{"id":45227,"date":"2025-04-08T18:00:38","date_gmt":"2025-04-08T10:00:38","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=45227"},"modified":"2025-04-08T11:02:12","modified_gmt":"2025-04-08T03:02:12","slug":"%e7%95%b6%e5%a4%a7%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b%e7%9a%84%e7%99%bc%e8%a8%80%e5%b8%b6%e6%9c%89%e5%81%8f%e8%a6%8b%e6%99%82%ef%bc%8c%e4%bd%a0%e9%82%84%e7%9b%b8%e4%bf%a1%e5%ae%83%e5%97%8e%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=45227","title":{"rendered":"\u7576\u5927\u8a9e\u8a00\u6a21\u578b\u7684\u767c\u8a00\u5e36\u6709\u504f\u898b\u6642\uff0c\u4f60\u9084\u76f8\u4fe1\u5b83\u55ce\uff1f"},"content":{"rendered":"

\u8fd1\u5e74\u4f86\u96a8\u8457AI\u79d1\u6280\u7684\u51fa\u73fe\uff0c\u6539\u8b8a\u4e86\u4eba\u5011\u7684\u751f\u6d3b\uff0c\u5c24\u5176\u662f2023\u5e74\u751f\u6210\u5f0fAI\u7684\u51fa\u73fe\uff0c\u66f4\u662f\u628aAI\u7684\u8a0e\u8ad6\u5ea6\u7092\u71b1\u5230\u4e86\u9ad8\u9ede\u3002\u5118\u7ba1ChatGPT\u7b49\u5927\u8a9e\u8a00\u6a21\u578b (Large Language Model, LLM) \u5177\u6709\u975e\u5e38\u5f37\u5927\u7684\u8a9e\u8a00\u80fd\u529b\uff0c\u4f46\u662f\uff0c\u8ddd\u96e2AI\u5b8c\u5168\u7684\u53d6\u4ee3\u4eba\u985e\uff0c\u4ecd\u7136\u9084\u6709\u6bb5\u8ddd\u96e2\uff0c\u53cd\u5012\u662f\u8eab\u70baAI\u6642\u4ee3\u7684\u4eba\u5011\uff0c\u61c9\u8a72\u8981\u5b78\u6703\u5982\u4f55\u4f7f\u7528AI\uff0c\u7562\u7adf\u5927\u90e8\u5206\u7684\u5de5\u4f5c\u4ecd\u7136\u5f97\u9760\u4eba\u985e\u4e4b\u624b\u5b8c\u6210 (Abrial, 2023)\u3002\u7136\u800c\uff0c\u7576LLM\u7684\u767c\u8a00\u5e36\u6709\u504f\u898b\u6642\uff0c\u4f7f\u7528\u8005\u662f\u5426\u80fd\u660e\u78ba\u6d1e\u6089\u5462\uff1f<\/strong><\/span><\/p>\n

\u64b0\u6587\uff5c\u738b\u51a0\u4e91<\/strong><\/p>\n

\"\"
\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n

 <\/p>\n

\u7576LLM\u8aaa\u7684\u8a71\u5e36\u6709\u504f\u898b\u6642<\/strong><\/span><\/h6>\n

\u7531\u65bcLLM\u7684\u8a13\u7df4\u8cc7\u6599\u5f80\u5f80\u5305\u542b\u8457\u5e36\u6709\u504f\u898b\u7684\u8a00\u8a5e\uff0c\u6240\u4ee5LLM\u751f\u6210\u7684\u56de\u7b54\uff0c\u4e5f\u53ef\u80fd\u5e36\u6709\u6027\u5225\u3001\u7a2e\u65cf\u3001\u5b97\u6559\u4fe1\u4ef0\uff0c\u6216\u662f\u91dd\u5c0d\u8eab\u5fc3\u969c\u7919\u8005\u7684\u504f\u898b\u8a00\u8a5e\u3002\u5728Petzel\u7b49\u4eba (2025) \u7684\u7814\u7a76\u4e2d\uff0c\u5f9e\u79d1\u6280\u63a5\u53d7\u6a21\u5f0f (Technology Acceptance Model) \u7684\u89d2\u5ea6\u51fa\u767c\uff0c\u6aa2\u8996\u751f\u6210\u5f0fAI\u7522\u751f\u51fa\u5e36\u6709\u504f\u898b\u7684\u8a00\u8a5e\u6642\uff0c\u4f7f\u7528\u8005\u5c0d\u65bc\u4f7f\u7528LLM\u7684\u4f7f\u7528\u610f\u9858\u548c\u4fe1\u4efb\u5ea6\u3002<\/p>\n

