{"id":71305,"date":"2023-08-09T11:43:34","date_gmt":"2023-08-09T03:43:34","guid":{"rendered":"https:\/\/naipnews.naipo.com\/?p=71305"},"modified":"2026-09-08T11:54:30","modified_gmt":"2026-09-08T03:54:30","slug":"%e8%b0%88ai%e6%89%80%e8%87%aa%e5%8a%a8%e7%94%9f%e6%88%90%e7%9a%84%e6%97%8b%e5%be%8b%e4%b8%8e%e5%85%b6%e8%91%97%e4%bd%9c%e6%9d%83%e5%bd%92%e5%b1%9e%e9%97%ae%e9%a2%98%ef%bc%9a%e7%be%8e%e5%9b%bd%e4%b8%8e","status":"publish","type":"post","link":"https:\/\/naipnews.naipo.com\/zh-hans\/71305\/","title":{"rendered":"\u8c08AI\u6240\u81ea\u52a8\u751f\u6210\u7684\u65cb\u5f8b\u4e0e\u5176\u8457\u4f5c\u6743\u5f52\u5c5e\u95ee\u9898\uff1a\u7f8e\u56fd\u4e0e\u53f0\u6e7e\u6848\u4f8b"},"content":{"rendered":"
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\u56fe\u7247\u6765\u6e90 : shutterstock\u3001\u8fbe\u5fd7\u5f71\u50cf<\/figcaption><\/figure>\n

\u4ee5\u4eba\u5de5\u667a\u80fd\uff08artificial intelligence\uff0cAI\uff09\u751f\u6210\u76f8\u5173\u8457\u4f5c\u4e0d\u518d\u662f\u7535\u5f71\u7684\u865a\u5e7b\u5185\u5bb9\u3002\u5728\u97f3\u4e50\u8457\u4f5c\u90e8\u5206\uff0c\u82f1\u56fd\u6709\u4ee5AI\u521b\u4f5c\u7231\u5c14\u5170\u6c11\u8c23\u97f3\u4e50\u7684\u6848\u4f8b\uff08\u5373Bot Dylan\uff09\uff0c\u5728\u53f0\u6e7e\u5219\u6709\u4e50\u6613\u521b\u516c\u53f8\u7684\u300c\u4e50\u70b9Letron\u300dAPP\uff0c\u5176\u4e43\u8f85\u52a9\u97f3\u4e50\u521b\u4f5c\u4e4bAPP\u3002<\/p>\n

\u57fa\u4e8e\u6b64\u53d1\u5c55\uff0c\u8457\u4f5c\u6743\u6cd5\u5fc5\u987b\u6709\u6240\u56de\u5e94\uff0c\u4ee5\u4fdd\u969c\u76f8\u5173\u7684\u521b\u4f5c\u6743\u76ca\u3002\u8ba8\u8bba\u4e0a\u53ef\u5206\u4e3a\u4e24\u4e2a\u5c42\u9762\uff0c\u4e00\u662f\u7531AI\u7a0b\u5e8f\u6240\u81ea\u52a8\u751f\u6210\u4e4b\u65cb\u5f8b\uff08\u79f0\u300cAI\u8457\u4f5c\u300d\uff09\uff1b\u53e6\u662f\u4f7f\u7528\u8005\u5c31AI\u8457\u4f5c\u7684\u9009\u62e9\u6216\u4fee\u9970\u800c\u5b8c\u6210\u4e4b\u8457\u4f5c\u3002\u5047\u8bbeAI\u8457\u4f5c\u6709\u539f\u521b\u6027\u4e0b\uff0c\u672c\u6587\u4ecb\u7ecd\u4e09\u79cd\u7406\u8bba\u4ee5\u5904\u7406AI\u8457\u4f5c\u4e4b\u8457\u4f5c\u6743\u5f52\u5c5e\u95ee\u9898\u3002<\/p><\/blockquote>\n

AI\u521b\u4f5c\u97f3\u4e50\u4e4b\u6280\u672f<\/span><\/p>\n

\u4ee5\u53f0\u6e7e\u7684\u300c\u4e50\u70b9Letron\u300dAPP\u4e3a\u4f8b\uff0c\u5176\u6280\u672f\u6709\u4e13\u5229\u7533\u8bf7\uff0c\u5373\u65b0\u578b\u4e13\u5229\u7b2cM578439\u53f7\u300c\u81ea\u52a8\u8bcd\u66f2\u521b\u4f5c\u7cfb\u7edf\u300d\uff0c\u5176\u91c7\u53d6\u4e4b\u7b97\u6cd5\u662f\u300c\u5b8c\u5168\u8fde\u63a5\u524d\u9988\u5f0f\u7f51\u7edc\u300d\u7684\u53d8\u5f62\uff0c\u4f8b\u5982\uff0c\u5176\u63d0\u5230\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff08recurrent neural network\uff0cRNN\uff09\u7684\u957f\u77ed\u671f\u8bb0\u5fc6\uff08long short-term memory\uff0cLSTM\uff09\u6a21\u578b\u3001\u53ca\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08convolutional neural network\uff0cCNN\uff09\u3002<\/p>\n

