{"id":59758,"date":"2020-10-09T11:40:59","date_gmt":"2020-10-09T16:40:59","guid":{"rendered":"http:\/\/blog.jackjia.com\/?p=59758"},"modified":"2020-10-09T11:54:51","modified_gmt":"2020-10-09T16:54:51","slug":"20201009%e5%8a%a0%e6%8b%bf%e5%a4%a7%e5%b4%9b%e8%b5%b7%ef%bc%9a%e6%8a%a2%e6%9d%a5%e7%9a%84ai-%e5%a4%a9%e5%9b%a2%e4%b8%8e%e4%b8%89%e5%a4%a7%e5%9f%ba%e5%9c%b0","status":"publish","type":"post","link":"https:\/\/blog.jackjia.com\/?p=59758","title":{"rendered":"20201009\/\u52a0\u62ff\u5927\u5d1b\u8d77\uff1a\u201c\u62a2\u6765\u7684\u201dAI \u5929\u56e2\u4e0e\u4e09\u5927\u57fa\u5730"},"content":{"rendered":"<p>\u539f\u521b \u7845\u661f\u4eba 2020-10-08 09:51:38<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10.jpg\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10-1024x538.jpg\" alt=\"\" width=\"734\" height=\"386\" class=\"aligncenter size-large wp-image-59768\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10-1024x538.jpg 1024w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10-300x158.jpg 300w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10-768x403.jpg 768w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_10.jpg 1080w\" sizes=\"(max-width: 734px) 100vw, 734px\" \/><\/a><\/p>\n<p>\u8010\u5f97\u4f4f\u5bc2\u5bde\uff0c\u624d\u5b88\u5f97\u4f4f\u7e41\u534e<\/p>\n<p>\u2014\u2014<\/p>\n<p>\u6587\uff5cRuyi \u7f16\u8f91\uff5cVicky Xiao<\/p>\n<p>#\u7cfb\u5217\u4ecb\u7ecd#<\/p>\n<p>\u52a8\u8361\u76842020\u5e74\uff0c\u5f88\u591a\u4eba\u548c\u516c\u53f8\u90fd\u5728\u5bfb\u627e\u65b0\u7684\u56fd\u9645\u4ea4\u6d41\u5e73\u53f0\uff0c\u5e76\u628a\u76ee\u5149\u6295\u5411\u4e86\u7f8e\u56fd\u7684\u90bb\u5c45\u2014\u2014\u52a0\u62ff\u5927\u3002\u52a0\u62ff\u5927\u79d1\u6280\u4ea7\u4e1a\u600e\u4e48\u6837\uff1f\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u591aAI\u5927\u795e\u90fd\u5728\u52a0\u62ff\u5927\uff1f\u8fd9\u4e5f\u662f\u7845\u661f\u4eba\u7ecf\u5e38\u88ab\u95ee\u5230\u7684\u95ee\u9898\u3002<\/p>\n<p>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63a2\u5bfb\u52a0\u62ff\u5927\u79d1\u6280\u4ea7\u4e1a\u53d1\u5c55\u73b0\u72b6\uff0c\u7845\u661f\u4eba\u91cd\u78c5\u5f00\u542f\u300a\u52a0\u62ff\u5927\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u53d1\u5c55\u6d1e\u6089\u300b\u7cfb\u5217\uff0c\u5c06\u591a\u89d2\u5ea6\u5168\u65b9\u4f4d\u5256\u6790\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u53d1\u5c55\u73b0\u72b6\uff0c\u6316\u6398\u66f4\u591a\u5173\u4e8e\u52a0\u62ff\u5927\u79d1\u6280\u6295\u8d44\u73af\u5883\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u8fd9\u662f\u6211\u4eec\u7684\u7b2c2\u7bc7\u6587\u7ae0\uff0c\u8bf7\u6301\u7eed\u5173\u6ce8\uff01<\/p>\n<p>\u7531\u4e8e\u7f8e\u52a0\u4e24\u56fd\u6709\u7740\u5bc6\u5207\u7684\u5730\u7f18\u4e0e\u7ecf\u6d4e\u8054\u7cfb\u3001\u76f8\u4f3c\u7684\u6587\u5316\u4e0e\u751f\u6d3b\u80cc\u666f\uff0c\u5f88\u591a\u4eba\u8ba4\u4e3a\u7f8e\u56fd\u548c\u52a0\u62ff\u5927\u662f\u5317\u7f8e\u7684\u4e00\u5bf9\u201c\u5b6a\u751f\u5144\u5f1f\u201d\uff0c\u597d\u5230\u7a7f\u4e00\u6761\u88e4\u5b50\u3002\u4f46\u5b9e\u9645\u4e0a\uff0c\u7f8e\u52a0\u4e4b\u95f4\u9664\u4e86\u4e92\u60e0\u5408\u4f5c\u5916\uff0c\u5f88\u591a\u65f6\u5019\u4e5f\u5b58\u5728\u6fc0\u70c8\u7684\u7ade\u4e89\u5173\u7cfb\uff0c\u201c\u4e92\u6495\u201c\u8d77\u6765\u6beb\u4e0d\u542b\u7cca\uff0c\u6bd4\u5982\u524d\u6bb5\u65f6\u95f4\u4e92\u76f8\u52a0\u7801\u94dd\u4ea7\u54c1\u5173\u7a0e\uff0c\u52a0\u62ff\u5927\u4e0d\u987e\u7f8e\u56fd\u53cd\u5bf9\u4ece\u75ab\u60c5\u5f00\u59cb\u81f3\u4eca\u575a\u51b3\u4e0d\u5f00\u653e\u7f8e\u52a0\u8fb9\u5883\u7b49\u7b49\u3002<\/p>\n<p>\u800c\u5728\u79d1\u6280\u9886\u57df\uff0c\u4e24\u