{"id":62327,"date":"2025-07-21T21:07:00","date_gmt":"2025-07-21T13:07:00","guid":{"rendered":"https:\/\/swarma.org\/?p=62327"},"modified":"2025-07-21T21:07:00","modified_gmt":"2025-07-21T13:07:00","slug":"%e6%b6%8c%e7%8e%b0%e4%b9%8b%e8%b0%9c%ef%bc%9a%e4%bb%8e%e4%ba%ba%e7%b1%bb%e8%ae%a4%e7%9f%a5%e9%9d%a9%e5%91%bd%e5%88%b0ai%e8%a7%89%e9%86%92%ef%bd%9c%e6%96%b0%e4%b9%a6%e6%8e%a8%e4%bb%8b%e3%80%8a%e9%80%9a","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62327","title":{"rendered":"\u6d8c\u73b0\u4e4b\u8c1c\uff1a\u4ece\u4eba\u7c7b\u8ba4\u77e5\u9769\u547d\u5230AI\u89c9\u9192\uff5c\u65b0\u4e66\u63a8\u4ecb\u300a\u901a\u7528\u4eba\u5de5\u667a\u80fd\u300b"},"content":{"rendered":"
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\u5728\u4eba\u7c7b\u8ba4\u77e5\u8fdb\u5316\u7684\u6f2b\u957f\u5386\u7a0b\u4e2d\uff0c\u8bed\u8a00\u4e00\u76f4\u662f\u667a\u80fd\u53d1\u5c55\u7684\u5173\u952e\u67a2\u7ebd\u3002\u672c\u6587\u6df1\u5165\u63a2\u8ba8\u4e86\u4ece\u65e9\u671f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5230\u4eba\u5de5\u667a\u80fd\u6d8c\u73b0\u7684\u8ff7\u4eba\u65c5\u7a0b\uff0c\u63ed\u793a\u4e86\u667a\u80fd\u53d1\u5c55\u80cc\u540e\u7684\u6df1\u5c42\u673a\u7406\u3002\u901a\u8fc7\u8ffd\u6eaf\u4eba\u7c7b\u8ba4\u77e5\u9769\u547d\u7684\u5386\u53f2\u8f68\u8ff9\uff0c\u5e26\u4f60\u5c06\u63a2\u7d22\u8bed\u8a00\u3001\u601d\u7ef4\u548c\u667a\u80fd\u4e4b\u95f4\u9519\u7efc\u590d\u6742\u7684\u5173\u7cfb\uff0c\u5e76\u89e3\u8bfb\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u9010\u6b65\u63a5\u8fd1\u548c\u6a21\u4eff\u4eba\u7c7b\u5927\u8111\u7684\u8ba4\u77e5\u6a21\u5f0f\u3002\u8fd9\u662f\u4e00\u6bb5\u5173\u4e8e\u667a\u80fd\u672c\u8d28\u3001\u8bed\u8a00\u7406\u89e3\u548c\u8ba4\u77e5\u8fb9\u754c\u7684\u8ff7\u4eba\u63a2\u7d22\u3002<\/span><\/span><\/strong><\/p>\n


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\u901a\u8fc7\u8bed\u8a00\u5bf9\u601d\u60f3\u5efa\u6a21\u901a\u5411<\/span><\/span><\/span>AGI\u4e4b\u8def\u662f\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u7684\u5171<\/span><\/span><\/span>\u8bc6\u3002\u4f46\u662f\uff0c\u5982\u4f55\u8ba9<\/span><\/span><\/span>AI\u5b66\u4f1a\u8bed\u8a00\uff0c\u50cf\u4eba\u7c7b\u4e00\u6837\u83b7\u53d6\u77e5\u8bc6\u3001\u63a8\u65ad\u590d\u6742<\/span><\/span><\/span>\u95ee\u9898\u3001\u521b\u9020\u65b0\u7684\u601d\u60f3\uff0c\u4e00\u76f4\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6700\u5177\u6311\u6218\u6027\u7684\u95ee\u9898\u4e4b\u4e00\u3002<\/span><\/span><\/span><\/section>\n
\u65e9\u671f\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u6cd5\u4e3b\u8981\u53d7\u5230\u8bfa\u59c6<\/span><\/span><\/span>\u00b7\u4e54\u59c6\u65af\u57fa\u7684\u901a\u7528\u8bed<\/span><\/span><\/span>\u6cd5<\/span>\uff08<\/span><\/span><\/span>universal grammar\uff0cUG\uff09<\/span>\u7406\u8bba\u7684\u5f71\u54cd\u3002\u8fd9\u4e00\u7406\u8bba\u8ba4\u4e3a\uff0c\u4eba<\/span><\/span><\/span>\u7c7b\u8bed\u8a00\u7684\u5b66\u4e60\u5e76\u4e0d\u662f\u5355\u7eaf\u4f9d\u8d56\u5916\u90e8\u7ecf\u9a8c\uff0c\u800c\u662f\u4eba\u7c7b\u5929\u751f\u5177\u6709\u4e00\u79cd\u5185\u5728\u7684\u8bed\u6cd5\u80fd\u529b\uff0c\u5373\u5927\u8111\u4e2d\u9884\u8bbe\u4e86\u4e00\u5957\u57fa\u672c\u7684\u8bed\u6cd5\u7ed3\u6784\uff0c\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u638c\u63e1\u548c\u751f\u6210\u4efb\u4f55\u81ea\u7136\u8bed\u8a00\uff0c\u800c\u4e0d\u662f\u5355\u7eaf\u5730\u901a\u8fc7\u8bb0\u5fc6\u5927\u91cf\u53e5\u5b50\u8fdb\u884c\u4ea4\u6d41\u3002\u56e0\u6b64\uff0c\u4e16\u754c\u4e0a\u6240\u6709\u7684\u8bed\u8a00\u90fd\u9075\u5faa\u5b8c\u5168\u4e00\u6837\u7684\u901a\u7528\u8bed\u6cd5\uff0c\u5373\u4f7f\u6587\u5b57\u7684\u4e66\u5199\u3001\u53d1\u97f3\u5b8c\u5168\u4e0d\u4e00\u6837\u3002\u4e54\u59c6\u65af\u57fa\u5c06\u8bed\u8a00\u7684\u7ed3\u6784\u5f62\u5f0f\u5316\u4e3a\u4e54\u59c6\u65af\u57fa\u8303\u5f0f\uff0c\u5176\u4e2d\u5305\u62ec\u6b63\u5219\u6587\u6cd5<\/span>\uff08<\/span><\/span><\/span>regular