{"id":35918,"date":"2025-12-16T00:00:08","date_gmt":"2025-12-15T16:00:08","guid":{"rendered":"https:\/\/naipnews.naipo.com\/?p=35918"},"modified":"2025-12-11T09:22:00","modified_gmt":"2025-12-11T01:22:00","slug":"%e4%bb%8e%e6%96%b0%e5%8a%a0%e5%9d%a1%e3%80%8a%e7%89%88%e6%9d%83%e6%b3%95%e3%80%8b2021%e5%b9%b4%e4%bf%ae%e6%b3%95%e7%9c%8b%e5%af%b92025%e5%b9%b4llms%e4%b8%8egen-ai%e4%ba%a7%e4%b8%9a%e7%9a%84%e5%bd%b1","status":"publish","type":"post","link":"https:\/\/naipnews.naipo.com\/zh-hans\/35918\/","title":{"rendered":"\u4ece\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b2021\u5e74\u4fee\u6cd5\u770b\u5bf92025\u5e74LLMs\u4e0eGen AI\u4ea7\u4e1a\u7684\u5f71\u54cd"},"content":{"rendered":"<figure id=\"attachment_1559\" aria-describedby=\"caption-attachment-1559\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1559\" src=\"https:\/\/naipnews.naipo.com\/wp-content\/uploads\/2025\/01\/K1-1.jpg\" alt=\"\" width=\"1024\" height=\"683\" \/><figcaption id=\"caption-attachment-1559\" class=\"wp-caption-text\">\u56fe\u7247\u6765\u6e90 : shutterstock\u3001\u8fbe\u5fd7\u5f71\u50cf<\/figcaption><\/figure>\n<blockquote><p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u7248\u6743\u76f8\u5173\u6cd5\u4ee4\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u51b2\u51fb\u3002\u65b0\u52a0\u5761\u5c06AI\u53d1\u5c55\u5217\u4e3a\u56fd\u5bb6\u91cd\u70b9\u653f\u7b56\uff0c\u5e76\u4e8e2021\u5e74\u5728\u5176\u56fd\u5bb6\u7684\u300a\u7248\u6743\u6cd5\u300b\u4e2d\u589e\u8ba2\uff081\uff09\u8ba1\u7b97\u673a\u6570\u636e\u5206\u6790\uff08computational data analysis, CDA\uff09\u4f8b\u5916\u53ca\uff082\uff09\u5c06\u300a\u5408\u7406\u5904\u7406\u6761\u6b3e\u300b\u8fdb\u884c\u8c03\u6574\uff1b\u8bd5\u56fe\u5728\u4fc3\u8fdbAI\u521b\u65b0\u4e0e\u4fdd\u62a4\u7248\u6743\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u7136\u800c\uff0c\u5c31\u5728\u4e00\u5e74\u540e\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09 \u2014 ChatGPT\u6a2a\u7a7a\u51fa\u4e16\uff0cCDA\u4f8b\u5916\u80fd\u5426\u56e0\u5e94LLMs\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08Gen AI\uff09\u5230\u76ee\u524d\u4e3a\u6b62\u6240\u5e26\u6765\u7684\u6311\u6218\uff1f\u672c\u6587\u5c06\u63a2\u8ba8\u6b64\u4e00\u95ee\u9898\u3002<\/p><\/blockquote>\n<p style=\"font-size: 36px;\"><span style=\"color: #026292;\">\u4ec0\u4e48\u662fCDA\uff1f<\/span><\/p>\n<p>2021\u5e74\u4fee\u6b63\u7684\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u7b2c243\u6761\u89c4\u5b9a\uff0cCDA\u5305\u62ec\uff1a\uff081\uff09\u4f7f\u7528\u8ba1\u7b97\u673a\u7a0b\u5e8f\u4ece\u8457\u4f5c\u6216\u5f55\u5236\u7269\u4e2d\u8bc6\u522b\u3001\u63d0\u53d6\u53ca\u5206\u6790\u4fe1\u606f\u6216\u6570\u636e\uff1b\u4ee5\u53ca\uff082\uff09\u4f7f\u7528\u8457\u4f5c\u6216\u5f55\u5236\u7269\u4f5c\u4e3a\u67d0\u7c7b\u4fe1\u606f\u6216\u6570