{"id":16319,"date":"2026-08-10T20:09:07","date_gmt":"2026-08-10T10:09:07","guid":{"rendered":"https:\/\/geoffreychen.com\/how-to-check-ai-citations-data-and-links\/"},"modified":"2026-08-10T20:09:07","modified_gmt":"2026-08-10T10:09:07","slug":"how-to-check-ai-citations-data-and-links","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/how-to-check-ai-citations-data-and-links\/","title":{"rendered":"AI\u5217\u51fa\u7684\u8bba\u6587\u3001\u6570\u636e\u548c\u94fe\u63a5\u600e\u6837\u5224\u65ad\u771f\u5047\uff1f \/ How Can You Check Whether AI-Generated Papers, Data and Links Are Real?"},"content":{"rendered":"<\/p>\n<p><strong>\u7b80\u77ed\u7b54\u6848<\/strong><\/p>\n<p>\u628a\u6bcf\u6761\u5f15\u7528\u62c6\u6210\u4e09\u4e2a\u95ee\u9898\uff1a\u8fd9\u4e2a\u6765\u6e90\u662f\u5426\u771f\u7684\u5b58\u5728\uff1b\u4e66\u76ee\u4fe1\u606f\u548c\u94fe\u63a5\u662f\u5426\u6307\u5411\u540c\u4e00\u4e2a\u6765\u6e90\uff1b\u6765\u6e90\u662f\u5426\u771f\u7684\u652f\u6301AI\u653e\u5728\u5b83\u65c1\u8fb9\u7684\u4e3b\u5f20\u3002\u6253\u5f00\u94fe\u63a5\u3001\u6838\u5bf9\u6807\u9898\u4f5c\u8005\u65e5\u671f\u3001\u901a\u8fc7DOI\u6216\u673a\u6784\u7f51\u7ad9\u67e5\u8bb0\u5f55\uff0c\u518d\u9605\u8bfb\u76f8\u5173\u6bb5\u843d\u3002\u53ea\u9a8c\u8bc1\u201c\u6709\u8fd9\u7bc7\u8bba\u6587\u201d\u4e0d\u591f\uff0c\u56e0\u4e3a\u771f\u5b9e\u8bba\u6587\u4e5f\u53ef\u80fd\u88ab\u9519\u8bef\u63cf\u8ff0\uff1b\u53ea\u770b\u5230\u4e00\u4e2a\u770b\u4f3c\u6b63\u5f0f\u7684URL\u66f4\u4e0d\u591f\uff0c\u56e0\u4e3a\u8def\u5f84\u3001\u9875\u7801\u548c\u7edf\u8ba1\u6570\u5b57\u90fd\u53ef\u80fd\u662f\u751f\u6210\u51fa\u6765\u7684\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u865a\u6784\u5f15\u7528\u770b\u8d77\u6765\u7279\u522b\u771f\u5b9e<\/strong><\/p>\n<p>\u5b66\u672f\u5f15\u7528\u548c\u7f51\u9875\u94fe\u63a5\u5177\u6709\u5f3a\u70c8\u683c\u5f0f\u89c4\u5f8b\uff1a\u4f5c\u8005\u3001\u5e74\u4efd\u3001\u6807\u9898\u3001\u671f\u520a\u3001\u5377\u671f\u3001\u9875\u7801\u548cDOI\u90fd\u9075\u5faa\u53ef\u5b66\u4e60\u7684\u6a21\u5f0f\u3002\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u5f62\u5f0f\u5b8c\u7f8e\u7684\u8bb0\u5f55\uff0c\u5374\u628a\u771f\u5b9e\u4f5c\u8005\u3001\u76f8\u4f3c\u6807\u9898\u548c\u5408\u7406\u7f16\u53f7\u7ec4\u5408\u6210\u4e00\u7bc7\u4e0d\u5b58\u5728\u7684\u8bba\u6587