RNN\u7528\u6765\u5904\u7406\u5bf9\u8c61\u7cfb\u5217\uff08\u4f8b\u5982\u65cb\u5f8b\uff0c\u5373\u97f3\u7b26\u7684\u5e8f\u5217\uff09\uff0c\u4ee5\u9884\u6d4b\u4e00\u5e8f\u5217\u4e2d\u5404\u6b21\u5e8f\u7684\u7269\u4ef6[1]<\/a>\u3002RNN\u7684\u7b97\u6cd5\u7279\u5f81\u662f\u9690\u85cf\u5c42\u7684\u8f93\u51fa\u503c\u518d\u56de\u6d41\u4ee5\u6210\u4e3a\u65b0\u7684\u8f93\u5165\u503c\uff0c\u5176\u4ee3\u8868\u524d\u4e00\u6b21\u5bf9\u8c61\u5bf9\u5f53\u6b21\u5bf9\u8c61\u7684\u5f71\u54cd\u3002LSTM\u5219\u5728\u300c\u56de\u6d41\u300d\u5904\u8bbe\u7acb\u8bb0\u5fc6\u7ec6\u80de\u4ee5\u7eaa\u5f55\u4fe1\u606f\uff0c\u4ee5\u907f\u514d\u8fd0\u7b97\u8fc7\u7a0b\u4e2d\u6570\u503c\u7684\u4e0d\u5f53\u653e\u5927\u6216\u7f29\u51cf\u7684\u95ee\u9898\u3002<\/p>\n

CNN\u901a\u5e38\u7528\u4e8e\u4e8c\u7ef4\u5f71\u50cf\u7684\u5206\u6790\uff0c\u800c\u5176\u5c06\u4e8c\u7ef4\u6570\u636e\u8f6c\u6362\u4e3a\u9002\u5408\u89e3\u8bfb\u7684\u4fe1\u606f\u3002\u53ef\u6ce8\u610f\u8005\u4e3a\uff0c\u5c06\u5305\u542b\u6240\u6709\u4e50\u5668\u4e50\u8c31\u7684\u603b\u8c31\uff08music score\uff09\u6216\u58f0\u97f3\u8baf\u53f7\u8f6c\u6210\u56fe\u5f62\u5316\u7684\u5f71\u50cf\uff0c\u4ee5\u5229CNN\u7cfb\u7b97\u6cd5\u7684\u5206\u6790[2]<\/a>\u3002\u53e6CNN\u53ef\u7528\u4e8e\u5904\u7406\u97f3\u4e50\u7684\u65f6\u95f4\u56e0\u7d20\uff0c\u800c\u80fd\u4eff\u771f\u97f3\u4e50\u4e2d\u4e0d\u53d8\u52a8\u7684\u300c\u52a8\u673a\u300d\uff08motif\uff09\u3002<\/p>\n

\u4e50\u6613\u521b\u521b\u529e\u4eba\u66fe\u63d0\u5230\uff0c\u300c\u4e25\u683c\u6765\u8bf4\uff0c\u97f3\u4e50\u57fa\u672c\u4e0a\u5c31\u662f\u97f3\u7b26\u3001\u8282\u594f\u7684\u6392\u5217\u7ec4\u5408\uff0c\u800cAI\u7b97\u6cd5\u80fd\u591f\u63d0\u4f9b\u4e0d\u540c\u6b4c\u66f2\u7c7b\u578b\u3001\u65cb\u5f8b\u8282\u594f\u7684\u6f14\u7b97\u9009\u62e9\u300d\uff0c\u4e14\u300c\u57283-5\u5206\u949f\u5185\uff0cAI\u5c31\u80fd\u521b\u4f5c\u51fa\u4e00\u9996\u65b0\u66f2\u300d[3]<\/a>\u3002\u4ece\u4e50\u6613\u521b\u5bf9\u97f3\u4e50\u7684\u7406\u89e3\uff0c\u53ef\u63a8\u8bba\u5176\u6240\u5236\u4f5cAI\u7a0b\u5e8f\u4e4b\u8fc7\u7a0b\u5e94\u5305\u62ec\uff1a\u5982\u4f55\u5c06\u5b66\u4e60\u7528\u6570\u636e\u5e93\u5185\u7684\u4e2a\u522b\u6d41\u884c\u97f3\u4e50\u8457\u4f5c\u89e3\u6784\u6210\u8be5\u4e9b\u5143\u7d20\u3001\u5c06\u8be5\u4e9b\u5143\u7d20\u91cf\u5316\u3001\u8ba9\u76f8\u5173\u7a0b\u5e8f\u80fd\u64b7\u53d6\u91cf\u5316\u7684\u6570\u5b57\u4ee5\u8fd0\u7b97\u5e76\u6700\u540e\u5f62\u6210\u53ef\u521b\u4f5c\u65b0\u65cb\u5f8b\u7684AI\u7a0b\u5e8f\u7b49\u7b49\u3002<\/p>\n