grammar\uff09<\/span>\u3001\u4e0a\u4e0b\u6587\u65e0\u5173\u6587\u6cd5<\/span>\uff08context-free grammar\uff0cCFG\uff09<\/span>\u7b49\u5c42<\/span><\/span><\/span>\u6b21\uff0c\u4e3a\u8ba1\u7b97\u8bed\u8a00\u5b66\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u7406\u8bba\u6846\u67b6\u3002\u5728\u8fd9\u4e00\u4f53\u7cfb\u4e0b\uff0c\u8ba1\u7b97\u673a\u53ef\u4ee5\u4f7f\u7528\u53e5\u6cd5\u5206\u6790\u6280\u672f\uff0c\u5c06\u53e5\u5b50\u5206\u89e3\u6210\u66f4\u5c0f\u7684\u8bed\u6cd5\u5355\u5143\uff0c\u5982\u540d\u8bcd\u6027\u77ed\u8bed<\/span>\uff08<\/span><\/span><\/span>noun phrase\uff0cNP\uff09<\/span>\u3001\u52a8\u8bcd\u6027\u77ed\u8bed<\/span>\uff08verbal phrase\uff0cVP\uff09<\/span>\u7b49\uff0c\u5e76\u5229\u7528\u4e0a\u4e0b\u6587\u65e0\u5173\u6587\u6cd5\u6784\u5efa\u8bed\u6cd5\u6811\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u53e5\u5b50<\/span><\/span><\/span>\u201c<\/span><\/span><\/span>The cat sits on the mat\u201d\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7cfb\u7edf\u53ef\u4ee5\u6309\u7167\u89c4\u5219\u5c06\u5176<\/span><\/span><\/span>\u5206\u89e3\u4e3a<\/span><\/span><\/span> NP\u201cThe cat\u201d\uff0b VP\u201csits on the mat\u201d\uff0c\u7136\u540e\u8fdb\u4e00\u6b65\u7ec6\u5206\uff0c<\/span><\/span><\/span>\u4f7f\u5176\u5f62\u6210\u6e05\u6670\u7684\u5c42\u7ea7\u7ed3\u6784\u3002<\/span><\/span><\/span><\/section>\n
\u57fa\u4e8e\u901a\u7528\u8bed\u6cd5\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7cfb\u7edf\u5177\u6709\u4e24\u4e2a\u660e\u663e\u7684\u4f18\u70b9\uff1a\u9012\u5f52\u6027\u548c\u751f\u6210\u6027\u3002\u9012\u5f52\u6027\u610f\u5473\u7740\u8bed\u6cd5\u89c4\u5219\u53ef\u4ee5\u5d4c\u5957\u4f7f\u7528\uff0c\u4f8b\u5982\u201c\u5979\u8bf4\u5979\u8ba4\u4e3a\u4ed6\u53ef\u80fd\u4f1a\u6765\u201d\u8fd9\u6837\u7684\u53e5\u5b50\uff0c\u5c3d\u7ba1\u590d\u6742\uff0c\u4f46\u53ef\u4ee5\u6839\u636e\u9012\u5f52\u89c4\u5219\u8fdb\u884c\u89e3\u6790\u3002\u751f\u6210\u6027\u610f\u5473\u7740\u5373\u4fbf\u4f7f\u7528\u6709\u9650\u7684\u8bed\u6cd5\u89c4\u5219\uff0c\u4e5f\u53ef\u4ee5\u751f\u6210\u65e0\u9650\u591a\u7684\u7b26\u5408\u8bed\u6cd5\u89c4\u5219\u7684\u53e5\u5b50\uff0c\u800c\u4e0d\u5fc5\u5b58\u50a8\u6bcf\u4e2a\u53ef\u80fd\u7684\u8868\u8fbe\u65b9\u5f0f\u3002\u5c3d\u7ba1\u8fd9\u4e9b\u4f18\u70b9\u4f7f\u5f97\u901a\u7528\u8bed\u6cd5\u5728\u7406\u8bba\u4e0a\u5177\u6709\u5f88\u5f3a\u7684\u8868\u8fbe\u80fd\u529b\uff0c\u4f46\u5f53\u9762\u5bf9\u5e9e\u5927\u7684\u8bed\u6599\u5e93\u3001\u771f\u5b9e\u4e16\u754c\u7684\u8bed\u8a00\u590d\u6742\u6027\u65f6\uff0c\u4e54\u59c6\u65af\u57fa\u7684\u901a\u7528\u8bed\u6cd5\u5c31\u4f1a\u9762\u4e34\u6781\u5927\u7684\u56f0\u96be\u3002<\/span><\/span><\/span><\/section>\n
\u8fd9\u662f\u56e0\u4e3a\u81ea\u7136\u8bed\u8a00\u5e76\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6570\u5b66\u4e0a\u7684\u7ec4\u5408\u95ee\u9898\uff0c\u800c\u662f\u5145\u6ee1\u4e86\u6b67\u4e49\u3001\u9690\u55bb\u548c\u4e0a\u4e0b\u6587\u4f9d\u8d56\uff0c\u751a\u81f3\u662f\u6587\u5316\u5f71\u54cd\u3002\u8fd9\u4e9b\u8bed\u8a00\u7684\u590d\u6742\u6027\u548c\u4e0d\u53ef\u9884\u6d4b\u6027\u4f7f\u5f97\u8bed\u6cd5\u89c4\u5219\u7684\u5e94\u7528\u4e3e\u6b65\u7ef4\u8270\u3002\u4f8b\u5982\uff0c\u53e5\u5b50\u201c<\/span><\/span><\/span>Colorless green ideas sleep furiously\u201d<\/span>\uff08\u65e0\u8272\u7684\u7eff\u8272\u60f3\u6cd5\u731b\u70c8\u5730\u7761\u7740\uff09<\/span><\/span><\/span>\u867d\u7136\u5b8c\u5168\u7b26\u5408\u8bed\u6cd5\u89c4\u5219\uff0c\u4f46\u5728\u8bed\u4e49\u4e0a\u6beb\u65e0\u610f\u4e49\u3002\u53c8\u5982\u201c<\/span><\/span><\/span>Time <\/span><\/span><\/span>\ufb02<\/span><\/span><\/span>ies like an arrow \u201d\u65e2\u53ef\u4ee5\u7406\u89e3\u4e3a\u201c\u65f6\u95f4\u50cf\u7bad\u4e00\u6837\u98de\u901d\u201d\uff0c\u4e5f\u53ef\u4ee5\u7406\u89e3\u4e3a\u201c\u6d4b<\/span><\/span><\/span>\u91cf\u65f6\u95f4\u7684\u82cd\u8747\u559c\u6b22\u7bad\u201d<\/span>\uff08\u8fd9\u91cc\u201c<\/span><\/span><\/span>time\u201d\u662f\u52a8\u8bcd\uff0c\u201c<\/span><\/span><\/span>\ufb02<\/span><\/span><\/span>ies<\/span><\/span><\/span>\u201d<\/span><\/span><\/span>\u662f\u540d\u8bcd\uff09<\/span>\u3002\u56e0<\/span><\/span><\/span>\u6b64\uff0c\u5982\u679c<\/span><\/span><\/span> AI \u53ea\u4f9d\u8d56\u901a\u7528\u8bed\u6cd5\u53bb\u7406\u89e3\u8bed\u8a00\uff0c\u90a3\u4e48\u5b83\u8981\u4e48\u751f\u6210\u7b26\u5408\u8bed\u6cd5<\/span><\/span><\/span>\u89c4\u5219\u4f46\u65e0\u6cd5\u7406\u89e3\u7684\u53e5\u5b50\uff0c\u8981\u4e48\u5bf9\u53e5\u5b50\u4ea7\u751f\u9519\u8bef\u7684\u89e3\u6790\u3002\u8fd9\u5c31\u50cf\u65e0\u9650\u7334\u5b50\u5b9a\u7406<\/span>\uff08<\/span><\/span><\/span>in<\/span><\/span><\/span>\ufb01<\/span><\/span><\/span>nite monkey theorem\uff09<\/span>\u6240\u63ed\u793a\u7684\u95ee\u9898\uff1a\u4ec5\u4ec5\u4f9d\u9760\u968f\u673a<\/span><\/span><\/span>\u7ec4\u5408\uff0c\u5e76\u4e0d\u80fd\u5e26\u6765\u771f\u6b63\u7684\u7406\u89e3\u3002<\/span><\/span><\/span><\/section>\n
\u65e0\u9650\u7334\u5b50\u5b9a\u7406\u662f\u4e00\u4e2a\u7ecf\u5178\u7684\u6570\u5b66\u601d\u60f3\u5b9e\u9a8c\uff0c\u5b83\u8bbe\u60f3\u5982\u679c\u8ba9\u65e0\u9650\u591a\u7684\u7334\u5b50\u5728\u6253\u5b57\u673a\u4e0a\u968f\u673a\u6572\u51fb\u952e\u76d8\uff0c\u5e76\u4e14\u7ed9\u4e88\u8db3\u591f\u957f\u7684\u65f6\u95f4\uff0c\u90a3\u4e48\u6700\u7ec8\u5b83\u4eec\u5fc5\u7136\u4f1a\u6253\u51fa\u838e\u58eb\u6bd4\u4e9a\u7684\u300a\u54c8\u59c6\u96f7\u7279\u300b\u3002\u4ece\u6570\u5b66\u6982\u7387\u7684\u89d2\u5ea6\u770b\uff0c\u8fd9\u662f\u6210\u7acb\u7684<\/span><\/span><\/span>\u2014\u2014\u5373\u4f7f\u662f\u6781\u5c0f\u7684\u6982\u7387\u4e8b\u4ef6\uff0c\u5728\u65e0\u9650\u7684\u65f6\u95f4\u91cc\u4e5f\u4f1a<\/span><\/span><\/span>\u53d1\u751f\u3002\u4f46\u662f\uff0c\u5373\u4f7f\u7334\u5b50\u6700\u7ec8\u6572\u51fa\u4e86\u300a\u54c8\u59c6\u96f7\u7279\u300b\u7684\u5b8c\u6574\u6587\u672c\uff0c\u5b83\u4eec\u4ecd\u7136\u4e0d\u53ef\u80fd\u7406\u89e3\u5176\u4e2d\u7684\u4efb\u4f55\u4e00\u4e2a\u5355\u8bcd\uff0c\u4e5f\u4e0d\u53ef\u80fd\u4f53\u4f1a\u201c<\/span><\/span><\/span>To be, or not to be, that is the question\u201d<\/span>\uff08\u751f\u5b58\u8fd8\u662f\u6bc1\u706d\uff0c\u8fd9\u662f\u4e00\u4e2a\u95ee\u9898\uff09<\/span>\u8fd9\u53e5\u8bdd<\/span><\/span><\/span>\u6240\u8574\u542b\u7684\u751f\u5b58\u7684\u54f2\u5b66\u601d\u8003\u3002\u56e0\u6b64\uff0c\u65e0\u9650\u7334\u5b50\u5b9a\u7406\u8fd9\u4e2a\u601d\u60f3\u5b9e\u9a8c\u5b9e\u9645\u4e0a\u63ed\u793a\u4e86\u4e00\u4e2a\u6df1\u523b\u7684\u95ee\u9898\uff1a\u4ec5\u4ec5\u4f9d\u9760\u968f\u673a\u6392\u5217\uff0c\u5e76\u4e0d\u80fd\u5e26\u6765\u771f\u6b63\u7684\u7406\u89e3\uff1b\u771f\u6b63\u7684\u8bed\u8a00\u662f\u7531\u9ad8\u5ea6\u7ed3\u6784\u5316\u548c\u590d\u6742\u8bed\u5883\u5171\u540c\u9a71\u52a8\u7684\u3002<\/span><\/span><\/span><\/section>\n
\u5982\u679c<\/span><\/span><\/span>AI\u4f7f\u7528\u901a\u7528\u8bed\u6cd5\u751f\u6210\u8bed\u8a00\uff0c\u5b83\u5c31\u50cf\u662f\u7334\u5b50\u5728\u6253\u5b57\u673a\u4e0a\u968f<\/span><\/span><\/span>\u673a\u6572\u51fb<\/span><\/span><\/span>\u2014\u2014\u751f\u6210\u7684\u6587\u672c\u53ef\u80fd\u8bed\u6cd5\u6b63\u786e\uff0c\u4f46\u662f\u7f3a\u4e4f\u903b\u8f91\u6027\u548c\u771f\u6b63\u7684<\/span><\/span><\/span>\u610f\u4e49\u3002\u4f8b\u5982\uff0c<\/span><\/span><\/span>AI\u53ef\u80fd\u4f1a\u751f\u6210\u201c\u738b\u5b50\u62ff\u8d77\u5251\uff0c\u6708\u4eae\u9ad8\u6302\u5929\u7a7a\u201d\u8fd9\u6837<\/span><\/span><\/span>\u7b26\u5408\u8bed\u6cd5\u7684\u53e5\u5b50\uff0c\u4f46\u5b83\u5e76\u4e0d\u6e05\u695a\u201c<\/span><\/span><\/span>\u738b\u5b50\u201d\u7684\u884c\u4e3a\u4e0e\u201c\u6