{"id":2285,"date":"2023-11-23T09:38:04","date_gmt":"2023-11-23T01:38:04","guid":{"rendered":"https:\/\/4399pay.com\/blog\/?p=2285"},"modified":"2023-11-23T09:38:05","modified_gmt":"2023-11-23T01:38:05","slug":"mit%e5%ad%a6%e8%80%85%e7%8b%ac%e5%ae%b6%e6%92%b0%e6%96%87%ef%bc%9achatgpt%e7%9a%84%e7%93%b6%e9%a2%88%e4%b8%8e%e8%a7%a3%e8%8d%af","status":"publish","type":"post","link":"\/blog\/archives\/2285","title":{"rendered":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f"},"content":{"rendered":"<div style=\"font-weight: 400;\">\n<p>\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e00\u76f4\u5b58\u5728\u7740\u5b66\u6d3e\u4e4b\u4e89\u3002<\/p>\n<p>\u66fe\u7ecf\uff0c\u201c\u5efa\u5236\u6d3e\u201d\u7684\u7b26\u53f7\u4e3b\u4e49 AI \u88ab\u770b\u4f5c\u201c\u552f\u4e00\u7684\u4e3b\u5bfc\u529b\u91cf\u201d\uff0c\u201c\u903b\u8f91\u9a71\u52a8\u201d\u7684\u4eba\u5de5\u667a\u80fd\u66fe\u4e3b\u5bb0\u6570\u5341\u5e74\uff1b\u53e6\u4e00\u6d3e\u5219\u662f\u4ee3\u8868\u7ecf\u9a8c\u4e3b\u4e49 AI \u7684\u6df1\u5ea6\u5b66\u4e60\uff0c\u4e0d\u8ffd\u6c42\u89e3\u91ca\u548c\u903b\u8f91\uff0c\u4ee5\u795e\u7ecf\u7f51\u7edc\u548c\u5927\u6570\u636e\u5f00\u542f\u201d\u66b4\u529b\u7f8e\u5b66\u201c\u7684\u5927\u95e8\u3002<\/p>\n<p>\u4ee5 GPT \u7cfb\u5217\u4e3a\u4ee3\u8868\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5c31\u662f\u8fd9\u6761\u201c\u66b4\u529b\u7f8e\u5b66\u201d\u8def\u7ebf\u7684\u4ea7\u7269\u3002\u8fd9\u6761\u8def\u73b0\u5728\u770b\u6765\u662f\u6210\u529f\u7684\uff0c\u4f46\u4e5f\u5b58\u5728\u4e00\u5b9a\u7684\u5c40\u9650\u6027\u3002<\/p>\n<p>\u4ece\u4eba\u5de5\u667a\u80fd\u8bde\u751f\u7684\u7b2c\u4e00\u5929\u8d77\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u4eec\u4e00\u76f4\u5728\u6bd4\u8f83\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u4ee3\u8868\u7684<strong>\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI<\/strong>\u00a0\u4e0e\u4ee5\u6570\u7406\u903b\u8f91\u4e3a\u4ee3\u8868\u7684<strong>\u7b26\u53f7\u4e3b\u4e49\u00a0AI\u00a0<\/strong>\u7684\u4f18\u52a3\u3002\u7b80\u5355\u6765\u8bf4\uff0c<strong>\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI\u00a0\u4e3b\u5f20\u901a\u8fc7\u5bf9\u5927\u91cf\u6570\u636e\u7684\u5b66\u4e60\u6765\u83b7\u53d6\u77e5\u8bc6\uff0c\u800c\u7b26\u53f7\u4e3b\u4e49\u00a0AI\u00a0\u5219\u5f3a\u8c03\u7cbe\u786e\u7684\u4efb\u52a1\u5b9a\u4e49\u548c\u4e25\u8c28\u7684\u6570\u5b66\u5de5\u5177\u3002<\/strong><\/p>\n<p>\u968f\u7740\u8fd1\u5341\u5e74\u7684\u7b97\u529b\u8fdb\u5316\uff0c\u795e\u7ecf\u7f51\u7edc\u8fd9\u4e00\u6700\u5178\u578b\u7684\u7ecf\u9a8c\u4e3b\u4e49 AI \u6a21\u578b\u5f97\u5230\u4e86\u98de\u901f\u7684\u53d1\u5c55\u3002\u7531\u4e8e\u65e0\u6cd5\u5339\u654c\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u975e\u7ed3\u6784\u5316\u4fe1\u606f\u7684\u80fd\u529b\u548c\u6cdb\u7528\u6027\u3001\u65e0\u6cd5\u751f\u6210\u975e\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u81ea\u7136\u8bed\u8a00\uff09\uff0c\u7b26\u53f7\u4e3b\u4e49 AI \u7684\u5b58\u5728\u611f\u548c\u5f71\u54cd\u529b\u5feb\u901f\u964d\u4f4e\u3002<\/p>\n<p>\u4f46\u662f\u5728\u6211\u770b\u6765\uff0c<strong>\u57fa\u4e8e\u7b26\u53f7\u548c\u903b\u8f91\u7684\u63a8\u7406 (reasoning) \u8fdc\u6bd4\u57fa\u4e8e\u7ecf\u9a8c\u548c\u6570\u636e\u7684\u611f\u77e5 (perception) \u590d\u6742\u3002\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI\u00a0\u53d1\u5c55\u7684\u9876\u70b9\uff0c\u6b63\u662f\u7b26\u53f7\u4e3b\u4e49\u00a0AI\u00a0\u5927\u653e\u5f02\u5f69\u7684\u8d77\u70b9\u3002<\/strong><\/p>\n<p>\u8457\u540d\u8bed\u8a00\u6a21\u578b\u6279\u8bc4\u8005 Gary Marcus \u535a\u58eb\u66fe\u9510\u8bc4\u9053\uff1a\u201c\u5927\u8bed\u8a00\u6a21\u578b\u6ca1\u6cd5\u505a\u4e00\u4e9b\u6709\u4e25\u683c\u5b9a\u4e49\u7684\u5de5\u4f5c\uff1a\u9075\u5b88\u56fd\u9645\u8c61\u68cb\u89c4\u5219\u3001\u4e94\u4f4d\u6570\u5b57\u76f8\u4e58\u3001\u5728\u5bb6\u8c31\u4e2d\u8fdb\u884c\u53ef\u9760\u7684\u63a8\u7406\u3001\u6bd4\u8f83\u4e0d\u540c\u7269\u4f53\u7684\u91cd\u91cf\u7b49\u7b49\u3002\u201d<\/p>\n<p>\u201c\u706b\u529b\u5168\u5f00\u201d\u7684 Marcus \u535a\u58eb\u6307\u51fa\u4e86\u76ee\u524d\u5927\u8bed\u8a00\u6a21\u578b\u5b58\u5728\u7684\u95ee\u9898\uff0c\u4f46\u662f\u8fd9\u4e2a\u95ee\u9898\u5e76\u975e\u6ca1\u6709\u89e3\u51b3\u65b9\u6cd5\uff0c\u6211\u8ba4\u4e3a\uff1a<strong>\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ea\u662f\u4e0d\u80fd\u901a\u8fc7\u751f\u6210\u6587\u672c\u505a\u6709\u4e25\u683c\u5b9a\u4e49\u7684\u5de5\u4f5c\u3002\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u751f\u6210\u00a0\u201c\u81ea\u7136\u8bed\u8a00\u5d4c\u5165\u5f0f\u7a0b\u5e8f\u201d\u00a0\uff08natural language embedded program, NLEP\uff09\u51c6\u786e\u5b8c\u6210\u4e0a\u8ff0\u5de5\u4f5c\u3002<\/strong><\/p>\n<p>NLEP \u662f\u6211\u4e0e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u3001\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08CUHK\uff09\u7814\u7a76\u56e2\u961f\u5171\u540c\u7814\u53d1\u7684<strong>\u4e00\u79cd\u517c\u987e\u7b26\u53f7\u63a8\u7406\u548c\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7684\u7a0b\u5e8f\u3002<\/strong>\u5b83\u5c06\u8bed\u8a00\u667a\u80fd\u62bd\u8c61\u4e3a\u300c\u201c\u601d\u7ef4\u201d\u7f16\u7a0b + \u7a0b\u5e8f\u6267\u884c\u300d\u4e24\u4e2a\u6b65\u9aa4\uff0c\u80fd\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u540c\u65f6\u5177\u6709\u751f\u6210\u81ea\u7136\u8bed\u8a00\u548c\u7cbe\u786e\u6267\u884c\u590d\u6742\u63a8\u7406\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/p>\n<p>\u5728\u4f20\u7edf\u8ba4\u77e5\u91cc\uff0c\u7b26\u53f7\u00a0AI\u00a0\u65e0\u6cd5\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e\u548c\u751f\u6210\u81ea\u7136\u8bed\u8a00\u3002<strong>\u800c\u00a0NLEP\u00a0\u7684\u65b9\u6cd5\u8bc1\u660e\uff0c\u7b26\u53f7\u00a0AI\u00a0\u53ef\u4ee5\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e\u3001\u81ea\u7136\u8bed\u8a00\uff0c\u8fd8\u53ef\u4ee5\u5f3a\u5316\u975e\u7ed3\u6784\u5316\u6570\u636e\u6df1\u5c42\u7684\u7ed3\u6784\u89c4\u5f8b\u548c\u63a8\u7406\u80fd\u529b\u3002<\/strong><\/p>\n<p>\u6216\u8bb8\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u7b26\u53f7\u4e3b\u4e49\u6709\u6f5c\u529b\u66ff\u4ee3\u7ecf\u9a8c\u4e3b\u4e49\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u4ece