\u636e\u7684\u8303\u4f8b\uff0c\u4ee5\u6539\u5584\u8ba1\u7b97\u673a\u7a0b\u5e8f\u5728\u5904\u7406\u8be5\u7c7b\u4fe1\u606f\u6216\u6570\u636e\u65b9\u9762\u7684\u529f\u80fd\uff0c\u4f8b\u5982\u4f7f\u7528\u56fe\u50cf\u6765\u8bad\u7ec3\u8ba1\u7b97\u673a\u7a0b\u5e8f\u4ee5\u8fa8\u8bc6\u56fe\u50cf<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>\u3002\u65b0\u52a0\u5761\u77e5\u8bc6\u4ea7\u6743\u5c40\uff08IPOS\uff09\u8fdb\u4e00\u6b65\u8bf4\u660e\uff0cCDA\u5305\u62ec\u300c\u60c5\u611f\u5206\u6790\u3001\u6587\u672c\u4e0e\u6570\u636e\u63a2\u52d8\uff0c\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u300d<a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a>\u3002<\/p>\n<p style=\"font-size: 36px;\"><span style=\"color: #026292;\">CDA\u4f8b\u5916\u4e4b\u8981\u4ef6<\/span><\/p>\n<p>CDA\u4f8b\u5916\u5141\u8bb8\u5229\u7528\u4eba\u91cd\u5236\u53d7\u7248\u6743\u4fdd\u62a4\u7684\u8457\u4f5c\uff0c\u4e3a\u7ef4\u62a4\u7248\u6743\u4eba\u5229\u76ca\uff0c\u5fc5\u987b\u7b26\u5408\u4e0b\u5217\u8981\u4ef6\uff1a<\/p>\n<ul>\n<li>\u8be5\u91cd\u5236\u7269\u7cfb\u4e3a\u8ba1\u7b97\u673a\u6570\u636e\u5206\u6790\u76ee\u7684\u800c\u5236\u4f5c\uff0c\u6216\u4e3a\u8ba1\u7b97\u673a\u6570\u636e\u5206\u6790\u800c\u51c6\u5907<a href=\"#_ftn3\" name=\"_ftnref3\">[3]<\/a>\uff1b<\/li>\n<li>\u4f7f\u7528\u8005\u4e0d\u5f97\u4e0e\u4ed6\u4eba\u5206\u4eab\u8457\u4f5c\u91cd\u5236\u7269\uff0c\u4f46\u4e3a\u9a8c\u8bc1\u8ba1\u7b97\u6570\u636e\u5206\u6790\u7ed3\u679c\u6216\u4e3a\u4e0e\u8be5\u5206\u6790\u76ee\u7684\u76f8\u5173\u534f\u540c\u7814\u7a76\u6216\u7814\u4e60\u8005\uff0c\u4e0d\u5728\u6b64\u9650<a href=\"#_ftn4\" name=\"_ftnref4\">[4]<\/a>\uff1b<\/li>\n<li>\u4f7f\u7528\u8005\u4e0d\u5f97\u5c06\u4f9d\u6b64\u4f8b\u5916\u89c4\u5b9a\u6240\u5236\u4f5c\u4e4b\u8457\u4f5c\u91cd\u5236\u7269\u7528\u4e8e\u4efb\u4f55\u5176\u4ed6\u76ee<a href=\"#_ftn5\" name=\"_ftnref5\">[5]<\/a>\uff1b<\/li>\n<li>\u4f7f\u7528\u8005\u5fc5\u987b\u5408\u6cd5\u53d6\u5f97\uff08lawful access\uff09\u6b32\u91cd\u5236\u8457\u4f5c\u3002\u4f9d\u672c\u6761\u4f8b\u793a\uff0c\u82e5X\u7cfb\u900f\u8fc7\u89c4\u907f\u4ed8\u8d39\u5899\u800c\u53d6\u5f97\u7b2c\u4e00\u4efd\u91cd\u5236\u7269\uff0c\u5219X\u5e76\u975e\u5408\u6cd5\u53d6\u5f97\u8be5\u91cd\u5236\u7269\u3002\u82e5X\u7cfb\u8fdd\u53cd\u6570\u636e\u5e93\u4f7f\u7528\u6761\u6b3e\u800c\u53d6\u5f97\u7b2c\u4e00\u4efd\u91cd\u5236\u7269\uff0c\u5219X\u5e76\u672a\u5408\u6cd5\u53d6\u5f97\u8be5\u91cd\u5236\u7269<a href=\"#_ftn6\" name=\"_ftnref6\">[6]<\/a>\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4f9d\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u7b2c187\u6761(1)\u4e4b\u89c4\u5b9a\uff0c\u4efb\u4f55\u5951\u7ea6\u6761\u6b3e\u82e5\u76f4\u63a5\u6216\u95f4\u63a5\u610f\u56fe\u6392\u9664\u6216\u9650\u5236CDA\u89c4\u5b9a\u4e0b\u7684\u4efb\u4f55\u5141\u8bb8\u4f7f\u7528\uff0c\u8be5\u5951\u7ea6\u6761\u6b3e\u5728\u6b64\u8303\u56f4\u5185\u65e0\u6548<a