2014\u5e74\u5c07\u5b83\u8cb7\u4e0b\u3002 \u9019\u5bb6\u516c\u53f8\u4e0d\u53ea\u60f3\u628a\u4eba\u5de5\u667a\u6167\u61c9\u7528\u5728\u68cb\u5c40\u904a\u6232\u4e0a\uff0c\u9084\u628a\u696d\u52d9\u4f38\u5c55\u5230\u4eba\u985e\u91ab\u7642\u670d\u52d9\u65b9\u9762\uff0c\u53ea\u662f\u9019\u56de\u4f3c\u4e4e\u4f38\u904e\u982d\u4e86\u3002\u65d7\u4e0b\u7684DeepMind Health\u65bc2015\u5e74\u8207Royal Free London NHS Foundation Trust\u7c3d\u7f72\u8cc7\u8a0a\u5171\u4eab\u5354\u8b70\uff0c\u60f3\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u958b\u767c\u4e00\u7a2e\u6025\u6027\u814e\u640d\u50b7\u8b66\u793a\u61c9\u7528\u7a0b\u5f0f\u30022016\u5e744\u6708\uff0cNew Scientist\u62ab\u9732\u4e86DeepMind\u8207Royal Free\u6578\u64da\u5171\u4eab\u5354\u8b70\u7684\u526f\u672c\uff0c\u5167\u5bb9\u6d89\u53ca\u767e\u842c\u8a08\u60a3\u8005\u7684\u91ab\u7642\u6a5f\u5bc6\u8cc7\u6599\uff0c\u901a\u901a\u5728\u672a\u7d93\u60a3\u8005\u540c\u610f\u4e0b\uff0c\u88ab\u91ab\u9662\u5206\u4eab\u7d66DeepMind\u505a\u6578\u64da\u904b\u7b97\uff0c\u7d50\u679c\u4e3b\u7ba1\u6a5f\u95dc\u53bb\u5e74\u4e03\u6708\u88c1\u5b9a\u9662\u65b9\u6b64\u8209\u9055\u6cd5\u3002DeepMind\u7684\u5916\u90e8\u8a55\u9451\u5c0f\u7d44\u4e5f\u65bc\u516d\u6708\u4e2d\u767c\u8868\u4eca\u5e74\u5ea6\u7684\u5831\u544a\uff0c\u8a8d\u70ba\u4ed6\u5011\u6240\u63d0\u4f9b\u7684app\u53ef\u4ee5\u63a5\u89f8\u5230\u5927\u91cf\u6578\u64da\u8207\u4e32\u6d41\u57fa\u790e\u8a2d\u65bd\uff0c\u4f7fDeepMind Health\u8b8a\u5f97\u300c\u53ef\u65bd\u5c55\u904e\u5ea6\u7684\u7368\u88c1\u6b0a\u529b\u300d\u3002 \u00a0 \u9760\u8457\u5927\u6578\u64da\u8207\u6a5f\u5668\u5b78\u7fd2\uff0cDeepMind\u6210\u70ba\u4e16\u754c\u982d\u865f\u68cb\u58eb\uff0c\u4e5f\u9760\u8457\u9019\u5169\u73a9\u610f\uff0c\u4ed6\u5011\u6216\u8a31\u505a\u5230\u5e6b\u60a3\u8005\u8b66\u793a\uff0c\u4f46\u9019\u56de\u7528\u7684\u6578\u64da\u8d85\u8d8a\u9053\u5fb7\u5e95\u7dda\uff0c\u5c31\u7b97\u6a5f\u5668\u5f88\u795e\uff0c\u4e5f\u4e0d\u6703\u662f\u5e73\u51e1\u4eba\u985e\u60f3\u8981\u7684\u5999\u7b97\u3002\u4e0d\u904e\u8aaa\u6a5f\u5668\u5f88\u795e\uff0c\u8c37\u6b4c\u5e7e\u4e4e\u9664\u4e86\u641c\u5c0b\u5916\uff0c\u6700\u65e9\u6295\u5165\u9019\u5169\u9805\u6280\u8853\u7684\u7522\u54c1\u670d\u52d9\u4e4b\u4e00\u7684\u7ffb\u8b6f\uff0c\u65e5\u524d\u5df2\u7d93\u505a\u5230\u53ef\u4ee559\u7a2e\u8a9e\u8a00\u7684\u96e2\u7dda\u795e\u7d93\u6a5f\u5668\u7ffb\u8b6f(Neural