{"id":43044,"date":"2023-10-12T18:00:55","date_gmt":"2023-10-12T10:00:55","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=43044"},"modified":"2023-10-12T11:31:29","modified_gmt":"2023-10-12T03:31:29","slug":"%e4%bd%a0%e6%95%a2%e8%ae%93ai%e7%86%9f%e6%82%89%e5%85%ac%e5%8f%b8%e6%a9%9f%e5%af%86%e5%97%8e%ef%bc%9fai%e5%95%86%e7%94%a8%e7%9a%84%e5%85%a9%e9%9b%a3","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=43044","title":{"rendered":"\u4f60\u6562\u8b93AI\u719f\u6089\u516c\u53f8\u6a5f\u5bc6\u55ce\uff1fAI\u5546\u7528\u7684\u5169\u96e3"},"content":{"rendered":"

\u5982\u679c\u4f60\u662f\u4e00\u5bb6\u516c\u53f8\u7684\u8001\u95c6\uff0c\u4f60\u9858\u610f\u5c07\u516c\u53f8\u7684\u6240\u6709\u6a5f\u5bc6\u6d29\u6f0f\u7d66AI\u55ce\uff1fOpenAI\u8fd1\u671f\u5ba3\u5e03\u5c07\u63a8\u51fa\u4f01\u696d\u7248\u7684ChatGPT\uff0c\u80fd\u5920\u70ba\u5ba2\u6236\u63d0\u4f9b\u66f4\u5c08\u696d\u7684\u4eba\u5de5\u667a\u6167\uff0c\u4f7fAI\u80fd\u5920\u6b63\u5f0f\u61c9\u7528\u65bc\u5c08\u696d\u7684\u5546\u52d9\u4e0a\u3002\u4f46\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5546\u7528\u4ecd\u9762\u5c0d\u95dc\u9375\u7684\u5169\u96e3\uff1a\u8981\u5920\u6709\u7528\uff0c\u5c31\u5fc5\u9808\u5920\u5c08\u696d\uff1b\u4f46\u5982\u679c\u8981\u5920\u5c08\u696d\uff0c\u5c31\u5f88\u53ef\u80fd\u6d89\u53ca\u7522\u696d\u7684\u6a5f\u5bc6\uff0c\u884d\u751f\u8cc7\u8a0a\u5b89\u5168\u8207\u5546\u696d\u7955\u5bc6\u7684\u554f\u984c\u3002OpenAI\u8072\u7a31\uff0c\u6b64\u7248\u672c\u5c07\u63d0\u4f9b\u300c\u4f01\u696d\u7b49\u7d1a\u7684\u5b89\u5168\u8207\u96b1\u79c1\u300d\uff0c\u4e5f\u627f\u8afe\u4e0d\u6703\u5c07\u5ba2\u6236\u516c\u53f8\u8cc7\u6599\u7528\u65bc\u8a13\u7df4AI\u3002\u4f46\u2026\u4f60\u6703\u9078\u64c7\u5192\u9019\u500b\u98a8\u96aa\u55ce\uff1f<\/strong><\/span><\/p>\n

\u64b0\u6587\uff5c\u8b1d\u9054\u6587<\/strong><\/p>\n

\u5f88\u591a\u4eba\u60f3\u50cf\u4e2d\uff0c\u300c\u672a\u4f86\u8fa6\u516c\u5ba4\u300d\u7684\u5de5\u4f5c\u6a21\u5f0f\u61c9\u8a72\u662f\u4eba\u8207AI\u5171\u540c\u5354\u4f5c\uff0c\u5728ChatGPT\u7b49\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7ac4\u7d05\u4e4b\u5f8c\uff0c\u9019\u6a23\u7684\u60f3\u50cf\u770b\u4f86\u66f4\u6709\u53ef\u80fd\u5be6\u73fe\u3002\u6309\u7167\u9019\u6a23\u7684\u60f3\u50cf\uff0c\u4e0d\u8ad6\u4f60\u5728\u54ea\u4e00\u500b\u7522\u696d\uff0c\u90fd\u53ef\u4ee5\u5728\u96fb\u8166\u4e0a\u8f38\u5165\u4e00\u4e9b\u8acb\u6c42\uff0cAI\u5c31\u6703\u4f9d\u7167\u5148\u524d\u6240\u53d7\u7684\u8a13\u7df4\uff0c\u81ea\u52d5\u5b8c\u6210\u76f8\u61c9\u7684\u6587\u4ef6\u3001\u5716\u50cf\u3001\u7a0b\u5f0f\uff0c\u5373\u4f7f\u662f\u9ad8\u5ea6\u5c08\u696d\u7684\u4efb\u52d9\u4e5f\u53ef\u4ee5\u5b8c\u6210\u3002<\/p>\n