\u7406\u8bba\u4e00\uff1a\u804c\u52a1\u4e0a\u8457\u4f5c<\/strong><\/span><\/p>\n

\u7f8e\u56fd\u5b66\u8005Kalin Hristov\u66fe\u900f\u8fc7AI\u7a0b\u5e8f\u80fd\u89c6\u4e3a\u8457\u4f5c\u4eba\u4e4b\u89c2\u70b9\uff0c\u4ee5\u4e3b\u5f20AI\u8457\u4f5c\u53ef\u7ed9\u4e88\u8457\u4f5c\u6743\u4e4b\u4fdd\u969c[4]<\/a>\u3002\u5176\u4ece\u7f8e\u56fd\u8457\u4f5c\u6743\u6cd5\u7684\u300c\u804c\u52a1\u4e0a\u8457\u4f5c\u300d\uff08\u5373\u300ca work made for hire\u300d\uff09\u539f\u5219\u51fa\u53d1\uff0c\u8be5\u6982\u5ff5\u4e3a\u82e5\u4e00\u8457\u4f5c\u7cfb\u4e3a\u53d7\u96c7\u76ee\u7684\u800c\u521b\u4f5c\uff0c\u5219\u867d\u8be5\u8457\u4f5c\u662f\u7531\u5458\u5de5\u6240\u521b\u4f5c\uff0c\u96c7\u7528\u4eba\uff08\u53ef\u4e3a\u516c\u53f8\u3001\u7ec4\u7ec7\u3001\u6216\u4e2a\u4eba\uff09\u4ecd\u4e3a\u8457\u4f5c\u4eba\u3002Hristov\u6307\u51fa\u5173\u952e\u5728\u4e8e\u300c\u96c7\u7528\u4eba\u300d\uff08employer\uff09\u4e0e\u300c\u5458\u5de5\u300d\uff08employee\uff09\u7684\u89e3\u91ca\u3002\u4ee5\u300c\u8457\u4f5c\u4eba\u300d\uff08author\uff09\u4e3a\u4f8b\uff0cHristov\u6307\u51fa\u4e0d\u53ea\u662f\u4e2a\u4eba\uff0c\u516c\u53f8\u3001\u6216\u7ec4\u7ec7\u7686\u53ef\u505a\u4e3a\u300c\u8457\u4f5c\u4eba\u300d\u3002<\/p>\n

\u4e3a\u91cd\u65b0\u8be0\u91ca\u300c\u804c\u52a1\u4e0a\u8457\u4f5c\u300d\u539f\u5219\u4e4b\u9002\u7528\uff0c\u9996\u5148\u5c31\u300c\u5458\u5de5\u300d\u7684\u89e3\u91ca\uff0cHristov\u5f15\u8ff0Merriam-Webster\u5b57\u5178\u4e4b\u5b9a\u4e49\u4e3a\u300c\u901a\u5e38\u5728\u6267\u884c\u5c42\u7ea7\u4e0b\u4e4b\u4eba\uff0c\u5176\u53d7\u96c7\u4e8e\u4ed6\u4eba\u4ee5\u7279\u522b\u4e3a\u4e86\u62a5\u916c\u6216\u85aa\u6c34\u800c\u4ece\u4e8b\u670d\u52a1\u3001\u5e76\u53d7\u4ed6\u4eba\u4e4b\u63a7\u5236\u300d\uff1b\u4f46Hristov\u8ba4\u4e3a\u53ef\u63d0\u51fa\u8f83\u5bbd\u677e\u7684\u89e3\u91ca\uff0c\u4ee5\u53ef\u7528\u4e8e\u652f\u6301AI\u751f\u6210\u8457\u4f5c\u4e4b\u8457\u4f5c\u6743\u4fdd\u969c\u3002\u53e6Hristov\u8ba4\u4e3a\u300c\u96c7\u7528\u4eba\u300d\u53ef\u89e3\u91ca\u4e3a\u5176\u8058\u7528\u5176\u4ed6\u5355\u4f4d\u4e4b\u670d\u52a1\u4ee5\u8fbe\u6210\u76ee\u7684\u6216\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n