56fd\u95f4\u4eba\u624d\u3001\u8d44\u6e90\u7684\u53cc\u5411\u6d41\u52a8\u66f4\u662f\u5341\u5206\u9891\u7e41\u3002\u4e00\u65b9\u9762\uff0c\u7531\u4e8e\u7f8e\u56fd\u62e5\u6709\u5de8\u5927\u7684\u5e02\u573a\u3001\u8d44\u91d1\u548c\u79d1\u7814\u529b\u91cf\uff0c\u5bf9\u52a0\u62ff\u5927\u9020\u6210\u4e86\u4e25\u91cd\u7684\u201c\u8679\u5438\u6548\u5e94\u201d\uff0c\u5f88\u591a\u4eba\u5e76\u4e0d\u77e5\u9053\uff0c\u5c31\u8fde\u201c\u94a2\u94c1\u4fa0\u201c\u9a6c\u65af\u514b\u4e5f\u662f\u4ece\u52a0\u62ff\u5927\u6d41\u5411\u7845\u8c37\u7684\u9876\u5c16\u4eba\u624d\u4e4b\u4e00\uff01<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u7531\u4e8e\u52a0\u62ff\u5927\u66f4\u7a33\u5b9a\u7684\u793e\u4f1a\u653f\u7b56\u4ee5\u53ca\u66f4\u5355\u7eaf\u7684\u79d1\u7814\u73af\u5883\uff0c\u4e5f\u5438\u5f15\u4e86\u5f88\u591a\u53cd\u6218\u3001\u53cd\u8d44\u672c\u64cd\u7eb5\u7684\u4eba\u624d\u6d41\u5165\uff0c\u6bd4\u5982\u201c\u795e\u7ecf\u7f51\u7edc\u4e4b\u7236\u201dGeoffrey Hinton\u5f53\u65f6\u5c31\u662f\u51fa\u4e8e\u5bf9\u91cc\u6839\u653f\u5e9c\u5916\u4ea4\u653f\u7b56\u7684\u538c\u6076\u4ee5\u53ca\u5bf9\u519b\u65b9\u6295\u8d44\u79d1\u7814\u7684\u8b66\u60d5\uff0c\u624d\u4ece\u5361\u5185\u57fa\u6885\u9686\u5317\u8fc1\u81f3\u591a\u4f26\u591a\u5927\u5b66\u4efb\u6559\u3002<\/p>\n<p>\u4f46\u4eba\u624d\u4e4b\u5916\uff0c\u201c\u9886\u571f\u5927\u56fd\u3001\u4eba\u53e3\u5c0f\u56fd\u201d\u7684\u56fd\u60c5\u5374\u8ba9\u52a0\u62ff\u5927\u66fe\u5728\u8d44\u672c\u548c\u5e02\u573a\u5c42\u9762\u5728\u7ade\u4e89\u4e2d\u5904\u4e8e\u52a3\u52bf\u3002\u4eba\u5de5\u667a\u80fd\u4f5c\u4e3a\u8d44\u672c\u5bc6\u96c6\u578b\u4ea7\u4e1a\uff0c\u4ece\u7814\u7a76\u5230\u5e94\u7528\u9700\u8981\u5e7f\u9614\u7684\u5e02\u573a\u505a\u652f\u6491\uff0c2019\u5e74\uff0c\u52a0\u62ff\u5927\u5168\u56fd\u4eba\u53e3\u4ec5\u4e3a3759\u4e07\u4eba\uff0c\u8fd8\u4e0d\u53ca\u5317\u4eac\u4e0e\u4e0a\u6d77\u7684\u603b\u548c\uff0c\u5c0f\u5e02\u573a\u4e5f\u5bfc\u81f4\u4e86\u53d1\u5c55AI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u4e0d\u8db3\u3002\u8fd9\u4e5f\u6ce8\u5b9a\u4e86\u52a0\u62ff\u5927\u5728AI\u53d1\u5c55\u4e0a\u9700\u8981\u53e6\u8f9f\u8e4a\u5f84\uff0c\u8d70\u4e13\u6ce8\u4e8e\u4ea7\u5b66\u7814\u7684\u201c\u5c0f\u7cbe\u5c16\u201d\u7684\u8def\u7ebf\u3002\u800c\u901a\u8fc7\u591a\u5e74\u8015\u8018\uff0c\u8fd1\u5e74\u4e5f\u9010\u6e10\u5f62\u6210\u4e86\u201c\u5b66\u7814\u52a0\u62ff\u5927\uff0c\u521b\u6295\u5728\u4e2d\u7f8e\u201c\u7684\u53d1\u5c55\u683c\u5c40\u3002<\/p>\n<p>\u90a3\u4e48\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u7684\u5b66\u672f\u57fa\u5e95\u4ece\u4f55\u800c\u6765\uff0c\u6709\u54ea\u4e9b\u6709\u5177\u6709\u4ee3\u8868\u6027\u7684\u9ad8\u6821\u3001\u5b9e\u9a8c\u5ba4\uff0c\u76ee\u524d\u53c8\u5728\u54ea\u4e9b\u6280\u672f\u9886\u57df\u8d70\u5728\u4e16\u754c\u524d\u5217\u5462\uff1f\u4e0b\u9762\uff0c\u8ba9\u7845\u661f\u4eba\u5e26\u4f60\u4e00\u63a2\u7a76\u7adf\uff01<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_11.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_11.png\" alt=\"\" width=\"409\" height=\"277\" class=\"aligncenter size-full wp-image-59761\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_11.png 409w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_11-300x203.png 300w\" sizes=\"(max-width: 409px) 100vw, 409px\" \/><\/a><br \/>\n\u56fe 2019\u5e74\u4e16\u754c\u5404\u56fdAI\u6307\u6570\u6392\u540d\uff0c\u7814\u7a76\u6765\u81eaTortoise Intelligence<\/p>\n<p><strong>| Geoffrey Hinton\u9886\u5934AI\u7814\u7a76\u5929\u56e2<\/strong><\/p>\n<p>\u8981\u8c08\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u53d1\u5c55\uff0c\u5fc5\u7136\u79bb\u4e0d\u5f00\u8c08Geoffrey