Machine Translation)\uff0c\u5728\u7dda\u7684\u7ffb\u8b6f\u7cbe\u6e96\u5ea6\u66f4\u4e0d\u5728\u8a71\u4e0b\uff0c\u8001\u65e9\u5c31\u5f9e\u5927\u5bb6\u5632\u7b11\u7684\u300c\u795e\u7ffb\u8b6f\u300d\u9032\u5316\u5230\u300c\u4eba\u7ffb\u8b6f\u300d\u5883\u754c\uff0c\u53ea\u662f\u4eca\u5e746\u67084\u65e5\uff0c\u582a\u85a9\u65af\u5dde\u4e00\u806f\u90a6\u5730\u5340\u6cd5\u9662\u6279\u51c6\u4e86\u4e00\u58a8\u897f\u54e5\u8ca9\u6bd2\u5acc\u72af\u7684\u53d6\u6d88\u8b49\u64da\u52d5\u8b70\uff0c\u56e0\u70ba\u4e00\u5207\u7684\u6e90\u982d\u90fd\u4f86\u81ea\u8c37\u6b4c\u7684\u7ffb\u8b6f\u9084\u4e0d\u5920\u300c\u795e\u300d\u3002 \u00a0 \u53bb\u5e74\u4e5d\u6708\uff0c\u582a\u85a9\u65af\u516c\u8def\u5de1\u8b66\u5728\u6797\u80af\u7e23\u7684I-70\u6514\u4e0b\u4e00\u8f1b\u53ef\u7591\u7684\u73fe\u4ee3Elantra\uff0c\u8eca\u4e0a\u53ea\u6709\u62ff\u5408\u6cd5\u7f8e\u570b\u7c3d\u8b49\u7684\u58a8\u897f\u54e5\u4eba\u00a0Omar Cruz-Zamora\uff0c\u65bc\u662f\u5de1\u8b66Ryan Wolting\u5148\u4ee5\u7c21\u55ae\u82f1\u6587\u8207Cruz-Zamora\u6e9d\u901a\uff0c\u4f46\u767c\u73fe\u4ed6\u7684\u82f1\u6587\u6709\u9650\uff0c\u7576\u7136Wolting\u7684\u897f\u73ed\u7259\u6587\u66f4\u6709\u9650\uff0c\u65bc\u662f\u7528\u8eca\u4e0a\u7b46\u96fb\u7684\u8c37\u6b4c\u7ffb\u8b6f\u4f86\u8207\u4ed6\u6e9d\u901a\uff0c\u800c\u4ed6\u4e5f\u5728\u6cd5\u5ead\u505a\u8b49\u6642\u5f37\u8abf\uff0c\u96d6\u7136\u6709\u4eba\u7ffb\u8b6f\u6700\u597d\uff0c\u4f46\u8b66\u5c40\u4e26\u6c92\u6709\u4e0d\u51c6\u7528\u8c37\u6b4c\u7ffb\u8b6f\u4f86\u8207\u5acc\u72af\u6e9d\u901a\u7684\u898f\u5b9a\uff0c\u53ea\u662f\u9019\u500b\u6700\u57fa\u672c\u7684\u82f1\u897f\u5c0d\u7ffb\uff0c\u7adf\u7136\u7ffb\u5f97\u8b93\u6cd5\u5b98\u88c1\u5b9a\u8b66\u5bdf\u6240\u8490\u8b49\u64da\u7121\u6548\u3002 \u00a0 \u4f8b\u5982\u5728Cruz-Zamora\u8eca\u4e0a\u627e\u523014\u78c5\u53e4\u67ef\u9e7c\u8207\u5b89\u975e\u4ed6\u547d\u6bd2\u54c1\u6700\u95dc\u9375\u7684\u6e9d\u901a\u662f\uff0cWolting\u7528\u7b46\u96fb\u4ee5\u82f1\u6587\u554f\u201cCan I search the car?