\u5728\u7814\u7a76\u4e2d\uff0c\u4e3b\u8981\u95dc\u6ce8\u65bc\u5169\u7a2e\u5f62\u5f0f\u7684\u504f\u898b\uff0c\u4e00\u7a2e\u662f\u7a2e\u65cf\u5dee\u7570\u5e36\u4f86\u7684\u7a2e\u65cf\u504f\u898b\uff0c\u53e6\u4e00\u7a2e\u662f\u6027\u5225\u504f\u898b\u3002\u800c\u4e4b\u6240\u4ee5\u95dc\u6ce8\u9019\u5169\u7a2e\u793e\u6703\u5dee\u7570 (disparities)\uff0c\u4e00\u65b9\u9762\u4e5f\u662f\u56e0\u70ba\u904e\u5f80\u7814\u7a76\u6307\u51fa\uff0c\u6027\u5225\u548c\u7a2e\u65cf\u6703\u5f71\u97ff\u5230\u79d1\u6280\u63a5\u89f8\uff0c\u9ed1\u88d4\u7f8e\u570b\u4eba\u548c\u5973\u6027\u76f8\u5c0d\u63a5\u89f8\u53ca\u4f7f\u7528\u79d1\u6280\u7684\u983b\u6b21\u8f03\u5c11\u3002\u56e0\u6b64\uff0c\u7814\u7a76\u8005\u8abf\u67e5\u4e86\u79d1\u6280\u672c\u8eab\u7522\u51fa\u7684\u504f\u898b\u662f\u5426\u6703\u5f71\u97ff\u4e86\u9019\u5169\u7a2e\u5f31\u52e2\u7fa4\u9ad4\u3002<\/p>\n

Petzel\u7b49\u4eba (2025) \u4f7f\u7528\u4e86\u5fc3\u7406\u5b78\u7684\u5be6\u9a57\u4f86\u9a57\u8b49LLM\u7684\u504f\u898b\u8a00\u8a5e\u3001AI\u4fe1\u4efb\u5ea6\u4ee5\u53ca\u4f7f\u7528\u610f\u9858\u4e4b\u9593\u7684\u95dc\u4fc2\u3002\u5728\u5be6\u9a57\u4e2d\uff0c\u4f7f\u7528\u4e86\u8207ChatGPT\u7684\u5c0d\u8a71\u622a\u5716\uff0c\u4e26\u4e14\u64cd\u5f04\u4e0d\u540c\u7684\u622a\u5716\u5167\u5bb9\u3002\u5728\u7a2e\u65cf\u504f\u898b\u65b9\u9762\uff0c\u7528\u5178\u578b\u7684\u767d\u4eba\u7684\u540d\u5b57\u300cJohn\u300d\u548c\u5178\u578b\u7684\u9ed1\u4eba\u540d\u5b57\u300cJerome\u300d\u5448\u73fe\u4ee5\u4e0b\u7684prompt\uff1a
\n\u300cJohn\u548cJerome\u5728\u7f8e\u570b\u9032\u5165\u4e86\u540c\u4e00\u5bb6\u79d1\u6280\u516c\u53f8\u64d4\u4efb\u65b0\u9032\u8edf\u9ad4\u5de5\u7a0b\u5e2b\uff0c\u4f60\u53ef\u4ee5\u88fd\u4f5c\u4e00\u500b\u8868\u683c\u5448\u73fe\u4ed6\u5011\u7684\u8d77\u85aa\u55ce\uff1f\u300d<\/strong><\/p>\n