\u3002\u5b83\u4e5f\u53ef\u80fd\u5217\u51fa\u771f\u5b9e\u8bba\u6587\uff0c\u4f46\u9519\u5199\u5e74\u4efd\u3001\u4f5c\u8005\u3001\u7814\u7a76\u5bf9\u8c61\u6216\u7ed3\u8bba\u3002<\/p>\n<p>\u4e00\u9879\u5bf9GPT-3.5\u4e0eGPT-4\u751f\u6210\u7684636\u6761\u4e66\u76ee\u5f15\u7528\u8fdb\u884c\u6838\u67e5\u7684\u7814\u7a76\u53d1\u73b0\uff0c\u5728\u8be5\u7814\u7a76\u8bbe\u7f6e\u4e2d\uff0cGPT-3.5\u5f15\u7528\u670955%\u4e3a\u865a\u6784\uff0cGPT-4\u4e3a18%\uff1b\u5373\u4f7f\u662f\u771f\u5b9e\u5f15\u7528\uff0c\u4e5f\u4ecd\u6709\u76f8\u5f53\u6bd4\u4f8b\u5305\u542b\u5b9e\u8d28\u4e66\u76ee\u4fe1\u606f\u9519\u8bef\u3002\u8fd9\u4e9b\u6570\u5b57\u5c5e\u4e8e\u7279\u5b9a\u6a21\u578b\u3001\u65f6\u95f4\u4e0e\u4efb\u52a1\uff0c\u4e0d\u80fd\u76f4\u63a5\u5f53\u6210\u4eca\u5929\u6240\u6709\u7cfb\u7edf\u7684\u9519\u8bef\u7387\uff0c\u4f46\u8db3\u4ee5\u8bf4\u660e\u201c\u683c\u5f0f\u6b63\u786e\u201d\u7edd\u4e0d\u662f\u5b58\u5728\u8bc1\u660e\u3002<a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37679503\/\" target=\"_blank\" rel=\"noopener\">Walters and Wilder: Fabrication and errors in bibliographic citations generated by ChatGPT<\/a><\/p>\n<p><strong>\u7b2c\u4e00\u5173\uff1a\u6765\u6e90\u662f\u5426\u5b58\u5728<\/strong><\/p>\n<p>\u8bba\u6587\u6700\u597d\u4eceDOI\u5f00\u59cb\u3002\u5c06\u5b8c\u6574DOI\u653e\u8fdb <code>https:\/\/doi.org\/<\/code>\uff0c\u770b\u5b83\u662f\u5426\u89e3\u6790\u5230\u51fa\u7248\u8005\u9875\u9762\uff1b\u4e5f\u53ef\u4ee5\u5728Crossref\u6309\u6807\u9898\u3001\u4f5c\u8005\u6216DOI\u641c\u7d22\u3002Crossref\u7684\u516c\u5f00REST API\u63d0\u4f9b\u7531\u51fa\u7248\u6210\u5458\u548c\u53ef\u4fe1\u6765\u6e90\u63d0\u4ea4\u7684\u4e66\u76ee\u5143\u6570\u636e\uff0c\u53ef\u6838\u5bf9\u6807\u9898\u3001\u4f5c\u8005\u3001\u671f\u520a\u3001\u53d1\u5e03\u65e5\u671f\u548c\u66f4\u65b0\u5173\u7cfb\u3002<a href=\"https:\/\/www.crossref.org\/documentation\/retrieve-metadata\/rest-api\/\" target=\"_blank\" rel=\"noopener\">Crossref REST API