\u4f46\u662f\u9019\u6a23\u7684\u7406\u60f3\u4e26\u4e0d\u5bb9\u6613\u5be6\u73fe\uff0c\u7665\u7d50\u6240\u5728\u5c31\u662fAI\u53ea\u80fd\u300c\u4f9d\u7167\u5148\u524d\u6240\u53d7\u7684\u8a13\u7df4\u300d\u7522\u51fa\u7b54\u6848\u3002<\/p>\n

\"\"
\u4f86\u6e90\uff1a\u91cd\u7e6a\u81eaMotionElements<\/figcaption><\/figure>\n
\u5546\u7528AI\u7684\u6838\u5fc3\u5169\u96e3<\/strong><\/span><\/h6>\n

\u5982\u679c\u53ea\u662f\u8981\u56de\u7b54\u4e00\u822c\u6027\u7684\u554f\u984c\uff0c\u6bd4\u5982\u89e3\u7b54\u7b97\u8853\u984c\u76ee\uff0c\u6216\u662f\u7522\u51fa\u5236\u5f0f\u4fe1\u4ef6\uff0cAI\u7d93\u5e38\u53ef\u4ee5\u61c9\u4ed8\u3002\u4f46\u5982\u679c\u8981\u56de\u7b54\u7279\u5b9a\u7684\u5c08\u696d\u554f\u984c\uff0c\u73fe\u884c\u7684AI\u7d93\u5e38\u7121\u80fd\u70ba\u529b\u2500\u2500\u8fd1\u671f\u6700\u6709\u540d\u7684\u4f8b\u5b50\u662f\uff0c\u7f8e\u570b\u6709\u5f8b\u5e2b\u4ee5ChatGPT\u7522\u51fa\u6cd5\u5f8b\u6587\u66f8\uff0c\u537b\u88ab\u6cd5\u5b98\u767c\u73fe\u5167\u5bb9\u591a\u8655\u5f15\u7528\u6839\u672c\u4e0d\u5b58\u5728\u7684\u5224\u6c7a\u5148\u4f8b\uff0c\u56e0\u6b64\u88ab\u88c1\u7f705000\u7f8e\u91d1 (Shin, 2023)\u3002\u5728\u9019\u500b\u6848\u4f8b\u4e2d\uff0c\u6587\u66f8\u6240\u5f15\u7528\u7684\u9019\u4e9b\u5224\u6c7a\u5148\u4f8b\u662fAI\u5e7b\u60f3\u51fa\u4f86\u7684\uff1aAI\u900f\u904e\u6240\u5b78\uff0c\u77e5\u9053\u9019\u985e\u7684\u6587\u66f8\u5fc5\u9808\u5927\u91cf\u5f15\u7528\u300c\u50cf\u662f\u5224\u6c7a\u5148\u4f8b\u7684\u6771\u897f\u300d\uff0c\u4f46AI\u53c8\u4e0d\u5920\u300c\u5c08\u696d\u300d\uff0c\u7121\u6cd5\u771f\u7684\u8fa8\u5225\u4e26\u6574\u7406\u76f8\u95dc\u7684\u5148\u4f8b\uff0c\u53cd\u800c\u662f\u300c\u5e7b\u60f3\u300d(hallucinate) \u51fa\u4e0d\u5b58\u5728\u7684\u5224\u6c7a\u3002\u800c\u9019\u6a23\u7684\u554f\u984c\uff0c\u4e0d\u53ea\u5728\u6cd5\u5f8b\u4e0a\u53ef\u80fd\u767c\u751f\uff0c\u4e5f\u53ef\u80fd\u51fa\u73fe\u65bc\u5176\u4ed6\u5c08\u696d\u9818\u57df\u3002<\/p>\n

