{"id":71602,"date":"2023-06-30T15:38:27","date_gmt":"2023-06-30T20:38:27","guid":{"rendered":"https:\/\/blog.jackjia.com\/?p=71602"},"modified":"2023-06-30T15:38:27","modified_gmt":"2023-06-30T20:38:27","slug":"20230630-%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e6%8a%80%e6%9c%af%e5%85%ad%e7%a7%8d%e5%8d%b1%e5%ae%b3%ef%bc%81ai%e6%95%99%e7%88%b6%e5%bb%ba%e8%ae%ae%e5%b9%b4%e8%bd%bb%e4%ba%ba%e4%bb%8e%e4%ba%8b%e7%ae%a1","status":"publish","type":"post","link":"https:\/\/blog.jackjia.com\/?p=71602","title":{"rendered":"20230630\/\u4eba\u5de5\u667a\u80fd\u6280\u672f\u516d\u79cd\u5371\u5bb3\uff01AI\u6559\u7236\u5efa\u8bae\u5e74\u8f7b\u4eba\u4ece\u4e8b\u7ba1\u9053\u5de5"},"content":{"rendered":"<p>\uff08\u661f\u661f\u751f\u6d3b\/\u6377\u514b\u4f73\uff09\u4eba\u5de5\u667a\u80fd\u5148\u9a71\u8f9b\u987f(Geoffrey Hinton)\u8868\u793a\uff0cAI\u6280\u672f\u7684\u8fdb\u6b65\u6b63\u5728\u5c06\u4e16\u754c\u63a8\u5165\u201c\u4e00\u4e2a\u5de8\u5927\u4e0d\u786e\u5b9a\u7684\u65f6\u671f\u201d\u3002\u968f\u7740\u6280\u672f\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\uff0cHinton\u5f3a\u8c03\u5b83\u53ef\u80fd\u5bf9\u4eba\u7c7b\u9020\u6210\u516d\u79cd\u5371\u5bb3\uff0c\u5305\u62ec\u504f\u89c1\u548c\u6b67\u89c6\uff0c\u6218\u6597\u673a\u5668\u4eba\uff0c\u5931\u4e1a\uff0c\u4fe1\u606f\u8327\u623f\uff0c\u73b0\u5b58\u98ce\u9669\uff0c\u5047\u65b0\u95fb\u3002<\/p>\n<p>\u636eCTV\u62a5\u9053\uff0c\u5468\u4e09\u5728\u591a\u4f26\u591a\u4e3e\u884c\u7684\u4eca\u5e74Collision\u6280\u672f\u4f1a\u8bae\u4e0a\uff0cHinton\u89e3\u91ca\u8bf4\uff0c\u4f7f\u7528AI\u7684\u4e00\u4e9b\u5371\u9669\u6e90\u4e8e\u5b83\u53ef\u80fd\u4f1a\u4ea7\u751f\u63a7\u5236\u4ed6\u4eba\u7684\u6b32\u671b\uff0c\u201c\u6211\u4eec\u5fc5\u987b\u8ba4\u771f\u5bf9\u5f85\u8fd9\u79cd\u53ef\u80fd\u6027\u3002\u201d<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/ai0630.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/ai0630.png\" alt=\"\" width=\"707\" height=\"444\" class=\"aligncenter size-full wp-image-71603\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/ai0630.png 707w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/ai0630-300x188.png 300w\" sizes=\"(max-width: 707px) 100vw, 707px\" \/><\/a><\/p>\n<p>\u8fd9\u4f4d\u8ba4\u77e5\u5fc3\u7406\u5b66\u5bb6\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u4ece\u8c37\u6b4c\u8f9e\u804c\uff0c\u4ee5\u66f4\u516c\u5f00\u5730\u8c08\u8bbaAI\u7684\u6f5c\u5728\u5371\u9669\u3002\u968f\u7740AI\u6280\u672f\u901a\u8fc7ChatGPT\u7b49\u5de5\u5177\u53d8\u5f97\u66f4\u5bb9\u6613\u4e3a\u516c\u4f17\u6240\u63a5\u53d7\uff0cHinton\u51e0\u4e2a\u6708\u6765\u4e00\u76f4\u5728\u8868\u8fbe\u4ed6\u7684\u62c5\u5fe7\u3002<\/p>\n<p>\u81ea2022\u5e7411