Hinton\uff0c\u751a\u81f3\u6709\u4eba\u8bf4\uff0cHinton\u51ed\u4e00\u5df1\u4e4b\u529b\u5c06\u52a0\u62ff\u5927\u62c9\u5165\u4e86AI\u8d85\u7ea7\u5927\u56fd\u7684\u7248\u56fe\u3002<\/p>\n<p>\u90a3\u4e48\uff0cGeoffrey Hinton\u662f\u8c01\uff1f\u4ed6\u88ab\u8a89\u4e3a\u201c\u4eba\u5de5\u667a\u80fd\u6559\u7236\u201d\uff0c\u4ed6\u6240\u63d0\u51fa\u7684\u53cd\u5411\u4f20\u64ad\u7406\u8bba\uff0c\u88ab\u8ba4\u4e3a\u662f\u6df1\u5ea6\u5b66\u4e60\u53d1\u5c55\u7684\u8f6c\u6298\u70b9\uff0c\u4e3a\u8fd1\u5e74\u6765\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u73b0\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u6240\u7528\u5230\u7684\u8bed\u97f3\u8bc6\u522b\u3001\u4eba\u8138\u8bc6\u522b\u3001\u56fe\u7247\u68c0\u7d22\u3001\u673a\u5668\u7ffb\u8bd1\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u6280\u672f\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u90fd\u662f\u57fa\u4e8eHinton\u7684\u7814\u7a76\u6240\u53d1\u5c55\u8d77\u6765\u7684\u3002<\/p>\n<p>Hinton\u4e8e1947\u5e74\u51fa\u751f\u4e8e\u6218\u540e\u7684\u82f1\u56fd\uff0c\u9752\u5e74\u65f6\u66fe\u5728\u514b\u5229\u592b\u987f\u5927\u5b66\u3001\u5251\u6865\u5927\u5b66\u5b66\u4e60\u8fc7\u7269\u7406\u3001\u5316\u5b66\u3001\u5efa\u7b51\u3001\u54f2\u5b66\u7b49\u591a\u4e2a\u5b66\u79d1\uff0c\u4f46\u6700\u7ec8\u53d1\u73b0\u6700\u5927\u7684\u5174\u8da3\u8fd8\u662f\u5728\u795e\u7ecf\u7f51\u7edc\u9886\u57df\u30021973\u5e74Hinton\u5230\u82f1\u56fd\u7231\u4e01\u5821\u5927\u5b66\u653b\u8bfb\u4eba\u5de5\u667a\u80fd\u535a\u58eb\u5b66\u4f4d\uff0c\u4e4b\u540e\u53c8\u5230\u7f8e\u56fd\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u7ee7\u7eed\u5f00\u5c55\u7814\u7a76\u3002<\/p>\n<p>\u5728\u5f53\u65f6\uff0c\u5b66\u672f\u754c\u5bf9\u795e\u7ecf\u7f51\u7edc\u7406\u8bba\u5145\u6ee1\u8d28\u7591\uff0c\u4e3a\u4e86\u627e\u5230\u4e00\u4e2a\u652f\u6301\u4ed6\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u7684\u6816\u8eab\u4e4b\u5904\uff0cHinton\u66fe\u5728\u7f8e\u56fd\u8f97\u8f6c\u591a\u5730\uff0c\u7136\u800cHinton\u53d1\u73b0\uff0c\u5f53\u65f6\u7f8e\u56fd\u7684\u5927\u90e8\u5206\u5b66\u672f\u7814\u7a76\u90fd\u53d7\u5230\u56fd\u9632\u90e8\u652f\u6301\uff0c\u5f88\u591a\u6210\u679c\u90fd\u88ab\u5c06\u7528\u4e8e\u519b\u4e8b\u9886\u57df\uff0c\u8fd9\u5bf9\u4e8e\u8ffd\u9010\u5355\u7eaf\u7814\u7a76\u73af\u5883\u7684Hinton\u662f\u96be\u4ee5\u63a5\u53d7\u7684\u3002\u800c\u5c31\u5728\u6b64\u65f6\uff0c\u66f4\u548c\u5e73\u7a33\u5b9a\u7684\u52a0\u62ff\u5927\u5411\u4ed6\u629b\u6765\u4e86\u6a44\u6984\u679d\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_12.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_12.png\" alt=\"\" width=\"406\" height=\"271\" class=\"aligncenter size-large wp-image-59762\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_12.png 406w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_12-300x200.png 300w\" sizes=\"(max-width: 406px) 100vw, 406px\" \/><\/a><\/p>\n<p>1987\u5e74\uff0cGeoffrey Hinton \u5411\u5317\u8fc1\u5c45\u81f3\u52a0\u62ff\u5927\u591a\u4f26\u591a\u5927\u5b66\u4efb\u6559\uff0c\u5e76\u52a0\u5165\u52a0\u62ff\u5927\u9ad8\u7b49\u7814\u7a76\u9662\uff08CIFAR\uff09\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u9879\u76ee\u4e4b\u4e2d\u3002\u7136\u800c\uff0c\u53d7\u5236\u4e8e\u5f53\u65f6\u6570\u636e\u96c6\u89c4\u6a21\u9650\u5236\u4ee5\u53ca\u8ba1\u7b97\u673a\u7b97\u529b\u7684\u4e0d\u8db3\uff0c\u6574\u4e2a\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u7ecf\u5386\u4e86\u4e8c\u5341\u4f59\u5e74\u7684\u5bd2\u51ac\u671f\uff0c\u4f46\u5728\u8fd9\u671f\u95f4Hinton\u4e00\u76f4\u90fd\u672a\u653e\u5f03\u5173\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u7814\u7a76\uff0cCIFAR\u4e5f\u59cb\u7ec8\u7a33\u5b9a\u5730\u4e3a\u4ed6\u63d0\u4f9b\u7814\u7a76\u652f\u6301\u30022004\u5e74\uff0c\u5728Hinton\u7684\u5efa\u8bae\u4e0b\uff0cCIFAR\u5f00\u542f\u4e86\u4e00\u9879\u795e\u7ecf\u8ba1\u7b97\u4e0e\u81ea\u9002\u5e94\u611f\u77e5\u7814\u7a76\uff08Neutral