href=\"#_ftn7\" name=\"_ftnref7\">[7]<\/a>\u3002\u5176\u76ee\u7684\u5728\u4e8e\uff0c\u85c9\u4ee5\u907f\u514d\u7248\u6743\u4eba\u900f\u8fc7\u79c1\u6cd5\u5951\u7ea6\u67b6\u7a7aCDA\u4f8b\u5916\u3002<\/li>\n<li>\u4f5c\u4e3a\u91cd\u5236\u6765\u6e90\u8457\u4f5c\u672c\u8eab\u4e0d\u5f97\u4e3a\u4fb5\u6743\u91cd\u5236\u7269\uff0c\u9664\u975e\u8be5\u4fb5\u6743\u91cd\u5236\u7269\u5bf9\u4e8e\u8be5\u7279\u5b9a\u5206\u6790\u800c\u8a00\u7cfb\u5c5e\u5fc5\u8981\uff1b\u6216\u8005\uff0c\u82e5\u5176\u4e3a\u4fb5\u6743\u91cd\u5236\u7269\uff0c\u4f7f\u7528\u8005\u5fc5\u987b\u4e0d\u77e5\u6b64\u60c5\u4e8b\u3002\u4f46\u82e5\u8be5\u4fb5\u6743\u91cd\u5236\u7269\u7cfb\u53d6\u5f97\u81ea\u4f17\u6240\u5468\u77e5\u7684\u4fb5\u6743\u7f51\u7ad9\uff08\u5982LibGen\u7b49\u5f71\u5b50\u56fe\u4e66\u9986<a href=\"#_ftn8\" name=\"_ftnref8\">[8]<\/a>\uff09\uff0c\u4f7f\u7528\u8005\u5fc5\u987b\u4e0d\u77e5\u6216\u65e0\u5408\u7406\u53ef\u80fd\u77e5\u6089\u6b64\u60c5\u4e8b\uff0c\u624d\u5f97\u4e3b\u5f20CDA\u4f8b\u5916<a href=\"#_ftn9\" name=\"_ftnref9\">[9]<\/a>\u3002<\/li>\n<\/ul>\n<p>\u6839\u636eIPOS\u63d0\u4f9b\u7684\u4f8b\u793a\uff0c\u4e00\u5bb6\u516c\u53f8\u6b63\u5728\u5f00\u53d1\u80fd\u5c06\u4e66\u7c4d\u4ece\u4e00\u79cd\u8bed\u8a00\u7ffb\u8bd1\u6210\u53e6\u4e00\u79cd\u8bed\u8a00\u7684AI\u7a0b\u5e8f\u3002\u4e3a\u8bad\u7ec3\u8be5\u7a0b\u5e8f\u8fa8\u8bc6\u6a21\u5f0f\uff0c\u516c\u53f8\u9700\u8981\u91cd\u5236\u5404\u79cd\u4e66\u7c4d\u3002\u8be5\u516c\u53f8\u53ef\u4f9dCDA\u4f8b\u5916\u8fdb\u884c\u91cd\u5236\uff0c\u65e0\u987b\u4e8b\u5148\u53d6\u5f97\u7248\u6743\u4eba\u8bb8\u53ef\uff0c\u4f46\u5fc5\u987b\u9075\u5b88\u76f8\u5173\u6761\u4ef6\uff1a\u300c\u4e0d\u5f97\u5c06\u91cd\u5236\u7269\u7528\u4e8e\u6570\u636e\u5206\u6790\u4ee5\u5916\u76ee\u7684\uff0c\u4e14\u5fc5\u987b\u5408\u6cd5\u53d6\u5f97\u6570\u636e\uff0c\u4f8b\u5982\u8d2d\u4e70\u4e66\u7c4d\u6216\u8ba2\u9605\u76f8\u5173\u670d\u52a1\uff0c\u4e0d\u5f97\u89c4\u907f\u4ed8\u8d39\u5899\u53d6\u5f97\u4e66\u7c4d<a href=\"#_ftn10\" name=\"_ftnref10\">[10]<\/a>\u300d\u3002<\/p>\n<p style=\"font-size: 36px;\"><span style=\"color: #026292;\">\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u4fee\u6cd5\u91cd\u70b9 \u2014 \u589e\u8ba2CDA\u4f8b\u5916\u4e0e\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u9002\u7528<\/span><\/p>\n<p style=\"font-size: 28px;\"><span style=\"color: #026292;\"><strong>CDA\u4f8b\u5916<\/strong><\/span><\/p>\n<p>\u65b0\u52a0\u5761CDA\u4f8b\u5916\u5236\u5b9a\u4e8e2021\u5e74\uff0c\u5f53\u65f6\u7acb\u6cd5\u8005\u6240\u9884\u671f\u7684AI\u5e94\u7528\u4e3b\u8981\u4e3a\u4f20\u7edf\u673a\u5668\u5b66\u4e60\uff0c\u5176\u6838\u5fc3\u5728\u4e8e\u300c\u5206\u6790\u6570\u636e\u6a21\u5f0f\u300d\uff0c\u800c\u975e\u5229\u7528\u8868\u8fbe\u5185\u5bb9\u3002\u7136\u800c\uff0c\u968f\u7740 \u2014 ChatGPT\u4e8e2022\u5e7411\u6708\u53d1\u5e03\uff0c\u76f8\u5173\u7248\u6743\u8bae\u9898\u7684\u91cd\u5fc3\u968f\u4e4b\u8f6c\u5411LLMs\u4e0eGen AI\u3002CDA\u4f8b\u5916\u80fd\u5426\u9002\u7528\u4e8e\u4e0a\u8ff0\u4e24\u8005\u8bae\u9898\uff0c\u6210\u4e3a\u4e9f\u5f85\u5398\u6e05\u7684\u95ee\u9898\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5c31\u8f93\u5165 \/ \u8bad\u7ec3\u9636\u6bb5\u800c\u8a00\uff0cGen AI\u5236\u4f5c\u91cd\u5236\u7269\uff08\u5305\u62ec\u5c06\u8457\u4f5c\u8f6c\u6362\u4e3a\u673a\u5668\u53ef\u8bfb\u683c\u5f0f\uff0c\u6216\u5728\u67d0\u4e9bGen AI\u4e2d\u50a8\u5b58\u6570\u636e\uff09\u5e76\u975e\u4ec5\u4e3a\u4e86\u5206\u6790\u6570\u636e\u4ee5\u6539\u5584AI\u9488\u5bf9\u8be5\u6570\u636e\u7684\u8fd0\u4f5c\u529f\u80fd\uff0c\u800c\u662f\u4e3a\u4e86\u6839\u636e\u8fd9\u4e9b\u8d44\u6599\u751f\u6210\u65b0\u7684\u8868\u8fbe\u6027\u4f5c\u54c1\uff0c\u6b64\u4e00\u76ee\u7684\u5df2\u8d85\u51faCDA\u4f8b\u5916\u6240\u5141\u8bb8\u7684\u8303\u56f4\u3002\u53e6\u5916\uff0cLLMs\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u4ece\u7f51\u7edc\u6293\u53d6\u6587\u5b57\u53ca\u56fe\u50cf\u5f80\u5f80\u4f1a\u7ed5\u8fc7\u4ed8\u8d39\u673a\u5236\u6216\u8fdd\u53cd\u4f7f\u7528\u6761\u6b3e\uff0c\u4ece\u800c\u8fdd\u53cd\u5408\u6cd5\u53d6\u5f97\u8981\u4ef6\u3002\u636e\u79f0ChatGPT\u53ca\u5176\u524d\u8eabLLMs\u4f7f\u7528\u6765\u81eaCommon Crawl\u3001BookCorpus\u3001Books1\u53caBooks2\u7b49\u5f71\u5b50\u56fe\u4e66\u9986\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\uff0c\u6b64\u4e00\u4e8b\u5b9e\u663e\u793a\u5176\u6570\u636e\u53d6\u5f97\u65b9\u5f0f\u5e76\u4e0d\u5408\u6cd5<a href=\"#_ftn11\" name=\"_ftnref11\">[11]<\/a>\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u5c31\u8f93\u51fa \/ \u751f\u6210\u9636\u6bb5\u800c\u8a00\uff0c\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u7b2c243\u6761\u5bf9CDA\u7684\u5b9a\u4e49\u5e76\u672a\u6db5\u76d6\u57fa\u4e8e\u5206\u6790\u6570\u636e\u800c\u751f\u6210\u6216\u6563\u5e03\u65b0\u8457\u4f5c\u884c\u4e3a\u3002\u56e0\u6b64\uff0cCDA\u4f8b\u5916\u7684\u9002\u7528\u8303\u56f4\u4ec5\u6db5\u76d6\u8f93\u5165\u9636\u6bb5\uff08\u5373\u4e3a\u8bad\u7ec3\u76ee\u7684\u800c\u91cd\u5236\u8457\u4f5c\u4e4b\u884c\u4e3a\uff09\uff0c\u5bf9\u4e8e\u8f93\u51fa\u9636\u6bb5\uff08\u5373AI\u7cfb\u7edf\u751f\u6210\u65b0\u5185\u5bb9\u4e4b\u884c\u4e3a\uff09\u5219\u4e0d\u63d0\u4f9b\u4efb\u4f55\u4fdd\u62a4\u3002\u5f53Gen AI\u751f\u6210\u7684\u5185\u5bb9\u4ea7\u751f\u7248\u6743\u4e89\u8bae\u65f6\uff0c\u5fc5\u987b\u56de\u5f52\u4f20\u7edf\u300a\u7248\u6743\u6cd5\u300b\u7684\u6846\u67b6\u8fdb\u884c\u5224\u65ad\u3002\u5177\u4f53\u800c\u8a00\uff0c\u987b\u5c31\u4e2a\u522bAI\u751f\u6210\u5185\u5bb9\u8fdb\u884c\u5b9e\u8d28\u8fd1\u4f3c\u6027\u5206\u6790\uff0c\u5224\u65ad\u662f\u5426\u6784\u6210\u5bf9\u7279\u5b9a\u8457\u4f5c\u4e4b\u4fb5\u6743\uff1b\u82e5\u6784\u6210\u4fb5\u6743\uff0c\u5219\u53ef\u80fd\u8fdb\u4e00\u6b65\u5ba1\u914c\u79ef\u6781\u6297\u8fa9\u662f\u5426\u6210\u7acb\uff0c\u5305\u62ec\u4f9d\u636e\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u7b2c191\u6761\u8fdb\u884c\u5408\u7406\u4f7f\u7528\u5206\u6790<a