documentation<\/a><\/p>\n<p>\u6ca1\u6709DOI\u4e0d\u4ee3\u8868\u4e0d\u5b58\u5728\u3002\u4e66\u7c4d\u3001\u653f\u5e9c\u62a5\u544a\u3001\u6cd5\u5f8b\u6587\u4ef6\u3001\u6807\u51c6\u3001\u9884\u5370\u672c\u548c\u673a\u6784\u7f51\u9875\u53ef\u80fd\u4f7f\u7528ISBN\u3001\u62a5\u544a\u7f16\u53f7\u3001\u6cd5\u89c4\u7f16\u53f7\u6216\u6c38\u4e45URL\u3002\u5e94\u5230\u76f8\u5e94\u6743\u5a01\u76ee\u5f55\u67e5\uff1a\u51fa\u7248\u793e\u3001\u56fe\u4e66\u9986\u3001\u653f\u5e9c\u53d1\u5e03\u673a\u6784\u3001\u6cd5\u89c4\u6570\u636e\u5e93\u3001\u6807\u51c6\u673a\u6784\u3001\u7814\u7a76\u4ed3\u5e93\u3002\u4e0d\u8981\u53ea\u5728\u666e\u901a\u641c\u7d22\u7ed3\u679c\u91cc\u770b\u5230\u76f8\u540c\u6807\u9898\u4fbf\u7ed3\u675f\uff0c\u56e0\u4e3a\u590d\u5236AI\u6587\u672c\u7684\u9875\u9762\u53ef\u80fd\u5236\u9020\u5faa\u73af\u786e\u8ba4\u3002<\/p>\n<p>\u7f51\u9875\u94fe\u63a5\u5e94\u5b9e\u9645\u6253\u5f00\uff0c\u5e76\u67e5\u770b\u6700\u7ec8\u8df3\u8f6c\u57df\u540d\u3002\u4e00\u4e2a\u94fe\u63a5\u53ef\u4ee5\u4f7f\u7528\u771f\u5b9e\u673a\u6784\u57df\u540d\u7684\u5916\u89c2\uff0c\u5374\u5305\u542b\u4e0d\u5b58\u5728\u7684\u8def\u5f84\uff1b\u4e5f\u53ef\u80fd\u8df3\u5230\u767b\u5f55\u9875\u3001\u9996\u9875\u3001\u641c\u7d22\u7ed3\u679c\u6216\u4e0e\u4e3b\u5f20\u65e0\u5173\u7684\u6587\u6863\u3002\u8bb0\u5f55404\u3001\u91cd\u5b9a\u5411\u548c\u9875\u9762\u6807\u9898\uff0c\u4e0d\u8981\u8ba9\u94fe\u63a5\u7684\u84dd\u8272\u6837\u5f0f\u66ff\u5b83\u4f5c\u8bc1\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u5173\uff1a\u4e66\u76ee\u4fe1\u606f\u662f\u5426\u5339\u914d<\/strong><\/p>\n<p>\u5b58\u5728\u4e00\u7bc7\u76f8\u4f3c\u8bba\u6587\uff0c\u4e0d\u7b49\u4e8eAI\u5f15\u7528\u6b63\u786e\u3002\u9010\u9879\u6838\u5bf9\u6807\u9898\u3001\u5168\u90e8\u6216\u4e3b\u8981\u4f5c\u8005\u3001\u53d1\u8868\u5e74\u4efd\u3001\u671f\u520a\u6216\u673a\u6784\u3001\u7248\u672c\u4e0eDOI\u3002\u5c24\u5176\u6ce8\u610f\u540c\u4e00\u7814\u7a76\u53ef\u80fd\u6709\u9884\u5370\u672c\u3001\u4f1a\u8bae\u8bba\u6587\u3001\u671f\u520a\u7248\u548c\u66f4\u6b63\u7a3f\uff1b\u540c\u540d\u4f5c\u8005\u53ef\u80fd\u5c5e\u4e8e\u4e0d\u540c\u673a\u6784\uff1b\u7f51\u9875\u663e\u793a\u7684\u201cupdated\u201d\u65e5\u671f\u4e0d\u4e00\u5b9a\u662f\u539f\u59cb\u53d1\u5e03\u65e5\u671f\u3002<\/p>\n<p>\u82e5AI\u7ed9\u51fa\u76f4\u63a5\u5f15\u8bed\uff0c\u8fd8\u5e94\u5728\u539f\u6587\u4e2d\u641c\u7d22\u72ec\u7279\u77ed\u8bed\u3002\u627e\u4e0d\u5230\u65f6\uff0c\u4e0d\u8981\u81ea\u52a8\u8ba4\u4e3a\u53ea\u662f\u9875\u7801\u9519\uff1b\u5b83\u53ef\u80fd\u662f\u610f\u8bd1\u88ab\u9519\u8bef\u653e\u8fdb\u5f15\u53f7\uff0c\u6216\u5b8c\u5168\u865a\u6784\u3002\u5373\u4f7f\u627e\u5230\u76