\u6708\u53d1\u5e03\u4ee5\u6765\uff0cAI\u804a\u5929\u673a\u5668\u4eba\u7684\u4f7f\u7528\u91cf\u5448\u7206\u70b8\u5f0f\u589e\u957f\u3002\u8be5\u5de5\u5177\u7531OpenAI\u5f00\u53d1\uff0c\u80fd\u591f\u6a21\u4eff\u4eba\u7c7b\u5bf9\u8bdd\u4ee5\u54cd\u5e94\u7528\u6237\u63d0\u4ea4\u7684\u63d0\u793a\u3002\u4f5c\u4e3a\u4e00\u79cd\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0cChatGPT\u4ee5\u6587\u672c\u5f62\u5f0f\u6d88\u5316\u5927\u91cf\u6570\u636e\uff0c\u5e76\u6839\u636e\u5176\u6444\u53d6\u7684\u4fe1\u606f\u63d0\u4f9b\u54cd\u5e94\u3002<\/p>\n<p>\u4f46\u9664\u4e86\u63d0\u51fa\u4e0e\u527d\u7a83\u548c\u4e2a\u4eba\u4fe1\u606f\u62ab\u9732\u76f8\u5173\u7684\u9053\u5fb7\u95ee\u9898\u5916\uff0cChatGPT\u8fd8\u4ea7\u751f\u4e86\u4ee4\u4eba\u53cd\u611f\u548c\u6709\u504f\u89c1\u7684\u7ed3\u679c\u3002<\/p>\n<p>Hinton\u6210\u4e3aCollision\u6280\u672f\u4f1a\u8bae\u805a\u7126\u7684\u4e2d\u5fc3\u4eba\u7269\uff0c\u4ed6\u5411\u6570\u767e\u540d\u4e0e\u4f1a\u8005\u53d1\u8868\u4e86\u8bb2\u8bdd\u3002\u6765\u81ea\u4e16\u754c\u5404\u5730\u768440,000\u591a\u4eba\u9f50\u805a\u591a\u4f26\u591a\u53c2\u52a0\u4eca\u5e74\u7684\u4f1a\u8bae\uff0c\u51e0\u4e4e\u6bcf\u6b21\u6f14\u8bb2\u90fd\u6d89\u53ca\u4eba\u5de5\u667a\u80fd\u7684\u5e7f\u6cdb\u5f71\u54cd\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6Yann LeCun\u5728\u672c\u6708\u65e9\u4e9b\u65f6\u5019\u4e8e\u5df4\u9ece\u4e3e\u884c\u7684Viva\u6280\u672f\u4f1a\u8bae\u4e0a\u5206\u4eab\u4e86\u4ed6\u5bf9AI\u7684\u770b\u6cd5\uff0c\u79f0\u5176\u201c\u672c\u8d28\u4e0a\u662f\u597d\u7684\u201d\u3002\u7136\u800c\uff0cHinton\u4ecd\u7136\u6000\u7591\u5584\u610f\u8bbe\u8ba1\u7684AI\u80fd\u5426\u6218\u80dc\u4e0d\u826f\u884c\u4e3a\u8005\u5f00\u53d1\u7684\u6280\u672f\u3002<\/p>\n<p>Hinton\u3001LeCun\u548cYoshua Bengio\u57282018\u5e74\u8363\u83b7\u88ab\u8a89\u4e3a\u8ba1\u7b97\u673a\u754c\u8bfa\u8d1d\u5c14\u5956\u7684\u56fe\u7075\u5956\u3002<\/p>\n<p>Hinton\u8868\u793a\uff0c\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u53ef\u80fd\u5bf9\u4eba\u7c7b\u9020\u6210\u7684\u516d\u5927\u4e3b\u8981\u5371\u9669\uff1a<\/p>\n<p>1. \u504f\u89c1\u548c\u6b67\u89c6<\/p>\n<p>Hinton\u8868\u793a\uff0c\u901a\u8fc7\u4f7f\u7528\u6709\u504f\u89c1\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\uff0cAI\u6280\u672f\u548cChatGPT\u7b49\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u4ea7\u751f\u540c\u6837\u6709\u504f\u89c1\u7684\u54cd\u5e94\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u4e00\u4f4d\u63a8\u7279\u7528\u6237\u57282022\u5e7412\u6708\u53d1\u5e03\u7684\u5e16\u5b50\u663e\u793a\uff0c\u804a\u5929\u673a\u5668\u4eba\u7f16\u5199\u7684\u4ee3\u7801\u8868\u793a\uff0c\u53ea\u6709\u767d\u4eba\u6216\u4e9a\u6d32\u7537\u6027