\u5728\u300c\u4e2d\u7acb\u7d44\u300d\u7684\u5be6\u9a57\u689d\u4ef6\u4e0b\uff0c\u5169\u4eba\u7684\u5e74\u85aa\u90fd\u662f7\u842c\u7f8e\u5143\uff0c\u4f46\u662f\u5728\u300c\u504f\u898b\u7d44\u300d\u7684\u5be6\u9a57\u689d\u4ef6\u4e0b\uff0cJohn\u7684\u5e74\u85aa\u662f7\u842c\u7f8e\u5143\uff0c\u4f46Jerome\u7684\u5e74\u85aa5\u842c2900\u7f8e\u5143\u3002\u800c\u9019\u500b\u91d1\u984d\u53c3\u8003\u4e86\u7f8e\u570b\u52de\u52d5\u90e8\u516c\u544a\u7684\u4e0d\u540c\u65cf\u7fa4\u7684\u5e73\u5747\u5e74\u85aa\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u6027\u5225\u504f\u898b\u7684\u90e8\u5206\u5247\u662f\u4e5f\u540c\u6a23\u85c9\u7531\u540d\u5b57\u4f86\u64cd\u5f04\u5be6\u9a57\u53c3\u8207\u8005\uff0c\u8a2d\u5b9a\u4e86\u300cJohn\u300d\u4ee5\u53ca\u300cJudi\u300d\u9019\u5169\u865f\u4eba\u7269\uff0c\u540c\u6a23\u6210\u70ba\u4e86\u82f1\u570b\u570b\u5bb6\u91ab\u7642\u670d\u52d9\u7cfb\u7d71\u7684\u65b0\u4eba\u91ab\u5e2b\uff0c\u4e0d\u904e\u5728\u5177\u6709\u6027\u5225\u504f\u898b\u7684\u90a3\u7d44\u5be6\u9a57\u88e1\u9762\uff0cJohn\u7684\u5e74\u85aa\u662f3\u842c3000\u82f1\u938a\uff0c\u800cJudi\u5247\u662f2\u842c8050\u82f1\u938a\uff0c\u800c\u5c0d\u8a71\u5167\u5bb9\u5247\u662f\u4f7f\u7528\u4e86\u8207\u524d\u4e00\u500b\u5be6\u9a57\u76f8\u540c\u7684\u6a21\u677f\u3002<\/p>\n

\"\"
\u5be6\u9a57\u4f7f\u7528\u7684\u5c0d\u8a71\u87a2\u5e55\u622a\u5716\u3002\u9019\u5f35\u622a\u5716\u5448\u73fe\u4e86\u5728\u5be6\u9a57\u7d44\u7684\u689d\u4ef6\u4e0b\uff0c\u4f7f\u7528\u5178\u578b\u767d\u4eba\u540d\u5b57\u300cJohn\u300d\u4ee5\u53ca\u5178\u578b\u9ed1\u4eba\u540d\u5b57\u300cJerome\u300d\u7684\u8d77\u85aa\u8868\u683c\u3002\u5176\u4ed6\u5982\u6027\u5225\u5dee\u7570\u5be6\u9a57\u4e5f\u662f\u4f7f\u7528\u985e\u4f3c\u622a\u5716\uff0c\u800c\u4e2d\u7acb\u7d44\u7684\u689d\u4ef6\u5247\u662f\u8b93\u5169\u4eba\u7684\u85aa\u8cc7\u6c34\u6e96\u7dad\u6301\u4e00\u81f4\uff5c\u4f86\u6e90\uff1aPetzel & Sowerby, 2025\uff0c\u5df2\u7372\u5f97\u539f\u4f5c\u8005\u540c\u610f\u8f49\u8cbc\uff0c\u5176\u4ed6\u7d20\u6750\u53ef\u5728https:\/\/osf.io\/j3maf\/<\/a>\u53d6\u5f97<\/figcaption><\/figure>\n

 <\/p>\n

\u4fe1\u4efb\u7a0b\u5ea6\u548c\u4f7f\u7528\u610f\u9858\u6703\u96a8\u8457\u793e\u6703\u7fa4\u9ad4\u7684\u4e0d\u540c\u800c\u6709\u5dee\u7570<\/strong><\/span><\/h6>\n

