{"id":50107,"date":"2024-01-16T08:28:00","date_gmt":"2024-01-16T11:28:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/peer-review-process-copy\/"},"modified":"2024-01-15T12:38:57","modified_gmt":"2024-01-15T15:38:57","slug":"chatgpt-limitations","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/zh\/chatgpt-limitations\/","title":{"rendered":"\u804a\u5929\u4e4b\u5916\u7684\u754c\u9650\uff1a\u4e86\u89e3 ChatGPT \u7684\u9650\u5236"},"content":{"rendered":"<p>ChatGPT \u662f\u4e00\u9879\u6700\u65b0\u7684\u6280\u672f\u5947\u8ff9\uff0c\u5b83\u7528\u7b80\u5355\u7684\u6587\u5b57\u521b\u9020\u4e86\u5947\u8ff9\u3002\u5b83\u4e3a\u6211\u4eec\u7684\u751f\u6d3b\u5e26\u6765\u4e86\u6781\u5927\u7684\u4fbf\u5229\uff0c\u7701\u53bb\u4e86\u5728\u4e92\u8054\u7f51\u4e0a\u641c\u7d22\u76f8\u5173\u4fe1\u606f\u7684\u9ebb\u70e6\u3002<\/p>\n\n\n\n<p>\u4f46\u60a8\u662f\u5426\u60f3\u8fc7\u5b83\u662f\u5426\u6709\u4efb\u4f55\u5c40\u9650\u6027\uff1f\u6bcf\u79cd\u6280\u672f\u90fd\u6709\u5176\u5c40\u9650\u6027\uff0cChatGPT \u4e5f\u662f\u5982\u6b64\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u4e86\u89e3 ChatGPT \u7684\u5c40\u9650\u6027\uff0c\u4ee5\u63d0\u9ad8\u5927\u5bb6\u7684\u8ba4\u8bc6\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u6709\u6548\u5730\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<h2 id=\"h-overview-of-chatgpt\">\u804a\u5929 GPT \u6982\u8ff0<\/h2>\n\n\n\n<p>ChatGPT \u662f\u4e00\u79cd\u8bed\u8a00\u6a21\u578b\uff0c\u7531 <a href=\"https:\/\/openai.com\">OpenAI<\/a>\u8be5\u6a21\u578b\u57fa\u4e8e GPT\uff08\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u8f6c\u6362\u5668\uff09\u67b6\u6784\u3002\u5b83\u4ee3\u8868\u4e86\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u8bed\u8a00\u6a21\u578b\uff0c\u4f5c\u4e3a GPT-3.5 \u7248\u672c\u7684\u4e00\u90e8\u5206\u53d1\u5e03\u3002&nbsp;<\/p>\n\n\n\n<p>ChatGPT \u53ef\u751f\u6210\u7c7b\u4eba\u6587\u672c\uff0c\u5e76\u4e0e\u7528\u6237\u8fdb\u884c\u4ea4\u4e92\u5f0f\u5bf9\u8bdd\u3002\u5b83\u53ef\u4ee5\u7406\u89e3\u548c\u751f\u6210\u591a\u79cd\u8bed\u8a00\u7684\u6587\u672c\uff0c\u5e94\u7528\u8303\u56f4\u5e7f\u6cdb\uff0c\u5305\u62ec\u5ba2\u6237\u652f\u6301\u3001\u5185\u5bb9\u521b\u5efa\u3001\u8bed\u8a00\u7ffb\u8bd1\u7b49\u3002<\/p>\n\n\n\n<h2 id=\"h-language-models-of-chatgpt\">\u804a\u5929 GPT \u7684\u8bed\u8a00\u6a21\u578b<\/h2>\n\n\n\n<p>GPT \u6a21\u578b\u57fa\u4e8e Transformer \u67b6\u6784\u6784\u5efa\uff0c\u8be5\u67b6\u6784\u5728 Vaswani \u7b49\u4eba\u4e8e 2017 \u5e74\u53d1\u8868\u7684\u5f00\u521b\u6027\u8bba\u6587 \"Attention is All You Need \"\u4e2d\u4ecb\u7ecd\u8fc7\u3002Transformer \u67b6\u6784\u5229\u7528\u81ea\u6211\u6ce8\u610f\u673a\u5236\u5f7b\u5e95\u6539\u53d8\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u6709\u6548\u6355\u6349\u6587\u672c\u4e2d\u7684\u957f\u8ddd\u79bb\u4f9d\u8d56\u5173\u7cfb\u548c\u4e0a\u4e0b\u6587\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>ChatGPT \u4e2d\u4f7f\u7528\u7684\u4e3b\u8981\u8bed\u8a00\u6a21\u578b GPT-3 \u5305\u542b\u6570\u91cf\u60ca\u4eba\u7684\u53c2\u6570\uff08GPT-3.5 \u5305\u542b 1750 \u4ebf\u4e2a\u53c2\u6570\uff09\uff0c\u662f\u8fc4\u4eca\u4e3a\u6b62\u529f\u80fd\u6700\u5f3a\u5927\u3001\u6570\u636e\u6700\u5bc6\u96c6\u7684\u8bed\u8a00\u6a21\u578b\u4e4b\u4e00\u3002\u5982\u6b64\u5e9e\u5927\u7684\u89c4\u6a21\u4f7f\u5176\u6709\u80fd\u529b\u751f\u6210\u7c7b\u4eba\u6587\u672c\u5e76\u6267\u884c\u5e7f\u6cdb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u5bf9\u8bdd\u751f\u6210\u3001\u8bed\u8a00\u7ffb\u8bd1\u3001\u95ee\u9898\u89e3\u7b54\u7b49\u3002<\/p>\n\n\n\n<h2 id=\"h-chatgpt-limitations\">ChatGPT \u9650\u5236<\/h2>\n\n\n\n<p>\u5fc5\u987b\u6307\u51fa\u7684\u662f\uff0c\u867d\u7136 ChatGPT \u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u4f46\u5b83\u4ecd\u6709\u5c40\u9650\u6027\u3002\u6709\u65f6\uff0c\u5b83\u53ef\u80fd\u4f1a\u751f\u6210\u542c\u8d77\u6765\u5408\u7406\u4f46\u4e0d\u6b63\u786e\u6216\u65e0\u610f\u4e49\u7684\u56de\u590d\u3002&nbsp;<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u4e0e\u5176\u4ed6\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e00\u6837\uff0c\u5b83\u53ef\u80fd\u4f1a\u8868\u73b0\u51fa\u8bad\u7ec3\u6570\u636e\u4e2d\u5b58\u5728\u7684\u504f\u5dee\u3002OpenAI \u5c06\u7ee7\u7eed\u6839\u636e\u7528\u6237\u53cd\u9988\u548c\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u6539\u8fdb\u548c\u5b8c\u5584\u7cfb\u7edf\u3002\u8ba9\u6211\u4eec\u8be6\u7ec6\u4e86\u89e3\u5176\u5c40\u9650\u6027\u3002&nbsp;<\/p>\n\n\n\n<h3 id=\"h-lack-of-common-sense\">\u7f3a\u4e4f\u5e38\u8bc6<\/h3>\n\n\n\n<p>GPT-3 \u7f3a\u4e4f\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u7406\u89e3\u548c\u5e38\u8bc6\u63a8\u7406\u3002\u867d\u7136\u5b83\u53ef\u4ee5\u751f\u6210\u8fde\u8d2f\u4e14\u7b26\u5408\u4e0a\u4e0b\u6587\u7684\u6587\u672c\uff0c\u4f46\u5b83\u5bf9\u4e16\u754c\u6ca1\u6709\u771f\u6b63\u7684\u7406\u89e3\uff0c\u53ef\u80fd\u4f1a\u4ea7\u751f\u4e0e\u4e8b\u5b9e\u4e0d\u7b26\u6216\u65e0\u610f\u4e49\u7684\u56de\u7b54\u3002<\/p>\n\n\n\n<h3 id=\"h-sensitivity-to-input-phrasing\">\u5bf9\u8f93\u5165\u63aa\u8f9e\u7684\u654f\u611f\u6027<\/h3>\n\n\n\n<p>\u6a21\u578b\u7684\u56de\u7b54\u5bf9\u95ee\u9898\u6216\u63d0\u793a\u7684\u63aa\u8f9e\u975e\u5e38\u654f\u611f\u3002\u63aa\u8f9e\u4e0a\u7684\u7ec6\u5fae\u53d8\u5316\u90fd\u53ef\u80fd\u5bfc\u81f4\u7b54\u6848\u5927\u76f8\u5f84\u5ead\uff0c\u8fd9\u5bf9\u5bfb\u6c42\u4e00\u81f4\u7b54\u6848\u7684\u7528\u6237\u6765\u8bf4\u662f\u4e2a\u6311\u6218\u3002<\/p>\n\n\n\n<h3 