708\u4eae\u201d\u4e4b\u95f4<\/span><\/span><\/span>\u662f\u5426\u5b58\u5728\u5408\u7406\u7684\u56e0\u679c\u5173\u7cfb\u3002\u56e0\u6b64\uff0c\u8bed\u8a00\u7684\u786e\u53ef\u4ee5\u88ab\u4e00\u7ec4\u6709\u9650\u7684\u89c4\u5219\u89e3\u6790\uff0c\u4f46\u662f\u8bed\u8a00\u7684\u672c\u8d28\u8fdc\u6bd4\u8fd9\u590d\u6742<\/span><\/span><\/span>\u2014\u2014\u8bed\u8a00\u6d89\u53ca\u4e0a\u4e0b\u6587\u63a8\u7406\u3001\u8bed\u5883<\/span><\/span><\/span>\u4f9d\u8d56\u3001\u4e16\u754c\u77e5\u8bc6\uff0c\u751a\u81f3\u6587\u5316\u5171\u8bc6\uff0c\u800c\u8fd9\u4e9b\u90fd\u662f\u901a\u7528\u8bed\u6cd5\u96be\u4ee5\u6355\u6349\u7684\u90e8\u5206\u3002<\/span><\/span><\/span><\/section>\n
\u8fd9\u5c31\u662f\u57fa\u4e8e\u201c\u5fc3\u7406\u201d\u7684\u667a\u80fd\u79d1\u5b66\u4e0e\u57fa\u4e8e\u201c\u81ea\u7136\u201d\u7684\u6570\u5b66\u7269\u7406\u7b49\u79d1\u5b66\u5728\u65b9\u6cd5\u8bba\u4e0a\u7684\u5de8\u5927\u4e0d\u540c\u3002\u5728\u7269\u7406\u5b66\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u725b\u987f\u5b9a\u5f8b\u6216\u76f8\u5bf9\u8bba\u8fd9\u6837\u7684\u7b2c\u4e00\u6027\u539f\u7406\u6765\u89e3\u91ca\u548c\u9884\u6d4b\u6574\u4e2a\u4e16\u754c\u7684\u8fd0\u884c\u3002\u4f46\u662f\u8bed\u8a00\u5e76\u6ca1\u6709\u201c\u7b2c\u4e00\u6027\u539f\u7406\u201d\u53ef\u4ee5\u63cf\u8ff0\u5b83\u7684\u751f\u6210\u548c\u7406\u89e3\uff0c\u81f3\u5c11\u6211\u4eec\u76ee\u524d\u4e0d\u77e5\u9053\u3002<\/span><\/span><\/span><\/section>\n
\u4f46\u662f\uff0c\u6211\u4eec\u77e5\u9053\u4eba\u662f\u80fd\u591f\u751f\u6210\u548c\u7406\u89e3\u8bed\u8a00\u7684\uff1b\u90a3\u4e48\uff0c\u4e3a\u4ec0\u4e48<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u4e0d\u80fd\u201c\u6284\u4eba\u7684\u4f5c\u4e1a\u201d\u5462\uff1f<\/span><\/span><\/span><\/section>\n

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<\/section>\n<\/section>\n<\/section>\n
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\u7b2c\u4e00\u6b21\u8ba4\u77e5\u9769\u547d\uff1a\u4ece\u201c\u52a8\u7269\u201d\u5230\u201c\u4eba\u201d<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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<\/span><\/section>\n

<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


<\/span><\/p>\n

\u5728\u300a\u5723\u7ecf<\/span><\/span><\/span>\u00b7\u4f20\u9053\u4e66\u300b\u91cc\u6709\u8fd9\u6837\u4e00\u6bb5\u8bdd\uff1a<\/span><\/span><\/span><\/section>\n
\u5df2\u6709\u7684\u4e8b\uff0c\u540e\u5fc5\u518d\u6709\uff1b\u5df2\u884c\u7684\u4e8b\uff0c\u540e\u5fc5\u518d\u884c\u3002\u65e5\u5149\u4e4b\u4e0b\uff0c\u5e76\u65e0\u65b0\u4e8b\u3002<\/span><\/span><\/span><\/section>\n
\u4eba\u5de5\u667a\u80fd\u662f\u4eba\u7c7b\u4ee5\u81ea\u8eab\u667a\u80fd\u4e3a\u6a21\u677f\u521b\u5efa\u7684\uff0c\u56e0\u6b64\uff0c\u4ece\u8003\u53e4\u5b66\u548c\u4eba\u7c7b\u5b66\u7684\u89d2\u5ea6\u53bb\u7834\u89e3\u4eba\u7c7b\u667a\u80fd\u6f14\u5316\u7684\u5965\u79d8\uff0c\u4e5f\u8bb8\u80fd\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u9053\u8def\u3002<\/span><\/span><\/span><\/section>\n
\u4eba\u7c7b\u662f\u5728<\/span><\/span><\/span>700\u4e07\u5e74\u524d\uff5e500\u4e07\u5e74\u524d\u4e0e\u7329\u7329\u7684\u7956\u5148\u5206\u9053\u626c\u9573\u3001<\/span><\/span><\/span>\u72ec\u7acb\u8fdb\u5316\u7684\u3002\u5728\u8fd9\u4e2a\u6f2b\u957f\u7684\u8fdb\u5316\u9053\u8def\u4e0a\uff0c\u53e4\u4eba\u7c7b\u7559\u4e0b\u7684\u75d5\u8ff9\u53ef\u4ee5\u8bf4\u662f\u4e4f\u5584\u53ef\u9648<\/span><\/span><\/span>\u2014\u2014\u4ed6\u4eec\u7684\u884c\u4e3a\u6a21\u5f0f\u76f8\u5bf9\u7b80\u5355\uff0c\u4e0e\u5176\u4ed6\u7075\u957f\u7c7b\u52a8\u7269\u5e76<\/span><\/span><\/span>\u65e0\u592a\u5927\u5dee\u522b\u3002\u4ed6\u4eec\u80fd\u5236\u9020\u5de5\u5177\uff0c\u4f46\u5de5\u5177\u5f62\u5f0f\u5355\u4e00\uff0c\u6539\u8fdb\u7f13\u6162\uff1b\u4ed6\u4eec\u6709\u57fa\u672c\u7684\u793e\u4f1a\u7ed3\u6784\uff0c\u4f46\u793e\u4ea