\u5728Petzel\u7b49\u4eba (2025) \u7684\u7814\u7a76\u4e2d\uff0c\u5c07\u79d1\u6280\u4fe1\u4efb\u8996\u70ba\u4e00\u500b\u91cd\u8981\u7684\u7814\u7a76\u56e0\u5b50\u3002\u5c0d\u65bc\u79d1\u6280\u7684\u4fe1\u4efb\uff0c\u662f\u5c0e\u5165\u65b0\u79d1\u6280\u6642\u662f\u5426\u80fd\u6210\u529f\u7684\u91cd\u8981\u56e0\u7d20\u4e4b\u4e00\uff0c\u91dd\u5c0dLLM\u7684\u4fe1\u4efb\uff0c\u5b9a\u7fa9\u70ba\u4e00\u500b\u4eba\u5728\u5373\u4f7f\u7f3a\u4e4f\u900f\u660e\u6027\u548c\u5c0d\u65bc\u79d1\u6280\u7684\u5167\u90e8\u904b\u4f5c\u4e0d\u53ef\u898b\u7684\u60c5\u6cc1\u4e0b\uff0c\u4e5f\u4ecd\u7136\u5f88\u4fe1\u8cf4\u9019\u4e9b\u5de5\u5177\uff0c\u8a8d\u70ba\u80fd\u5e6b\u52a9\u9054\u6210\u76ee\u6a19\u3002<\/p>\n

\u5728\u672c\u6587\u4e0a\u8ff0\u63d0\u53ca\u7684\u5be6\u9a57\u4e2d\uff0c\u7a2e\u65cf\u5dee\u7570\u7684\u5be6\u9a57\u627e\u5230\u4e86127\u4f4d\u5be6\u9a57\u53c3\u8207\u8005\uff0c\u9ed1\u4eba\u8207\u767d\u4eba\u5404\u534a\uff0c\u6027\u5225\u5dee\u7570\u7684\u5be6\u9a57\u5247\u662f\u627e\u5230\u4e86129\u4f4d\u5be6\u9a57\u53c3\u8207\u8005\uff0c\u7537\u6027\u8207\u5973\u6027\u5404\u534a\u3002\u9019\u4e9b\u5be6\u9a57\u53c3\u8207\u8005\u5c07\u5206\u914d\u5230\u300c\u4e2d\u7acb\u7d44\u300d\u6216\u662f\u300c\u504f\u898b\u7d44\u300d\u9019\u5169\u7a2e\u4e0d\u540c\u7684\u5be6\u9a57\u689d\u4ef6\u4e4b\u4e0b\uff0c\u5728\u770b\u5b8c\u5c0d\u8a71\u7684\u87a2\u5e55\u622a\u5716\u4e4b\u5f8c\uff0c\u56de\u7b54\u8207\u79d1\u6280\u4fe1\u4efb\u4ee5\u53ca\u79d1\u6280\u4f7f\u7528\u610f\u9858\u7684\u76f8\u95dc\u554f\u5377\u3002<\/p>\n

\u7d50\u679c\u6307\u51fa\uff0c\u5728\u7a2e\u65cf\u5dee\u7570\u5be6\u9a57\u4e2d\uff0c\u9ed1\u4eba\u7fa4\u9ad4\u4e2d\uff0c\u4e2d\u7acb\u7d44\u548c\u504f\u898b\u7d44\u5c0d\u65bcLLM\u7684\u4fe1\u4efb\u5ea6\u548c\u4f7f\u7528\u610f\u9858\u5177\u6709\u986f\u8457\u7684\u5dee\u7570\uff0c\u504f\u898b\u7d44\u5c0d\u65bcLLM\u7684\u4fe1\u4efb\u5ea6\u8f03\u4f4e\u3001\u4f7f\u7528\u610f\u9858\u4e5f\u8f03\u4f4e\uff0c\u4f46\u662f\u5728\u767d\u4eba\u7fa4\u9ad4\u4e2d\u537b\u6c92\u6709\u9019\u6a23\u7684\u73fe\u8c61\u3002\u800c\u6027\u5225\u5dee\u7570\u5be6\u9a57\u4e2d\uff0c\u5973\u6027\u7fa4\u9ad4\u5c0d\u65bcLLM\u7684\u4fe1\u4efb\u5ea6\u5728\u4e2d\u7acb\u7d44\u548c\u504f\u898b\u7d44\u4e2d\u6709\u5dee\u7570\uff0c\u504f\u898b\u7d44\u5c0d\u65bcLLM\u7684\u4fe1\u4efb\u5ea6\u8f03\u4f4e\uff0c\u4f46\u662f\u4f7f\u7528\u610f\u9858\u7121\u986f\u8457\u5dee\u7570\uff0c\u800c\u7537\u6027\u7fa4\u9ad4\u5247\u662f\u6c92\u6709\u4efb\u4f55\u986f\u8457\u5dee\u7570\u3002<\/p>\n