id=\"h-long-responses-and-overuse-of-phrases\">\u5197\u957f\u7684\u56de\u590d\u548c\u8fc7\u5ea6\u4f7f\u7528\u77ed\u8bed<\/h3>\n\n\n\n<p>ChatGPT \u53ef\u80fd\u4f1a\u8fc7\u4e8e\u5570\u55e6\uff0c\u53ef\u80fd\u4f1a\u91cd\u590d\u81ea\u5df1\u7684\u5185\u5bb9\uff0c\u5bfc\u81f4\u56de\u590d\u65f6\u95f4\u8d85\u8fc7\u5fc5\u8981\u7684\u957f\u5ea6\u3002\u5b83\u8fd8\u53ef\u80fd\u8fc7\u5ea6\u4f7f\u7528\u67d0\u4e9b\u77ed\u8bed\u6216\u8868\u73b0\u51fa\u91cd\u590d\u884c\u4e3a\u3002<\/p>\n\n\n\n<h3 id=\"h-lack-of-source-attribution\">\u7f3a\u4e4f\u6765\u6e90\u5f52\u5c5e<\/h3>\n\n\n\n<p>\u6a21\u578b\u65e0\u6cd5\u9a8c\u8bc1\u5176\u6240\u63d0\u4f9b\u4fe1\u606f\u7684\u51c6\u786e\u6027\uff0c\u4e5f\u6ca1\u6709\u5185\u7f6e\u673a\u5236\u6765\u786e\u8ba4\u5176\u751f\u6210\u4fe1\u606f\u7684\u6765\u6e90\u3002\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u80fd\u4f1a\u751f\u6210\u542c\u8d77\u6765\u4f3c\u4e4e\u5408\u7406\u4f46\u5374\u5177\u6709\u8bef\u5bfc\u6027\u6216\u865a\u5047\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<h3 id=\"h-biases\">\u504f\u89c1<\/h3>\n\n\n\n<p>GPT-3 \u662f\u5728\u5e9e\u5927\u7684\u4e92\u8054\u7f51\u6587\u672c\u8bed\u6599\u5e93\u4e2d\u8fdb\u884c\u8bad\u7ec3\u7684\uff0c\u5176\u4e2d\u53ef\u80fd\u5305\u542b\u6570\u636e\u4e2d\u5b58\u5728\u7684\u504f\u89c1\u3002\u56e0\u6b64\uff0c\u8be5\u6a21\u578b\u53ef\u80fd\u4f1a\u5bf9\u654f\u611f\u8bdd\u9898\u4ea7\u751f\u5e26\u6709\u504f\u89c1\u6216\u6210\u89c1\u7684\u56de\u7b54\uff0c\u6216\u5728\u5bf9\u8bdd\u4e2d\u8868\u73b0\u51fa\u5e26\u6709\u504f\u89c1\u7684\u884c\u4e3a\u3002<\/p>\n\n\n\n<h3 id=\"h-inability-to-clarify-ambiguities\">\u65e0\u6cd5\u6f84\u6e05\u6a21\u7cca\u4e4b\u5904<\/h3>\n\n\n\n<p>\u5728\u9762\u5bf9\u6a21\u68f1\u4e24\u53ef\u7684\u8be2\u95ee\u6216\u6f84\u6e05\u8bf7\u6c42\u65f6\uff0c\u6a21\u578b\u5f80\u5f80\u4f1a\u731c\u6d4b\u7528\u6237\u7684\u610f\u56fe\uff0c\u4ece\u800c\u5bfc\u81f4\u6f5c\u5728\u7684\u8bef\u89e3\u3002<\/p>\n\n\n\n<h3 id=\"h-limited-context-window\">\u6709\u9650\u8bed\u5883\u7a97\u53e3<\/h3>\n\n\n\n<p>\u867d\u7136 ChatGPT \u53ef\u4ee5\u5728\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\uff0c\u4f46\u5b83\u6240\u80fd\u4fdd\u7559\u7684\u4e0a\u4e0b\u6587\u6570\u91cf\u4ecd\u7136\u6709\u9650\u3002\u8f83\u957f\u7684\u5bf9\u8bdd\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e0a\u4e0b\u6587\u652f\u79bb\u7834\u788e\u7684\u60c5\u51b5\uff0c\u4ece\u800c\u5bfc\u81f4\u56de\u590d\u4e0d\u591f\u8fde\u8d2f\u3002<\/p>\n\n\n\n<h3 