4\u65b9\u5f0f\u4ecd\u5c40\u9650\u4e8e\u5c0f\u89c4\u6a21\u7684\u4eb2\u7f18\u7fa4\u4f53\uff1b\u4ed6\u4eec\u61c2\u5f97\u5229\u7528\u81ea\u7136\u8d44\u6e90\uff0c\u4f46\u7f3a\u4e4f\u957f\u671f\u89c4\u5212\u548c\u8c61\u5f81\u6027\u601d\u7ef4\u3002\u4f46\u662f\uff0c\u5728\u8ddd\u4eca<\/span><\/span><\/span>10\u4e07\u5e74\u524d\u52307\u4e07\u5e74\u524d\uff0c\u4eba\u7c7b\u72b9\u5982\u88ab\u4ed9\u4eba\u629a\u9876\uff0c\u77ac\u95f4\u5f00\u667a\uff0c\u5176\u884c\u4e3a<\/span><\/span><\/span>\u548c\u8ba4\u77e5\u6a21\u5f0f\u7a81\u7136\u52a0\u901f\u8fdb\u5316\uff0c\u521b\u9020\u51fa\u4e00\u79cd\u5b8c\u5168\u4e0d\u540c\u4e8e\u4ee5\u5f80\u7684\u751f\u5b58\u65b9\u5f0f<\/span>\uff08\u89c1\u56fe<\/span><\/span><\/span>3-2\uff09<\/span>\u3002\u8fd9\u4e2a\u8fdb\u5316\u8def\u5f84\u4e0a\u7684\u8f6c\u6298\u70b9\uff0c\u88ab\u4eba\u7c7b\u5b66\u5bb6\u79f0\u4e3a\u201c\u7b2c\u4e00\u6b21<\/span><\/span><\/span>\u8ba4\u77e5\u9769\u547d\u201d\u3002<\/span><\/span><\/span><\/section>\n
<\/p>\n
<\/section>\n

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\u5728\u8fd9\u573a\u8ba4\u77e5\u9769\u547d\u4e2d\uff0c\u4eba\u7c7b\u4ece\u5355\u7eaf\u9002\u5e94\u73af\u5883\u7684\u751f\u5b58\u8005\uff0c\u8f6c\u53d8\u4e3a\u4e3b\u52a8\u521b\u9020\u548c\u6539\u53d8\u4e16\u754c\u7684\u53d1\u660e\u8005\u3002\u5728\u8fd9\u573a\u8ba4\u77e5\u9769\u547d\u4e4b\u524d\uff0c\u4eba\u7c7b\u7684\u53d1\u660e\u901f\u7387\u51e0\u4e4e\u5904\u4e8e\u505c\u6ede\u72b6\u6001\uff0c\u5c11\u6709\u7684\u53d1\u660e\u4e3b\u8981\u4f53\u73b0\u5728\u5de5\u5177\u7684\u7cbe\u7ec6\u5316\u6539\u826f\u4e0a\uff0c\u800c\u6ca1\u6709\u8d28\u7684\u98de\u8dc3\u3002\u4f8b\u5982\uff0c\u963f\u820d\u5229\u624b\u65a7<\/span>\uff08<\/span><\/span><\/span>Acheulean handaxe\uff09<\/span>\u662f\u65e7\u77f3<\/span><\/span><\/span>\u5668\u65f6\u4ee3\u4e2d\u671f\u6700\u5177\u4ee3\u8868\u6027\u7684\u5de5\u5177\uff0c\u4f7f\u7528\u65f6\u95f4\u8de8\u5ea6\u5728<\/span><\/span><\/span>170\u4e07\u5e74\u524d\u81f320\u4e07<\/span><\/span><\/span>\u5e74\u524d\uff0c\u5e76\u968f\u7740\u4eba\u7c7b\u7684\u8fc1\u5f99\u4f20\u64ad\u5230\u6b27\u6d32\u3001\u4e2d\u4e1c\u548c\u5357\u4e9a\uff0c\u751a\u81f3\u8fdc\u81f3\u6211\u56fd\u3002\u5c3d\u7ba1\u5728\u6750\u6599\u9009\u62e9\u548c\u6253\u78e8\u5de5\u827a\u4e0a\u6709\u6240\u6539\u8fdb\uff0c\u4f46\u662f\u5728\u8fd9<\/span><\/span><\/span>\u6f2b\u957f\u7684\u8fd1<\/span><\/span><\/span>150\u4e07<\/span><\/span><\/span>\u5e74\u91cc\uff0c\u5176\u57fa\u672c\u5f62\u6001\u4fdd\u6301\u4e00\u81f4\uff1a\u53cc\u9762\u4fee\u6574\uff0c\u5448\u692d\u5706\u5f62\u6216\u6cea\u6ef4\u5f62\uff0c\u4e00\u7aef\u8f83\u5c16\uff0c\u53e6\u4e00\u7aef\u8f83\u5bbd\uff0c\u6574\u4f53\u5bf9\u79f0\uff0c\u8fb9\u7f18\u950b\u5229\u3002<\/span><\/span><\/span><\/section>\n
\u5728\u7b2c\u4e00\u6b21\u8ba4\u77e5\u9769\u547d\u4e2d\uff0c\u4eba\u7c7b\u7684\u53d1\u660e\u5f00\u59cb\u5448\u73b0\u7a81\u7834\u6027\u53d8\u5316\uff0c\u5728\u5de5\u5177\u5236\u4f5c\u4e0a\u51fa\u73b0\u4e86\u524d\u6240\u672a\u6709\u7684\u591a\u6837\u6027\u3002\u4f8b\u5982\uff0c\u73b0\u4ee3\u667a\u4eba\u8fdb\u5165\u6b27\u6d32\u540e\u5efa\u7acb\u7684\u7b2c\u4e00\u4e2a\u4e3b\u8981\u6587\u5316<\/span><\/span><\/span>\u2014\u2014\u5965\u745e\u7eb3\u6587\u5316<\/span>\uff08Aurignacian culture\uff09<\/span>\u6240\u53d1\u660e<\/span><\/span><\/span>\u7684\u9aa8\u5236\u9c7c\u53c9\u6709\u591a\u9f7f\u8bbe\u8ba1\uff0c\u660e\u663e\u6bd4\u4e4b\u524d\u7684\u7b80\u5355\u5c16\u5934\u9c7c\u53c9\u66f4\u9002\u5408\u6355\u9c7c\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4eba\u7c7b\u5f00\u59cb\u521b\u9020\u975e\u5b9e\u7528\u6027\u7684\u7269\u54c1\uff0c\u5982\u88c5\u9970\u54c1\u548c\u8c61\u5f81\u6027\u7b26\u53f7\u3002\u4f8b\u5982\uff0c\u5206\u5e03\u5728\u4eca\u5929\u4ee5\u8272\u5217\u3001\u5df4\u52d2\u65af\u5766\u3001\u9ece\u5df4\u5ae9\u3001\u53d9\u5229\u4e9a\u548c\u7ea6\u65e6\u5730\u533a\u7684\u7eb3\u5410\u592b\u6587\u5316<\/span>\uff08<\/span><\/span><\/span>Natufian