href=\"#_ftn12\" name=\"_ftnref12\">[12]<\/a>\u3002<\/p>\n<p style=\"font-size: 28px;\"><span style=\"color: #026292;\"><strong>\u5408\u7406\u4f7f\u7528\u6761\u6b3e<\/strong><\/span><\/p>\n<p>\u65b0\u52a0\u5761\u4e8e2021\u5e74\u300a\u7248\u6743\u6cd5\u300b\u4fee\u6cd5\u65f6\uff0c\u6539\u91c7<strong><u>\u7f8e\u56fd\u5f0f\u7684\u5408\u7406\u4f7f\u7528\uff08<\/u><\/strong><strong><u>fair use\uff09\u6761\u6b3e<\/u><\/strong>\uff0c\u53d6\u4ee3\u539f\u672c\u82f1\u56fd\u5f0f\u7684\u5408\u7406\u5904\u7406\uff08fair dealing\uff09\u6761\u6b3e\u3002\u65b0\u52a0\u5761\u300a\u7248\u6743\u6cd5\u300b\u7b2c190\u6761\u660e\u5b9a\u5bf9\u8457\u4f5c\u8fdb\u884c\u5408\u7406\u4f7f\u7528\u7cfb\u5c5e\u5141\u8bb8\u4e4b\u4f7f\u7528\u3002\u4e0e\u4e0a\u540c\u6cd5\u7b2c191\u6761\u5219\u89c4\u5b9a\uff0c\u5728\u5224\u65ad\u8457\u4f5c\u662f\u5426\u6784\u6210\u5408\u7406\u4f7f\u7528\u65f6\uff0c\u5fc5\u987b\u8003\u8651\u6240\u6709\u76f8\u5173\u4e8b\u9879\uff0c\u5305\u62ec\u4e0b\u5217\u56db\u9879\u56e0\u7d20\uff1a\uff081\uff09\u4f7f\u7528\u4e4b\u76ee\u7684\u53ca\u6027\u8d28\uff0c\u5305\u62ec\u8be5\u4f7f\u7528\u662f\u5426\u5177\u5546\u4e1a\u6027\u8d28\u6216\u7cfb\u4e3a\u975e\u8425\u5229\u6559\u80b2\u76ee\u7684\uff1b\uff082\uff09\u8457\u4f5c\u4e4b\u6027\u8d28\uff1b\uff083\uff09\u6240\u4f7f\u7528\u90e8\u5206\u4e4b\u6570\u91cf\u53ca\u5b9e\u8d28\u6027\u5360\u6574\u4f53\u8457\u4f5c\u4e4b\u6bd4\u4f8b\uff1b\u4ee5\u53ca\uff084\uff09\u8be5\u4f7f\u7528\u5bf9\u8457\u4f5c\u6f5c\u5728\u5e02\u573a\u6216\u4ef7\u503c\u6240\u4ea7\u751f\u4e4b\u5f71\u54cd\u3002<\/p>\n<p>\u4e0d\u540c\u4e8e\u5148\u524d\u7684\u300a\u5408\u7406\u5904\u7406\u6761\u6b3e\u300b\uff0c\u300a\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u300b\u4f5c\u4e3a\u4e00\u79cd\u5f00\u653e\u6027\u7684\u4e00\u822c\u4f8b\u5916\u89c4\u5b9a\uff0c\u5141\u8bb8\u6cd5\u9662\u4f9d\u4e2a\u6848\u60c5\u51b5\u7075\u6d3b\u9002\u7528\uff0c\u900f\u8fc7\u6743\u8861\u4e0a\u8ff0\u56db\u9879\u975e\u6392\u4ed6\u6027\u56e0\u7d20\uff0c\u5224\u65ad\u672a\u7ecf\u6388\u6743\u7684\u4f7f\u7528\u662f\u5426\u5408\u7406\u800c\u5f97\u4ee5\u5141\u8bb8\u3002\u6839\u636e\u65b0\u52a0\u5761\u653f\u5e9c\u7684\u8bf4\u660e\uff0c\u6b64\u4e00\u4ece\u300c\u5408\u7406\u5904\u7406\u300d\u8f6c\u5411\u300c\u5408\u7406\u4f7f\u7528\u300d\u7684\u7acb\u6cd5\u53d8\u9769\uff0c\u65e8\u5728\u4f7f\u300a\u7248\u6743\u6cd5\u300b\u66f4\u5177\u524d\u77bb\u6027\u4e0e\u5f39\u6027\uff0c\u4ffe\u80fd\u5728\u7248\u6743\u5229\u4eba\u4e0e\u516c\u4f17\u5229\u76ca\u4e4b\u95f4\u53d6\u5f97\u66f4\u9002\u5f53\u7684\u5e73\u8861<a