\u9806\u8457AI\u767c\u5c55\u7684\u908f\u8f2f\uff0c\u8981\u89e3\u6c7a\u9019\u6a23\u7684\u554f\u984c\u7406\u8ad6\u4e0a\u5176\u5be6\u4e26\u4e0d\u56f0\u96e3\uff1a\u6211\u5011\u53ef\u4ee5\u7814\u767c\u66f4\u5c08\u696d\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u7528\u66f4\u7b26\u5408\u7522\u696d\u5c08\u696d\u9700\u6c42\u7684\u8cc7\u6599\u8a13\u7df4AI\u3002\u4f46\u9019\u6a23\u7684\u89e3\u6cd5\uff0c\u5728\u5be6\u52d9\u4e0a\u537b\u76f8\u7576\u96e3\u9054\u6210\u2500\u2500\u7562\u7adf\uff0c\u9019\u4e9b\u8cc7\u6599\u8981\u5f9e\u54ea\u88e1\u4f86\uff1f<\/p>\n

\u8a66\u60f3\uff0c\u5982\u679c\u4f60\u662f\u516c\u53f8\u7684\u7d93\u71df\u8005\uff0c\u4e0d\u8ad6\u4f60\u5728\u4efb\u4f55\u7522\u696d\uff0c\u4f60\u662f\u5426\u9858\u610f\u8b93\u4f60\u7684\u516c\u53f8\u7576\u300c\u5fd7\u9858\u8005\u300d\uff0c\u8b93\u54e1\u5de5\u4e0d\u65b7\u628a\u7522\u696d\u76f8\u95dc\u7684\u8cc7\u8a0a\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u8cc7\u6599\uff0c\u751a\u81f3\u63d0\u51fa\u56de\u994b\uff0c\u8b93\u6a21\u578b\u53ef\u4ee5\u900f\u904e\u5b78\u7fd2\u9010\u6b65\u6539\u5584\uff0c\u6210\u70ba\u5c0d\u7522\u696d\u66f4\u6709\u7528\u7684AI\uff1f\u5c24\u5176\uff0c\u5728\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5efa\u7f6e\u521d\u671f\uff0cAI\u5c0d\u7522\u80fd\u7684\u5e6b\u52a9\u53ef\u80fd\u975e\u5e38\u6709\u9650\uff0c\u932f\u8aa4\u53ef\u80fd\u76f8\u7576\u591a\uff0c\u9019\u6a23\u505a\u5230\u5e95\u6240\u8b02\u4f55\u4f86\uff1f\u800c\u5f9e\u8cc7\u8a0a\u5b89\u5168\u7684\u89d2\u5ea6\uff0c\u8b93\u516c\u53f8\u54e1\u5de5\u628a\u5404\u7a2e\u5167\u90e8\u7684\u5de5\u4f5c\u9700\u6c42\u300c\u5916\u5305\u300d\u7d66AI\uff0c\u662f\u5426\u4e5f\u7b49\u65bc\u662f\u6d29\u6f0f\u516c\u53f8\u71df\u904b\u7684\u8cc7\u8a0a\uff0c\u5f9e\u6b64\u7121\u6cd5\u5728\u7ba1\u63a7\u8cc7\u8a0a\u7684\u6d41\u5411\uff1f\u9019\u4e9b\u81ea\u5bb6\u54e1\u5de5\u9935\u7d66AI\u7684\u8cc7\u8a0a\uff0c\u662f\u5426\u6703\u56e0\u70ba\u6210\u70ba\u8a13\u7df4\u8cc7\u6599\uff0c\u800c\u88ab\u5176\u4ed6\u540c\u696d\u5f97\u77e5\uff1f(Waters, 2023)<\/p>\n

\u9019\u4e5f\u5c31\u662f\u5546\u7528AI\u767c\u5c55\u7684\u6838\u5fc3\u5169\u96e3\uff1a\u8981\u5920\u6709\u7528\uff0c\u5c31\u5fc5\u9808\u5920\u5c08\u696d\uff1b\u4f46\u5982\u679c\u8981\u5920\u5c08\u696d\uff0c\u5c31\u5f88\u53ef\u80fd\u6d89\u53ca\u7522\u696d\u7684\u6a5f\u5bc6\uff0c\u884d\u751f\u8cc7\u8a0a\u5b89\u5168\u8207\u5546\u696d\u7955\u5bc6\u7684\u554f\u984c\u3002<\/p>\n