culture\uff09<\/span>\u9057\u5740\u4e2d\u51fa\u571f\u4e86\u8d1d\u58f3\u9879\u94fe\u548c\u52a8<\/span><\/span><\/span>\u7269\u7259\u9970\u54c1\uff0c\u5728\u5357\u975e\u5e03\u9686\u535a\u65af\u6d1e\u7a74\u4e2d\u6709\u523b\u753b\u5728\u7ea2\u8272\u8d6d\u77f3\u4e0a\u7684\u51e0\u4f55\u56fe\u6848\uff0c\u4ee5\u53ca\u5728\u6cd5\u56fd\u8096\u7ef4\u5ca9\u6d1e\u91cc\u63cf\u7ed8\u52a8\u7269\u3001\u624b\u5370\u548c\u62bd\u8c61\u7b26\u53f7\u7684\u7ed8\u753b\u3002\u8fd9\u8868\u660e\uff0c\u4eba\u7c7b\u5df2\u7ecf\u5b66\u4f1a\u4e86\u7528\u827a\u672f\u548c\u7b26\u53f7\u8bb0\u5f55\u4fe1\u606f\u3001\u8868\u8fbe\u60c5\u611f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5236\u9020\u5de5\u5177\u3002\u6700\u80fd\u4f53\u73b0\u8fd9\u4e00\u70b9\u7684\u662f\u73b0\u4ee3\u667a\u4eba\u5728\u5404\u5f0f\u7269\u54c1\u4e0a\u7559\u4e0b\u7684\u6761\u7eb9\u3002\u8003\u53e4\u5b66\u5bb6\u5728\u51fa\u571f\u7684<\/span><\/span><\/span>7.7\u4e07\u5e74\u524d\u7684\u77f3\u65a7\u548c6\u4e07\u5e74\u524d\u7684\u9e35\u9e1f\u86cb\u58f3<\/span><\/span><\/span>\u5316\u77f3\u4e0a\u90fd\u770b\u5230\u4e86\u6709\u89c4\u5f8b\u7684\u6761\u7eb9\uff0c\u4f46\u5177\u4f53\u610f\u4e49\u4e0d\u8be6\uff1b\u800c\u5728\u8ddd\u4eca<\/span><\/span><\/span>4.3\u4e07<\/span><\/span><\/span>\u5e74\u524d\u7684\u72d2\u72d2\u9aa8\u5934\u5316\u77f3\u4e0a\u53d1\u73b0\u4e86<\/span><\/span><\/span> 28 \u9053\u5e73\u884c\u7684\u523b\u75d5\uff0c\u4ee3\u8868\u7684\u662f\u4e00\u4e2a\u6708<\/span><\/span><\/span>\u7684\u9634\u6674\u5706\u7f3a\u3002\u7531\u6b64\uff0c\u8ddd\u4eca\u7ea6<\/span><\/span><\/span>5000\u5e74\u524d\u82cf\u7f8e\u5c14\u4eba\u5728\u6ce5\u677f\u4e0a\u7528\u6954\u5f62\u6587<\/span><\/span><\/span>\u5b57\u8bb0\u5f55\u5357\u5929\u661f\u5ea7\u90a3\u9897\u5c06\u9ed1\u591c\u7167\u6210\u767d\u663c\u7684\u8d85\u65b0\u661f\uff0c\u4e5f\u5c31\u6c34\u5230\u6e20\u6210\u3001\u81ea\u7136\u800c\u7136\u4e86\u3002<\/span><\/span><\/span><\/section>\n
\u5728\u8fd9\u573a\u8ba4\u77e5\u9769\u547d\u7684\u80cc\u540e\uff0c\u662f\u4eba\u7c7b\u601d\u7ef4\u6a21\u5f0f\u7684\u6839\u672c\u6027\u6539\u53d8\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4eba\u7c7b\u7684\u601d\u7ef4\u66f4\u63a5\u8fd1\u4e8e\u76f4\u63a5\u7ecf\u9a8c\u578b\u601d\u7ef4<\/span>\uff08<\/span><\/span><\/span>experiential thinking\uff09<\/span>\uff0c<\/span><\/span><\/span>\u5373\u884c\u4e3a\u4f9d\u8d56\u4e8e\u73af\u5883\u4e2d\u7684\u5373\u65f6\u523a\u6fc0\u548c\u957f\u671f\u4e60\u5f97\u7684\u7ecf\u9a8c\u3002\u4ed6\u4eec\u7684\u5de5\u5177\u5236\u4f5c\u53ef\u80fd\u662f\u901a\u8fc7\u6a21\u4eff\u4f20\u627f\uff0c\u800c\u4e0d\u662f\u57fa\u4e8e\u521b\u9020\u6027\u63a8\u7406\u3002\u5728\u6b64\u4e4b\u540e\uff0c\u4eba\u7c7b\u7684\u601d\u7ef4\u5f00\u59cb\u8f6c\u5411\u5047\u8bbe\u63a8\u7406\u578b\u601d\u7ef4<\/span>\uff08<\/span><\/span><\/span>hypothetical-deductive thinking\uff09<\/span>\uff0c<\/span><\/span><\/span>\u5373\u80fd\u591f\u5728\u5b9e\u9645\u5236\u9020\u524d\uff0c\u5148\u5728\u5934\u8111\u4e2d\u6784\u601d\u5e76\u6a21\u62df\u53ef\u80fd\u7684\u7ed3\u679c\u3002\u6b63\u662f\u8fd9\u4e2a\u601d\u7ef4\u6a21\u5f0f\u7684\u8f6c\u53d8\uff0c\u4eba\u7c7b\u624d\u771f\u6b63\u4ece\u201c\u52a8\u7269\u201d\u8fdb\u5316\u6210\u201c\u4eba\u201d\u2014\u2014<\/span><\/span><\/span>\u6211\u4eec<\/span><\/span><\/span>\u4e0d\u518d\u662f\u5927\u81ea\u7136\u98df\u7269\u94fe\u4e2d\u7684\u4e00\u73af\uff0c\u800c\u662f\u8df3\u51fa\u4e86\u98df\u7269\u94fe\uff0c\u628a\u5176\u4ed6\u52a8\u7269\u53d8\u6210\u6211\u4eec\u7684\u98df\u7269\u6216\u8005\u5ba0\u7269\uff0c\u6210\u4e3a\u8fd9\u4e2a\u4e16\u754c\u7684\u4e3b\u5bb0\u3002<\/span><\/span><\/span><\/section>\n