href=\"#_ftn13\" name=\"_ftnref13\">[13]<\/a>\u3002<\/p>\n<p>\u7531\u4e8eCDA\u4f8b\u5916\u663e\u7136\u65e0\u6cd5\u8ddf\u4e0aAI\u79d1\u6280\u53d1\u5c55\u7684\u811a\u6b65\uff0c\u5b66\u8005\u8ba8\u8bbaGen AI\u7248\u6743\u4e89\u8bae\u7684\u91cd\u5fc3\u5df2\u8f6c\u5411\u300a\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u300b\u7684\u9002\u7528\u3002\u5c3d\u7ba1\u81f3\u4eca\u5c1a\u65e0\u76f8\u5173\u5224\u4f8b\uff0c\u4f46\u4e00\u822c\u8ba4\u4e3a\u65b0\u52a0\u5761\u6cd5\u9662\u5c06\u4f1a\u8ffd\u968f\u7f8e\u56fd\u6cd5\u9662\u7684\u89c1\u89e3\u3002\u56e0\u6b64\uff0c\u5728Gen AI\u5e94\u7528\u7684\u5408\u7406\u4f7f\u7528\u5206\u6790\u4e2d\uff0c\u53ef\u80fd\u5360\u6709\u6700\u5927\u6743\u91cd\u7684\u4e24\u9879\u56e0\u7d20\u4e3a\uff1a\uff081\uff09\u4f7f\u7528\u76ee\u7684\u6216\u6027\u8d28\uff0c\u5305\u62ecGen AI\u7684\u4f7f\u7528\u662f\u5426\u5177\u6709\u300c\u8f6c\u5316\u6027\u300d\uff0c\u5373\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6539\u53d8\u4e86\u539f\u8457\u4f5c\u7684\u76ee\u7684\u6216\u6027\u8d28\uff1b\u4ee5\u53ca\uff082\uff09Gen AI\u7684\u4f7f\u7528\u5bf9\u5e02\u573a\u7684\u5f71\u54cd\uff0c\u4ea6\u5373\u5176\u662f\u5426\u900f\u8fc7\u4e0e\u539f\u8457\u4f5c\u6216\u5176\u6388\u6743\u5e02\u573a\u7ade\u4e89\uff0c\u800c\u5a01\u80c1\u539f\u521b\u4f5c\u8005\u7684\u751f\u8ba1<a href=\"#_ftn14\" name=\"_ftnref14\">[14]<\/a>\u3002<\/p>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u9762\u5bf9LLMs\u53caGen AI\u5e26\u6765\u7684\u65b0\u5174\u6311\u6218\uff0cCDA\u4f8b\u5916\u5728AI\u8f93\u5165\u4e0e\u8f93\u51fa\u9636\u6bb5\u7686\u9762\u4e34\u9002\u7528\u4e0a\u7684\u56f0\u5883\uff0c\u800c\u5f00\u653e\u6027\u7684\u300a\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u300b\u4f3c\u4e4e\u5219\u63d0\u4f9b\u4e86\u66f4\u5177\u5f39\u6027\u7684\u6cd5\u5f8b\u67b6\u6784\u3002<\/p>\n<p style=\"font-size: 36px;\"><span style=\"color: #026292;\">\u7ed3\u8bba<\/span><\/p>\n<p>\u65b0\u52a0\u57612021\u5e74\u300a\u7248\u6743\u6cd5\u300b\u5f15\u5165CDA\u4f8b\u5916\uff0c\u65e8\u5728\u521b\u9020\u6709\u5229AI\u53d1\u5c55\u7684\u6cd5\u5f8b\u73af\u5883\u3002\u7136\u800c\u622a\u81f32025\u5e74\u56de\u987e\u770b\u6765\uff0c\u9762\u5bf9LLMs\u3001Gen AI\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u4ec5\u900f\u8fc7CDA\u4f8b\u5916\u5df2\u96be\u4ee5\u56e0\u5e94Gen AI\u5e26\u6765\u7684\u6311\u6218\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u540c\u65f6\u5f15\u8fdb\u7684\u300a\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u300b\uff0c\u900f\u8fc7\u8f6c\u5316\u6027\u5224\u65ad\u4e0e\u5e02\u573a\u5f71\u54cd\u8bc4\u4f30\u7b49\u5f39\u6027\u56e0\u7d20\uff0c\u4f3c\u4e4e\u66f4\u9002\u5408\u5728AI\u521b\u65b0\u4e0e\u7248\u6743\u4fdd\u62a4\u4e4b\u95f4\u5bfb\u6c42\u9002\u5f53\u5e73\u8861\u3