Computing &#038; Adaptive Perception\uff09\uff0c\u800c\u6b63\u662f\u8be5\u9879\u76ee\u624d\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u7814\u7a76\u771f\u6b63\u5e26\u5165\u516c\u4f17\u89c6\u91ce\uff0c\u6380\u8d77\u4e86\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u70ed\u6f6e\u3002<\/p>\n<p>\u9664\u4e86\u53d7\u5230\u52a0\u62ff\u5927\u653f\u5e9c\u7684\u9f0e\u529b\u652f\u6301\u5916\uff0cHinton\u8fd8\u5728\u52a0\u62ff\u5927\u7ed3\u8bc6\u4e86\u5fd7\u540c\u9053\u5408\u7684\u7814\u7a76\u4f19\u4f34\u2014\u2014\u8499\u7279\u5229\u5c14\u5927\u5b66\u7684\u6559\u6388Yoshua Bengio\u548c\u81ea\u5df1\u5728\u591a\u4f26\u591a\u5927\u5b66\u7684\u535a\u58eb\u540e\u5b66\u751fYann LeCun\u3002\u4ed6\u4eec\u4f5c\u4e3a\u5f53\u65f6\u795e\u7ecf\u7f51\u7edc\u7406\u8bba\u7684\u201c\u987d\u56fa\u6d3e\u201d\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u65e0\u4eba\u95ee\u6d25\u65f6\uff0c\u59cb\u7ec8\u575a\u4fe1\u7740\u795e\u7ecf\u7f51\u7edc\u5bf9\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u98a0\u8986\u610f\u4e49\uff0c\u5728\u957f\u8fbe20\u4f59\u5e74\u7684\u65f6\u95f4\u91cc\u9759\u5f85\u80fd\u4e0e\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u5339\u914d\u7684\u6570\u636e\u96c6\u548c\u7b97\u529b\u7684\u5230\u6765\u3002\u4e5f\u6b63\u662f\u56e0\u4e3a\u4ed6\u4eec\u6301\u4e4b\u4ee5\u6052\u7684\u7814\u7a76\uff0c\u624d\u642d\u5efa\u8d77\u4e86\u4eca\u5929\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u6982\u5ff5\u57fa\u7840\uff0c\u4e3a\u4e16\u4eba\u5f00\u542f\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u5927\u95e8\u30022018\u5e74\uff0c\u4ed6\u4eec\u4e09\u4f4d\u5171\u540c\u83b7\u5f97\u4e86\u201c\u56fe\u7075\u5956\u201d\uff0c\u5e76\u88ab\u4e1a\u754c\u79f0\u4e3a\u201c\u6df1\u5ea6\u5b66\u4e60\u4e09\u5de8\u5934\u201d\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_13.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_13.png\" alt=\"\" width=\"396\" height=\"235\" class=\"aligncenter size-large wp-image-59763\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_13.png 396w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_13-300x178.png 300w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><\/a><\/p>\n<p>\u901a\u8fc720\u591a\u5e74\u7684\u8015\u8018\uff0c\u5728Hinton\u4ed6\u4eec\u7684\u5e26\u9886\u4e0b\uff0c\u52a0\u62ff\u5927\u4e0d\u4ec5\u4ec5\u662f\u57f9\u80b2\u4e86\u4e00\u6279\u6770\u51fa\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\uff0c\u66f4\u662f\u4e3a\u5168\u7403\u9876\u5c16\u79d1\u6280\u516c\u53f8\u8f93\u51fa\u4e86\u4f17\u591a\u6280\u672f\u9886\u5bfc\u4eba\u3002\u9664\u4e86Hinton\u672c\u4eba\u6267\u638c\u8c37\u6b4c\u5927\u8111\u7684\u7814\u7a76\uff0cYann LeCun\u62c5\u4efbFacebook\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e3b\u7ba1\u5916\uff0cUber\u9996\u5e2d\u79d1\u5b66\u5bb6Zoubin Ghahramani\u3001OpenAI\u7684\u7814\u7a76\u4e3b\u7ba1Ilya Sutskever\u3001\u82f9\u679c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e3b\u7ba1Russ Salakhutdinov\u7b49\u79d1\u6280\u5de8\u5934\u7684\u9886\u519b\u4eba\u7269\u90fd\u51fa\u81ea\u4e8eHinton\u7684\u7814\u7a76\u56e2\u961f\u3002\u56e0\u6b64\uff0c\u52a0\u62ff\u5927\u4e5f\u6210\u4e3a\u4e86\u4f17\u591a