f8\u4f3c\u53e5\uff0c\u4e5f\u8981\u8bfb\u53d6\u524d\u540e\u6587\uff0c\u786e\u8ba4\u5426\u5b9a\u8bcd\u3001\u9650\u5b9a\u8303\u56f4\u548c\u8bf4\u8bdd\u8005\u3002<\/p>\n<p>\u6570\u636e\u5f15\u7528\u8fd8\u9700\u6838\u5bf9\u8868\u683c\u6216\u6570\u636e\u96c6\u7248\u672c\u3002\u7edf\u8ba1\u673a\u6784\u53ef\u80fd\u4fee\u8ba2\u5386\u53f2\u6570\u503c\uff0c\u56fe\u8868\u53ef\u80fd\u4f7f\u7528\u5b63\u8c03\u6570\u636e\uff0c\u800cAI\u8f6c\u8ff0\u6210\u672a\u5b63\u8c03\uff1b\u767e\u5206\u6bd4\u53ef\u80fd\u662f\u53d7\u8bbf\u8005\u6bd4\u4f8b\uff0c\u4e0d\u662f\u4eba\u53e3\u6bd4\u4f8b\u3002\u628a\u6570\u636e\u540d\u79f0\u3001\u53d8\u91cf\u3001\u65f6\u95f4\u6bb5\u3001\u5730\u7406\u8303\u56f4\u3001\u5355\u4f4d\u548c\u4e0b\u8f7d\u65e5\u671f\u4e00\u8d77\u8bb0\u5f55\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u5173\uff1a\u6765\u6e90\u662f\u5426\u652f\u6301\u76f8\u90bb\u4e3b\u5f20<\/strong><\/p>\n<p>\u8fd9\u662f\u6700\u5bb9\u6613\u88ab\u7701\u7565\u7684\u4e00\u5173\u3002AI\u53ef\u80fd\u5f15\u7528\u4e00\u7bc7\u771f\u5b9e\u7684\u9690\u79c1\u7814\u7a76\u6765\u652f\u6301\u201c\u67d0\u4ea7\u54c1\u4e00\u5b9a\u8fdd\u6cd5\u201d\uff0c\u5f15\u7528\u4e00\u9879\u7279\u5b9a\u804c\u4e1a\u5b9e\u9a8c\u6765\u58f0\u79f0\u201c\u6240\u6709\u5458\u5de5\u751f\u4ea7\u7387\u63d0\u9ad8\u201d\uff0c\u6216\u5f15\u7528\u6cd5\u89c4\u7684\u4e00\u822c\u539f\u5219\u6765\u7ed9\u51fa\u4e2a\u6848\u6cd5\u5f8b\u7ed3\u8bba\u3002\u6765\u6e90\u76f8\u5173\uff0c\u4e0d\u4ee3\u8868\u5b8c\u6210\u4e86\u63a8\u7406\u3002<\/p>\n<p>\u628aAI\u7684\u53e5\u5b50\u6539\u5199\u6210\u6700\u5c0f\u4e3b\u5f20\uff0c\u518d\u95ee\u539f\u6587\u54ea\u4e00\u6bb5\u652f\u6301\u5b83\u3002\u6bd4\u8f83\u4e3b\u5f20\u5f3a\u5ea6\uff1a\u539f\u6587\u8bf4\u201c\u76f8\u5173\u201d\uff0cAI\u662f\u5426\u5199\u6210\u201c\u5bfc\u81f4\u201d\uff1b\u539f\u6587\u8bf4\u201c\u5728\u8fd9\u7ec4\u6837\u672c\u4e2d\u201d\uff0cAI\u662f\u5426\u63a8\u5e7f\u5230\u6240\u6709\u4eba\uff1b\u539f\u6587\u8bf4\u201c\u53ef\u80fd\u201d\uff0cAI\u662f\u5426\u5199\u6210\u201c\u5fc5\u7136\u201d\uff1b\u539f\u6587\u7814\u7a76\u65e7\u7248\u672c\uff0cAI\u662f\u5426\u5f53\u6210\u5f53\u524d\u4ea7\u54c1\u4e8b\u5b9e\u3002<\/p>\n<p>\u5982\u679c\u53ea\u6709\u6458\u8981\u53ef\u4ee5\u9605\u8bfb\uff0c\u5c31\u53ea\u80fd\u9a8c\u8bc1\u6458\u8981\u660e\u786e\u8986\u76d6\u7684\u8303\u56f