002\u65b0\u52a0\u5761\u7684CDA\u4f8b\u5916\u672a\u6765\u662f\u5426\u4ecd\u5177\u5b58\u5728\u4ef7\u503c\uff1f\u4ee5\u53ca\u5982\u4f55\u4e0e\u300a\u5408\u7406\u4f7f\u7528\u6761\u6b3e\u300b\u4e92\u52a8\uff0c\u4ecd\u6709\u5f85\u672a\u6765\u89c2\u5bdf\u65b0\u52a0\u5761\u5f53\u5c40\u662f\u5426\u9488\u5bf9\u4e0a\u8ff0\u72b6\u51b5\u8fdb\u4e00\u6b65\u5bf9\u300a\u7248\u6743\u6cd5\u300b\u8fdb\u884c\u4fee\u6cd5\u8c03\u6574\u3002<\/p>\n<p>\u5907\u6ce8\uff1a<\/p>\n<ol>\n<li><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> Singapore Copyright Act 2021 s. 243.<\/li>\n<li><a href=\"#_ftnref2\" name=\"_ftn2\">[2]<\/a> IPOS (24 November 2022) Factsheet on Copyright Act 2021, https:\/\/ipr.mofcom.gov.cn\/hwwq_2\/zn\/Asia\/Sgp\/file\/copyright-act-factsheet.pdf.<\/li>\n<li><a href=\"#_ftnref3\" name=\"_ftn3\">[3]<\/a> Singapore Copyright Act 2021 s. 244(2)(a).<\/li>\n<li><a href=\"#_ftnref4\" name=\"_ftn4\">[4]<\/a> Singapore Copyright Act 2021 s. 244(2)(c).<\/li>\n<li><a href=\"#_ftnref5\" name=\"_ftn5\">[5]<\/a> Singapore Copyright Act 2021 s. 244(2)(b).<\/li>\n<li><a href=\"#_ftnref6\" name=\"_ftn6\">[6]<\/a> Singapore Copyright Act 2021s. 244(2)(d).<\/li>\n<li><a href=\"#_ftnref7\" name=\"_ftn7\">[7]<\/a> Singapore Copyright Act 2021 s. 187(1).<\/li>\n<li><a href=\"#_ftnref8\" name=\"_ftn8\">[8]<\/a> \u5f71\u5b50\u56fe\u4e66\u9986\uff08shadow libraries\uff09\u591a\u4ee5\u4fb5\u72af\u8457\u4f5c\u6743\u7684\u65b9\u5f0f\u5411\u4eba\u4eec\u63d0\u4f9b\u5b66\u672f\u6587\u732e\u53ca\u5c0f\u8bf4\u8457\u4f5c\u7b49\u5185\u5bb9\uff0c\u5e76\u591a\u4ee5\u53bb\u4e2d\u5fc3\u5316\u3001\u533f\u540d\u89c1\u79f0\uff0c\u8f83\u5927\u578b\u7684\u5f71\u5b50\u56fe\u4e66\u9986\u5305\u62ec\u521b\u4e16\u7eaa\u56fe\u4e66\u9986\u3001Z-Library\u3001Sci-Hub\u7b49\uff1b\u53c2\u8003\u6765\u6e90\uff1a<a href=\"https:\/\/zh.wikipedia.org\/zh-tw\/%E5%BD%B1%E5%AD%90%E5%9C%96%E6%9B%B8%E9%A4%A8\" target=\"_blank\" rel=\"noopener\">\u7ef4\u57fa\u767e\u79d1<\/a>\u3002<\/li>\n<li><a href=\"#_ftnref9\" name=\"_ftn9\">[9]<\/a> Singapore Copyright Act (021 s. 244(2)(e).<\/li>\n<li><a href=\"#_ftnref10\" name=\"_ftn10\">[10]<\/a> IPOS (24 November 2022) Factsheet on Copyright Act 2021, https:\/\/ipr.mofcom.gov.cn\/hwwq_2\/zn\/Asia\/Sgp\/file\/copyright-act-factsheet.pdf.<\/li>\n<li><a href=\"#_ftnref11\" name=\"_ftn11\">[11]<\/a> David Tan, Generative AI and Copyright, March 2024, https:\/\/law.nus.edu.sg\/trail\/generative-ai-copyright-fair-use\/.<\/li>\n<li><a href=\"#_ftnref12\" name=\"_ftn12\">[12]<\/a> Id.<\/li>\n<li><a href=\"#_ftnref13\" name=\"_ftn13\">[13]<\/a> David Tan, Copyright Fair Use in the Face of Technological Developments: Staying Ahead or Limping Behind? (Part I), November 2024, <a href=\"https:\/\/lawgazette.com.sg\/feature\/copyright-fair-use-part-1\/\" target=\"_blank\" rel=\"noopener\">https:\/\/lawgazette.com.sg\/feature\/copyright-fair-use-part-1\/<\/a>.