id=\"h-inappropriate-responses\">\u4e0d\u6070\u5f53\u7684\u56de\u5e94<\/h3>\n\n\n\n<p>\u7531\u4e8e\u5176\u8bad\u7ec3\u6570\u636e\uff0cChatGPT \u6709\u65f6\u53ef\u80fd\u4f1a\u751f\u6210\u5e26\u6709\u653f\u6cbb\u504f\u89c1\u3001\u653b\u51fb\u6027\u6216\u4e0d\u6070\u5f53\u7684\u56de\u590d\u3002OpenAI \u5df2\u7ecf\u5b9e\u65bd\u4e86\u5b89\u5168\u7f13\u89e3\u63aa\u65bd\uff0c\u4f46\u6b64\u7c7b\u56de\u590d\u4ecd\u53ef\u80fd\u5076\u5c14\u51fa\u73b0\u3002<\/p>\n\n\n\n<h3 id=\"h-high-cost\">\u9ad8\u6210\u672c<\/h3>\n\n\n\n<p>\u901a\u8fc7\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\u8bbf\u95ee GPT-3 \u548c\u5176\u4ed6\u7c7b\u4f3c\u8bed\u8a00\u6a21\u578b\u7684\u6210\u672c\u53ef\u80fd\u4f1a\u5f88\u9ad8\uff0c\u5c24\u5176\u662f\u5728\u6269\u5c55\u6216\u5927\u91cf\u4f7f\u7528\u7684\u60c5\u51b5\u4e0b\u3002<\/p>\n\n\n\n<h3 id=\"h-lack-of-real-time-updates\">\u7f3a\u4e4f\u5b9e\u65f6\u66f4\u65b0<\/h3>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u9884\u5148\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0cGPT-3 \u65e0\u6cd5\u83b7\u53d6\u8bad\u7ec3\u6570\u636e\u4ee5\u5916\u7684\u5b9e\u65f6\u4fe1\u606f\u3002\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u80fd\u65e0\u6cd5\u4e86\u89e3\u6700\u65b0\u7684\u4e8b\u4ef6\u6216\u53d1\u5c55\u3002\u4e0b\u9762\u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\uff1a&nbsp;<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/dW0OuHKE60faR36hVJUgxmdX-g-HjzGVT905PMF-5WEQVHmLDOGsBJnYYqLvQt6BGrrbDlHTXL2-m2Q_AkgFOlZkRxzvNhOhpLW5cI9a7VjCNeM1219GN776-VJ_oFpo1NBDCVY_Hm4GVdise4K5zus\" alt=\"\"\/><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u867d\u7136\u73b0\u4efb\u603b\u7edf <a href=\"https:\/\/www.google.com\/search?rlz=1C1CHBD_en-gbIN1023IN1023&amp;sxsrf=AB5stBgE3H2IJJ7SWTeaRmql3KtIhBUjZQ:1689916951153&amp;q=Droupadi+Murmu&amp;stick=H4sIAAAAAAAAAONgVuLWz9U3MDQ2q0rKMn3EaMYt8PLHPWEp3UlrTl5jVOfiCs7IL3fNK8ksqRSS5GKDsvileLmQ9fEsYuVzKcovLUhMyVTwLS3KLQUArp46UFkAAAA&amp;sa=X&amp;sqi=2&amp;ved=2ahUKEwjZ5Mqch5-AAxU4RmwGHcGQDpUQzIcDKAB6BAgjEAE\">Droupadi Murmu<\/a>\u800c GPT 3.5 \u6ca1\u6709\u76f8\u5173\u4fe1\u606f\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u76f8\u5173\u6587\u7ae0 <\/strong><a href=\"https:\/\/mindthegraph.com\/blog\/chatgpt-research-paper\/\"><strong>ChatGPT\u7814\u7a76\u8bba\u6587\uff1a\u5b83\u662f\u5408\u6cd5\u7684\u548c\u9053\u5fb7\u7684\u5417\uff1f<\/strong><\/a><\/p>\n\n\n\n<h2 id=\"h-reasons-for-nonsensical-and-wrong-responses-from-chatgpt\">\u6765\u81ea ChatGPT \u7684\u65e0\u610f\u4e49\u548c\u9519\u8bef\u56de\u590d\u7684\u539f\u56e0<\/h2>\n\n\n\n<p>\u6765\u81ea ChatGPT \u6216\u4efb\u4f55\u8bed\u8a00\u6a21\u578b\u7684\u65e0\u610f\u4e49\u548c\u9519\u8bef\u7684\u56de\u590d\u53ef\u80fd\u662f\u7531\u591a\u79cd\u539f\u56e0\u9020\u6210\u7684\u3002\u867d\u7136 ChatGPT \u7b49\u8bed\u8a00\u6a21\u578b\u529f\u80fd\u5f3a\u5927\uff0c\u53ef\u4ee5\u751f\u6210\u7c7b\u4f3c\u4eba\u7c7b\u7684\u6587\u672c\uff0c\u4f46\u5b83\u4eec\u5e76\u4e0d\u5b8c\u7f8e\uff0c\u5b58\u5728\u56fa\u6709\u7684\u5c40\u9650\u6027\u3002\u4ee5\u4e0b\u662f\u9020\u6210\u65e0\u610f\u4e49\u548c\u9519\u8bef\u56de\u590d\u7684\u4e00\u4e9b\u539f\u56e0\uff1a<\/p>\n\n\n\n<h3 id=\"h-lack-of-understanding\">\u7f3a\u4e4f\u7406\u89e3<\/h3>\n\n\n\n<p>\u50cf ChatGPT \u8fd9\u6837\u7684\u8bed\u8a00\u6a21\u578b\u7f3a\u4e4f\u771f\u6b63\u7684\u7406\u89e3\u548c\u5e38\u8bc6\u63a8\u7406\u3002\u5b83\u4eec\u4f1a\u6839\u636e\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u751f\u6210\u56de\u590d\uff0c\u800c\u65e0\u6cd5\u771f\u6b63\u7406\u89e3\u5185\u5bb9\u3002\u8fd9\u79cd\u5c40\u9650\u6027\u4f1a\u5bfc\u81f4\u56de\u590d\u542c\u8d77\u6765\u5408\u7406\uff0c\u4f46\u7f3a\u4e4f\u5b9e\u9645\u610f\u4e49\u3002<\/p>\n\n\n\n<h3 id=\"h-ambiguity-in-prompts\">\u63d0\u793a\u4e2d\u7684\u6a21\u7cca\u6027<\/h3>\n\n\n\n<p>\u5982\u679c\u7528\u6237\u7684\u8be2\u95ee\u6216\u63d0\u793a\u542b\u7cca\u4e0d\u6e05\u6216\u7f3a\u4e4f\u8db3\u591f\u7684\u4e0a\u4e0b\u6587\uff0cChatGPT \u53ef\u80fd\u96be\u4ee5\u751f\u6210\u9002\u5f53\u7684\u56de\u590d\u3002\u6a21\u68f1\u4e24\u53ef\u4f1a\u5bfc\u81f4\u6a21\u578b\u505a\u51fa\u9519\u8bef\u7684\u5047\u8bbe\u6216\u731c\u6d4b\u3002<\/p>\n\n\n\n<h3 id=\"h-incomplete-or-insufficient-training-data\">\u57f9\u8bad\u6570\u636e\u4e0d\u5b8c\u6574\u6216\u4e0d\u5145\u5206<\/h3>\n\n\n\n<p>\u8bed\u8a00\u6a21\u578b\u9700\u8981\u5927\u91cf\u4e0d\u540c\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u624d\u80fd\u6709\u6548\u5730\u6cdb\u5316\u3002\u5982\u679c\u8bad\u7ec3\u6570\u636e\u4e0d\u5b8c\u6574\u6216\u6ca1\u6709\u5168\u9762\u8986\u76d6\u67d0\u4e9b\u4e3b\u9898\uff0c\u6a21\u578b\u53ef\u80fd\u65e0\u6cd5\u51c6\u786e\u5730\u54cd\u5e94\u8fd9\u4e9b\u4e3b\u9898\u3002<\/p>\n\n\n\n<h2 id=\"h-variety-of-tasks-supported-by-chatgpt\">ChatGPT \u652f\u6301\u7684\u5404\u79cd\u4efb\u52a1<\/h2>\n\n\n\n<p>ChatGPT \u662f\u4e00\u79cd\u901a\u7528\u8bed\u8a00\u6a21\u578b\uff0c\u53ef\u652f\u6301\u4e0d\u540c\u9886\u57df\u7684\u5404\u79cd\u4efb\u52a1\u3002\u5b83\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u80fd\u529b\u4f7f\u5176\u80fd\u591f\u6267\u884c\u591a\u9879\u4efb\u52a1\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e<\/p>\n\n\n\n<ol>\n<li>\u6587\u672c\u751f\u6210<\/li>\n\n\n\n<li>\u8bed\u8a00\u7ffb\u8bd1<\/li>\n\n\n\n<li>\u95ee\u9898\u89e3\u7b54<\/li>\n\n\n\n<li>\u6587\u672c\u6458\u8981<\/li>\n\n\n\n<li>\u8bed\u8a00\u7406\u89e3<\/li>\n\n\n\n<li>\u7f16\u7a0b\u5e2e\u52a9<\/li>\n\n\n\n<li>\u521b\u610f\u5199\u4f5c\u63d0\u793a<\/li>\n\n\n\n<li>\u89e3\u51b3\u6570\u5b66\u95ee\u9898<\/li>\n\n\n\n<li>\u4fe1\u606f\u68c0\u7d22<\/li>\n\n\n\n<li>\u534f\u52a9\u7814\u7a76<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e9b\u53ea\u662f ChatGPT \u53ef\u652f\u6301\u5404\u79cd\u4efb\u52a1\u7684\u51e0\u4e2a\u4f8b\u5b50\u3002\u968f\u7740\u5f00\u53d1\u4eba\u5458\u548c\u7528\u6237\u627e\u5230\u5229\u7528\u5176\u8bed\u8a00\u5904\u7406\u80fd\u529b\u7684\u521b\u65b0\u65b9\u6cd5\uff0c\u5b83\u7684\u5e94\u7528\u8303\u56f4\u8fd8\u5728\u4e0d\u65ad\u6269\u5927\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u53e6\u8bf7\u9605\u8bfb <\/strong><a href=\"https:\/\/mindthegraph.com\/blog\/ai-in-academic-research\/\"><strong>\u63a2\u8ba8\u4eba\u5de5\u667a\u80fd\u5728\u5b66\u672f\u7814\u7a76\u4e2d\u7684\u4f5c\u7528<\/strong><\/a><\/p>\n\n\n\n<h2 id=\"h-content-creation-through-conversation-using-chatgpt\">\u4f7f\u7528 ChatGPT \u901a\u8fc7\u5bf9\u8bdd\u521b\u5efa\u5185\u5bb9<\/h2>\n\n\n\n<p>\u4f7f\u7528 ChatGPT \u901a\u8fc7\u5bf9\u8bdd\u521b\u5efa\u5185\u5bb9\u6d89\u53ca\u4e00\u79cd\u66f4\u5177\u4e92\u52a8\u6027\u7684\u4e66\u9762\u5185\u5bb9\u751f\u6210\u65b9\u6cd5\u3002\u7528\u6237\u4e0e\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u7684\u4e0d\u662f\u5355\u4e00\u7684\u63d0\u793a\uff0c\u800c\u662f\u6765\u56de\u7684\u5bf9\u8bdd\u3002\u901a\u8fc7\u8fd9\u79cd\u4e92\u52a8\u5bf9\u8bdd\uff0c\u7528\u6237\u53ef\u4ee5\u9010\u6b65\u5b8c\u5584\u548c\u660e\u786e\u81ea\u5df1\u7684\u5185\u5bb9\u8981\u6c42\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528 ChatGPT \u521b\u5efa\u5185\u5bb9\u7684\u5de5\u4f5c\u539f\u7406\uff1a<\/p>\n\n\n\n<h3 id=\"h-initiating-the-conversation\">\u53d1\u8d77\u5bf9\u8bdd<\/h3>\n\n\n\n<p>\u7528\u6237\u901a\u8fc7\u5411 ChatGPT \u53d1\u9001\u521d\u59cb\u4fe1\u606f\u5f00\u59cb\u5bf9\u8bdd\u3002\u8fd9\u6761\u4fe1\u606f\u53ef\u4ee5\u662f\u4e00\u822c\u6027\u7684\u4e3b\u9898\uff0c\u4e5f\u53ef\u4ee5\u662f\u5bf9\u4ed6\u4eec\u60f3\u8981\u521b\u5efa\u7684\u5185\u5bb9\u7c7b\u578b\u7684\u5177\u4f53\u8981\u6c42\u3002<\/p>\n\n\n\n<h3 id=\"h-continuing-the-interaction\">\u7ee7\u7eed\u4e92\u52a8<\/h3>\n\n\n\n<p>ChatGPT \u4f1a\u56de\u5e94\u7528\u6237\u7684\u4fe1\u606f\uff0c\u5e76\u6839\u636e\u8f93\u5165\u5185\u5bb9\u751f\u6210\u6587\u672c\u3002\u7136\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u63d0\u4f9b\u53cd\u9988\u6216\u8981\u6c42\u6f84\u6e05\uff0c\u4ee5\u6307\u5bfc\u5185\u5bb9\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<h3 id=\"h-refining-the-content\">\u5b8c\u5584\u5185\u5bb9<\/h3>\n\n\n\n<p>\u901a\u8fc7\u4e00\u7cfb\u5217\u7684\u4ea4\u6d41\uff0c\u7528\u6237\u4f1a\u4e0d\u65ad\u6539\u8fdb\u4ed6\u4eec\u7684\u8bf7\u6c42\uff0c\u7ed9\u51fa\u66f4\u5177\u4f53\u7684\u8bf4\u660e\uff0c\u8981\u6c42\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\uff0c\u6216\u8981\u6c42\u4fee\u6539\u751f\u6210\u7684\u6587\u672c\u3002<\/p>\n\n\n\n<h3 id=\"h-iterative-feedback\">\u8fed\u4ee3\u53cd\u9988<\/h3>\n\n\n\n<p>\u7528\u6237\u7684\u53cd\u9988\u5bf9\u4e8e\u786e\u4fdd\u751f\u6210\u7684\u5185\u5bb9\u7b26\u5408\u4ed6\u4eec\u7684\u8981\u6c42\u81f3\u5173\u91cd\u8981\u3002\u5bf9\u8bdd\u4e00\u76f4\u6301\u7eed\u5230\u7528\u6237\u5bf9\u6700\u7ec8\u5185\u5bb9\u611f\u5230\u6ee1\u610f\u4e3a\u6b62\u3002<\/p>\n\n\n\n<h3 id=\"h-generating-the-final-content\">\u751f\u6210\u6700\u7ec8\u5185\u5bb9<\/h3>\n\n\n\n<p>\u7ecf\u8fc7\u51e0\u6b21\u4e92\u52a8\u540e\uff0c\u7528\u6237\u4f1a\u6536\u5230\u6240\u9700\u7684\u5185\u5bb9\uff0c\u53ef\u4ee5\u662f\u6587\u7ae0\u3001\u535a\u6587\u6216\u4efb\u4f55\u5176\u4ed6\u57fa\u4e8e\u5bf9\u8bdd\u80cc\u666f\u7684\u4e66\u9762\u6750\u6599\u3002<\/p>\n\n\n\n<p>\u8bda\u7136\uff0cChatGPT \u5f7b\u5e95\u6539\u53d8\u4e86\u5185\u5bb9\u521b\u4f5c\u6d41\u7a0b\uff0c\u4f46\u5982\u679c\u76f2\u76ee\u6548\u4eff\uff0c\u6700\u7ec8\u53ef\u80fd\u4f1a\u9677\u5165\u56f0\u5883\u3002\u6574\u5408\u8fd9\u4e00\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u540c\u65f6\u5229\u7528\u4f60\u7684\u667a\u6167\u5e76\u4e86\u89e3 ChatGPT \u7684\u5c40\u9650\u6027\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5728\u5185\u5bb9\u521b\u4f5c\u4e4b\u65c5\u4e2d\u53d6\u5f97\u80dc\u5229\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<h2 id=\"h-the-bottom-line\">\u5e95\u7ebf<\/h2>\n\n\n\n<p>\u867d\u7136 ChatGPT \u4ee3\u8868\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u7684\u91cd\u5927\u8fdb\u6b65\uff0c\u5e76\u5c55\u793a\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u80fd\u529b\uff0c\u4f46\u5b83\u5e76\u975e\u6ca1\u6709\u5c40\u9650\u6027\u3002\u5c55\u671b\u4eba\u5de5\u667a\u80fd\u8bed\u8a00\u6a21\u578b\u7684\u672a\u6765\uff0c\u89e3\u51b3\u8fd9\u4e9b\u5c40\u9650\u6027\u5c06\u662f\u63a8\u52a8\u8be5\u9886\u57df\u53d1\u5c55\u7684\u91cd\u8981\u4e00\u6b65\uff0c\u5e76\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5b89\u5168\u3001\u6709\u76ca\u5730\u878d\u5165\u6211\u4eec\u7684\u751f\u6d3b\u3002&nbsp;<\/p>\n\n\n\n<h2 