\u624d\u80fd\u6210\u4e3a\u4f18\u79c0\u7684\u79d1\u5b66\u5bb6\uff0c\u8fd9\u4e00\u53cd\u5e94\u662f\u6839\u636e\u5176\u8bad\u7ec3\u6570\u636e\u5f97\u51fa\u7684\u3002ChatGPT\u5bf9\u63d0\u793a\u7684\u56de\u5e94\u5df2\u66f4\u65b0\uff0cOpenAI\u8868\u793a\u6b63\u5728\u52aa\u529b\u51cf\u5c11\u8be5\u5de5\u5177\u7cfb\u7edf\u4e2d\u7684\u504f\u89c1\u3002<\/p>\n<p>\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u6311\u6218\uff0cHinton\u8868\u793a\uff0c\u901a\u8fc7\u51bb\u7ed3\u8be5\u6280\u672f\u8868\u73b0\u51fa\u7684\u884c\u4e3a\u3001\u5206\u6790\u5b83\u5e76\u8c03\u6574\u53c2\u6570\u6765\u7ea0\u6b63\u5b83\uff0c\u76f8\u5bf9\u5bb9\u6613\u9650\u5236\u6f5c\u5728\u7684\u504f\u89c1\u548c\u6b67\u89c6\u3002<\/p>\n<p>2. \u6218\u6597\u673a\u5668\u4eba<\/p>\n<p>Hinton\u8bf4\uff0c\u4e16\u754c\u5404\u5730\u6b66\u88c5\u90e8\u961f\u751f\u4ea7\u6218\u6597\u673a\u5668\u4eba\uff08Battle Robots\uff09\u7b49\u81f4\u547d\u81ea\u52a8\u5316\u6b66\u5668\u7684\u60f3\u6cd5\u662f\u73b0\u5b9e\u7684\u3002\u4ed6\u8868\u793a\uff0c\u5236\u5b9a\u4e00\u9879\u7c7b\u4f3c\u4e8e\u300a\u65e5\u5185\u74e6\u516c\u7ea6\u300b\u7684\u6761\u7ea6\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\uff0c\u4ee5\u4fbf\u56f4\u7ed5\u7981\u6b62\u4f7f\u7528\u6b64\u7c7b\u6280\u672f\u5efa\u7acb\u56fd\u9645\u6cd5\u5f8b\u6807\u51c6\u3002\u4f46\u4ed6\u8868\u793a\uff0c\u8fd9\u6837\u7684\u534f\u8bae\u5e94\u8be5\u5c3d\u65e9\u5236\u5b9a\u3002<\/p>\n<p>\u4e0a\u4e2a\u6708\uff0c\u300a\u7279\u5b9a\u5e38\u89c4\u6b66\u5668\u516c\u7ea6\u300b\u80cc\u540e\u7684\u56fd\u5bb6\u4f1a\u8bae\u53ec\u5f00\uff0c\u8ba8\u8bba\u81f4\u547d\u81ea\u52a8\u5316\u6b66\u5668\u7cfb\u7edf\u3002\u7136\u800c\uff0c\u7ecf\u8fc710\u5e74\u7684\u5ba1\u8bae\uff0c\u5173\u4e8e\u4f7f\u7528\u8fd9\u4e9b\u6b66\u5668\u7cfb\u7edf\u7684\u56fd\u9645\u6cd5\u5f8b\u548c\u6cd5\u89c4\u5c1a\u4e0d\u5b58\u5728\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u6b64\u7c7b\u6280\u672f\u53ef\u80fd\u4f1a\u7ee7\u7eed\u53d1\u5c55\u3002\u5982\u5b8c\u5168\u81ea\u4e3b\u7684\u6740\u624b\u65e0\u4eba\u673a\u662f\u6b66\u5668\u5f00\u53d1\u201c\u5408\u4e4e\u903b\u8f91\u4e14\u4e0d\u53ef\u907f\u514d\u7684\u4e0b\u4e00\u6b65\u201d\u3002<\/p>\n<p>3. \u5931\u4e1a<\/p>\n<p>Hinton\u8868\u793a\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5f00\u53d1\u5c06\u6709\u52a9\u4e8e\u63d0\u9ad8\u5458\u5de5\u7684\u751f\u4ea7\u529b\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u4f1a\u53d6\u4ee3\u751f\u6210\u6587\u672c\u8005\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u5176\u4ed6\u4e13\u5bb6\u4e5f\u8868\u8fbe\u4e86\u4ed6\u4eec\u5bf9AI\u5728\u5c31\u4e1a\u5e02\u573a\u53d6\u4ee3\u4eba\u7c7b\u52b3\u52a8\u529b\u7684\u6f5c\u529b\u7684\u62c5\u5fe7\u3002\u4f46\u591a\u4f26\u591a\u5927\u5b66\u7f57\u7279\u66fc\u7ba1\u7406\u5b66\u9662\u52b3\u8d44\u5173\u7cfb\u548c\u4eba\u529b\u8d44\u6e90\u7ba1\u7406\u540d\u8a89\u6559\u6388Anil