AI\u7814\u7a76\u8005\u5fc3\u4e2d\u7684\u201c\u5723\u57df\u201d\u3002<\/p>\n<p><strong>| \u52a0\u62ff\u5927\u4eba\u5de5\u667a\u80fd\u91cd\u70b9\u5b66\u6821\u4e0e\u5b9e\u9a8c\u5ba4<\/strong><\/p>\n<p>\u90a3\u4e48\uff0c\u662f\u54ea\u4e9b\u9ad8\u6821\u4e0e\u5b9e\u9a8c\u5ba4\u625b\u8d77\u52a0\u62ff\u5927\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5927\u65d7\uff0c\u5b83\u4eec\u53c8\u5206\u522b\u4e13\u6ce8\u4e8e\u54ea\u4e9b\u524d\u6cbf\u6280\u672f\u9886\u57df\u5462\uff1f<\/p>\n<p>\u76ee\u524d\uff0c\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u591a\u4f26\u591a-\u6ed1\u94c1\u5362\u3001\u8499\u7279\u5229\u5c14\u3001\u57c3\u5fb7\u8499\u987f\u4e09\u5927\u533a\u57df\u30022017\u5e74\uff0c\u52a0\u62ff\u5927\u53d1\u5e03\u4e86\u5168\u7403\u9996\u4e2a\u56fd\u5bb6\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u6218\u7565\u2014\u2014\u300a\u6cdb\u52a0\u62ff\u5927\u4eba\u5de5\u667a\u80fd\u6218\u7565\u300b\uff0c\u5ba3\u5e03\u6295\u51651.25\u4ebf\u52a0\u5e01\uff0c\u4ee5\u4e09\u5927\u5730\u533a\u4e3a\u4e2d\u5fc3\u5efa\u7acb\u62e5\u6709\u5b8c\u5584\u7684\u8d44\u91d1\u3001\u7814\u53d1\u548c\u4eba\u529b\u751f\u6001\u94fe\u7684\u201c\u521b\u65b0\u5750\u6807\u201d\uff0c \u6253\u9020\u56fd\u9645\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u9ad8\u5730\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_14.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_14.png\" alt=\"\" width=\"432\" height=\"251\" class=\"aligncenter size-large wp-image-59764\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_14.png 432w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_14-300x174.png 300w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/a><\/p>\n<p>\u4e4b\u6240\u4ee5\u9009\u62e9\u8fd9\u4e09\u5927\u5730\u533a\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5404\u533a\u57df\u90fd\u5f3a\u6709\u529b\u7684AI\u9886\u519b\u4eba\u7269\u53ca\u91cd\u70b9\u9662\u6821\u3002<\/p>\n<p><strong>\u591a\u4f26\u591a-\u6ed1\u94c1\u5362\uff1a\u5efa\u8bbe\u5168\u4ea7\u4e1a\u751f\u6001\uff0c\u6253\u9020\u201c\u52a0\u62ff\u5927\u7845\u8c37\u201d<\/strong><\/p>\n<p>\u591a\u4f26\u591a-\u6ed1\u94c1\u5362\u5730\u533a\u7531Geoffrey Hinton\u5750\u9547\uff0c\u4e13\u6ce8\u4e8e\u4eba\u5de5\u667a\u80fd\u548c\u795e\u7ecf\u79d1\u5b66\u7684\u4ea4\u53c9\u5b66\u79d1\u7684\u7814\u7a76\u4e0e\u5e94\u7528\uff0c\u5176\u4e3b\u8981\u76ee\u6807\u4e4b\u4e00\u662f\u4e3a\u4e86\u57f9\u80b2\u5e76\u7559\u4f4f\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4eba\u624d\uff0c\u4f7f\u4e4b\u4e0e\u5730\u533a\u7ecf\u6d4e\u53d1\u5c55\u5f62\u6210\u826f\u6027\u4e92\u52a8\uff0c\u5e76\u901a\u8fc7AI\u6280\u672f\u5b9e\u8d28\u6027\u63d0\u9ad8\u4eba\u4eec\u7684\u751f\u6d3b\u8d28\u91cf\u3002\u533a\u57df\u5185\u62e5\u6709\u591a\u4f26\u591a\u5927\u5b66\u548c\u6ed1\u94c1\u5362\u5927\u5b66\u4e24\u6240\u9876\u5c16\u9ad8\u6821\uff0c\u57282020\u5e74\u7684QS\u4e16\u754c\u5927\u5b66\u6392\u540d\u4e2d\uff0c\u8fd9\u4e24\u6240\u9ad8\u6821\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u4e13\u4e1a\u5206\u522b\u4f4d\u5217\u5168\u7403\u7b2c10\u4f4d\u548c\u7b2c24\u4f4d\u3002<\/p>\n<p>\u5728\u8be5\u533a\u57df\u4e2d\uff0c\u6700\u53d7\u5173\u6ce8\u548c\u652f\u6301\u7684\u662f\u7531Hinton\u7b49\u4e3a\u4ee3\u8868\u7684\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\u4eec\u4e8e2017\u5e74\u53d1\u8d77\u7684\u5411\u91cf\u5b66\u9662\uff08Vector