\u636e\u6b64\uff0cHristov\u6307\u51faAI\u673a\u5668\u7684\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u6240\u6709\u4eba\u5219\u53ef\u89c6\u4e3a\u300c\u96c7\u7528\u4eba\u300d\uff0c\u5176\u8058\u7528AI\u88c5\u7f6e\u7684\u670d\u52a1\u4ee5\u4ea7\u751f\u5177\u65b0\u521b\u610f\u7684\u4f5c\u54c1\uff1b\u5219AI\u673a\u5668\u53ef\u89c6\u4e3a\u300c\u5458\u5de5\u300d\uff0c\u56e0\u4e3a\u5176\u521b\u610f\u6027\u7684\u670d\u52a1\u7cfb\u7531\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8f6f\u4ef6\u6240\u6709\u4eba\u6240\u8058\u7528\u3002\u6700\u540e\uff0c\u6839\u636e\u65b0\u7684\u300c\u96c7\u7528\u4eba\u300d\u4e0e\u300c\u5458\u5de5\u300d\u4e4b\u89e3\u91ca\uff0c\u5176\u7528\u4e8e\u300c\u804c\u52a1\u4e0a\u8457\u4f5c\u300d\u539f\u5219\u4e4b\u64cd\u4f5c\u65f6\uff0c\u300c\u8457\u4f5c\u4eba\u8eab\u4efd\u300d\uff08authorship\uff09\u5373\u53ef\u7531AI\u673a\u5668\u79fb\u8f6c\u7ed9\u8f6f\u4ef6\u5f00\u53d1\u8005\uff0c\u8fdb\u800c\u8ba9\u8be5\u5f00\u53d1\u8005\u53d6\u5f97\u8457\u4f5c\u6743\u3002<\/p>\n

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\u7406\u8bba\u4e8c\uff1a\u4e3b\u5bfc\u8005\u8457\u4f5c\u4eba<\/strong><\/span><\/p>\n

AI\u7a0b\u5e8f\u76ee\u524d\u4ecd\u65e0\u6cd5\u6bd4\u62df\u4eba\u7c7b\u667a\u6167\u3002AI\u7a0b\u5e8f\u662f\u4eba\u7c7b\u6240\u64b0\u5199\uff0c\u4e14\u8bad\u7ec3AI\u7a0b\u5e8f\u6240\u9700\u8981\u7684\u4fe1\u606f\u4e5f\u662f\u4eba\u7c7b\u6240\u7f16\u64b0\uff0c\u800cAI\u7a0b\u5e8f\u6240\u4ea7\u51fa\u4e4b\u4fe1\u606f\u5176\u9002\u5f53\u6027\u6216\u6b63\u786e\u6027\u4e5f\u662f\u4eba\u7c7b\u6240\u51b3\u5b9a\u3002\u5728\u6b64\u601d\u7ef4\u4e0b\uff0c\u7f8e\u56fd\u5b66\u8005Jane C. Ginsburg\u4e0eLuke Ali Budiardjo\u7b49\u5efa\u8bae\u4ee5\u300c\u4e3b\u5bfc\u8005\u8457\u4f5c\u4eba\u300d\uff08principal-author\uff09\u7684\u89d2\u5ea6\u601d\u8003AI\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u5e94\u4e3a\u8457\u4f5c\u4eba[5]<\/a>\u3002<\/p>\n