4\u3002\u4e0d\u8981\u5047\u88c5\u5df2\u7ecf\u68c0\u67e5\u4e86\u65b9\u6cd5\u3001\u9650\u5236\u548c\u9644\u5f55\u3002\u4ed8\u8d39\u5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\u3002\u540c\u4e00\u4e2aURL\u53ef\u80fd\u5728\u4eca\u5929\u663e\u793a\u4e0d\u540c\u5185\u5bb9\u3002\u5bf9\u4e8e\u91cd\u8981\u5f15\u7528\uff0c\u8bb0\u5f55\u8bbf\u95ee\u65e5\u671f\u3001\u6587\u4ef6\u7248\u672c\u3001\u53d1\u5e03\u65e5\u671f\uff0c\u5e76\u4f18\u5148\u4fdd\u5b58\u6c38\u4e45PDF\u3001\u516c\u544a\u7f16\u53f7\u6216\u7f51\u9875\u5b58\u6863\u3002\u6cd5\u89c4\u8fd8\u8981\u533a\u5206\u901a\u8fc7\u3001\u5f00\u59cb\u751f\u6548\u3001\u4fee\u8ba2\u4e0e\u5e9f\u6b62\u3002<\/p>\n<p>\u4ea7\u54c1\u6587\u6863\u5e94\u6838\u5bf9\u8d26\u6237\u5c42\u7ea7\u3001\u5730\u533a\u3001\u5e73\u53f0\u548c\u7248\u672c\u3002AI\u8bf4\u201c\u8be5\u670d\u52a1\u652f\u6301\u67d0\u529f\u80fd\u201d\u65f6\uff0c\u53ef\u80fd\u53ea\u9002\u7528\u4e8e\u4f01\u4e1a\u8d26\u6237\u6216\u6d4b\u8bd5\u7248\u3002\u94fe\u63a5\u5230\u4ea7\u54c1\u9996\u9875\u65e0\u6cd5\u652f\u6301\u8fd9\u4e9b\u8fb9\u754c\uff0c\u5fc5\u987b\u5f15\u7528\u5177\u4f53\u6587\u6863\u6bb5\u843d\u3002<\/p>\n<p><strong>\u4e00\u4e2a\u4e94\u6b65\u5f15\u7528\u5ba1\u8ba1\u6cd5<\/strong><\/p>\n<p>\u7b2c\u4e00\u6b65\uff0c\u6253\u5f00\uff1a\u94fe\u63a5\u662f\u5426\u89e3\u6790\uff0c\u6700\u7ec8\u57df\u540d\u4e0e\u6807\u9898\u662f\u4ec0\u4e48\u3002\u7b2c\u4e8c\u6b65\uff0c\u5339\u914d\uff1a\u4f5c\u8005\u3001\u65e5\u671f\u3001\u7248\u672c\u548c\u6807\u8bc6\u7b26\u662f\u5426\u4e00\u81f4\u3002\u7b2c\u4e09\u6b65\uff0c\u5b9a\u4f4d\uff1a\u627e\u5230\u652f\u6301\u4e3b\u5f20\u7684\u9875\u7801\u3001\u8868\u683c\u6216\u6bb5\u843d\u3002\u7b2c\u56db\u6b65\uff0c\u9650\u7f29\uff1a\u628aAI\u7684\u8868\u8fbe\u7f29\u5230\u6765\u6e90\u771f\u6b63\u652f\u6301\u7684\u5f3a\u5ea6\u4e0e\u8303\u56f4\u3002\u7b2c\u4e94\u6b65\uff0c\u8bb0\u5f55\uff1a\u4fdd\u5b58\u9a8c\u8bc1\u72b6\u6001\u3001\u8bbf\u95ee\u65e5\u671f\u548c\u672a\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<p>\u9ad8\u540e\u679c\u5185\u5bb9\u53ef\u7531\u7b2c\u4e8c\u4eba\u590d\u6838\u627f\u91cd\u5f15\u7528\u3002\u81ea\u52a8\u5316\u811a\u672c\u53ef\u4ee5\u68c0\u67e5URL\u72b6\u6001\u4e0eDOI\u5143\u6570\u636e\uff0c\u4f46\u4e0d\u80fd\u53ef\u9760\u5224\u65ad\u6765\u6e90\u662f\u5426\u652f\u6301\u4e00\u4e2a\u590d\