Institute\uff09\u3002\u5411\u91cf\u5b66\u9662\u7684\u7279\u522b\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u5e76\u4e0d\u53ea\u662f\u4e00\u4e2a\u9644\u5c5e\u4e8e\u591a\u4f26\u591a\u5927\u5b66\u7684\u7814\u7a76\u6240\uff0c\u800c\u662f\u7531\u9ad8\u6821\u3001\u653f\u5e9c\u3001\u4f01\u4e1a\u5171\u540c\u5efa\u7acb\u8d77\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5b75\u5316\u673a\u6784\u3002\u5b83\u7684\u521d\u59cb\u8463\u4e8b\u4f1a\u4e2d\u9664\u4e86\u67098\u4f4d\u591a\u4f26\u591a\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u7684\u6559\u6388\u4eec\uff0c\u8fd8\u67095\u4f4d\u4ee5CIFAR\u4e3b\u5e2d\u4e3a\u4ee3\u8868\u7684\u653f\u5e9c\u884c\u653f\u4eba\u5458\uff0c3\u4f4d\u4ee5\u52a0\u62ff\u5927TD\u94f6\u884c\u8463\u4e8b\u957f\u4e3a\u4ee3\u8868\u7684\u5927\u4f01\u4e1aCEO\u4ee5\u53ca6\u4f4d\u521b\u4e1a\u8005\u3002<\/p>\n<p>\u8fd9\u6837\u7684\u914d\u7f6e\uff0c\u8ba9\u5411\u91cf\u5b66\u9662\u80fd\u591f\u6709\u6548\u5730\u8fdb\u884c\u4ece\u7814\u7a76\u5230\u5e94\u7528\uff08Paper to Product\uff09\u7684\u5c1d\u8bd5\uff0c\u5e76\u64ac\u52a8\u5404\u754c\u8d44\u6e90\uff0c\u6253\u9020\u5168\u4ea7\u4e1a\u94fe\u7684\u7814\u7a76\u5b75\u5316\u4f53\u7cfb\u3002\u7814\u7a76\u663e\u793a\uff0c\u591a\u4f26\u591a\u5730\u533a\u76ee\u524d\u5df2\u7ecf\u6210\u4e3a\u4e86\u5317\u7f8e\u6392\u540d\u524d5\u7684\u79d1\u6280\u4e2d\u5fc3\uff0c2018\u5e74\u6280\u672f\u52b3\u52a8\u529b\u589e\u957f\u4e8654%\uff0c\u8d85\u8d8a\u7845\u8c37\u4f4d\u5217\u5317\u7f8e\u5730\u533a\u9996\u4f4d\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_15.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_15.png\" alt=\"\" width=\"432\" height=\"201\" class=\"aligncenter size-large wp-image-59765\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_15.png 432w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_15-300x140.png 300w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/a><\/p>\n<p><strong>\u8499\u7279\u5229\u5c14\uff1a\u5168\u7403\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u9ad8\u5730<\/strong><\/p>\n<p>\u8499\u7279\u5229\u5c14\u533a\u57df\u7531Yoshua Bengio\u5750\u9547\uff0c\u4ed6\u4e5f\u662f\u201c\u6df1\u5ea6\u5b66\u4e60\u4e09\u5de8\u5934\u201d\u4e2d\u552f\u4e00\u59cb\u7ec8\u575a\u5b88\u5728\u79d1\u7814\u548c\u6559\u5b66\u5c97\u4f4d\u7684\u5b66\u8005\uff0cBengio\u6b64\u524d\u63d0\u51fa\u7684\u5e8f\u5217\u7684\u6982\u7387\u5efa\u6a21\u548c\u9ad8\u7ef4\u8bcd\u5d4c\u5165\u4e0e\u6ce8\u610f\u529b\u673a\u5236\u7406\u8bba\uff0c\u66fe\u7ed9\u8bed\u97f3\u8bc6\u522b\u3001\u673a\u5668\u7ffb\u8bd1\u7b49\u9886\u57df\u5e26\u6765\u7a81\u7834\u6027\u7684\u8fdb\u5c55\u30022010 \u5e74\u4ee5\u6765\uff0cBengio\u5f00\u59cb\u4e13\u6ce8\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u7814\u7a76\uff0c\u5f15\u8d77\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u7684\u9769\u547d\u3002\u5728\u8be5\u533a\u57df\u5185\uff0c\u6709\u9ea6\u5409\u5c14\u5927\u5b66\u548c\u8499\u7279\u5229\u5c14\u5927\u5b66\u4e24\u6240\u9876\u5c16\u5b66\u5e9c\u3002\u5176\u4e2d\uff0c\u7531Bengio\u9886\u5bfc\u7684MILA\uff08Montreal Institute for Learning Algorithms\uff09\u5b9e\u9a8c\u5ba4\u662f\u76ee\u524d\u4e16\u754c\u4e0a\u6700\u5927\u7684\u6df1\u5ea6\u5b66\u4e60\u5b66\u672f\u793e\u533a\u3002<\/p>\n<p>MILA\u7531\u8499\u7279\u5229\u5c14\u5927\u5b66\u4e0e\u9ea6\u5409\u5c14\u5927\u5b66\u3001\u8499\u7279\u5229\u5c14\u7406\u5de5\u5b66\u9662\u548c\u8499\u7279\u5229\u5c14\u9ad8\u7b49\u6559\u80b2\u5b66\u9662\u5171\u540c\u5408\u4f5c\u6253\u9020\uff0c\u76ee\u524d\u62e5\u6709500\u540d\u4e13\u95e8\u4ece\u4e8b\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u7814\u7a76\u4eba\u5458\u3002Bengio\u66fe\u8868\u793a\uff0cMILA\u7684\u6700\u5927\u7279\u70b9\u662f\u5f62\u6210\u4e86\u4e00\u79cd\u201c\u5b9e\u9a8c\u5ba4\u6587\u5316\u201d\uff0c\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u5145\u8db3\u7684\u7ecf\u8d39\u4ee5\u4fdd\u8bc1\u4ed6\u4eec\u7684\u7814\u7a76\u81ea\u7531\uff0c\u5e76\u4e0d\u8fc7\u5206\u5f3a\u8c03\u4e2a\u4eba\u4e3b\u4e49\u548c\u7ade\u4e89\u610f\u8bc6\uff0c\u63d0\u5021\u901a\u8fc