\u4e5f\u662f\u5728\u9019\u6a23\u7684\u8003\u91cf\u4e0b\uff0c\u5373\u4f7f\u8abf\u67e5\u986f\u793a\u5df2\u7d93\u6709\u5c07\u8fd1\u4e09\u6210\u7684\u7f8e\u570b\u52de\u5de5\u7d93\u5e38\u5728\u5de5\u4f5c\u4e0a\u4f7f\u7528ChatGPT (Naidu, Coulter and Lange, 2023)\uff0c\u537b\u4ecd\u6709\u8a31\u591a\u5927\u516c\u53f8\u7981\u6b62\u6216\u4e0d\u9f13\u52f5\u54e1\u5de5\u4f7f\u7528AI\u5354\u52a9\u5de5\u4f5c\uff1b\u5728\u81fa\u7063\uff0c\u653f\u5e9c\u76ee\u524d\u4e5f\u7981\u6b62\u516c\u52d9\u54e1\u904b\u7528AI\u751f\u6210\u6a5f\u5bc6\u6587\u66f8\uff0c\u4e5f\u56b4\u7981\u516c\u52d9\u54e1\u5411AI\u63d0\u4f9b\u6a5f\u5bc6\u8cc7\u8a0a\uff08\u5433\u67cf\u8ed2\uff0c2023\uff09\u3002\u9019\u4e9b\u5728\u5728\u90fd\u662f\u56e0\u70ba\u8cc7\u8a0a\u5b89\u5168\u7684\u8003\u91cf\u2500\u2500AI\u5e0c\u671b\u63d0\u4f9b\u66f4\u7b26\u5408\u5c08\u696d\u9700\u6c42\u7684\u670d\u52d9\uff0c\u4f46\u4f01\u696d\u8207\u653f\u5e9c\u4e0d\u6562\u5c07\u5c08\u696d\u8cc7\u8a0a\u8a17\u4ed8\u7d66AI\u3002<\/p>\n

 <\/p>\n

ChatGPT\u516c\u53f8\u7248\uff0c\u53ef\u4ee5\u9003\u812b\u9019\u500b\u5169\u96e3\u55ce\uff1f<\/strong><\/span><\/h6>\n

\u5728\u4eca (2023) \u5e74\u516b\u6708\u5e95\uff0cChatGPT\u7684\u7814\u767c\u516c\u53f8OpenAI\u6b63\u5f0f\u5ba3\u5e03\u8981\u63a8\u51fa\u5546\u7528\u7248\u7684ChatGPT\u3002\u5728\u5b98\u65b9\u7db2\u7ad9\u7684\u516c\u544a\u4e0a\uff0cOpenAI\u7279\u5225\u5f37\u8abf\u5546\u7528\u7248\u5c07\u63d0\u4f9b\u300c\u4f01\u696d\u7b49\u7d1a\u7684\u5b89\u5168\u8207\u96b1\u79c1\u300d\uff0c\u6b63\u662f\u8981\u56de\u61c9\u4e0a\u8ff0\u7684\u96e3\u984c (OpenAI, 2023)\u3002<\/p>\n

\u5177\u9ad4\u800c\u8a00\uff0cOpenAI\u7279\u5225\u627f\u8afe\uff0c\u4f01\u696d\u7248\u300c\u7528\u6236\u7684\u8a60\u5531 (prompts) \u548c\u516c\u53f8\u7684\u8cc7\u6599\uff0c\u4e26\u4e0d\u6703\u7528\u65bc\u8a13\u7df4OpenAI\u65d7\u4e0b\u7684\u6a21\u578b\u3002\uff08\u63db\u8a00\u4e4b\uff0c\u9019\u662f\u5426\u9593\u63a5\u627f\u8a8d\u73fe\u884c\u514d\u8cbb\u7248\u548c\u4ed8\u8cbb\u65d7\u8266\u7248\uff0c\u7528\u6236\u8f38\u5165\u7684\u8cc7\u6599\u90fd\u9084\u662f\u6703\u7528\u65bc\u8a13\u7df4\uff0cOpenAI\u5247\u6c92\u6709\u660e\u78ba\u56de\u8986\u3002\uff09<\/p>\n

\u5982\u679c\u516c\u53f8\u76f8\u4fe1OpenAI\u7684\u627f\u8afe\uff0c\u9019\u6216\u8a31\u89e3\u6c7a\u4e86\u8cc7\u5b89\u554f\u984c\uff0c\u4f46\u5169\u96e3\u7684\u53e6\u4e00\u9762\u99ac\u4e0a\u6d6e\u4e0a\u6aaf\u9762\uff1a\u9019\u6a23\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u771f\u7684\u80fd\u7b26\u5408\u4f01\u696d\u7684\u5c08\u696d\u9700\u6c42\u55ce\uff1f\u6d89\u53ca\u7522\u696d\u5c08\u696d\u77e5\u8b58\u6216\u6280\u80fd\u7684\u9700\u6c42\uff0c\u4f01\u696d\u7248ChatGPT\u662f\u5426\u4f9d\u7136\u5c07\u7121\u80fd\u70ba\u529b\uff0c\u751a\u81f3\u6703\u593e\u96dc\u773e\u591a\u5e7b\u60f3\u51fa\u7684\u932f\u8aa4\u8cc7\u8a0a\uff1f<\/p>\n