u6742\u7ed3\u8bba\uff1b\u8bed\u4e49\u8fd9\u4e00\u5173\u4ecd\u9700\u8981\u7406\u89e3\u539f\u6587\u4e0e\u7528\u9014\u3002<\/p>\n<p><strong>\u6211\u7684\u5224\u65ad\uff1a\u628aAI\u5f53\u4f5c\u7ebf\u7d22\u751f\u6210\u5668\uff0c\u4e0d\u5f53\u4f5c\u4e66\u76ee\u6570\u636e\u5e93<\/strong><\/p>\n<p>AI\u975e\u5e38\u9002\u5408\u63d0\u51fa\u641c\u7d22\u8bcd\u3001\u76f8\u5173\u673a\u6784\u3001\u53ef\u80fd\u7684\u7814\u7a76\u65b9\u5411\u548c\u5019\u9009\u6587\u732e\u3002\u5b83\u628a\u201c\u4ece\u54ea\u91cc\u5f00\u59cb\u201d\u53d8\u5feb\uff0c\u5374\u4e0d\u4fdd\u8bc1\u201c\u6700\u540e\u5f15\u7528\u4ec0\u4e48\u201d\u3002\u6bcf\u6761\u8fdb\u5165\u6b63\u5f0f\u6587\u7ae0\u3001\u62a5\u544a\u6216\u51b3\u5b9a\u7684\u6765\u6e90\uff0c\u90fd\u5e94\u7ecf\u8fc7\u72ec\u7acb\u5b58\u5728\u68c0\u67e5\u548c\u652f\u6301\u5173\u7cfb\u68c0\u67e5\u3002<\/p>\n<p>\u6700\u503c\u5f97\u8b66\u60d5\u7684\u662f\u8fc7\u4e8e\u5408\u9002\u7684\u5f15\u7528\uff1a\u6807\u9898\u6b63\u597d\u9010\u5b57\u56de\u7b54\u4f60\u7684\u95ee\u9898\uff0c\u6570\u5b57\u6b63\u597d\u652f\u6301\u7ed3\u8bba\uff0c\u94fe\u63a5\u53c8\u5f88\u957f\u5f88\u4e13\u4e1a\u3002\u73b0\u5b9e\u7814\u7a76\u5f80\u5f80\u66f4\u7a84\u3001\u66f4\u6709\u6761\u4ef6\u3002\u5b8c\u7f8e\u8d34\u5408\u53ef\u80fd\u662f\u68c0\u7d22\u6210\u529f\uff0c\u4e5f\u53ef\u80fd\u662f\u6a21\u578b\u4e3a\u8bba\u70b9\u5b9a\u5236\u4e86\u4e00\u6761\u5e76\u4e0d\u5b58\u5728\u7684\u8bc1\u636e\u3002<\/p>\n<p><strong>\u53d1\u5e03\u524d\u68c0\u67e5\u6e05\u5355<\/strong><\/p>\n<ul>\n<li>\u94fe\u63a5\u662f\u5426\u5b9e\u9645\u6253\u5f00\u5e76\u5230\u8fbe\u6b63\u786e\u6587\u6863\uff0c\u800c\u975e\u9996\u9875\u6216\u641c\u7d22\u9875\uff1f<\/li>\n<li>DOI\u3001\u6807\u9898\u3001\u4f5c\u8005\u3001\u5e74\u4efd\u3001\u671f\u520a\u6216\u673a\u6784\u662f\u5426\u76f8\u4e92\u5339\u914d\uff1f<\/li>\n<li>\u662f\u5426\u533a\u5206\u9884\u5370\u672c\u3001\u6700\u7ec8\u7248\u3001\u66f4\u6b63\u4e0e\u64a4\u7a3f\uff1f<\/li>\n<li>\u539f\u6587\u54ea\u4e00\u6bb5\u3001\u54ea\u4e00\u8868\u683c\u76f4\u63a5\u652f\u6301\u76f8\u90bb\u4e3b\u5f20\uff1f<\/li>\n<li>AI\u662f\u5426\u628a\u76f8\u5173\u5199\u6210\u56e0\u679c\u3001\u628a\u5c40\u90e8\u63a8\u5e7f\u6210\u666e\u904d\uff1f<\/li>\n<li>\u6570\u5b57\u7684\u5206\u6bcd\u3001\u5355\u4f4d\u3001\u6837\u672c\u3001\u65f6\u95f4\u4e0e\u5730\u533a\u662f\u4ec0