\u300c\u4e3b\u5bfc\u8005\u8457\u4f5c\u4eba\u300d\u60c5\u5883\u6307\u6709\u4e24\u4e2a\u884c\u4e3a\u4eba\uff0c\u4e3b\u8981\u884c\u4e3a\u4eba\u6307\u5bfc\u6b21\u8981\u884c\u4e3a\u4eba\uff0c\u800c\u7531\u6b21\u8981\u884c\u4e3a\u4eba\u8fdb\u884c\u521b\u4f5c\uff0c\u4f46\u6b21\u8981\u884c\u4e3a\u4eba\u662f\u6309\u7167\u4e3b\u8981\u884c\u4e3a\u4eba\u6240\u6307\u793a\u7684\u7ec6\u8282\u5185\u5bb9\u6765\u521b\u4f5c\u65f6\uff0c\u5219\u4e3b\u8981\u884c\u4e3a\u4eba\u5373\u4e3a\u8457\u4f5c\u4eba\u3002\u4ee5Andrien v. South Ocean County Chamber of Commerce<\/em>\u6848\u5224\u51b3\u4e3a\u4f8b[6]<\/a>\uff0c\u7cfb\u4e89\u5730\u56fe\u8457\u4f5c\u662f\u539f\u544a\u5c06\u6570\u4e2a\u5730\u56fe\u59d4\u6258\u7ed9\u5370\u5237\u516c\u53f8\u6240\u7f16\u5236\u6210\u4e4b\u5730\u56fe\u96c6\uff0c\u800c\u8be5\u5370\u5237\u516c\u53f8\u4e8e\u5370\u5236\u65f6\u6709\u6307\u6d3eH\u5bf9\u8be5\u4e9b\u5730\u56fe\u62cd\u7167\u53ca\u8c03\u6574\u5c3a\u5ea6\uff0c\u4ee5\u5229\u4e8e\u6c47\u7f16\u6210\u9002\u5f53\u7684\u51fa\u7248\u683c\u5f0f\u3002\u8be5\u6848\u6cd5\u9662\u8ba4\u4e3a\u8bc1\u636e\u63ed\u793a\u539f\u544a\u5bf9\u8be5\u5730\u56fe\u96c6\u7684\u7f16\u5236\u6709\u7ed9\u4e88\u7ec6\u8282\u7684\u6307\u5f15\uff0c\u800c\u4e14\u8be5\u6307\u5f15\u672a\u7ecfH\u4e88\u4ee5\u5fc3\u667a\u6295\u5165\u7684\u4fee\u9970\u6216\u6280\u672f\u4e0a\u7684\u589e\u8fdb\uff0c\u6545\u539f\u544a\u5e94\u662f\u7cfb\u4e89\u5730\u56fe\u8457\u4f5c\u7684\u8457\u4f5c\u4eba\u3002<\/p>\n

\u53e6\u4ee5Lindsay v. The Wrecked and Abandoned Vessel R.M.S. Titanic<\/em>\u6848\u5224\u51b3\u4e3a\u4f8b[7]<\/a>\uff0c\u7cfb\u4e89\u8457\u4f5c\u4e3a\u6c34\u4e0b\u7167\u7247\u6216\u5f71\u7247\uff0c\u800c\u867d\u539f\u544a\u672a\u4eb2\u81ea\u62cd\u7167\u6216\u6444\u5f71\uff0c\u4f46\u8be5\u6848\u6cd5\u9662\u4ecd\u8ba4\u4e3a\u539f\u544a\u4e3a\u8457\u4f5c\u4eba\u3002\u8be5\u6848\u6cd5\u9662\u6307\u51fa\u539f\u544a\u4e8e\u62cd\u6444\u524d\u5148\u786e\u8ba4\u955c\u5934\u89d2\u5ea6\u548c\u62cd\u6444\u987a\u5e8f\uff0c\u4e14\u4e8e\u62cd\u6444\u65f6\u4ed4\u7ec6\u6307\u70b9\u6444\u5f71\u5e08\u5e94\u5982\u4f55\u6253\u5149\uff0c\u800c\u4e14\u6700\u540e\u4f1a\u786e\u8ba4\u62cd\u6444\u7684\u7247\u6bb5\u6709\u5176\u671f\u5f85\u7684\u753b\u9762\u3002\u56e0\u4e3a\u539f\u544a\u9ad8\u5ea6\u63a7\u5236\u62cd\u6444\u8fc7\u7a0b\uff0c\u8be5\u6848\u6cd5\u9662\u8ba4\u4e3a\u539f\u544a\u53d6\u5f97\u8457\u4f5c\u4eba\u8eab\u4efd\u3002<\/p>\n