\u201d\u4f46\u8c37\u6b4c\u7ffb\u8b6f\u537b\u7ffb\u6210\u897f\u73ed\u7259\u6587\u7684\u201c\u00bfPuedo buscar el auto?\u201d\u628a\u9019\u53e5\u8a71\u653e\u56de\u8c37\u6b4c\u7ffb\u8b6f\u9084\u539f\u6210\u82f1\u6587\uff0c\u610f\u7fa9\u537b\u662f\u201cCan I find the car?\u201d\u9019\u96d6\u7136\u6210\u53e5\uff0c\u4f46\u5728\u7576\u6642\u7576\u666f\uff0c\u4e00\u9ede\u4e5f\u4e0d\u5408\u908f\u8f2f\u3002Wolting\u505a\u8b49\u8aaa\uff0c\u9084\u7528\u4e86\u5169\u624b\u6307\u6307\u5411\u81ea\u5df1\u7684\u773c\u775b\uff0c\u7136\u5f8c\u518d\u6307\u5411Cruz-Zamora\u7684\u8eca\uff0c\u7576\u4f5c\u80a2\u9ad4\u8a9e\u8a00\u8f14\u52a9\uff0c\u8aaa\u4ed6\u56de\u7b54\uff1a\u300c\u597d\uff0c\u597d\uff0c\u53bb\u3002\u300d\u3002\u4e0d\u904eCruz-Zamora\u505a\u8b49\u7a31\uff0c\u4ed6\u6839\u672c\u4e0d\u77e5\u9053Wolting\u5728\u554f\u4ec0\u9ebc\uff0c\u66f4\u5225\u63d0\u4f9d\u61b2\u6cd5\u7b2c\u56db\u4fee\u6b63\u6848\uff0c\u4ed6\u4e5f\u6709\u6b0a\u62d2\u7d55\u8b66\u5bdf\u7684\u641c\u67e5\u3002 \u00a0 \u9664\u4e86\u641c\u67e5\u7455\u75b5\u5916\uff0c\u6cd5\u5ead\u5224\u6c7a\u66f8\u53e6\u500b\u91cd\u9ede\u5c31\u662f\u9ede\u540d\u8c37\u6b4c\u7ffb\u8b6f\uff0c\u96d6\u7136\u641c\u67e5\u7455\u75b5\u5c31\u4f86\u81ea\u65bc\u8c37\u6b4c\u7ffb\u8b6f\u3002\u6cd5\u5ead\u627e\u4e86\u5169\u540d\u7ffb\u8b6f\u5c08\u5bb6\u4f86\u505a\u8b49\u8c37\u6b4c\u7ffb\u8b6f\u7684\u53ef\u9760\u6027\uff0c\u5169\u4eba\u90fd\u8aaa\u5b83\u6216\u53ef\u7576\u500b\u5de5\u5177\u4f7f\u7528\uff0c\u4f46\u6e96\u78ba\u5ea6\u7d55\u4e0d\u53ef\u4f9d\u8cf4\uff0c\u504f\u504f\u57f7\u6cd5\u662f\u8981\u4f9d\u8cf4\u6e96\u78ba\u7684\u8a9e\u8a00\u3002\u8ca0\u8cac\u91cd\u5be9\u8b66\u8eca\u9304\u4e0b\u7684\u97f3\u8996\u983b\u7ffb\u8b6f\u5c08\u5bb6Sara Gardner\uff0c\u5c31\u660e\u78ba\u8aaa\u9019\u5169\u4eba\u5728\u96de\u540c\u9d28\u8b1b\uff0c\u4e26\u6307\u51fa\u8c37\u6b4c\u7ffb\u8b6f\u662f\u7528\u7528\u6236\u56de\u994b\u4f86\u6539\u5584\u7ffb\u8b6f\u6e96\u78ba\u5ea6\uff0c\u6240\u4ee5\u6839\u672c\u7121\u6cd5\u77e5\u9053\u7ffb\u8b6f\u5f97\u6b63\u4e0d\u6b63\u78ba\uff0c\u56e0\u6b64\u5224\u6c7a\u66f8\u5beb\u9053\uff1a\u300c\u8c37\u6b4c\u7ffb\u8b6f\u6709\u6642\u63d0\u4f9b\u7684\u662f\uff0c\u6587\u5b57\u6027\u537b\u4e86\u7121\u610f\u7fa9\u7684\u7ffb\u8b6f\u3002\u300d\u9032\u800c\u4e0d\u80fd\u8a8d\u5b9aCruz-Zamora\u660e\u77ad\u540c\u610f(knowing