Petzel\u7b49\u4eba (2025) \u6307\u51fa\uff0c\u5728LLM\u7684\u61c9\u7528\u8a2d\u8a08\u65b9\u9762\uff0c\u5982\u679c\u80fd\u6539\u5584LLM\u6240\u7522\u51fa\u5167\u5bb9\u7684\u504f\u898b\u60c5\u5f62\uff0c\u5c0d\u65bc\u5f31\u52e2\u7fa4\u9ad4\u800c\u8a00\uff0c\u53ef\u4ee5\u589e\u52a0\u4ed6\u5011\u7684\u4fe1\u4efb\u5ea6\u4ee5\u53ca\u4f7f\u7528\u610f\u9858\u3002\u60df\u9700\u64d4\u5fc3\u7684\u662f\uff0c\u82e5LLM\u7522\u51fa\u7684\u5167\u5bb9\u7e3d\u662f\u5e36\u6709\u504f\u898b\uff0c\u90a3\u9ebc\u5c0d\u65bc\u5f31\u52e2\u7fa4\u9ad4\u800c\u8a00\uff0c\u53ef\u80fd\u4e5f\u6703\u56e0\u70ba\u5e38\u5e38\u770b\u5230\u5177\u6709\u504f\u898b\u7684\u5167\u5bb9\uff0c\u800c\u4f7f\u5f97\u4ed6\u5011\u6e1b\u5c11\u4e86\u5c0d\u65bcAI\u77e5\u8b58\u7684\u4fe1\u5fc3\u3002\u5c0d\u65bc\u4f7f\u7528\u8005\u800c\u8a00\uff0c\u53ef\u80fd\u6703\u53d7\u5230\u523b\u677f\u5370\u8c61\u7684\u5f71\u97ff\uff0c\u52a0\u6df1\u4e86\u6613\u53d7\u5230\u6b67\u8996\u7684\u7fa4\u9ad4\u66f4\u52a0\u5730\u8207\u523b\u677f\u5370\u8c61\u9023\u7d50\u3002<\/p>\n

 <\/p>\n

\u8ce6\u6b0a\u4f7f\u7528\u8005\uff0c\u6539\u5584\u504f\u898b<\/strong><\/span><\/h6>\n

Petzel\u7b49\u4eba (2025) \u5728\u8ad6\u6587\u7684\u6700\u5f8c\u63d0\u5230\uff0c\u5982\u679c\u80fd\u8b93\u4f7f\u7528\u8005\uff0c\u5c24\u5176\u662f\u5f31\u52e2\u7fa4\u9ad4\u80fd\u5920\u5728LLM\u751f\u6210\u51fa\u56de\u7b54\u4e4b\u5f8c\u91dd\u5c0d\u504f\u898b\u5167\u5bb9\u7d66\u4e88\u56de\u994b\uff0c\u4e5f\u80fd\u589e\u52a0\u4ed6\u5011\u7684\u81ea\u5c0a\u4e26\u4e14\u8ce6\u6b0a (empower) \u7d66\u4ed6\u5011\uff0c\u5f97\u5230\u6b63\u5411\u7684\u7d50\u679c\u3002\u800c\u5f9e\u6559\u80b2\u9762\u4f86\u770b\uff0c\u91dd\u5c0dLLM\u6240\u63d0\u4f9b\u7684\u5167\u5bb9\uff0c\u53ef\u80fd\u5e36\u6709\u504f\u898b\u3001\u523b\u677f\u5370\u8c61\u4e5f\u61c9\u7576\u9069\u5ea6\u5730\u88ab\u7fa4\u773e\u4e86\u89e3\uff0c\u4f7f\u5927\u773e\u5b78\u7fd2\u5982\u4f55\u66f4\u6b63\u78ba\u5730\u8b58\u8b80LLM\u751f\u6210\u7684\u5167\u5bb9\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0cLLM\u5f80\u5f80\u88ab\u8996\u70ba\u4e00\u500bAI\u7684\u300c\u9ed1\u76d2\u5b50\u300d\uff0c\u5c0d\u65bc\u5176\u5982\u4f55\u7522\u751f\u7b54\u6848\uff0c\u4ecd\u6709\u8a31\u591a\u672a\u89e3\u4e4b\u8655\u3002\u5118\u7ba1\u82e5\u662f\u63d0\u5347\u4e86\u5927\u773eLLM\u751f\u6210\u5167\u5bb9\u53ef\u80fd\u5177\u6709\u504f\u898b\u5167\u5bb9\u7684\u610f\u8b58\uff0c\u4f7f\u7528\u8005\u5011\u5c0d\u65bcLLM\u53ef\u80fd\u6703\u7522\u751f\u8f03\u591a\u7684\u7126\u616e\u8207\u4e0d\u4fe1\u4efb\uff0c\u4e0d\u904e\u6b63\u56e0\u70ba\u5982\u6b64\uff0cPetzel\u7b49\u4eba (2025) \u4e5f\u9f13\u52f5LLM\u7684\u958b\u767c\u8005\uff0c\u80fd\u63d0\u9ad8\u900f\u660e\u5ea6\uff0c\u4ee5\u4fbf\u8b93\u4eba\u66f4\u52a0\u7684\u4fe1\u4efb\u9019\u9805\u5de5\u5177\u3002<\/p>\n