\u89e6\u53d1\u7b2c\u4e00\u6b21\u8ba4\u77e5\u9769\u547d\u7684\u539f\u56e0\u5e76\u65e0\u5b9a\u8bba\u3002\u4f8b\u5982\uff0c\u6c14\u5019\u53d8\u5316\u5b66\u8bf4\u8ba4\u4e3a\u662f\u8ddd\u4eca\u7ea6<\/span><\/span><\/span>7\u4e07\u5e74\u524d\u5730\u7403\u7ecf\u5386\u7684\u5267\u70c8\u7684\u6c14\u5019\u6ce2\u52a8\uff0c\u6781\u7aef\u5e72\u65f1\u3001\u51b0\u671f<\/span><\/span><\/span>\u548c\u706b\u5c71\u7206\u53d1\u8feb\u4f7f\u53e4\u4eba\u7c7b\u6539\u53d8\u601d\u7ef4\u6a21\u5f0f\uff0c\u5bfb\u627e\u66f4\u6709\u6548\u7684\u751f\u5b58\u7b56\u7565\u3002\u5728\u6211\u770b\u6765\uff0c<\/span><\/span><\/span>300\u4e07\u5e74\u7684\u6f14\u5316\u5e76\u975e\u5386\u53f2\u7684\u5783\u573e\u65f6\u95f4\uff0c\u53e4\u4eba\u7c7b\u5728\u8fd9\u6bb5\u6f2b\u957f<\/span><\/span><\/span>\u7684\u65f6\u95f4\u91cc\uff0c\u6b63\u5728\u4e00\u70b9\u70b9\u58ee\u5927\u667a\u80fd\u7684\u7269\u8d28\u57fa\u7840\uff1a\u5927\u8111\u3002\u5728\u80fd\u4eba<\/span><\/span><\/span>[1]\u65f6\u671f<\/span><\/span><\/span>\uff08<\/span><\/span><\/span>250\u4e07\u5e74\u524d\uff5e140\u4e07\u5e74\u524d\uff09<\/span>\uff0c\u80fd\u4eba\u7684\u5927\u8111\u5bb9\u91cf\u4e3a600\uff5e750\u6beb\u5347\uff1b\u5728<\/span><\/span><\/span>\u76f4\u7acb\u4eba<\/span><\/span><\/span>[2]\u65f6\u671f<\/span>\uff08190\u4e07\u5e74\u524d\uff5e11\u4e07\u5e74\u524d\uff09<\/span>\uff0c\u76f4\u7acb\u4eba\u7684\u5927\u8111\u5bb9\u91cf\u589e\u957f\u5230900\uff5e1100\u6beb\u5347\u3002\u5230\u4e86\u5c3c\u5b89\u5fb7\u7279\u4eba[3]\u65f6\u671f<\/span>\uff0840\u4e07\u5e74\u524d\uff5e3\u4e07\u5e74\u524d\uff09<\/span>\uff0c\u5176<\/span><\/span><\/span>\u8111\u5bb9\u91cf\u5df2\u8fbe<\/span><\/span><\/span>1200\uff5e1700 \u6beb\u5347\uff0c\u751a\u81f3\u8d85\u8fc7\u4e86\u73b0\u4ee3\u667a\u4eba[4]1200\uff5e160\u6beb<\/span><\/span><\/span>\u5347\u7684\u8111\u5bb9\u91cf<\/span>\uff08\u89c1\u56fe<\/span><\/span><\/span>3-4\uff09<\/span>\u3002\u56e0\u6b64\uff0c\u5c3c\u5b89\u5fb7\u7279\u4eba\u66fe\u5728\u4e0e\u65e9\u671f\u667a\u4eba\u7684\u7ade<\/span><\/span><\/span>\u4e89\u4e2d\u5360\u636e\u4f18\u52bf\uff0c\u8fd9\u4e00\u70b9\u5e76\u4e0d\u4ee4\u4eba\u610f\u5916\u3002<\/span><\/span><\/span><\/section>\n
\u4eba\u7c7b\u5927\u8111\u7684\u6f14\u5316\u662f\u751f\u7269\u8fdb\u5316\u53f2\u4e0a\u6700\u5927\u7684\u5947\u8ff9\u3002<\/span><\/span><\/span>300\u4e07\u5e74\u653e\u5728\u751f<\/span><\/span><\/span>\u547d\u8fdb\u5316\u7684\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u770b\uff0c\u53ea\u662f\u5f39\u6307\u4e00\u6325\u95f4\uff0c\u800c\u4eba\u7c7b\u5927\u8111\u7684\u4f53\u79ef\u589e\u52a0\u4e86\u8fd1<\/span><\/span><\/span>3\u500d\uff0c\u8fdc\u8fdc\u8d85\u8fc7\u4e86\u5176\u4ed6\u5668\u5b98\u7684\u6f14\u5316\u901f\u7387\u3002\u66f4\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u5927<\/span><\/span><\/span>\u8111\u7684\u6f14\u5316\u8fdd\u53cd\u4e86\u8fdb\u5316\u7684\u57fa\u672c\u539f\u5219\uff1a\u6f14\u5316\u7684\u76ee\u6807\u662f\u80fd\u91cf\u6548\u7387\u6700\u5927\u5316\uff0c\u5927\u8111\u4f53\u79ef\u7684\u589e\u957f\u5374\u610f\u5473\u7740\u66f4\u9ad8\u7684\u80fd\u91cf\u6d88\u8017<\/span><\/span><\/span>\u2014\u2014\u73b0\u4ee3\u4eba\u7c7b\u5927\u8111\u4ec5\u5360\u4f53<\/span><\/span><\/span>\u91cd\u7684<\/span><\/span><\/span>2%\uff0c\u4f46\u5374\u6d88\u8017\u7740\u8d85\u8fc720%\u7684\u8eab\u4f53\u80fd\u91cf\u3002\u8fd9\u8868\u660e\u5927\u8111\u7684\u6f14\u5316\u4e00<\/span><\/span><\/span>\u5b9a\u5e26\u6765\u4e86\u5de8\u5927\u7684\u9002\u5e94\u6027\u4f18\u52bf\uff0c\u8db3\u4ee5\u62b5\u6d88\u5176\u9ad8\u80fd\u8017\u7684\u7f3a\u70b9\u3002\u8fd9\u4e2a\u4f18\u52bf\u5c31\u662f\u7b97\u529b\u7684\u63d0\u5347\u3002<\/span><\/span><\/span><\/section>\n