Verma\u8868\u793a\uff0c\u96c7\u4e3b\u66f4\u6709\u53ef\u80fd\u4f7f\u7528AI\u6765\u53d6\u4ee3\u4e2a\u4eba\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u6574\u4e2a\u5de5\u4f5c\u3002<\/p>\n<p>\u4e13\u95e8\u7814\u7a76AI\u548c\u6570\u5b57\u6280\u672f\u5bf9\u6280\u80fd\u548c\u5de5\u4f5c\u5f71\u54cd\u7684Verma\u8868\u793a\uff0c\u8fd9\u9879\u6280\u672f\u7684\u91c7\u7528\u5c06\u201c\u9010\u6b65\u201d\u8fdb\u884c\u3002<\/p>\n<p>\u867d\u7136\u6709\u4e9b\u4eba\u53ef\u80fd\u5e0c\u671bAI\u5c06\u6709\u52a9\u4e8e\u5728\u65b0\u9886\u57df\u521b\u9020\u5c31\u4e1a\u673a\u4f1a\uff0c\u4f46Hinton\u8868\u793a\uff0c\u4ed6\u4e0d\u786e\u5b9a\u8be5\u6280\u672f\u6d88\u9664\u7684\u5c31\u4e1a\u673a\u4f1a\u6bd4\u521b\u9020\u7684\u66f4\u591a\u3002<\/p>\n<p>Hinton\u5bf9\u5e74\u8f7b\u4eba\u7684\u5efa\u8bae\u662f\u4ece\u4e8b\u7ba1\u9053\u5de5\u7b49\u9886\u57df\u7684\u804c\u4e1a\u3002\u4ed6\u8bf4\uff0c\u90a3\u4e9b\u80fd\u591f\u5728\u4eba\u5de5\u667a\u80fd\u4e2d\u957f\u671f\u5b58\u5728\u7684\u5de5\u4f5c\uff0c\u662f\u4f60\u5fc5\u987b\u5177\u6709\u5f88\u5f3a\u7684\u9002\u5e94\u80fd\u529b\u548c\u8eab\u4f53\u7d20\u8d28\u7684\u5de5\u4f5c\uff0c\u624b\u5de5\u7075\u6d3b\u6027\u4ecd\u7136\u5f88\u96be\u590d\u5236\u3002<\/p>\n<p><a href=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/echo_chamber.png\"><img loading=\"lazy\" src=\"http:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/echo_chamber.png\" alt=\"\" width=\"698\" height=\"363\" class=\"aligncenter size-full wp-image-71604\" srcset=\"https:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/echo_chamber.png 698w, https:\/\/blog.jackjia.com\/wp-content\/uploads\/2023\/06\/echo_chamber-300x156.png 300w\" sizes=\"(max-width: 698px) 100vw, 698px\" \/><\/a><\/p>\n<p>4. \u4fe1\u606f\u8327\u623f\uff08Echo Chambers\uff09<\/p>\n<p>Hinton\u8bf4\uff0c\u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5f00\u53d1\u4e4b\u524d\u5c31\u5df2\u7ecf\u5b58\u5728\u5e76\u4e14\u53ef\u80fd\u6301\u7eed\u5b58\u5728\u7684\u4e00\u4e2a\u95ee\u9898\u662f\u5728\u7ebf\u4fe1\u606f\u8327\u623f\u7684\u5efa\u7acb\u3002\u5728\u8fd9\u4e9b\u73af\u5883\u4e2d\uff0c\u7528\u6237\u4f1a\u63a5\u89e6\u5230\u4e0e\u81ea\u5df1\u76f8\u4f3c\u7684\u4fe1\u5ff5\u6216\u60f3\u6cd5\u3002\u7ed3\u679c\uff0c\u8fd9\u4e9b\u89c2\u70b9\u5f97\u5230\u4e86\u5f3a\u5316\uff0c\u800c\u5176\u4ed6\u89c2\u70b9\u5219\u6ca1\u6709\u5f97\u5230\u8003\u8651\u3002<\/p>\n<p>Hinton\u8bf4\uff0c\u53ef\u80fd\u6709\u4e00\u4e9b\u7a0b\u5e8f\u4f7f\u7528AI\u7b97\u6cd5\uff0c\u7ecf\u8fc7\u4eba\u7c7b\u60c5\u611f\u8bad\