<\/li>\n<li><a href=\"#_ftnref14\" name=\"_ftn14\">[14]<\/a> David Tan, Generative AI and Copyright, March 2024, <a href=\"https:\/\/law.nus.edu.sg\/trail\/generative-ai-copyright-fair-use\/\" target=\"_blank\" rel=\"noopener\">https:\/\/law.nus.edu.sg\/trail\/generative-ai-copyright-fair-use\/<\/a>.<\/li>\n<\/ol>\n<p class=\"Article_content_15px\"><strong>\u8d23\u4efb\u7f16\u8f91\uff1a\u5362\u9880<\/strong><\/p>\n<p class=\"Article_content_15px\"><strong>\u3010\u672c\u6587\u4ec5\u53cd\u6620\u4e13\u5bb6\u4f5c\u8005\u610f\u89c1\uff0c\u4e0d\u4ee3\u8868\u672c\u62a5\u7acb\u573a\u3002\u3011<\/strong><\/p>\n<table border=\"0\" width=\"94%\" cellspacing=\"1\" cellpadding=\"8\">\n<tbody>\n<tr>\n<td bgcolor=\"#EFEFF8\">\n<table border=\"0\" width=\"100%\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td valign=\"top\" width=\"162\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1971\" src=\"https:\/\/naipnews.naipo.com\/wp-content\/uploads\/2024\/12\/A2.jpg\" alt=\"\" width=\"160\" height=\"211\" \/><\/td>\n<td width=\"20\"><\/td>\n<td valign=\"top\" width=\"475\">\n<table border=\"0\" width=\"100%\" cellspacing=\"0\" cellpadding=\"3\">\n<tbody>\n<tr>\n<td class=\"Article_content_15px\" valign=\"top\" bgcolor=\"#DBDBEE\" width=\"16%\"><strong>\u4f5c\u8005\uff1a<\/strong><\/td>\n<td class=\"Article_content_15px\" bgcolor=\"#DBDBEE\" width=\"84%\"><strong>\u738b\u601d\u539f<\/strong><\/td>\n<\/tr>\n<tr>\n<td class=\"Article_content_15px\" valign=\"top\" bgcolor=\"#EFEFF8\"><strong>\u73b0\u4efb\uff1a<\/strong><\/td>\n<td class=\"Article_content_15px\" bgcolor=\"#EFEFF8\">\u4e16\u65b0\u5927\u5b66\u6cd5\u5f8b\u5b66\u7cfb\u526f\u6559\u6388<\/td>\n<\/tr>\n<tr>\n<td class=\"Article_content_15px\" valign=\"top\" bgcolor=\"#DBDBEE\"><strong>\u7ecf\u5386\uff1a<\/strong><\/td>\n<td class=\"Article_content_15px\" bgcolor=\"#DBDBEE\">\u53f0\u6e7e\u5f00\u5357\u5927\u5b66\u6cd5\u5f8b\u5b66\u7cfb\u52a9\u7406\u6559\u6388<br \/>\n\u53f0\u6e7e\u4e16\u65b0\u5927\u5b66\u667a\u6167\u8d22\u4ea7\u66a8\u4f20\u64ad\u79d1\u6280\u6cd5\u5f8b\u7814\u7a76\u6240\u52a9\u7406\u6559\u6388<\/td>\n<\/tr>\n<tr>\n<td class=\"Article_content_15px\" valign=\"top\" bgcolor=\"#EFEFF8\"><strong>\u5b66\u5386\uff1a<\/strong><\/td>\n<td class=\"Article_content_15px\" bgcolor=\"#EFEFF8\">\u53f0\u6e7e\u5927\u5b66\u6cd5\u5f8b\u7cfb<br \/>\n\u82f1\u56fd\u683c\u62c9\u65af\u54e5\u5927\u5b66\u6cd5\u5b66\u7855\u58eb<br \/>\n\u82f1\u56fd\u65b0\u5821\u5927\u5b66\u6cd5\u5b66\u535a\u58eb<\/td>\n<\/tr>\n<tr>\n<td class=\"Article_content_15px\" valign=\"top\" bgcolor=\"#DBDBEE\"><strong>\u4e13\u957f\uff1a<\/strong><\/td>\n<td class=\"Article_content_15px\" 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