\u9019\u4e00\u9ede\u662fOpenAI\u518d\u4f86\u5fc5\u9808\u52aa\u529b\u7684\u554f\u984c\uff0c\u8eab\u70ba\u71df\u5229\u516c\u53f8\uff0c\u5617\u8a66\u5c07\u81ea\u5df1\u7684\u6280\u8853\u63a8\u5ee3\u505a\u9ad8\u968e\u5546\u7528\uff0c\u662f\u76f8\u7576\u5408\u7406\u7684\u767c\u5c55\u3002\u4f46\u662f\uff0cOpenAI\u662f\u5426\u6709\u80fd\u529b\u771f\u7684\u505a\u5230\uff0c\u537b\u662f\u53e6\u4e00\u500b\u554f\u984c\u3002\u5c24\u5176\uff0cOpenAI\u5275\u8fa6\u4eba\u81ea\u5df1\u516c\u958b\u627f\u8a8d\uff0cOpenAI\u73fe\u5728\u5df2\u7d93\u53ef\u80fd\u662f\u300c\u77fd\u8c37\u6700\u8cc7\u672c\u5bc6\u96c6\u7684\u65b0\u5275\u300d\uff0c\u5206\u6790\u5bb6\u66f4\u6307\u51fa\uff0cChatGPT\u73fe\u884c\u7684\u71df\u904b\u6210\u672c\u5df2\u7d93\u76f8\u7576\u9ad8\u6602 (Chowdhury, 2023)\u3002\u5728\u9019\u6a23\u7684\u80cc\u666f\u4e0b\uff0c\u516c\u53f8\u662f\u5426\u6709\u8fa6\u6cd5\u6295\u6ce8\u984d\u5916\u8cc7\u6e90\uff0c\u805a\u7126\u5728\u8655\u7406\u7b26\u5408\u82e5\u5e72\u7279\u5b9a\u7522\u696d\u9700\u6c42\u7684\u8a13\u7df4\u8cc7\u6599\u4e4b\u4e0a\uff0c\u4e5f\u662f\u672a\u4f86\u503c\u5f97\u95dc\u6ce8\u7684\u91cd\u9ede\u3002<\/p>\n

 <\/p>\n

\n

\u53c3\u8003\u6587\u737b<\/strong><\/p>\n

    \n
  1. Shin, Rachel, 2023, \u201cHumiliated lawyers fined $5,000 for submitting ChatGPT hallucinations in court: \u2018I heard about this new site, which I falsely assumed was, like, a super search engine\u2019.\u201d, Fortune<\/em>.<\/a><\/li>\n
  2. Waters, Richard, 2023. \u201cThe paradox of OpenAI\u2019s bid to enter the corporate world.\u201d, Financial Times<\/em>.<\/a><\/li>\n
  3. Naidu, Richa, Martin Coulter, and Jason Lange, 2023, \u201cChatGPT fever spreads to US workplace, sounding alarm for some.\u201d, Reuters<\/em>.<\/a><\/li>\n
  4. \u5433\u67cf\u8ed2\uff0c2023\u3002\u3008\u570b\u79d1\u6703\u516c\u544a \u6a5f\u5bc6\u516c\u52d9\u7981\u7528ChatGPT \uff0f\u300c\u751f\u6210\u5f0fAI\u53c3\u8003\u6307\u5f15\u8349\u6848\u300d\u6536\u96c6\u610f\u898b 28\u65e5\u622a\u6b62\u3009\uff0c\u300a\u81ea\u7531\u6642\u5831\u300b\u3002<\/a><\/li>\n
  5. OpenAI, 2023, \u201cIntroducing ChatGPT Enterprise.\u201d<\/a><\/li>\n
  6. Chowdhury, Hasan, 2023, \u201cChatGPT cost a fortune to make with OpenAI's losses growing to $540 million last year, report says.\u201d, Business Insider<\/em>.<\/a><\/li>\n<\/ol>\n

     <\/p>\n

    \n

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