Ginsburg\u4e0eBudiardjo\u70b9\u51fa\u5173\u952e\u95ee\u9898\u662f\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u5bf9AI\u7a0b\u5e8f\u7684\u63a7\u5236\u7a0b\u5ea6\uff0c\u800c\u672c\u6587\u652f\u6301\u6b64\u89c2\u70b9\uff0c\u56e0\u4e3a\u5176\u91cd\u70b9\u5728\u627e\u5bfb\u300c\u4eba\u7c7b\u8457\u4f5c\u4eba\u300d\uff08human author\uff09\u3002\u8457\u4f5c\u6743\u6cd5\u5728\u9f13\u52b1\u521b\u4f5c\uff0c\u5219\u4fdd\u969c\u521b\u4f5c\u7684\u6765\u6e90\uff08\u5373\u81ea\u7136\u4eba\uff09\u5373\u5c5e\u91cd\u8981\u7684\u76ee\u7684\uff1b\u8d4b\u4e88\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u8457\u4f5c\u4eba\u8eab\u4efd\u5e94\u5c5e\u80af\u5b9a\u5176\u521b\u4f5c\u6d3b\u52a8\u4e4b\u673a\u5236\u3002\u505a\u4e3a\u8457\u4f5c\u4eba\u7684\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\uff0c\u5176\u53ef\u80fd\u56e0\u96c7\u4f63\u3001\u51fa\u8d44\u3001\u6216\u5176\u4ed6\u5951\u7ea6\u5173\u7cfb\uff0c\u800c\u4f7f\u4ed6\u4eba\u53d6\u5f97\u8457\u4f5c\u6743\u3002<\/p>\n

\u7406\u8bba\u4e09\uff1a\u6bd4\u62df\u5f55\u97f3\u8457\u4f5c<\/strong><\/span><\/p>\n

\u5047\u8bbe\uff1a\uff081\uff09\u91c7\u53d6\u4f55\u79cd\u7b97\u6cd5\u6a21\u578b\u3001\u5982\u4f55\u89e3\u6790\u97f3\u4e50\u8457\u4f5c\u3001\u548c\u5982\u4f55\u9009\u62e9\u6570\u636e\uff08\u6216\u5b9a\u4e49\u66f2\u98ce\uff09\u7b49\u90fd\u662f\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u4e3b\u5bfc\uff0c\u4ee5\u5f62\u6210\u7528\u4e8e\u521b\u4f5c\u7279\u5b9a\u66f2\u98ce\u7684AI\u7a0b\u5e8f\uff1b\uff082\uff09\u82e5\u7528\u4e8e\u4ea7\u751fAI\u8457\u4f5c\u7684\u7a0b\u5e8f\uff0c\u5176\u76ee\u7684\u7cfb\u4e3a\u4ea7\u51fa\u53d7\u6b22\u8fce\u7684\u97f3\u4e50\u8457\u4f5c\uff0c\u4f46\u300c\u53d7\u6b22\u8fce\u4e0e\u5426\u300d\u4ecd\u662f\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u6240\u5b9a\u4e49\u3002<\/p>\n

\u4e8e\u6b64\u65f6\uff0cAI\u7a0b\u5e8f\u7684\u6700\u7ec8\u6a21\u5f0f\u5e76\u975eAI\u7a0b\u5e8f\u672c\u8eab\u80fd\u51b3\u5b9a\uff0c\u800c\u662f\u53d7\u5230\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u4e4b\u63a7\u5236\uff0c\u8fdb\u800c\u5f71\u54cdAI\u7a0b\u5e8f\u6240\u4ea7\u51fa\u7684AI\u8457\u4f5c\u3002\u56e0\u6b64\uff0c\u771f\u6b63\u7684\u7cbe\u795e\u6295\u5165\u5e94\u5f52\u56e0\u4e8e\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\uff0c\u6545\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u505a\u4e3aAI\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\u5e94\u5c5e\u5408\u9002\u3002<\/p>\n

\u6b64\u7c7b\u4f3c\u5f55\u97f3\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\u8ba4\u5b9a\u3002\u4ee5\u53f0\u6e7e\u5730\u533a\u667a\u6167\u8d22\u4ea7\u6cd5\u96622010\u5e74\u5ea6\u6c11\u7740\u4e0a\u66f4\uff08\u4e00\uff09\u5b57\u7b2c4\u53f7\u6c11\u4e8b\u5224\u51b3\u4e3a\u4f8b\uff0c\u8be5\u6848\u6cd5\u9662\u6307\u51fa\uff1a\u300c\u5982\u63d0\u4f9b\u7cbe\u795e\u4f5c\u7528\u4e4b\u4eba\u5e76\u672a\u4eb2\u81ea\u5c06\u5176\u7cbe\u795e\u4f5c\u7528\u5f62\u4e8e\u5916\u90e8\u8868\u8fbe\uff0c\u800c\u7cfb\u6307\u793a\u4ed6\u4eba\u4f9d\u5176\u7cbe\u795e\u4f5c\u7528\u4e3a\u4e4b\u300d\uff0c\u6b64\u300c\u5373\u63d0\u4f9b\u4eba\u7cfb\u5c06\u8be5\u4ed6\u4eba\u89c6\u4e3a\u5176\u624b\u8db3\u4e4b\u5ef6\u4f38\u300d\uff1b\u5219\u300c\u9664\u975e\u5951\u7ea6\u5df2\u7ea6\u5b9a\u5171\u6709\u6216\u53e6\u6709\u7ea6\u5b9a\u4e4b\u60c5\u5f62\u4e0b\uff0c\u63d0\u4f9b\u8005\u5e94\u4ecd\u53ef\u89c6\u4e3a\u8be5\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\u300d\u3002<\/p>\n