consent)\u8b66\u5b98Wolting\u7684\u641c\u67e5\u3002 \u00a0 \u201cSearch\u201d\u88ab\u7ffb\u6210\u897f\u73ed\u7259\u6587\u610f\u7fa9\u7684\u201cfind\u201d\uff0c\u505a\u8b49\u7684\u7ffb\u8b6f\u5c08\u5bb6\u8aaa\u5b57\u9762\u4e0a\u53ef\u4ee5\u76f8\u901a\uff0c\u4f46\u6cd5\u5f8b\u610f\u7fa9\u53ef\u5c31\u5927\u4e0d\u540c\uff0c\u8c37\u6b4c\u7576\u7136\u6c92\u5c31\u6b64\u8b93\u4eba\u7b11\u6389\u5927\u7259\u517c\u634f\u628a\u51b7\u6c57\u7684\u7ffb\u8b6f\u505a\u56de\u61c9\uff0c\u4f46\u4e5f\u61c9\u53ef\u505a\u70ba\u8d8a\u4f86\u8d8a\u60f3\u4ee5\u6a5f\u5668\u7ffb\u8b6f\uff0c\u5728\u6cd5\u5f8b\u8a34\u8a1f\u4e2d\u53d6\u4ee3\u4eba\u5de5\u7ffb\u8b6f\u7684\u300c\u5148\u9032\u300d\u4eba\u58eb\u7576\u501f\u93e1\uff0c\u4f8b\u59826\u67087\u65e5\u82f1\u570b\u7684\u82f1\u683c\u862d\u548c\u5a01\u723e\u65af\u6700\u9ad8\u6cd5\u5b98Ian Burnett\u8aaa\uff1a\u300c\u6211\u6beb\u4e0d\u61f7\u7591\u5728\u672a\u4f86\u5e7e\u5e74\u5167\uff0c\u5c31\u53ef\u770b\u5230\u9ad8\u54c1\u8cea\u7684\u540c\u6b65\u53e3\u8b6f\uff0c\u6211\u5011\u5c07\u770b\u5230\u53e3\u8b6f\u54e1\u6642\u4ee3\u7684\u7d50\u675f\u3002\u300d\u582a\u85a9\u65af\u5dde\u5224\u4f8b\u537b\u544a\u8a34\u9019\u4e9b\u5148\u9032\u5011\uff0c\u4eba\u5de5\u667a\u6167\u56fa\u7136\u5f88\u795e\uff0c\u4f46\u8981\u53d6\u4ee3\u4eba\u9084\u65e9\u5462\uff0c\u81f3\u5c11\u5728\u9700\u8981\u56b4\u8b39\u6e96\u78ba\u7684\u6cd5\u5f8b\u8a9e\u6587\u4e0a\u3002\u8a9e\u8a00\u670d\u52d9\u4f9b\u61c9\u5546The Big Word\u9996\u5e2d\u57f7\u884c\u9577Larry Gould\u56de\u61c9Barnett\u5c0d\u6cd5\u5ead\u53e3\u8b6f\u54e1\u672a\u4f86\u7684\u9810\u6e2c\uff0c\u8aaa\uff1a\u300c\u6211\u5011\u7684\u7d93\u9a57\u544a\u8a34\u6211\u5011\uff0c\u4eba\u5de5\u667a\u6167\u5728\u50b3\u905e\u8a9e\u8a00\u7684\u5fae\u8a00\u5927\u7fa9\u65b9\u9762\u9084\u6709\u5f88\u9577\u7684\u8def\u8981\u8d70\uff0c\u4f46\u9019\u65b9\u9762\u537b\u56e0\u6a5f\u5668\u7ffb\u8b6f\u7684\u95dc\u4fc2\u800c\u5feb\u901f\u6d88\u5931\uff0c\u82e5\u6d88\u5931\u5f97\u592a\u5feb\uff0c\u5c07\u6703\u5c0d\u6b63\u7fa9\u8207\u57f7\u6cd5\u7522\u751f\u91cd\u5927\u885d\u64ca\u3002\u300d \u00a0 \u8a18\u8005 Pegasus J. 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