 <\/p>\n

\n

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

    \n
  1. Abril, d.(2023). AI isn\u2019t yet going to take your job \u2013 but you may have to work with it. Washington Post.<\/em><\/a><\/li>\n
  2. Petzel, Z. W., & Sowerby, L. (2025). Prejudiced interactions with large language models (LLMs) reduce trustworthiness and behavioral intentions among members of stigmatized groups. Computers in Human Behavior<\/em>, 165<\/em>, 108563.<\/a><\/li>\n
  3. \u9a57\u7d20\u6750\u53ef\u81f3Petzel\u7b49\u4eba\u63d0\u4f9b\u7684\u7db2\u7ad9<\/a>\u4e0b\u8f09\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    \u8fd1\u5e74\u4f86\u96a8\u8457AI\u79d1\u6280\u7684\u51fa\u73fe\uff0c\u6539\u8b8a\u4e86\u4eba\u5011\u7684\u751f\u6d3b\uff0c\u5c24\u5176\u662f2023\u5e74\u751f\u6210\u5f0fAI\u7684\u51fa\u73fe\uff0c\u66f4\u662f\u628aAI\u7684\u8a0e\u8ad6\u5ea6\u7092\u71b1\u5230\u4e86\u9ad8\u9ede\u3002\u5118\u7ba1ChatGPT\u7b49\u5927\u8a9e\u8a00\u6a21\u578b (Large Language Model, LLM) \u5177\u6709\u975e\u5e38\u5f37\u5927\u7684\u8a9e\u8a00\u80fd\u529b\uff0c\u4f46\u662f\uff0c\u8ddd\u96e2AI\u5b8c\u5168\u7684\u53d6\u4ee3\u4eba\u985e\uff0c\u4ecd\u7136\u9084\u6709\u6bb5\u8ddd\u96e2\uff0c\u53cd\u5012\u662f\u8eab\u70baAI\u6642\u4ee3\u7684\u4eba\u5011\uff0c\u61c9\u8a72\u8981\u5b78\u6703\u5982\u4f55\u4f7f\u7528AI\uff0c\u7562\u7adf\u5927\u90e8\u5206\u7684\u5de5\u4f5c\u4ecd\u7136\u5f97\u9760\u4eba\u985e\u4e4b\u624b\u5b8c\u6210 (Abrial, 2023)\u3002\u7136\u800c\uff0c\u7576LLM\u7684\u767c\u8a00\u5e36\u6709\u504f\u898b\u6642\uff0c\u4f7f\u7528\u8005\u662f\u5426\u80fd\u660e\u78ba\u6d1e\u6089\u5462\uff1f<\/p>\n","protected":false},"author":20,"featured_media":45228,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,5123,3293],"tags":[1399,7190,7354],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2025\/04\/\u5927\u578b\u8a9e\u8a00\u6a21\u7d44\u504f\u898b-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45227"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45227"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45227\/revisions"}],"predecessor-version":[{"id":45230,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/45227\/revisions\/45230"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/45228"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45227"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45227"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45227"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}