\u8be5\u6848\u6cd5\u9662\u8ba4\u5b9a\u9648\u660e\u7ae0\u4e3a\u4e09\u9996\u5f55\u97f3\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\uff0c\u7406\u7531\u662f\u9648\u660e\u7ae0\u4e43\u300c\u62c5\u4efb\u5236\u4f5c\u4eba\uff0c\u5e76\u53ef\u51b3\u5b9a\u6240\u5f55\u6b4c\u66f2\u5373\u5f55\u97f3\u8457\u4f5c\u4e4b\u66f2\u98ce\u3001\u610f\u5883\u3001\u4ee5\u4f55\u79cd\u4e50\u5668\u8868\u73b0\u3001\u65cb\u5f8b\u4e4b\u6291\u626c\u987f\u632b\u4ee5\u53ca\u7531\u4f55\u4eba\u6f14\u594f\u7b49\u4e8b\u9879\u300d\uff1b\u4f8b\u5982\u8d1f\u8d23\u5927\u63d0\u7434\u7684\u8bc1\u4ebaT\u9648\u8ff0\uff1a\u9648\u660e\u7ae0\u7cfb\u300c\u62c5\u4efb\u5236\u4f5c\u4eba\u89d2\u8272\u300d\uff0c\u5e76\u300c\u544a\u8bc9\u4f0a\u4ec0\u4e48\u5730\u65b9\u5e94\u8be5\u6ce8\u610f\u6216\u5982\u4f55\u8868\u73b0\u300d\u3002\u53e6\u65b9\u9762\uff0c\u5bf9\u300c\u5355\u7eaf\u64cd\u4f5c\u5f55\u97f3\u8bbe\u5907\u8005\uff0c\u5982\u5176\u7cfb\u4f9d\u636e\u4e00\u5b9a\u7cbe\u795e\u4f5c\u7528\u4e4b\u6307\u793a\u800c\u65e0\u521b\u4f5c\u7a7a\u95f4\u53ef\u8a00\u65f6\u300d\uff0c\u5219\u300c\u975e\u5f55\u97f3\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\u300d\u3002<\/p>\n

AI\u7a0b\u5e8f\u7684\u521b\u4f5c\u60c5\u5883\u4e0e\u5f55\u97f3\u8457\u4f5c\u5236\u4f5c\u8fc7\u7a0b\u95f4\u7c7b\u4f3c\u4e4b\u5904\u4e3a\uff1a\uff081\uff09\u524d\u8005\u4e4bAI\u7a0b\u5e8f\u4e43\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u6240\u4ea7\u751f\uff0c\u800c\u540e\u8005\u4e4b\u5f55\u97f3\u521b\u4f5c\u534f\u529b\u8005\uff08\u5305\u62ec\u6b4c\u624b\u3001\u4e50\u5e08\u3001\u7f16\u66f2\u8005\u3001\u5f55\u97f3\u5de5\u7a0b\u5e08\u7b49\u7b49\uff09\u7ecf\u5236\u4f5c\u4eba\u6240\u9009\u4efb\u6216\u53ec\u96c6\u800c\u7ec4\u5408\u6210\u300c\u521b\u4f5c\u6709\u673a\u4f53\u300d\uff0c\u4ea6\u5373\u4e8c\u8005\u4e4b\u300c\u521b\u4f5c\u884c\u4e3a\u4e3b\u4f53\u300d\u4e43\u7ecf\u4ed6\u4eba\u6240\u8bbe\u5b9a\u6216\u9009\u5b9a\uff1b\uff082\uff09\u524d\u8005\u662fAI\u7a0b\u5e8f\u4e43\u4f9d\u7167\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u6240\u8bbe\u5b9a\u7684\u4e50\u66f2\u98ce\u683c\u6216\u89c4\u683c\u800c\u8fdb\u884c\u8868\u8fbe\uff08\u6216\u672c\u8d28\u4e0a\u662f\u97f3\u7b26\u51fa\u73b0\u673a\u7387\u7684\u8ba1\u7b97\uff09\uff0c\u800c\u540e\u8005\u662f\u534f\u529b\u8005\u63a5\u53d7\u5236\u4f5c\u4eba\u4e4b\u6307\u6325\u800c\u8868\u8fbe\uff08\u867d\u534f\u529b\u8005\u4ecd\u5fc5\u987b\u4f53\u609f\u5236\u4f5c\u4eba\u7684\u6307\u793a\uff0c\u8fdb\u800c\u8868\u8fbe\uff09\uff0c\u4ea6\u5373\u4e8c\u8005\u4e4b\u521b\u4f5c\u884c\u4e3a\u4e3b\u4f53\u5176\u300c\u521b\u4f5c\u884c\u4e3a\u300d\u662f\u53d7\u5230\u4ed6\u4eba\u7684\u6307\u6325\u3002<\/p>\n