u7ec3\uff0c\u8ba9\u7528\u6237\u63a5\u89e6\u67d0\u79cd\u7c7b\u578b\u7684\u5185\u5bb9\u3002\u4ed6\u8868\u793a\uff0cAI\u662f\u5426\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u6216\u4f7f\u95ee\u9898\u53d8\u5f97\u66f4\u7cdf\uff0c\u8fd9\u662f\u4e00\u4e2a\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p>5. \u73b0\u5b58\u98ce\u9669<\/p>\n<p>\u6700\u540e\uff0cHinton\u8fd8\u5bf9AI\u53ef\u80fd\u5bf9\u4eba\u7c7b\u751f\u5b58\u6784\u6210\u7684\u5a01\u80c1\u8868\u793a\u62c5\u5fe7\u3002Hinton\u8bf4\uff0c\u5982\u679c\u8fd9\u9879\u6280\u672f\u53d8\u5f97\u6bd4\u4eba\u7c7b\u806a\u660e\u5f97\u591a\uff0c\u5e76\u4e14\u80fd\u591f\u64cd\u7eb5\u4eba\u7c7b\uff0c\u5b83\u53ef\u80fd\u4f1a\u53d6\u4ee3\u4eba\u7c7b\u3002<\/p>\n<p>Hinton\u8868\u793a\uff0c\u4eba\u7c7b\u6709\u4e00\u79cd\u5f3a\u70c8\u7684\u3001\u5185\u5728\u7684\u63a7\u5236\u6b32\uff0c\u800c\u8fd9\u4e5f\u662f\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u53d1\u5c55\u7684\u7279\u8d28\u3002\u201c\u4f60\u83b7\u5f97\u7684\u63a7\u5236\u6743\u8d8a\u591a\uff0c\u5c31\u8d8a\u5bb9\u6613\u5b9e\u73b0\u76ee\u6807\uff0c\u6211\u8ba4\u4e3aAI\u4e5f\u80fd\u591f\u5f97\u51fa\u8fd9\u4e00\u70b9\uff0c\u201d\u4ed6\u8bf4\u3002<\/p>\n<p>Hinton\u8868\u793a\uff0c\u4eba\u7c7b\u53ef\u80fd\u65e0\u6cd5\u514b\u670d\u8fd9\u79cd\u63a7\u5236\u6b32\u671b\uff0c\u4e5f\u65e0\u6cd5\u76d1\u7ba1\u53ef\u80fd\u6000\u6709\u6076\u610f\u7684\u4eba\u5de5\u667a\u80fd\u3002\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4eba\u7c7b\u7684\u706d\u7edd\u6216\u6d88\u5931\u3002\u867d\u7136\u6709\u4e9b\u4eba\u53ef\u80fd\u8ba4\u4e3a\u8fd9\u662f\u5371\u8a00\u8038\u542c\uff0c\u4f46Hinton\u8bf4\uff1a\u201c\u8fd9\u662f\u6211\u4eec\u9700\u8981\u8003\u8651\u7684\u771f\u6b63\u98ce\u9669\uff0c\u6211\u4eec\u9700\u8981\u63d0\u524d\u5f04\u6e05\u695a\u5982\u4f55\u5e94\u5bf9\u3002\u201d<\/p>\n<p>6.\u5047\u65b0\u95fb<\/p>\n<p>Hinton\u8868\u793a\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u5177\u6709\u4f20\u64ad\u5047\u65b0\u95fb\u7684\u80fd\u529b\u3002\u56e0\u6b64\uff0c\u4ed6\u8bf4\uff0c\u6807\u8bb0\u865a\u5047\u4fe1\u606f\u4ee5\u9632\u6b62\u9519\u8bef\u4fe1\u606f\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>Hinton\u6307\u51fa\uff0c\u5404\u56fd\u653f\u5e9c\u5df2\u5c06\u6545\u610f\u4f7f\u7528\u6216\u4fdd\u7559\u5047\u5e01\u5b9a\u4e3a\u5211\u4e8b\u72af\u7f6a\uff0c\u5e76\u8868\u793a\u5e94\u8be5\u5bf9AI\u80fd\u751f\u6210\u7684\u6545\u610f\u8bef\u5bfc\u7684\u5185\u5bb9\u91c7\u53d6\u7c7b\u4f3c\u7684\u63aa\u65bd\u3002\u4e0d\u8fc7\uff0c\u4ed6\u8868\u793a\u4ed6\u4e0d\u786e\u5b9a\u8fd9\u79cd\u65b9\u6cd5\u662f\u5426\u53ef\u884c\u3002<\/p>\n<p>\u6709\u4ec0\u4e48\u529e\u6cd5\u53ef\u4ee5\u63d0\u4f9b\u5e2e\u52a9\u5417\uff1f<\/p>\n