\u4e48\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u72ec\u7acb\u91cd\u7b97\u81f3\u5c11\u4e00\u4e2a\u627f\u91cd\u6570\u5b57\uff1f<\/li>\n<li>\u6765\u6e90\u662f\u5426\u4e00\u624b\u3001\u73b0\u884c\uff0c\u5e76\u4e0e\u4e3b\u5f20\u7c7b\u578b\u5339\u914d\uff1f<\/li>\n<li>\u65e0\u6cd5\u53d6\u5f97\u5168\u6587\u6216\u5c1a\u672a\u9a8c\u8bc1\u7684\u9879\u76ee\u662f\u5426\u6e05\u695a\u6807\u8bb0\uff1f<\/li>\n<\/ul>\n<p><strong>\u7ed3\u8bba<\/strong><\/p>\n<p>\u5224\u65adAI\u5f15\u7528\u771f\u5047\u9700\u8981\u9a8c\u8bc1\u5b58\u5728\u3001\u5143\u6570\u636e\u548c\u652f\u6301\u5173\u7cfb\u4e09\u4e2a\u5c42\u6b21\u3002\u771f\u5b9e\u94fe\u63a5\u53ef\u80fd\u4e0d\u652f\u6301\u4e3b\u5f20\uff0c\u6b63\u786e\u6807\u9898\u53ef\u80fd\u914d\u9519\u6570\u636e\uff0c\u6f02\u4eae\u6570\u5b57\u53ef\u80fd\u6ca1\u6709\u5408\u9002\u5206\u6bcd\u3002\u8ba9AI\u5e2e\u52a9\u53d1\u73b0\u7ebf\u7d22\uff0c\u4f46\u8ba9DOI\u3001\u5b98\u65b9\u8bb0\u5f55\u3001\u539f\u59cb\u6bb5\u843d\u548c\u72ec\u7acb\u8ba1\u7b97\u51b3\u5b9a\u4ec0\u4e48\u53ef\u4ee5\u6b63\u5f0f\u5f15\u7528\u3002\u5f15\u7528\u7684\u4ef7\u503c\u4e0d\u5728\u6570\u91cf\uff0c\u800c\u5728\u8bfb\u8005\u80fd\u5426\u6cbf\u5b83\u56de\u5230\u8bc1\u636e\u3002<\/p>\n<p><strong>\u76f8\u5173\u95ee\u9898<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/geoffreychen.com\/zh\/why-can-confident-ai-be-completely-wrong\/\">AI\u770b\u8d77\u6765\u5f88\u6709\u628a\u63e1\uff0c\u4e3a\u4ec0\u4e48\u4ecd\u7136\u53ef\u80fd\u5b8c\u5168\u9519\u8bef\uff1f<\/a><\/li>\n<li><a href=\"https:\/\/geoffreychen.com\/zh\/what-does-ai-miss-when-summarising-long-documents\/\">AI\u603b\u7ed3\u957f\u6587\u6863\u65f6\u6700\u5bb9\u6613\u9057\u6f0f\u4ec0\u4e48\uff1f<\/a><\/li>\n<\/ul>\n<p><strong>\u7ee7\u7eed\u9605\u8bfb\u672c\u7cfb\u5217\uff1a<\/strong> <a href=\"https:\/\/geoffreychen.com\/zh\/ai-judgment\/\">\u300aAI\u53ef\u4ee5\u76f8\u4fe1\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff1f\u300b\u5168\u90e8\u6587\u7ae0<\/a><\/p>\n<p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17897162,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"Learn a five-step method to verify AI-cited papers, data and links by checking existence, matching metadata, and confirming the source truly supports each 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