Marcus \u535a\u58eb\u7684\u9510\u8bc4\u51fa\u53d1\uff0c\u8ba8\u8bba\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<p><strong>\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI\u00a0\u96be\u4ee5\u7a81\u7834\u63a8\u7406\u7684\u74f6\u9888\uff1b<\/strong><\/p>\n<p><strong>\u6587\u672c\u5230\u601d\u7ef4\u7684\u62bd\u8c61\u3001\u601d\u7ef4\u7684\u7a0b\u5e8f\u5316\u8868\u793a\uff1b<\/strong><\/p>\n<p><strong>OpenAI \u4ee3\u7801\u89e3\u91ca\u5668\u7684\u5c40\u9650\uff1b<\/strong><\/p>\n<p><strong>NLEP\u00a0\u8303\u5f0f\u7684\u80fd\u529b\u4e0e\u4f18\u52bf\u3002<\/strong><\/p>\n<h3><strong>01 \u5927\u6a21\u578b\u4e0e\u9189\u9152\u7684\u4eba\u76f8\u4f3c<\/strong><\/h3>\n<p><strong>\u5f53\u524d\u6700\u5148\u8fdb\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5176\u5b9e\u4e0e\u9189\u9152\u7684\u4eba\u76f8\u4f3c\u3002<\/strong><\/p>\n<p>\u4ed6\u4eec\u90fd\u52aa\u529b\u4e0e\u4eba\u4e92\u52a8\u3001\u8ddf\u968f\u7b80\u5355\u6307\u4ee4\u751f\u6210\u4fe1\u606f\uff0c\u5c11\u6570\u8fd8\u8bd5\u56fe\u9a7e\u9a76\u4ea4\u901a\u5de5\u5177\u3002\u540c\u65f6\uff0c\u4ed6\u4eec\u4e5f\u90fd\u5e26\u6765\u4e86\u5546\u4e1a\u673a\u9047\u548c\u793e\u4f1a\u98ce\u9669\uff0c\u5e76\u53ef\u80fd\u5f15\u8d77\u5e7f\u6cdb\u8ba8\u8bba\u3002<\/p>\n<p>\u4eba\u7c7b\u8ba4\u77e5\u529f\u80fd\u4e0d\u5b8c\u6574\u65f6\uff08\u5982\u9189\u9152\u3001\u68a6\u5453\u3001\u75be\u75c5\u7b49\uff09\uff0c\u8bed\u8a00\u884c\u4e3a\u5f80\u5f80\u662f\u8131\u79bb\u903b\u8f91\u601d\u7ef4\u7684\u3002<\/p>\n<p><strong>\u8fd9\u65f6\uff0c\u4eba\u7c7b\u53ea\u662f\u4f9d\u8d56\u8bed\u8a00\u672c\u80fd\uff0c\u628a\u8f93\u5165\u4fe1\u53f7\u5f3a\u884c\u62fc\u51d1\u6210\u6709\u4e00\u5b9a\u8bed\u6cd5\u7ed3\u6784\u7684\u53e5\u5b50\uff08\u6587\u672c\u8865\u5168\uff09\u3002<\/strong>\u8868\u8fbe\u7684\u5185\u5bb9\u53ef\u80fd\u662f\u5982\u674e\u767d\u6597\u9152\u8bd7\u767e\u7bc7\u822c\u7684\u827a\u672f\u7470\u5b9d\uff0c\u4e5f\u53ef\u80fd\u53ea\u662f\u6beb\u65e0\u610f\u4e49\u7684\u80e1\u8a00\u4e71\u8bed\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u4eba\u7c7b\u5927\u8111\u8bed\u8a00\u533a\u57df\u7684\u53d1\u73b0\u6b63\u662f\u57fa\u4e8e\u4e34\u5e8a\u533b\u751f\u5bf9\u8ba4\u77e5\u529f\u80fd\u53d7\u635f\u3001\u4fdd\u7559\u4e86\u90e8\u5206\u8bed\u8a00\u80fd\u529b\u60a3\u8005\u7684\u7814\u7a76\u3002\u7c7b\u4f3c\u7684\u79d1\u5b66\u65b9\u6cd5\u4e5f\u88ab\u5927\u91cf\u5e94\u7528\u4e8e\u63a2\u7d22\u00a0AI\u00a0\u6a21\u578b\u884c\u4e3a\u548c\u89c4\u5f8b\u7684\u7814\u7a76\u4e2d\u3002<\/p>\n<p>\u968f\u7740\u7b97\u529b\u7684\u5feb\u901f\u53d1\u5c55\uff0cOpenAI \u7b49\u673a\u6784\u82b1\u8d39\u6570\u767e\u4ebf\u7f8e\u5143\u6784\u5efa\u4e86\u53c2\u6570\u91cf\u8fdc\u8d85\u4eba\u7c7b\u8bed\u8a00\u5668\u5b98\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u548c\u6587\u672c\u91cf\u8fdc\u8d85\u4eba\u7c7b\u9605\u8bfb\u6781\u9650\u7684\u8bad\u7ec3\u6570\u636e\uff0c<strong>\u4e3a\u4f53\u79ef\u8fdc\u5927\u4e8e\u4eba\u8111\u7684\u673a\u5668\u8d4b\u4e88\u4e86\u7c7b\u4f3c\u7684\u6587\u672c\u8865\u5168\u80fd\u529b\u3002<\/strong><\/p>\n<p>\u4f46\u6b64\u7c7b\u6a21\u578b\u751f\u6210\u7684\u7a76\u7adf\u662f \u201c\u8bed\u8a00\u201d \u8fd8\u662f \u201c\u68a6\u5453\u201d\uff1f<\/p>\n<p>\u8fd9\u4e2a\u95ee\u9898\u5df2\u7ecf\u5728\u5b66\u672f\u754c\u5f15\u8d77\u4e86\u6fc0\u70c8\u4e89\u8bba\u3002<strong>\u4e89\u8bba\u7684\u7ed3\u679c\u5173\u4e4e\u793e\u4f1a\u548c\u4e1a\u754c\u5bf9\u00a0AI\u00a0\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u7684\u8ba4\u53ef\u7a0b\u5ea6\u3002\u800c\u51b3\u5b9a\u7ed3\u679c\u7684\u5173\u952e\u5c31\u5728\u4e8e\u8bed\u8a00\u6a21\u578b\u662f\u5426\u5b58\u5728\u53ef\u63a7\u3001\u51c6\u786e\u7684\u601d\u7ef4\u80fd\u529b\u3002<\/strong><\/p>\n<p>\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e00\u6838\u5fc3\u95ee\u9898\uff0c\u8c37\u6b4c\u65d7\u4e0b\u7814\u7a76\u673a\u6784 DeepMind \u7684\u6700\u65b0\u8bba\u6587\u6307\u51fa\uff0c<strong>\u8bed\u8a00\u6a21\u578b\u672c\u8d28\u4e0a\u662f\u4fe1\u606f\u7684\u538b\u7f29\u6a21\u578b\u3002<\/strong><\/p>\n<p><strong>\u53ea\u8981\u6a21\u578b\u7684\u8868\u793a\u80fd\u529b\u8db3\u591f\u5f3a\uff08\u53c2\u6570\u91cf\u8db3\u591f\uff09\u3001\u88ab\u538b\u7f29\u7684\u8bad\u7ec3\u6570\u636e\u91cf\u8db3\u591f\u5927\uff0c\u8bed\u8a00\u6a21\u578b\u5c31\u80fd\u5728\u538b\u7f29\u4fe1\u606f\u7684\u8fc7\u7a0b\u4e2d\u62bd\u8c61\u51fa\u4e00\u5b9a\u7684\u601d\u7ef4\u80fd\u529b\uff0c\u5305\u62ec\u63a8\u7406\u3001\u8ba1\u7b97\u3001\u9884\u6d4b\u7b49\u7b49\u3002<\/strong><\/p>\n<p>\u6700\u5148\u8fdb\u7684\u8bed\u8a00\u6a21\u578b\uff08\u4f8b\u5982 GPT-4\uff09\u5c55\u73b0\u51fa\u7684\u56de\u7b54\u95ee\u9898\u3001\u8ddf\u968f\u6307\u4ee4\u3001\u7f16\u5199\u4ee3\u7801\u7684\u80fd\u529b\u663e\u7136\u65e9\u5df2\u8d85\u8d8a\u4e86\u4efb\u4f55\u4eba\u7c7b\u7684 \u201c\u68a6\u5453\u201d\u3002\u4f46\u5982\u679c\u8bf4 GPT-4 \u548c\u57fa\u4e8e GPT-4 \u7684\u79cd\u79cd Agent \u8db3\u591f\u53ef\u9760\uff0c\u4f3c\u4e4e\u4e3a\u65f6\u5c1a\u65e9\u3002<\/p>\n<p>GPT-4 \u662f\u6781\u7aef\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI\u00a0\u7684\u4ee3\u8868\uff1a\u628a\u4e16\u754c\u4e0a\u6240\u6709\u7684\u9ad8\u8d28\u91cf\u6587\u672c\u3001\u7a0b\u5e8f\u3001\u6570\u5b66\u3001\u5bf9\u8bdd\u6570\u636e\u538b\u7f29\u5230\u7b97\u529b\u5141\u8bb8\u7684\u6700\u5927\u6a21\u578b\u91cc\uff0c\u518d\u62bd\u8c61\u51fa\u8fd9\u4e00\u6280\u672f\u8def\u7ebf\u8574\u542b\u7684\u6700\u5f3a\u601d\u7ef4\u80fd\u529b\u3002\u5b83\u6ca1\u6709\u53ef\u9760\u63a8\u7406\u5f15\u64ce\u7684\u652f\u6491\uff0c\u5b8c\u5168\u4f9d\u8d56\u7b80\u5355\u7c97\u66b4\u3001\u7c7b\u4f3c\u201c\u6b7b\u8bb0\u786c\u80cc\u201d\u7684\u5927\u91cf\u8bad\u7ec3\u3002<strong>\u65e0\u8bba\u591a\u5c11\u8ba1\u7b97\u548c\u6570\u636e\u8d44\u6e90\uff0c\u90fd\u65e0\u6cd5\u63a9\u76d6\u548c\u5f25\u8865 GPT-4 \u672c\u8d28\u7684\u63a8\u7406\u7f3a\u9677\u3002<\/strong>\u5c31\u5982\u540c\u9152\u9a7e\u7684\u53f8\u673a\uff0c\u65e0\u8bba\u9152\u91cf\u591a\u597d\u3001\u591a\u4e48\u4fa5\u5e78\uff0c\u90fd\u65e0\u6cd5\u907f\u514d\u9152\u7cbe\u5bf9\u4eba\u53cd\u5e94\u548c\u5224\u65ad\u80fd\u529b\u7684\u672c\u8d28\u5371\u5bb3\u3002<\/p>\n<p>\u6b63\u5982\u4e0d\u540c\u7684\u4efb\u52a1\u5bf9\u4eba\u7684\u601d\u7ef4\u4e25\u8c28\u7a0b\u5ea6\u6709\u4e0d\u540c\u8981\u6c42\uff0c\u5f53\u524d\u7684\u8bed\u8a00\u6a21\u578b\u66f4\u9002\u7528\u4e8e\u80fd\u5bb9\u5fcd\u751a\u81f3\u6b22\u8fce\u4e00\u4e9b\u566a\u58f0\u7684\u5e94\u7528\u573a\u666f\uff0c\u4f46\u5728\u9700\u8981\u6267\u884c\u51c6\u786e\u3001\u53ef\u63a7\u7684\u590d\u6742\u63a8\u7406\u4efb\u52a1\u65f6\uff0c\u5176\u53ef\u9760\u6027\u6709\u6839\u672c\u7684\u7f3a\u9677\u3002GPT-4\u00a0\u751a\u81f3\u4f1a\u5728\u56de\u7b54\u4e00\u4e9b\u5e76\u4e0d\u590d\u6742\u7684\u95ee\u9898\u65f6\u751f\u6210\u81ea\u76f8\u77db\u76fe\u7684\u6587\u672c\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22851.png\" data-img-size-val=\"1080,579\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22852.png\" data-img-size-val=\"1080,499\" \/><\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u5434\u4e39\uff08U Thant\uff09\u662f\u7b2c\u4e00\u4f4d\u6765\u81ea\u4e8e\u4e9a\u6d32\u7684\u8054\u5408\u56fd\u79d8\u4e66\u957f\uff0c\u6f58\u57fa\u6587\uff08Ban Ki-moon\uff09\u662f\u7b2c\u4e8c\u4f4d\u6765\u81ea\u4e8e\u4e9a\u6d32\u7684\u8054\u5408\u56fd\u79d8\u4e66\u957f\uff0c\u4e0a\u56fe\u4e2d GPT-4 \u7684\u56de\u7b54\u5e76\u4e0d\u51c6\u786e\u3002<\/p>\n<p>\u80fd\u529b\u5982\u6b64\u5f3a\u5927\u7684\u00a0GPT-4\uff0c\u5374\u4f9d\u7136\u4f1a\u5728\u7b80\u5355\u7684\u95ee\u7b54\u4e2d\u751f\u6210\u81ea\u76f8\u77db\u76fe\u7684\u8bed\u8a00\uff0c\u8fd9\u4e5f\u4f50\u8bc1\u4e86\u73b0\u9636\u6bb5\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u7684\u4e0d\u53ef\u9760\u6027\u3002<\/p>\n<h3><strong>02 \u6587\u672c\u8865\u5168\u6a21\u578b\u7684\u74f6\u9888\u5c31\u5728\u6587\u672c<\/strong><\/h3>\n<p>\u4eba\u7c7b\u8fd0\u7528\u8bed\u8a00\u7684\u80fd\u529b\u53ef\u4ee5\u62bd\u8c61\u6210\u77e5\u8bc6\u3001\u63a8\u7406\u3001\u8ba1\u7b97\u4e09\u5927\u6a21\u5757\uff0c\u5e76\u4e14\u8bed\u8a00\u7edd\u5bf9\u4e0d\u7b49\u4e8e\u6587\u672c\u3002<\/p>\n<p>\u8bb8\u591a\u8bed\u8a00\u6a21\u578b\uff08\u6587\u672c\u8865\u5168\u6a21\u578b\uff09\u7684\u95ee\u9898\u96be\u4ee5\u89e3\u51b3\uff0c\u7edd\u975e\u6a21\u578b\u4e0d\u591f\u5f3a\u5927\uff0c<strong>\u800c\u662f\u56e0\u4e3a\u81ea\u7136\u8bed\u8a00\u6587\u672c\u662f\u601d\u7ef4\u7ed3\u679c\u7684\u8868\u8fbe\uff0c\u5e76\u4e0d\u662f\u601d\u7ef4\u8fc7\u7a0b\u7684\u8f7d\u4f53\u3002<\/strong><\/p>\n<p>\u6bd4\u5982\uff0c\u6211\u4eec\u60f3\u8981\u5b66\u597d\u7269\u7406\uff0c\u201c\u4e8b\u534a\u529f\u500d\u201d\u7684\u529e\u6cd5\u5c31\u9700\u8981\u4ece\u7269\u7406\u5b9a\u5f8b\u3001\u6c42\u89e3\u95ee\u9898\u3001\u8bbe\u8ba1\u5b9e\u9a8c\u7684\u601d\u8def\u51fa\u53d1\uff1b\u53cd\u4e4b\u201c\u4e8b\u500d\u529f\u534a\u201d\u7684\u529e\u6cd5\u5219\u662f\u6b7b\u8bb0\u786c\u80cc\u4e00\u767e\u672c\u7269\u7406\u4e60\u9898\u5374\u4e0d\u7406\u89e3\u725b\u987f\u5b9a\u5f8b\u3002\u91c7\u7528\u8fd9\u79cd\u65b9\u6cd5\u7684\u5b66\u4e60\u8005\u82b1\u8d39\u66f4\u591a\u7684\u65f6\u95f4\uff0c\u4f46\u8fd8\u662f\u65e0\u6cd5\u878d\u4f1a\u8d2f\u901a\u5730\u89e3\u51b3\u6ca1\u89c1\u8fc7\u7684\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u4e2a\u7f3a\u9677\u5e76\u4e0d\u662f\u89e3\u9898\u6a21\u578b\u2014\u2014\u4eba\u7c7b\u5927\u8111\u7684\u95ee\u9898\uff0c\u800c\u662f\u8bad\u7ec3\u6570\u636e\u7684\u7f3a\u9677\u2014\u2014\u95ee\u9898\u7684\u7b54\u6848\u53ea\u662f\u7269\u7406\u5b9a\u5f8b\u7684\u8868\u8c61\uff0c\u800c\u89e3\u9898\u601d\u7ef4\u4ee3\u8868\u7740\u5bf9\u7269\u7406\u5b9a\u5f8b\u7684\u76f4\u63a5\u5e94\u7528\u3002<\/p>\n<p>\u4e0d\u53ef\u5426\u8ba4\uff0c\u201c\u6b7b\u8bb0\u786c\u80cc\u201d\u662f\u5b9e\u73b0\u201c\u7b54\u5bf9\u8003\u9898\u201d\u7684\u6280\u672f\u8def\u7ebf\u4e4b\u4e00\u3002\u4e0e\u4e4b\u76f8\u4f3c\uff0c<strong>\u4f7f\u7528\u5927\u578b\u795e\u7ecf\u7f51\u7edc\u5728\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u5b66\u4e60\u6587\u672c\u8865\u5168\u80fd\u529b\uff0c\u4e5f\u662f\u5f53\u524d\u00a0AI\u00a0\u201c\u83b7\u5f97\u601d\u7ef4\u201d\u7684\u6280\u672f\u8def\u7ebf\u3002<\/strong><\/p>\n<p>\u867d\u7136\u5de8\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\u4e0e\u6570\u636e\u7684\u6295\u5165\u8ba9\u8fd9\u79cd\u6280\u672f\u8def\u7ebf\u53d6\u5f97\u4e86\u6210\u529f\uff0c\u4f46\u8bf8\u591a\u7684\u7814\u7a76\u548c\u5e94\u7528\u5df2\u7ecf\u8bc1\u660e\uff0c\u8fd9\u79cd\u6280\u672f\u8def\u7ebf\u7684\u53ef\u9760\u6027\u74f6\u9888\u4f1a\u5e26\u6765\u8bf8\u591a\u6311\u6218\uff1a<strong>\u81c6\u60f3\u3001\u63a8\u7406\u80fd\u529b\u6709\u9650\u3001\u9690\u79c1\u6cc4\u9732\u3001\u5408\u89c4\u95ee\u9898\u7b49\u7b49\u3002<\/strong><\/p>\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a<strong>\u53ef\u4ee5\u5904\u7406\u4e0d\u5b58\u5728\u4e8e\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u65b0\u95ee\u9898\uff0c\u4f46\u4e5f\u4f1a\u5728\u5176\u4e0d\u77e5\u60c5\u7684\u60c5\u51b5\u4e0b\uff0c\u8f93\u51fa\u9519\u8bef\u7684\u63a8\u7406\u7ed3\u679c\u3002<\/strong><\/p>\n<p>\u4f5c\u4e3a\u901a\u8fc7\u538b\u7f29\u6587\u672c\u63d0\u70bc\u601d\u7ef4\u7684\u9ed1\u76d2\u6a21\u578b\uff0c\u5176\u77e5\u8bc6\u3001\u601d\u7ef4\u3001\u63a8\u7406\u80fd\u529b\u90fd\u50a8\u5b58\u5728\u795e\u7ecf\u7f51\u7edc\u7684\u6743\u91cd\u4e2d\u3002AI\u00a0\u7684\u4f18\u52bf\u548c\u4e0d\u8db3\u90fd\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n<p>\u62bd\u53d6\u771f\u5b9e\u6216\u5931\u5b9e\u7684\u77e5\u8bc6\u548c\u4fe1\u606f\uff1b<\/p>\n<p>\u89c4\u5212\u975e\u7ed3\u6784\u5316\u7684\u63a8\u7406\u6d41\u7a0b\uff1b<\/p>\n<p>\u7531\u6a21\u578b\u6267\u884c\u6709\u8bef\u5dee\u7684\u8ba1\u7b97\u3002<\/p>\n<p>\u7531\u4e8e\u4ee5\u4e0a\u4e09\u4e2a\u6a21\u5757\u90fd\u6709\u53ef\u80fd\u51fa\u9519\uff0c\u5927\u6a21\u578b\u7684\u884c\u4e3a\u96be\u4ee5\u9a8c\u8bc1\u3001\u89e3\u91ca\u3001\u63a7\u5236\u3001\u6539\u8fdb\u3002<\/p>\n<p>\u9488\u5bf9\u201c\u5728\u7f8e\u56fd\uff0c\u54ea\u79cd\u65b0\u51a0\u75c5\u6bd2\u9020\u6210\u4e86\u6700\u9ad8\u7684\u00a0ICU\u00a0\u5360\u7528\u91cf\u201d\u8fd9\u4e2a\u95ee\u9898\uff0cGPT-4\u6a21\u578b\u7684\u56de\u7b54\u662f\u201c\u5fb7\u5c14\u5854\u53d8\u79cd\u5bfc\u81f4\u7684 ICU \u5360\u7528\u91cf\u6700\u9ad8\u201d\u3002<\/p>\n<p>\u90a3\u771f\u5b9e\u7684\u60c5\u51b5\u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u5728\u00a011\u00a0\u6708\u00a06\u00a0\u65e5\u7684\u00a0OpenAI\u00a0\u5f00\u53d1\u65e5\u524d\uff0c\u6ca1\u6709\u641c\u7d22\u5f15\u64ce\u589e\u5f3a\u7684\u00a0GPT-4\u00a0\u6a21\u578b\u4f1a\u7ed9\u51fa\u5b9a\u6027\u7684\u56de\u7b54\u548c\u89e3\u91ca\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22853.png\" data-img-size-val=\"1080,737\" \/><\/p>\n<p>\u5f00\u53d1\u65e5\u540e\u7684 GPT-4 \u7cfb\u7edf\u9ed8\u8ba4\u8c03\u7528\u5fc5\u5e94\u641c\u7d22\u5f15\u64ce\uff0c\u4f1a\u57fa\u4e8e\u641c\u7d22\u7ed3\u679c\u7ed9\u51fa\u6570\u636e\u3001\u4f5c\u51fa\u4e00\u5b9a\u89e3\u91ca\u548c\u53c2\u8003\u8d44\u6599\u5f15\u7528\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22854.png\" data-img-size-val=\"1080,772\" \/><\/p>\n<p>\u4e2d\u6587\u7ffb\u8bd1\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22855.png\" data-img-size-val=\"1080,498\" \/><\/p>\n<p>\u83b7\u5f97\u641c\u7d22\u589e\u5f3a\u7684 ChatGPT \u751f\u6210\u4e86\u66f4\u6709\u8bf4\u670d\u529b\u3001\u6587\u672c\u66f4\u4e13\u4e1a\u7684\u56de\u590d\u3002\u5c24\u5176\u662f\u5728\u5176\u4e2d\u4e09\u5904\u5f15\u7528\u4e86\u53c2\u8003\u8d44\u6599\u7f51\u5740\uff0c\u66f4\u52a0\u63d0\u9ad8\u4e86\u7528\u6237\u9605\u8bfb\u7b54\u6848\u540e\u7684\u6ee1\u610f\u5ea6\uff08\u548c\u88ab\u8bef\u5bfc\u7684\u53ef\u80fd\u6027\uff09\u3002<\/p>\n<p>\u9057\u61be\u7684\u662f\uff0c ChatGPT \u7684\u7528\u6237\u5f88\u96be\u9a8c\u8bc1\u7b54\u6848\u7684\u6b63\u786e\u6027\u3002\u4e8b\u5b9e\u4e0a\uff0c\u91cd\u590d\u95ee\u6700\u65b0\u7684\uff082023 \u5e74 11 \u6708 13 \u65e5\uff09\u3001\u641c\u7d22\u5f15\u64ce\u52a0\u6301\u7684\u00a0GPT-4\u00a0\u540c\u6837\u7684\u95ee\u9898\uff0c\u5b83\u8fd8\u4f1a\u751f\u6210\u5404\u79cd\u4e0d\u540c\u7684\u56de\u7b54:<\/p>\n<p>\u56de\u7b54 a\uff1a\u201c\u5965\u5bc6\u514b\u620e\u53d8\u5f02 \u2013 \u5360\u7528\u4e86\u9ad8\u8fbe 30.4% \u7684 ICU \u75c5\u5e8a\u3002\u201d<\/p>\n<p>\u56de\u7b54 b\uff1a\u201c\u867d\u7136\u611f\u67d3\u4e86\u5fb7\u5c14\u5854\u53d8\u5f02\u7684\u75c5\u4eba\u6700\u591a\u5360\u7528\u4e86 31% \u7684 ICU \u75c5\u5e8a\uff0c\u4f46\u5965\u5bc6\u514b\u620e\u75c5\u4eba\u5360\u7528\u4e86\u66f4\u591a\u3002\u201d<\/p>\n<p>\u56de\u7b54 c\uff1a\u201c\u597d\u50cf\u4e0d\u662f\u5965\u5bc6\u514b\u620e\u53d8\u5f02\uff0c\u597d\u50cf\u662f\u5fb7\u5c14\u5854\u53d8\u5f02\u3002\u201d<\/p>\n<p>\u867d\u7136\u5728\u4e0d\u540c\u5c1d\u8bd5\u4e2d\u00a0GPT-4\u00a0\u7684\u56de\u7b54\u81ea\u76f8\u77db\u76fe\uff0c<strong>\u4f46\u662f\u6bcf\u4e00\u6b21\u56de\u7b54\u751f\u6210\u7684\u6587\u672c\u770b\u8d77\u6765\u90fd\u5f88\u6b63\u5f0f\u3001\u5ba2\u89c2\u3001\u6709\u8bf4\u670d\u529b\u3001\u751a\u81f3\u9644\u5e26\u641c\u7d22\u5f15\u64ce\u7ed9\u51fa\u7684\u53c2\u8003\u6587\u732e\u3002<\/strong>\u672a\u7ecf\u591a\u6b21\u9a8c\u8bc1\u7b54\u6848\u7684\u8bfb\u8005\u5f88\u5bb9\u6613\u53d7\u5230\u8bef\u5bfc\u3002<\/p>\n<p>\u8bed\u8a00\u6a21\u578b\u7684\u8fd9\u79cd\u80fd\u529b\u975e\u5e38\u9002\u5408\u4e8e\u521b\u4f5c\u548c\u60f3\u8c61\uff1a\u7ed9\u4e00\u4e2a\u6807\u9898\uff0c\u5199\u4e09\u4e2a\u5c0f\u6545\u4e8b\u4e4b\u7c7b\u7684\u4efb\u52a1\u5bf9\u4e8e ChatGPT \u800c\u8a00\u6070\u5230\u597d\u5904\u3002\u4f46\u9057\u61be\u7684\u662f\uff0c<strong>\u8fd9\u79cd\u4e0d\u53ef\u63a7\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u5728\u56de\u7b54\u9700\u8981\u4e25\u8c28\u63a8\u7406\u7684\u95ee\u9898\u65f6\u5e94\u8be5\u88ab\u5c3d\u91cf\u907f\u514d\u3002<\/strong><\/p>\n<p>\u66f4\u9057\u61be\u7684\u662f\uff0c\u867d\u7136\u7ed9\u4e86\u00a0GPT-4\u00a0\u591a\u6b21\u5c1d\u8bd5\u7684\u673a\u4f1a\u751a\u81f3\u641c\u7d22\u5f15\u64ce\u7684\u52a0\u6301\uff0c\u4e0a\u8ff0\u65b0\u8001\u00a0GPT-4\u00a0\u731c\u6d4b\u7684\u7b54\u6848\u4e2d\u6ca1\u6709\u4e00\u4e2a\u662f\u6b63\u786e\u7684\u3002<\/p>\n<p>\u6839\u636e\u6743\u5a01\u7edf\u8ba1\u673a\u6784\u6570\u636e\u770b\u4e16\u754c\uff08Our World in Data\uff09\u4fe1\u606f\uff0c\u7f8e\u56fd\u56e0\u65b0\u51a0\u75c5\u6bd2\u5bfc\u81f4\u7684 ICU \u75c5\u5e8a\u65e5\u5360\u7528\u91cf\u5cf0\u503c\u5e94\u53d1\u751f\u5728 2020 \u5e74\u51ac\u5929\u963f\u5c14\u6cd5\u53d8\u5f02\u6d41\u884c\u671f\u95f4\u3002GPT-4\u00a0\u57fa\u4e8e\u5fc5\u5e94\u641c\u7d22\u5f15\u64ce\u63d0\u4f9b\u7684\u5927\u91cf\u201c\u6bd4\u8f83\u5fb7\u5c14\u5854\u4e0e\u5965\u5bc6\u514b\u620e\u53d8\u79cd\u75c5\u6bd2\u201d\u7684\u6587\u7ae0\u5f97\u51fa\u201c\u5fb7\u5c14\u5854\u6216\u5965\u5bc6\u514b\u620e\u53d8\u5f02\u9020\u6210\u4e86\u6700\u9ad8\u7684 ICU \u75c5\u5e8a\u5360\u7528\u91cf\u201d\u662f\u4e0d\u51c6\u786e\u7684\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22856.png\" data-img-size-val=\"1080,761\" \/><\/p>\n<p>\u90a3\u4e48\uff0cGPT-4\u00a0\u5728\u77e5\u8bc6\u3001\u63a8\u7406\u3001\u8ba1\u7b97\u7684\u54ea\u4e00\u6b65\u51fa\u73b0\u4e86\u9519\u8bef\uff1f\u662f\u641c\u7d22\u7684\u6570\u636e\u51fa\u4e86\u95ee\u9898\uff0c\u8fd8\u662f\u5bf9\u4e8e\u4e09\u4e2a\u5cf0\u503c\u6bd4\u8f83\u5927\u5c0f\u7684\u8fd0\u7b97\u51fa\u4e86\u95ee\u9898\uff1f\u7528\u6237\u5e76\u4e0d\u4e86\u89e3\u3002<\/p>\n<p>\u5728\u4e0a\u8ff0\u4f8b\u5b50\u4e2d\uff0cGPT-4\u00a0\u7684\u53ef\u89e3\u91ca\u6027\u548c\u53ef\u9760\u6027\u90fd\u4f1a\u53d7\u5230\u8d28\u7591\u3002\u4e3a\u4e86\u6539\u8fdb\u8bed\u8a00\u6a21\u578b\u7684\u4e8b\u5b9e\u6027\u3001\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u63a7\u6027\u548c\u53ef\u9760\u6027\uff0cOpenAI\u3001Meta\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u3001\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08CUHK\uff09\u3001\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u3001\u6ed1\u94c1\u5362\u5927\u5b66\u7b49\u673a\u6784\u7684\u7814\u7a76\u4eba\u5458\u5206\u522b\u63d0\u51fa\u4e86\u4e0d\u540c\u7684\u57fa\u4e8e\u7f16\u7a0b\u8bed\u8a00\u4ee5\u53ca\u7a0b\u5e8f\u89e3\u91ca\u5668\u589e\u5f3a\u7684\u6280\u672f\u65b9\u6848\u3002<\/p>\n<p>\u5176\u4e2d\uff0c\u6bd4\u8f83\u5e7f\u4e3a\u4eba\u77e5\u7684\u65b9\u6848\u662f OpenAI \u5f00\u53d1\u7684 ChatGPT \u4ee3\u7801\u89e3\u91ca\u5668\u548c Meta \u63d0\u51fa\u7684 Toolformer \u6a21\u578b\u3002\u5b83\u4eec\u5728\u6587\u672c\u751f\u6210\u7684\u8fc7\u7a0b\u4e2d\u5c06\u4e00\u90e8\u5206\u5185\u5bb9\u201c\u5916\u5305\u201d\u7ed9\u7a0b\u5e8f\u6216\u00a0API\uff0c\u4f8b\u5982\u6570\u5b66\u8fd0\u7b97\u3002<\/p>\n<p>\u4ee3\u7801\u89e3\u91ca\u5668\u6216\u8005\u53ef\u9760\u00a0API\u00a0\u80fd\u591f\u4fdd\u8bc1\u5728\u8f93\u5165\u6b63\u786e\u7684\u60c5\u51b5\u4e0b\u6c38\u8fdc\u8ba1\u7b97\u51fa\u4e00\u81f4\u3001\u6b63\u786e\u7684\u7ed3\u679c\uff0c\u5e76\u5c06\u7ed3\u679c\u8fd4\u56de\u5230\u8bed\u8a00\u6a21\u578b\u751f\u6210\u7684\u5185\u5bb9\u91cc\uff0c\u6bd4\u5982\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22857.png\" data-img-size-val=\"1080,792\" \/><\/p>\n<p>\u6700\u540e\u7684\u603b\u5206\u662f\u7531\u4e00\u6bb5 python \u4ee3\u7801\u8ba1\u7b97\u5f97\u5230\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22858.png\" data-img-size-val=\"1006,688\" \/><\/p>\n<p>\u867d\u7136\u201c\u5916\u5305\u201d\u4e86\u4e00\u90e8\u5206\u63a8\u7406\u4efb\u52a1\u7ed9\u53ef\u9760\u7684\u4ee3\u7801\u89e3\u91ca\u5668\uff0cChatGPT \u7684\u4e3b\u5e72\u4ecd\u7136\u662f\u81ea\u7136\u8bed\u8a00\u3002\u4e0a\u8ff0\u4f8b\u5b50\u53ea\u5728\u6700\u540e\u4e00\u6b65\u8ba1\u7b97\u603b\u5206\u65f6\u8c03\u7528\u4e86\u4ee3\u7801\u89e3\u91ca\u5668\uff0c\u800c\u6b65\u9aa4\u00a03\u00a0\u4e2d \u201c30\u00a0\u5206\u201d \u7684\u4e2d\u95f4\u7ed3\u679c\u4ecd\u7136\u662f\u7531\u81ea\u7136\u8bed\u8a00\u5b8c\u6210\u7684\u63a8\u7406\u3002<\/p>\n<p>\u6700\u65b0\u7684\u7814\u7a76\u8868\u660e\uff0c\u5728\u5f88\u591a\u4efb\u52a1\u4e0a ChatGPT\u00a0\u8d1f\u8d23\u8c03\u7528\u4ee3\u7801\u89e3\u91ca\u5668\u7684\u6570\u636e\u5206\u6790(Data Analysis) Agent\u00a0\u4ecd\u4e0d\u80fd\u53d6\u5f97\u51c6\u786e\u7684\u63a8\u7406\u6548\u679c\u3002\u6bd4\u5982\uff0c\u5b83\u62d2\u7edd\u7528\u4ee3\u7801\u89e3\u51b3\u4e00\u4e9b\u975e\u7ed3\u6784\u5316\u95ee\u9898\u4e2d\u7684\u7ed3\u6784\u5316\u63a8\u7406\u4efb\u52a1\uff0c\u56e0\u6b64\u5f97\u5230\u9519\u8bef\u7684\u7ed3\u679c\uff1a<\/p>\n<div id=\"safari-reader-element-marker\" style=\"position: relative; top: 50%;\"><\/div>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/22859.png\" data-img-size-val=\"1080,952\" \/><\/p>\n<p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u7684\u95ee\u9898\u662f\u201c\u6709\u51e0\u4f4d\u8054\u5408\u56fd\u79d8\u4e66\u957f\u4e0d\u662f\u6765\u81ea\u6b27\u6d32\uff1f\u201d\u867d\u7136\u4f7f\u7528\u4e86 ChatGPT \u7684\u6570\u636e\u5206\u6790 agent\uff0c\u4f46\u5b83\u62d2\u7edd\u4f7f\u7528\u4ee3\u7801\u5206\u6790\uff0c\u800c\u662f\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u201c\u6577\u884d\u4e86\u4e8b\u201d\u3002\u8fd9\u4e5f\u5c31\u9020\u6210\u4e86\uff0c\u867d\u7136\u00a0GPT-4\u00a0\u751f\u6210\u4e86\u6b63\u786e\u7684\u4eba\u7269\u5217\u8868\u53ca\u56fd\u7c4d\uff0c\u6700\u540e\u7684\u8ba1\u6570\u5374\u6f0f\u4e86\u6765\u81ea\u4e9a\u6d32\u7684\u6f58\u57fa\u6587\u79d8\u4e66\u957f\u3002<\/p>\n<p>\u8fd9\u91cc\u6b63\u786e\u7b54\u6848\u5e94\u4e3a 5 \u4f4d\u8054\u5408\u56fd\u79d8\u4e66\u957f\u6765\u81ea\u6b27\u6d32\uff0c\u800c ChatGPT\u00a0\u6570\u636e\u5206\u6790\u00a0Agent\u00a0\u5077\u5de5\u51cf\u6599\u63a8\u7406\u5f97\u5230\u7684\u7ed3\u679c\u662f 4 \u4f4d\u3002<\/p>\n<h3><strong>03 NLEP\u65b9\u6848\uff1a\u7b26\u53f7\u4e3b\u4e49AI\u7684\u6781\u81f4\u5c1d\u8bd5<\/strong><\/h3>\n<p><strong>NLEP \u662f\u4e00\u79cd\u540c\u65f6\u63d0\u9ad8\u81ea\u7136\u8bed\u8a00\u3001\u7b26\u53f7\u63a8\u7406\u80fd\u529b\u7684\u795e\u7ecf\u7b26\u53f7 (neuro-symbolic) \u65b9\u6cd5\u3002<\/strong><\/p>\n<p>\u9488\u5bf9 ChatGPT \u4ee3\u7801\u89e3\u91ca\u5668\u7684\u79cd\u79cd\u75db\u70b9\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u548c\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff08CUHK\uff09\u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u4e2a\u5927\u80c6\u7684\u5047\u8bbe\uff1a<strong>\u201c\u54ea\u91cc\u6709\u81ea\u7136\u8bed\u8a00\uff0c\u54ea\u91cc\u5c31\u6709\u4e0d\u4e25\u8c28\u7684\u601d\u7ef4\u3002\u201d<\/strong><\/p>\n<p>\u57fa\u4e8e\u8fd9\u79cd\u5047\u8bbe\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u72ec\u7279\u7684\u8bed\u8a00\u751f\u6210\u65b9\u6848\uff1anatural language embedded program (NLEP\uff0c\u81ea\u7136\u8bed\u8a00\u5d4c\u5165\u5f0f\u7a0b\u5e8f)\u3002<\/p>\n<p>OpenAI \u91c7\u53d6\u4e86\u201c\u6587\u672c\u8865\u5168+\u4ee3\u7801\u89e3\u91ca\u5668\u63d2\u4ef6\u201d\u7684\u8303\u5f0f\uff0c\u5728\u81ea\u7136\u8bed\u8a00\u4e2d\u5fc5\u8981\u5904\u6dfb\u52a0\u4ee3\u7801\u548c\u63d2\u4ef6\u7684\u8c03\u7528\u3002NLEP \u5219\u901a\u8fc7\u751f\u6210\u53ef\u4e00\u952e\u8fd0\u884c\u7684\u7a0b\u5e8f\u89e3\u51b3\u4e00\u5207\u81ea\u7136\u8bed\u8a00\u3001\u6570\u5b66\u3001\u7b26\u53f7\u63a8\u7406\u3001\u7f16\u7a0b\u95ee\u9898\uff0c\u53ea\u5728\u7a0b\u5e8f\u4e2d\u5fc5\u8981\u7684\u5730\u65b9\u5d4c\u5165\u81ea\u7136\u8bed\u8a00\u3002<\/p>\n<p>\u5728\u5b8c\u6210\u7a0b\u5e8f\u751f\u6210\u540e\uff0c\u70b9\u51fb\u201c\u8fd0\u884c\u201d\u6309\u94ae\uff0c\u7531\u7a0b\u5e8f\u6253\u5370\u51fa\u81ea\u7136\u8bed\u8a00\u7684\u56de\u7b54\u3002\u4f8b\u5982\u5728\u4e4b\u524d\u7684\u8054\u5408\u56fd\u79d8\u4e66\u957f\u8ba1\u6570\u95ee\u9898\u4e2d\uff0cNLEP \u751f\u6210\u7684\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/228510.png\" data-img-size-val=\"1080,676\" \/><\/p>\n<p>\u5728\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230\uff0c\u8bed\u8a00\u6a21\u578b\u751f\u6210\u4e86\u4e00\u6bb5\u9010\u6b65\u89e3\u51b3\u95ee\u9898\u7684\u7a0b\u5e8f\uff1a\u5b9a\u4e49\u7ed3\u6784\u5316\u77e5\u8bc6\u3001\u5b9e\u73b0\u8ba1\u7b97\u7ed3\u679c\u7684\u51fd\u6570\u3001\u6253\u5370\u81ea\u7136\u8bed\u8a00\u56de\u590d\u3002\u5b8c\u6210\u7a0b\u5e8f\u7684\u751f\u6210\u540e\uff0c\u8fd0\u884c\u5b8c\u6574\u7684\u7a0b\u5e8f\uff0c\u5373\u53ef\u5f97\u5230\u6b63\u786e\u7684\u7ed3\u679c\u3002\u5728\u4e94\u6b21\u72ec\u7acb\u91cd\u590d\u5b9e\u9a8c\u4e2d\uff0c GPT-4\u00a0API\u00a0\u7684\u6b63\u786e\u7387\u4e3a 40%\uff0cChatGPT \u4ee3\u7801\u89e3\u91ca\u5668\u7684\u6b63\u786e\u7387\u4e3a 60%\uff0c\u800c NLEP \u7684\u6b63\u786e\u7387\u4e3a 100%\u3002<\/p>\n<p>NLEP \u4e0e ChatGPT \u4ee3\u7801\u89e3\u91ca\u5668\u76f8\u6bd4\u6709\u663e\u8457\u7684\u533a\u522b\uff1a<\/p>\n<p><strong>ChatGPT\u00a0\u4ee5\u81ea\u7136\u8bed\u8a00\u6587\u672c\u4e3a\u4e3b\u5e72\u56de\u590d\u7528\u6237\u8f93\u5165\u3002<\/strong>\u5728\u751f\u6210\u67d0\u4e2a\u8bcd\u7684\u65f6\u5019\u5207\u6362\u5230\u4ee3\u7801\u8fd0\u884c\uff0c\u518d\u5c06\u4ee3\u7801\u8fd0\u884c\u7ed3\u679c\u6dfb\u52a0\u5230\u751f\u6210\u7684\u5185\u5bb9\u91cc\uff0c\u7136\u540e\u7ee7\u7eed\u751f\u6210\u6587\u672c\uff1b<strong>\u800c\u00a0NLEP\u00a0\u4ee5\u7a0b\u5e8f\u4e3a\u4e3b\u5e72\uff0c\u9996\u5148\u751f\u6210\u5b8c\u6574\u7684\u7a0b\u5e8f\uff0c\u7136\u540e\u6267\u884c\u7a0b\u5e8f\u3001\u6253\u5370\u51fa\u5305\u542b\u81ea\u7136\u8bed\u8a00\u6587\u672c\u3001\u56fe\u8868\u7b49\u8981\u7d20\u7684\u56de\u590d\u3002<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/228511.png\" data-img-size-val=\"1080,426\" \/><\/p>\n<p><strong>\u540c\u65f6\uff0cNLEP \u7684\u7f16\u7a0b\u8bed\u8a00\u6846\u67b6\u4e5f\u53ef\u4ee5\u6bd4\u81ea\u7136\u8bed\u8a00\u6846\u67b6\u66f4\u81ea\u7136\u5730\u94fe\u63a5\u6570\u636e\u3002<\/strong><\/p>\n<p>\u76f8\u6bd4\u4e8e\u81ea\u7136\u8bed\u8a00\u6846\u67b6\uff0cNLEP \u4f5c\u4e3a\u5b8c\u6574\u7684\u53ef\u8fd0\u884c\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u66f4\u81ea\u7136\u5730\u94fe\u63a5\u77e5\u8bc6\u5e93\u548c\u6570\u636e\u5e93\u3002NLEP \u53ef\u4ee5\u51c6\u786e\u8c03\u7528\u8c37\u6b4c\u77e5\u8bc6\u56fe\u8c31\u91cc\u7684\u771f\u5b9e\u6570\u636e\uff0c\u56de\u7b54\u6b64\u524d\u201c\u54ea\u4e2a\u65b0\u51a0\u53d8\u79cd\u5bfc\u81f4\u4e86\u6700\u9ad8\u7684 ICU \u65e5\u5360\u7528\u7387\u201d\u7684\u95ee\u9898\u5e76\u63d0\u4f9b\u6570\u636e\u53ef\u89c6\u5316\u4f5c\u4e3a\u89e3\u91ca\uff1a<\/p>\n<p>NLEP \u7684\u56de\u7b54\u662f\u201cThe COVID variant caused the highest daily ICU occupation in United States is Alpha (\u5728\u7f8e\u56fd\u9020\u6210\u6700\u9ad8 ICU \u5360\u7528\u7684\u65b0\u51a0\u75c5\u6bd2\u53d8\u79cd\u662f\u963f\u5c14\u6cd5).\u201d\u5e76\u4ee5\u6b64\u751f\u6210\u51fa\u81ea\u52a8\u53ef\u89c6\u5316\u6570\u636e\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/228512.png\" data-img-size-val=\"987,590\" \/><\/p>\n<p>\u4ee5\u4e0a\u529f\u80fd\u7531 NLEP \u7684\u751f\u6210\u5de5\u5177 LangCode \u5b9e\u73b0\u3002<\/p>\n<p><strong>\u6b64\u5916\uff0cNLEP \u8fd8\u53ef\u4ee5\u81ea\u52a8\u751f\u6210\u7ed3\u6784\u5316 Agent\u3002<\/strong><\/p>\n<p><strong>NLEP \u4e0e ChatGPT \u7684\u672c\u8d28\u533a\u522b\u5728\u4e8e\u662f\u5426\u91c7\u7528\u7ed3\u6784\u5316\u7684\u8bed\u8a00\u751f\u6210\u6846\u67b6\u3002<\/strong>ChatGPT \u4ee5\u975e\u7ed3\u6784\u5316\u7684\u81ea\u7136\u8bed\u8a00\u6587\u672c\u8865\u5168\u4e3a\u57fa\u672c\u8303\u5f0f\u3002\u56e0\u6b64\u5728\u4e0a\u5468\u7684 OpenAI \u5f00\u53d1\u65e5\uff0cOpenAI \u516c\u5e03\u7684 GPT store \u4e5f\u66f4\u591a\u96c6\u4e2d\u4e8e\u975e\u7ed3\u6784\u5316\u7684 agent\uff0c\u5373 chatbot \u7684\u81ea\u52a8\u642d\u5efa\u3002<\/p>\n<p>\u800c\u65e9\u5728 OpenAI \u516c\u5e03 GPT store\u00a0\u4e00\u4e2a\u6708\u524d\uff0c\u6211\u4eec\u5c31\u5229\u7528\u878d\u5408\u4e86\u7b26\u53f7\u3001\u7ed3\u6784\u3001\u81ea\u7136\u8bed\u8a00\u7684\u80fd\u529b\u7684\u00a0NLEP\u00a0\u4e3a Anchoring\u00a0AI\u00a0\u5e73\u53f0\u5b9e\u73b0\u4e86\u81ea\u52a8\u751f\u6210\u7ed3\u6784\u5316 Agent \u7684\u529f\u80fd\u3002<\/p>\n<p>\u5982\u56fe\u6240\u793a\uff0cAnchoring\u00a0AI\u00a0Agent \u53ef\u4ee5\u670d\u52a1\u7ed3\u6784\u5316\u7684\u8f93\u5165\u548c\u8f93\u51fa\u3002\u5176\u63a8\u7406\u8fc7\u7a0b\u3001\u81ea\u52a8\u751f\u6210\u7684\u63d0\u793a\u4fe1\u606f\u4e5f\u663e\u793a\u5728\u81ea\u52a8\u751f\u6210\u7684\u72ec\u7acb\u6a21\u5757\u4e2d\uff0c\u900f\u660e\u53ef\u63a7\u3001\u6e05\u6670\u51c6\u786e\uff0c\u4fbf\u4e8e\u56e2\u961f\u534f\u4f5c\u5f00\u53d1AI\u5e94\u7528\u3002<\/p>\n<p>\u5982 GPTs Agent:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/228513.png\" data-img-size-val=\"1031,843\" \/><\/p>\n<p>\u4ee5\u53ca\u6839\u636e\u4e00\u53e5\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u81ea\u52a8\u751f\u6210\u7684Anchoring.ai Agent:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/228514.png\" data-img-size-val=\"932,795\" \/><\/p>\n<h3><\/h3>\n<h3><strong>04 \u7b26\u53f7\u4e3b\u4e49\u7ec8\u5c06\u201c\u63a5\u68d2\u201d<\/strong><\/h3>\n<p>\u7ecf\u9a8c\u4e3b\u4e49\u4e0e\u7b26\u53f7\u4e3b\u4e49AI\u4e89\u8bae\u7eb7\u6270\u516d\u5341\u4f59\u5e74\uff0c\u5176\u6838\u5fc3\u77db\u76fe\u5728\u4e8e\uff1a<strong>\u7ecf\u9a8c\u4e3b\u4e49\u00a0AI\u00a0\u4fa7\u91cd\u5f3a\u5927\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u800c\u7b26\u53f7\u4e3b\u4e49AI\u4fa7\u91cd\u7cbe\u786e\u5730\u63a8\u7406\u80fd\u529b\u3002<\/strong><\/p>\n<p>\u8fd1\u4e8c\u5341\u5e74\u6765\uff0c\u62d4\u5730\u800c\u8d77\u3001\u7c97\u653e\u589e\u957f\u7684 AI \u7814\u7a76\u548c\u4ea7\u4e1a\u5f3a\u8c03\u6269\u5c55 AI \u7684\u5e94\u7528\u573a\u666f\u3002\u56e0\u6b64\uff0c\u6cdb\u5316\u80fd\u529b\u6210\u4e3a\u4e86\u8fd1\u5341\u5e74 AI \u7684\u4e3b\u9898\u3002\u5c24\u5176\u5728 ChatGPT \u6a2a\u7a7a\u51fa\u4e16\u7684 2022 \u5e74\u5e95\uff0c\u7ecf\u9a8c\u4e3b\u4e49 AI \u53d1\u5c55\u5230\u4e86\u6781\u81f4\uff1aGPT \u6a21\u578b\u6709\u7740\u6781\u5f3a\u7684\u6cdb\u5316\u6027\u80fd\uff0c\u80fd\u591f\u5904\u7406\u975e\u5e38\u5e7f\u6cdb\u7684\u6570\u636e\u548c\u5e94\u7528\u3002<\/p>\n<p>\u4f46\u5728\u540e GPT-4 \u65f6\u4ee3\uff0cAI \u7684\u7c97\u653e\u589e\u957f\u4f1a\u8fc5\u901f\u6765\u5230\u74f6\u9888\u671f\uff0c\u8f6c\u800c\u8fdb\u5165\u7cbe\u76ca\u53d1\u5c55\u7684\u9636\u6bb5\u3002\u4e0b\u4e00\u4e2a\u5341\u5e74AI\u9886\u57df\u7684\u4e3b\u9898\u5c06\u662f\u7cbe\u786e\u63a8\u7406\u3001\u53ef\u89e3\u91ca\u6027\u3001\u5b89\u5168\u53ef\u63a7\u3002\u4f9d\u6258\u4e8e\u7ecf\u9a8c\u4e3b\u4e49AI\u7684\u575a\u5b9e\u57fa\u7840\u548c\u5f3a\u5927\u6cdb\u5316\u80fd\u529b\uff0c\u7b26\u53f7\u4e3b\u4e49\u5c06\u63a5\u8fc7\u89e3\u51b3AI\u8bf8\u591a\u6311\u6218\u7684\u91cd\u4efb\uff0c\u5728\u672a\u6765\u7684AI\u53d1\u5c55\u4e2d\u5927\u653e\u5f02\u5f69\uff0c\u5e26\u6765\u65e0\u6570\u5d2d\u65b0\u7684\u53ef\u80fd\u3002<\/p>\n<p><strong>\u6700\u540e<\/strong><\/p>\n<p>\u6211\u4eec\u662f\u4fe1\u7528\u5361\u5f00\u5361\u5e73\u53f04399pay\uff0c\u6709532959\u7b49\u7ecf\u5178\u5361\u6bb5\u5341\u4f59\u79cd\uff0c\u652f\u6301\u5404\u5e73\u53f0\u6295\u653e\uff0c\u6d77\u6dd8\uff0c\u652f\u6301ChatGPT\u3002\u65e0\u9650\u5f00\u5361\u5b89\u5168\u53ef\u9760\u6536\u8d39\u900f\u660e\uff0c\u671f\u5f85\u4f60\u7684\u5173\u6ce8\uff01<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e00\u76f4\u5b58\u5728\u7740\u5b66\u6d3e\u4e4b\u4e89\u3002 \u66fe\u7ecf\uff0c\u201c\u5efa\u5236\u6d3e\u201d\u7684\u7b26\u53f7\u4e3b\u4e49 AI \u88ab\u770b\u4f5c\u201c\u552f\u4e00\u7684\u4e3b\u5bfc\u529b\u91cf\u201d\uff0c\u201c\u903b\u8f91\u9a71\u52a8\u201d\u7684\u4eba [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1774,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[11,57,9,8],"class_list":["post-2285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chatgpt","tag-chatgpt","tag-openai","tag-visa","tag-8"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/4399pay.com\/blog\/archives\/2285\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY\" \/>\n<meta property=\"og:description\" content=\"\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e00\u76f4\u5b58\u5728\u7740\u5b66\u6d3e\u4e4b\u4e89\u3002 \u66fe\u7ecf\uff0c\u201c\u5efa\u5236\u6d3e\u201d\u7684\u7b26\u53f7\u4e3b\u4e49 AI \u88ab\u770b\u4f5c\u201c\u552f\u4e00\u7684\u4e3b\u5bfc\u529b\u91cf\u201d\uff0c\u201c\u903b\u8f91\u9a71\u52a8\u201d\u7684\u4eba [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/4399pay.com\/blog\/archives\/2285\" \/>\n<meta property=\"og:site_name\" content=\"4399 PAY\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-23T01:38:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-23T01:38:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"570\" \/>\n\t<meta property=\"og:image:height\" content=\"285\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\/\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": \"Article\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#article\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285\"\n\t            },\n\t            \"author\": {\n\t                \"name\": \"admin\",\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#\/schema\/person\/d2ca2d47f2751f1fcc8c4f143823629a\"\n\t            },\n\t            \"headline\": \"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f\",\n\t            \"datePublished\": \"2023-11-23T01:38:04+00:00\",\n\t            \"dateModified\": \"2023-11-23T01:38:05+00:00\",\n\t            \"mainEntityOfPage\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285\"\n\t            },\n\t            \"wordCount\": 190,\n\t            \"publisher\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#organization\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg\",\n\t            \"keywords\": [\n\t                \"ChatGPT\",\n\t                \"OpenAI\",\n\t                \"Visa\",\n\t                \"\u865a\u62df\u4fe1\u7528\u5361\"\n\t            ],\n\t            \"articleSection\": [\n\t                \"ChatGPT\"\n\t            ],\n\t            \"inLanguage\": \"zh-Hans\"\n\t        },\n\t        {\n\t            \"@type\": \"WebPage\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285\",\n\t            \"url\": \"https:\/\/4399pay.com\/blog\/archives\/2285\",\n\t            \"name\": \"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#website\"\n\t            },\n\t            \"primaryImageOfPage\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg\",\n\t            \"datePublished\": \"2023-11-23T01:38:04+00:00\",\n\t            \"dateModified\": \"2023-11-23T01:38:05+00:00\",\n\t            \"breadcrumb\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#breadcrumb\"\n\t            },\n\t            \"inLanguage\": \"zh-Hans\",\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"ReadAction\",\n\t                    \"target\": [\n\t                        \"https:\/\/4399pay.com\/blog\/archives\/2285\"\n\t                    ]\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"ImageObject\",\n\t            \"inLanguage\": \"zh-Hans\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage\",\n\t            \"url\": \"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg\",\n\t            \"contentUrl\": \"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg\",\n\t            \"width\": 570,\n\t            \"height\": 285\n\t        },\n\t        {\n\t            \"@type\": \"BreadcrumbList\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/archives\/2285#breadcrumb\",\n\t            \"itemListElement\": [\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 1,\n\t                    \"name\": \"\u9996\u9875\",\n\t                    \"item\": \"https:\/\/4399pay.com\/blog\"\n\t                },\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 2,\n\t                    \"name\": \"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f\"\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"WebSite\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/#website\",\n\t            \"url\": \"https:\/\/4399pay.com\/blog\/\",\n\t            \"name\": \"4399 PAY\",\n\t            \"description\": \"\",\n\t            \"publisher\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#organization\"\n\t            },\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"SearchAction\",\n\t                    \"target\": {\n\t                        \"@type\": \"EntryPoint\",\n\t                        \"urlTemplate\": \"https:\/\/4399pay.com\/blog\/?s={search_term_string}\"\n\t                    },\n\t                    \"query-input\": {\n\t                        \"@type\": \"PropertyValueSpecification\",\n\t                        \"valueRequired\": true,\n\t                        \"valueName\": \"search_term_string\"\n\t                    }\n\t                }\n\t            ],\n\t            \"inLanguage\": \"zh-Hans\"\n\t        },\n\t        {\n\t            \"@type\": \"Organization\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/#organization\",\n\t            \"name\": \"4399 PAY\",\n\t            \"url\": \"https:\/\/4399pay.com\/blog\/\",\n\t            \"logo\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"zh-Hans\",\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#\/schema\/logo\/image\/\",\n\t                \"url\": \"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/03\/99Pay.jpg\",\n\t                \"contentUrl\": \"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/03\/99Pay.jpg\",\n\t                \"width\": 300,\n\t                \"height\": 307,\n\t                \"caption\": \"4399 PAY\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#\/schema\/logo\/image\/\"\n\t            }\n\t        },\n\t        {\n\t            \"@type\": \"Person\",\n\t            \"@id\": \"https:\/\/4399pay.com\/blog\/#\/schema\/person\/d2ca2d47f2751f1fcc8c4f143823629a\",\n\t            \"name\": \"admin\",\n\t            \"image\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"zh-Hans\",\n\t                \"@id\": \"https:\/\/4399pay.com\/blog\/#\/schema\/person\/image\/\",\n\t                \"url\": \"https:\/\/secure.gravatar.com\/avatar\/814700148bf50464026547f393f2fa7020c227b11212fc4dd648a4b277ff44f3?s=96&d=mm&r=g\",\n\t                \"contentUrl\": \"https:\/\/secure.gravatar.com\/avatar\/814700148bf50464026547f393f2fa7020c227b11212fc4dd648a4b277ff44f3?s=96&d=mm&r=g\",\n\t                \"caption\": \"admin\"\n\t            },\n\t            \"sameAs\": [\n\t                \"https:\/\/4399pay.com\/blog\"\n\t            ],\n\t            \"url\": \"\/blog\/archives\/author\/admin\"\n\t        }\n\t    ]\n\t}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/4399pay.com\/blog\/archives\/2285","og_locale":"zh_CN","og_type":"article","og_title":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY","og_description":"\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e00\u76f4\u5b58\u5728\u7740\u5b66\u6d3e\u4e4b\u4e89\u3002 \u66fe\u7ecf\uff0c\u201c\u5efa\u5236\u6d3e\u201d\u7684\u7b26\u53f7\u4e3b\u4e49 AI \u88ab\u770b\u4f5c\u201c\u552f\u4e00\u7684\u4e3b\u5bfc\u529b\u91cf\u201d\uff0c\u201c\u903b\u8f91\u9a71\u52a8\u201d\u7684\u4eba [&hellip;]","og_url":"https:\/\/4399pay.com\/blog\/archives\/2285","og_site_name":"4399 PAY","article_published_time":"2023-11-23T01:38:04+00:00","article_modified_time":"2023-11-23T01:38:05+00:00","og_image":[{"width":570,"height":285,"url":"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/4399pay.com\/blog\/archives\/2285#article","isPartOf":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285"},"author":{"name":"admin","@id":"https:\/\/4399pay.com\/blog\/#\/schema\/person\/d2ca2d47f2751f1fcc8c4f143823629a"},"headline":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f","datePublished":"2023-11-23T01:38:04+00:00","dateModified":"2023-11-23T01:38:05+00:00","mainEntityOfPage":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285"},"wordCount":190,"publisher":{"@id":"https:\/\/4399pay.com\/blog\/#organization"},"image":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage"},"thumbnailUrl":"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg","keywords":["ChatGPT","OpenAI","Visa","\u865a\u62df\u4fe1\u7528\u5361"],"articleSection":["ChatGPT"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/4399pay.com\/blog\/archives\/2285","url":"https:\/\/4399pay.com\/blog\/archives\/2285","name":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f - 4399 PAY","isPartOf":{"@id":"https:\/\/4399pay.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage"},"image":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage"},"thumbnailUrl":"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg","datePublished":"2023-11-23T01:38:04+00:00","dateModified":"2023-11-23T01:38:05+00:00","breadcrumb":{"@id":"https:\/\/4399pay.com\/blog\/archives\/2285#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/4399pay.com\/blog\/archives\/2285"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/4399pay.com\/blog\/archives\/2285#primaryimage","url":"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg","contentUrl":"\/blog\/wp-content\/uploads\/2023\/11\/31d7e38bcc9053e2bd659352a5069068.jpeg","width":570,"height":285},{"@type":"BreadcrumbList","@id":"https:\/\/4399pay.com\/blog\/archives\/2285#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/4399pay.com\/blog"},{"@type":"ListItem","position":2,"name":"MIT\u5b66\u8005\u72ec\u5bb6\u64b0\u6587\uff1aChatGPT\u7684\u74f6\u9888\u4e0e\u89e3\u836f"}]},{"@type":"WebSite","@id":"https:\/\/4399pay.com\/blog\/#website","url":"https:\/\/4399pay.com\/blog\/","name":"4399 PAY","description":"","publisher":{"@id":"https:\/\/4399pay.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/4399pay.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/4399pay.com\/blog\/#organization","name":"4399 PAY","url":"https:\/\/4399pay.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/4399pay.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/03\/99Pay.jpg","contentUrl":"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/03\/99Pay.jpg","width":300,"height":307,"caption":"4399 PAY"},"image":{"@id":"https:\/\/4399pay.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/4399pay.com\/blog\/#\/schema\/person\/d2ca2d47f2751f1fcc8c4f143823629a","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/4399pay.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/814700148bf50464026547f393f2fa7020c227b11212fc4dd648a4b277ff44f3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/814700148bf50464026547f393f2fa7020c227b11212fc4dd648a4b277ff44f3?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/4399pay.com\/blog"],"url":"\/blog\/archives\/author\/admin"}]}},"_links":{"self":[{"href":"\/blog\/wp-json\/wp\/v2\/posts\/2285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"\/blog\/wp-json\/wp\/v2\/comments?post=2285"}],"version-history":[{"count":4,"href":"\/blog\/wp-json\/wp\/v2\/posts\/2285\/revisions"}],"predecessor-version":[{"id":2306,"href":"\/blog\/wp-json\/wp\/v2\/posts\/2285\/revisions\/2306"}],"wp:featuredmedia":[{"embeddable":true,"href":"\/blog\/wp-json\/wp\/v2\/media\/1774"}],"wp:attachment":[{"href":"\/blog\/wp-json\/wp\/v2\/media?parent=2285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/blog\/wp-json\/wp\/v2\/categories?post=2285"},{"taxonomy":"post_tag","embeddable":true,"href":"\/blog\/wp-json\/wp\/v2\/tags?post=2285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}