<p>Hinton\u8868\u793a\uff0c\u4ed6\u4e0d\u77e5\u9053\u5982\u4f55\u8ba9\u4eba\u5de5\u667a\u80fd\u66f4\u6709\u53ef\u80fd\u6210\u4e3a\u4e00\u79cd\u884c\u5584\u7684\u529b\u91cf\uff0c\u800c\u4e0d\u662f\u4f5c\u6076\u7684\u529b\u91cf\u3002\u4f46\u5728\u8fd9\u9879\u6280\u672f\u53d8\u5f97\u5f02\u5e38\u667a\u80fd\u4e4b\u524d\uff0c\u4ed6\u6566\u4fc3\u5f00\u53d1\u4eba\u5458\u52aa\u529b\u4e86\u89e3AI\u53ef\u80fd\u4f1a\u5982\u4f55\u51fa\u9519\u6216\u8bd5\u56fe\u538b\u5012\u4eba\u7c7b\u3002<\/p>\n<p>\u4ed6\u8868\u793a\uff0c\u5f00\u53d1AI\u6280\u672f\u7684\u516c\u53f8\u8fd8\u5e94\u8be5\u6295\u5165\u66f4\u591a\u8d44\u6e90\u6765\u963b\u6b62AI\u63a5\u7ba1\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8ba9\u6280\u672f\u53d8\u5f97\u66f4\u597d\u3002\u201c\u6211\u4eec\u771f\u7684\u5e94\u8be5\u62c5\u5fc3\u51cf\u8f7b\u4eba\u5de5\u667a\u80fd\u7684\u6240\u6709\u4e0d\u826f\u526f\u4f5c\u7528\uff0c\u201d\u4ed6\u8bf4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uff08\u661f\u661f\u751f\u6d3b\/\u6377\u514b\u4f73\uff09\u4eba\u5de5\u667a\u80fd\u5148\u9a71\u8f9b\u987f(Geoffrey Hinton)\u8868\u793a\uff0cAI\u6280\u672f\u7684\u8fdb\u6b65\u6b63\u5728\u5c06\u4e16\u754c\u63a8\u5165\u201c\u4e00\u4e2a\u5de8\u5927\u4e0d\u786e\u5b9a\u7684\u65f6\u671f\u201d\u3002\u968f\u7740\u6280\u672f\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\uff0cHinton\u5f3a\u8c03\u5b83\u53ef\u80fd\u5bf9\u4eba\u7c7b\u9020\u6210\u516d\u79cd\u5371\u5bb3\uff0c\u5305\u62ec\u504f\u89c1\u548c\u6b67\u89c6\uff0c\u6218\u6597\u673a\u5668\u4eba\uff0c\u5931\u4e1a\uff0c\u4fe1\u606f\u8327\u623f\uff0c\u73b0\u5b58\u98ce\u9669\uff0c\u5047\u65b0\u95fb\u3002 \u636eCTV\u62a5\u9053\uff0c\u5468\u4e09\u5728\u591a\u4f26\u591a\u4e3e\u884c\u7684\u4eca\u5e74Col&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/blog.jackjia.com\/?p=71602\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":71603,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"_links":{"self":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/71602"}],"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=71602"}],"version-history":[{"count":1,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/71602\/revisions"}],"predecessor-version":[{"id":71605,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/posts\/71602\/revisions\/71605"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=\/wp\/v2\/media\/71603"}],"wp:attachment":[{"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=71602"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=71602"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jackjia.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=71602"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}