7\u7814\u7a76\u534f\u4f5c\u5f62\u6210\u201c\u6eda\u96ea\u7403\u201d\u6548\u5e94\u3002\u800c\u6b63\u662f\u56e0\u4e3aMILA\u8fd1\u5e74\u6765\u5728\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4e0a\u7684\u7a81\u51fa\u5730\u4f4d\uff0c\u8c37\u6b4c\u3001IBM\u3001\u4e09\u661f\u3001\u5fae\u8f6f\u3001Facebook\u7b49\u56fd\u9645\u79d1\u6280\u5de8\u5934\u90fd\u7eb7\u7eb7\u843d\u811a\u8499\u7279\u5229\u5c14\uff0c\u4e0eMILA\u5efa\u7acb\u5408\u4f5c\u7814\u7a76\u5173\u7cfb\u3002<\/p>\n<p>\u6b64\u5916\uff0cBengio\u8fd8\u57282016\u5e74\u5728\u8499\u7279\u5229\u5c14\u7275\u5934\u521b\u529e\u4e86\u6df1\u5ea6\u5b66\u4e60\u5b75\u5316\u5668Element 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srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_16.png 432w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_16-300x169.png 300w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/a><\/p>\n<p><strong>\u57c3\u5fb7\u8499\u987f\uff1a\u4e16\u754c\u9876\u7ea7\u5f3a\u5316\u5b66\u4e60\u7814\u7a76\u4e2d\u5fc3<\/strong><\/p>\n<p>\u4f4d\u4e8e\u52a0\u62ff\u5927\u4e2d\u90e8\u7684\u57c3\u5fb7\u8499\u987f\u5730\u533a\u7531\u201c\u5f3a\u5316\u5b66\u4e60\u4e4b\u7236\u201dRichard Sutton\u5750\u9547\uff0c\u4ee5\u963f\u5c14\u4f2f\u5854\u5927\u5b66\u4e3a\u7814\u7a76\u4e2d\u5fc3\uff0c\u4e13\u6ce8\u4e8e\u7814\u7a76\u4e0e\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u76f8\u5173\u7684\u7b97\u6cd5\u7406\u8bba\u3002\u5b9e\u9645\u4e0a\uff0c\u5f3a\u5316\u5b66\u4e60\u53ef\u4ee5\u8ba4\u4e3a\u662f\u6df1\u5ea6\u5b66\u4e60\u4e0b\u7684\u4e00\u4e2a\u5b50\u7c7b\uff0c\u8fd9\u79cdAI\u8bad\u7ec3\u65b9\u6cd5\u66f4\u63a5\u8fd1\u751f\u7269\u975e\u76d1\u7763\u5b66\u4e60\u7684\u672c\u8d28\uff0c\u56e0\u6b64\u6709\u671b\u83b7\u5f97\u66f4\u9ad8\u7684\u667a\u80fd\uff0c\u4e3e\u4e00\u4e2a\u6211\u4eec\u6240\u719f\u77e5\u7684\u5e94\u7528\u4f8b\u5b50\uff0c\u5728\u56f4\u68cb\u6bd4\u8d5b\u4e2d\u6218\u80dc\u4eba\u7c7b\u7684AlphaGo\uff0c\u80cc\u540e\u7684\u6280\u672f\u5c31\u662f\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u548c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u7ed3\u5408\u3002<\/p>\n<p>Richard Sutton\u88ab\u8ba4\u4e3a\u662f\u73b0\u4ee3\u8ba1\u7b97\u7684\u5f3a\u5316\u5b66\u4e60\u521b\u7acb\u8005\u4e4b\u4e00\uff0c\u4ed6\u4e3a\u8be5\u9886\u57df\u505a\u51fa\u4e86\u8bb8\u591a\u91cd\u5927\u8d21\u732e\uff0c\u5305\u62ec\uff1a\u65f6\u95f4\u5dee\u5206\u5b66\u4e60\u3001\u7b56\u7565\u68af\u5ea6\u65b9\u6cd5\u3001Dyna\u67b6\u6784\u7b49\uff0cSutton\u6240\u9886\u5bfc\u7684AMII\uff08Alberta Machine Intelligence Institute\uff09\u5b9e\u9a8c\u5ba4\u662f\u4e16\u754c\u9876\u7ea7\u7684\u5f3a\u5316\u5b66\u4e60\u79d1\u7814\u673a\u6784\uff0cDeepmind\u4e5f\u5728\u57c3\u5fb7\u8499\u987f\u8bbe\u7acb\u4e86\u9996\u4e2a\u56fd\u9645AI\u7814\u7a76\u5b9e\u9a8c\u5ba4\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_17.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_17.png\" alt=\"\" width=\"380\" height=\"260\" class=\"aligncenter size-large wp-image-59767\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_17.png 380w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2020\/10\/canada_hitech_17-300x205.png 300w\" sizes=\"(max-width: 380px) 100vw, 