id=\"h-online-infographic-maker-for-science\">\u79d1\u5b66\u5728\u7ebf\u4fe1\u606f\u56fe\u8868\u5236\u4f5c\u5de5\u5177<\/h2>\n\n\n\n<p>\u60a8\u662f\u5426\u6b63\u5728\u5bfb\u627e\u4e00\u6b3e\u53ef\u9760\u7684\u4fe1\u606f\u56fe\u8868\u5de5\u5177\uff0c\u8ba9\u60a8\u8f7b\u677e\u5b8c\u6210\u8bbe\u8ba1\uff1f\u4f5c\u4e3a\u4e00\u540d\u7814\u7a76\u4eba\u5458\uff0c\u60a8\u5e94\u8be5\u77e5\u9053\u89c6\u89c9\u6548\u679c\u548c\u4fe1\u606f\u56fe\u8868\u5bf9\u7814\u7a76\u8bba\u6587\u7684\u91cd\u8981\u6027\u3002 <a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a> \u4e13\u4e3a\u5236\u4f5c\u4e0e\u79d1\u5b66\u76f8\u5173\u7684\u9ad8\u8d28\u91cf\u4fe1\u606f\u56fe\u8868\u800c\u8bbe\u8ba1\u3002\u7acb\u5373\u6ce8\u518c\uff0c\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u3002&nbsp;<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\"><img decoding=\"async\" loading=\"lazy\" width=\"517\" height=\"250\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp\" alt=\"\u63d2\u56fe-\u6a2a\u5e45\" class=\"wp-image-27276\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp 517w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-300x145.webp 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-18x9.webp 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-100x48.webp 100w\" sizes=\"(max-width: 517px) 100vw, 517px\" \/><\/a><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 Mind the Graph \u5f00\u59cb\u521b\u4f5c<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u901a\u8fc7\u5b66\u672f\u89c6\u89d2\u5ba1\u89c6 ChatGPT \u7684\u5c40\u9650\u6027\uff0c\u53ef\u4ee5\u53d1\u73b0\u8bed\u8a00\u6a21\u578b\u4e2d\u56fa\u6709\u7684\u504f\u89c1\u548c\u8bed\u5883\u6311\u6218\u3002<\/p>","protected":false},"author":33,"featured_media":50110,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Boundaries Beyond The Chat: Understanding ChatGPT Limitations<\/title>\n<meta name=\"description\" content=\"Examining ChatGPT limitations through an academic lens reveals inherent biases and contextual challenges in the language model.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/zh\/chatgpt-limitations\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Boundaries Beyond The Chat: Understanding ChatGPT Limitations\" \/>\n<meta property=\"og:description\" content=\"Examining ChatGPT limitations through an academic lens reveals inherent biases and contextual challenges in the language model.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/zh\/chatgpt-limitations\/\" \/>\n<meta property=\"og:site_name\" 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