\u56e0\u6b64\uff0c\u65e2\u7136\u5f55\u97f3\u8457\u4f5c\u4e4b\u5236\u4f5c\u4eba\u57fa\u4e8e\u6307\u6325\u4f17\u534f\u529b\u8005\u800c\u53d6\u5f97\u8457\u4f5c\u4eba\u8eab\u4efd\uff0c\u5219\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u5e94\u53ef\u56e0\u5176\u5bf9AI\u7a0b\u5e8f\u521b\u4f5c\u4e4b\u63a7\u5236\uff0c\u800c\u53d6\u5f97AI\u8457\u4f5c\u4e4b\u8457\u4f5c\u4eba\u8eab\u4efd\u3002\u8be5\u7a0b\u5e8f\u64b0\u5199\u8005\u6216\u8bad\u7ec3\u8005\u5219\u56e0\u96c7\u4f63\u6216\u51fa\u8d44\u5173\u7cfb\u3001\u6216\u8457\u4f5c\u6743\u8ba9\u4e0e\u5951\u7ea6\u5173\u7cfb\uff0c\u800c\u5c06\u8457\u4f5c\u6743\u79fb\u8f6c\u7ed9\u8be5\u5173\u7cfb\u4e0b\u7684\u5bf9\u9020\u3002<\/p>\n

<\/a>\u5907\u6ce8\uff1a<\/p>\n

\n
    \n
  1. Jean-Pierre Briot, Ga\u00ebtan Hadjeres, & Fran\u00e7ois-David Pachet, Deep Learning Techniques for Music Generation 2 (Springer Nature Switzerland AG 2020).<\/li>\n
  2. Yoonchang Han, Jaehun Kim, & Kyogu Lee,\u00a0Deep Convolutional Neural Networks for Predominant Instrument Recognition in Polyphonic Music<\/em>, 25(1) IEEE\/ACM Transactions on Audio, Speech, and Language Processing 208 (2017).<\/li>\n
  3. https:\/\/www.digitimes.com.tw\/iot\/article.asp?cat=158&cat1=30&cat2=134&id=0000598762_ZFN83JEV56B7E13QAFDQN<\/a>\u3002<\/li>\n
  4. Kalin Hristov,\u00a0Artificial Intelligence and the Copyright Dilemma<\/em>, 57 IDEA: J. Franklin Pierce for Intell. Prop. 431 (2017).<\/li>\n
  5. Jane C. Ginsburg & Luke Ali Budiardjo,\u00a0Authors and Machines<\/em>, 34 Berkeley Tech. L.J. 343 (2019).<\/li>\n
  6. Andrien v. S. Ocean Cty. Chamber of Commerce, 927 F.2d 132 (3d Cir. 1991).<\/li>\n
  7. Lindsay v. Wrecked & Abandoned Vessel R.M.S. TITANIC, No. 97 CIV. 9248 (HB), 1999 WL 816163 (S.D.N.Y. Oct. 13, 1999).<\/li>\n<\/ol>\n<\/div>\n\n\n\n
    \n\n\n\n
    \n

    \u597d\u6d88\u606f\uff5e\u5317\u7f8e\u667a\u6743\u62a5\u6709\u5fae\u4fe1\u516c\u4f17\u53f7\u4e86\uff01<\/strong><\/span><\/p>\n

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    		\"\"<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

     <\/p>\n

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    \n\n\n\n
    \"\"<\/td>\n<\/td>\n\n\n\n\n\n\n\n
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