380px\" \/><\/a><\/p>\n<p>\u9664\u4e86\u4e0a\u6587\u63d0\u5230\u7684\u4e09\u4e2a\u4e2d\u5fc3\u4e4b\u5916\uff0c\u6e29\u54e5\u534e\u4e5f\u56e0\u5176\u7d27\u9760\u897f\u96c5\u56fe\u3001\u8ddf\u7845\u8c37\u540c\u5904\u897f\u6d77\u5cb8\u7684\u5730\u7406\u533a\u4f4d\uff0c\u52a0\u4e4b\u66f4\u5b9c\u5c45\u7684\u6c14\u5019\u73af\u5883\uff0c\u6210\u4e3a\u52a0\u62ff\u5927\u91cd\u8981\u7684\u79d1\u6280\u843d\u811a\u5730\u3002\u4f4d\u4e8e\u6e29\u54e5\u534e\u7684\u82f1\u5c5e\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u5728\u6570\u636e\u5e93\u3001\u6570\u636e\u6316\u6398\u7b49\u65b9\u9762\u7814\u7a76\u5b9e\u529b\u7a81\u51fa\uff0c\u57282020\u5e74QS\u5168\u7403\u8ba1\u7b97\u673a\u4e13\u4e1a\u5b66\u79d1\u6392\u540d\u4e2d\u4f4d\u521725\u3002<\/p>\n<p>\u603b\u4f53\u6765\u770b\uff0c\u867d\u7136\u52a0\u62ff\u5927\u7684\u9876\u5c16\u5b66\u5e9c\u5728\u6570\u91cf\u4e0a\u8ddf\u7f8e\u56fd\u4e0d\u5728\u4e00\u4e2a\u91cf\u7ea7\uff0c\u4f46\u4f5c\u4e3a\u4e00\u4e2a\u4eba\u53e3\u4e0d\u52304\u5343\u4e07\u7684\u56fd\u5bb6\uff0c\u52a0\u62ff\u5927\u4e00\u8def\u7a33\u624e\u7a33\u6253\u3001\u539a\u79ef\u8584\u53d1\uff0c\u5728\u653f\u5e9c\u3001\u5b66\u754c\u3001\u5546\u754c\u7684\u5171\u540c\u52aa\u529b\u4e0b\uff0c\u5230\u5982\u4eca\u4e5f\u7ad9\u7a33\u4e86AI\u5927\u56fd\u7684\u811a\u8ddf\uff0c\u6210\u4e3a\u4e86\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u4e00\u80a1\u91cd\u8981\u529b\u91cf\u3002<\/p>\n<p>\u6700\u540e\uff0c\u4ee5\u4e0b\u662f\u52a0\u62ff\u5927\u51e0\u5927AI\u7814\u7a76\u4e2d\u5fc3\u7684\u94fe\u63a5\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u770b\u770b\uff1a<\/p>\n<p>1.\u5411\u91cf\u5b66\u9662\u5b98\u7f51\uff1ahttps:\/\/vectorinstitute.ai\/<\/p>\n<p>2.MILA\u5b98\u7f51\uff1ahttps:\/\/mila.quebec\/en\/<\/p>\n<p>3.AMII\u5b98\u7f51\uff1ahttps:\/\/www.amii.ca\/<\/p>\n<p>\u5982\u679c\u5bf9\u52a0\u62ff\u5927AI\u4ea7\u4e1a\u53d1\u5c55\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u6301\u7eed\u5173\u6ce8\u6211\u4eec\u7684\u62a5\u9053\uff01<\/p>\n<p>\u4e0a\u4e00\u7bc7\uff1a\u7efc\u8ff0\u7bc7 \u00b7 \u52a0\u62ff\u5927\u79d1\u6280\u4ea7\u4e1a\u7a76\u7adf\u6709\u591a\u725b\uff1f<\/p>\n<p>\u52a0\u62ff\u5927\u5d1b\u8d77\uff1a\u201c\u62a2\u6765\u7684\u201dAI \u5929\u56e2\u4e0e\u4e09\u5927\u57fa\u5730<br \/>\n\u7845\u661f\u4eba\uff1a\uff08ID\uff1aguixingren123\uff09<\/p>\n<p>\u4ece\u79d1\u6280\u5230\u6587\u5316\uff0c\u4ece\u6df1\u5ea6\u5230\u6bb5\u5b50\uff0c\u7845\u661f\u4eba\u4e3a\u4f60\u8bb2\u8ff0\u5173\u4e8e\u7845\u8c37\u7684\u4e00\u5207\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u521b \u7845\u661f\u4eba 2020-10-08 09:51:38 \u8010\u5f97\u4f4f\u5bc2\u5bde\uff0c\u624d\u5b88\u5f97\u4f4f\u7e41\u534e \u2014\u2014 \u6587\uff5cRuyi \u7f16\u8f91\uff5cVicky Xiao #\u7cfb\u5217\u4ecb\u7ecd# \u52a8\u8361\u76842020\u5e74\uff0c\u5f88\u591a\u4eba\u548c\u516c\u53f8\u90fd\u5728\u5bfb\u627e\u65b0\u7684\u56fd\u9645\u4ea4\u6d41\u5e73\u53f0\uff0c\u5e76\u628a\u76ee\u5149\u6295\u5411\u4e86\u7f8e\u56fd\u7684\u90bb\u5c45\u2014\u2014\u52a0\u62ff\u5927\u3002\u52a0\u62ff\u5927\u79d1\u6280\u4ea7\u4e1a\u600e\u4e48\u6837\uff1f\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u591aAI\u5927\u795e\u90fd\u5728\u52a0\u62ff\u5927\uff1f\u8fd9\u4e5f\u662f\u7845\u661f\u4eba&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/blog.jackjia.com\/?p=59758\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":59764,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[10],"tags":[],"_links":{"self":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/59758"}],"collection":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=59758"}],"version-history":[{"count":3,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/59758\/revisions"}],"predecessor-version":[{"id":59769,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/59758\/revisions\/59769"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/media\/59764"}],"wp:attachment":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=59758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=59758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}