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\u6b63\u5982\u6211\u4eec\u4e0d\u80fd\u6307\u671b\u53ea\u6709<\/span><\/span><\/span>302\u4e2a\u795e\u7ecf\u5143\u7684\u7ebf\u866b\u5b66\u4f1a\u4eba\u7c7b\u7684\u8bed\u8a00\uff0c<\/span><\/span><\/span>\u751a\u81f3\u6700\u57fa\u672c\u7684\u8d8b\u5229\u907f\u5bb3\u5bf9\u5b83\u800c\u8a00\u90fd\u662f\u96be\u4ee5\u89e6\u8fbe\u7684\u667a\u529b\u5dc5\u5cf0\u3002\u56e0\u4e3a\u5b83\u7684\u795e\u7ecf\u5143\u6570\u91cf\u592a\u5c11\uff0c\u65e0\u6cd5\u627f\u8f7d\u6700\u57fa\u672c\u7684\u8ba4\u77e5\u6d3b\u52a8\uff0c\u4e5f\u65e0\u6cd5\u5b58\u50a8\u8fc7\u53bb\u7684\u7ecf\u9a8c\u3002\u540c\u6837\uff0c\u6211\u4eec\u4e5f\u4e0d\u80fd\u6307\u671b\u8111\u5bb9\u91cf\u4e0d\u5230<\/span><\/span><\/span>600\u6beb\u5347\u7684\u80fd\u4eba\u521b\u9020\u7480<\/span><\/span><\/span>\u74a8\u7684\u6587\u660e\u3001\u5236\u9020\u8131\u79bb\u5730\u7403\u5f15\u529b\u7684\u98de\u8239\u3002<\/span><\/span><\/span><\/section>\n
\u6240\u4ee5\uff0c\u4e00\u4f4d\u4ece\u4e8b\u4eba\u624d\u9009\u62d4\u7684\u5fc3\u7406\u6d4b\u8bc4\u7684\u540c\u4e8b\u8bf4\u8fc7\u8fd9\u6837\u4e00\u53e5\u8bdd\uff1a\u201c\u9ad8\u4e2a\u5b50\u4e0d\u4e00\u5b9a\u80fd\u6253\u597d\u7bee\u7403\uff0c\u4f46\u662f\u7bee\u7403\u6559\u7ec3\u4e00\u5b9a\u4f1a\u9009\u9ad8\u4e2a\u5b50\u3002\u201d<\/span><\/span><\/span><\/section>\n
\u65e5\u5149\u4e4b\u4e0b\u65e0\u65b0\u4e8b\u3002\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u4e5f\u662f\u540c\u4e00\u4e2a\u9053\u7406\u3002<\/span><\/span><\/span><\/section>\n

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AGI\u7684\u7b2c\u4e00\u6027\u539f\u7406\uff1a\u5927\u3001\u5927\u3001\u5927\uff01<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


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\u5927\u8111\u662f\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\u3002\u590d\u6742\u7cfb\u7edf\u901a\u5e38\u7531\u5927\u91cf\u7684\u4e2a\u4f53\u7ec4\u6210\uff0c\u5982\u5927\u8111\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u795e\u7ecf\u5143\u3001\u7ecf\u6d4e\u5e02\u573a\u4e2d\u7684\u4f01\u4e1a\u3001\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u7269\u79cd\u7b49\u3002\u590d\u6742\u7cfb\u7edf\u5177\u5907\u4e00\u4e2a\u5173\u952e\u7279\u70b9\uff1a\u5176\u89c4\u6a21\u5fc5\u987b\u8db3\u591f\u5927\u3002<\/span><\/span><\/span>\u53ea\u6709\u89c4\u6a21\u5927\uff0c\u624d\u80fd\u63d0\u5347\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u3002\u4f8b\u5982\uff0c\u5c0f\u578b\u793e\u7fa4\u7684\u590d\u6742\u5ea6\u8fdc\u5c0f\u4e8e\u5168\u7403\u7ecf\u6d4e\u7684\u590d\u6742\u5ea6<\/span><\/span><\/span>\u2014\u2014\u5168\u7403\u7ecf\u6d4e\u6d89\u53ca\u6570\u5341\u4ebf\u4e2a\u4f53\u53ca\u5176\u76f8\u4e92\u4f5c\u7528\uff0c\u8fdc\u6bd4\u4e00\u4e2a\u5c0f<\/span><\/span><\/span>\u578b\u6751\u843d\u590d\u6742\u3002\u5728\u8fd9\u590d\u6742\u5ea6\u7684\u80cc\u540e\uff0c\u662f\u4e2a\u4f53\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u6a21\u5f0f\u53d8\u5f97\u5f02\u5e38\u590d\u6742\uff0c\u5bfc\u81f4\u975e\u7ebf\u6027\u589e\u957f\u3002\u4f8b\u5982\uff0c\u6b63\u662f\u4ece\u80fd\u4eba\u5230\u667a\u4eba\u7684\u5927\u8111\u5bb9\u91cf\u7684\u663e\u8457\u589e\u52a0\uff0c\u4f7f\u5f97\u8d85\u5927\u89c4\u6a21\u7684\u795e\u7ecf\u7f51\u7edc\u7684\u4fe1\u606f\u5904\u7406\u80fd\u529b\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u5f62\u6210\u6bd4\u5355\u4e2a\u795e\u7ecf\u5143\u66f4\u9ad8\u7ea7\u7684\u8ba4\u77e5\u80fd\u529b\u3002\u6b64\u65f6\uff0c\u6574\u4f53\u7cfb\u7edf\u8868\u73b0\u51fa\u201c<\/span><\/span><\/span>1\uff0b1\uff1e2\u201d\u7684\u8d85\u8d8a\u4e2a\u4f53\u5c42\u9762\u7b80\u5355\u76f8\u52a0\u7684\u72b6\u6001\uff0c\u5373\u6d8c\u73b0\u3002\u4f8b\u5982\uff0c\u5355<\/span><\/span><\/span>\u4e2a\u795e\u7ecf\u5143\u5e76\u6ca1\u6709\u610f\u8bc6\uff0c\u4f46\u5f53\u4f17\u591a\u7684\u795e\u7ecf\u5143\u4ea4\u7ec7\u5728\u4e00\u8d77\uff0c\u610f\u8bc6\u5c31\u4f1a\u81ea\u7136\u6d8c\u73b0\u3002\u6a21\u62df\u5927\u8111\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u548c\u8fd0\u884c\u6a21\u5f0f\u7684<\/span><\/span><\/span>AI\u4e5f\u4e0d\u4f8b\u5916\u3002<\/span><\/span><\/span><\/section>\n
2022\u5e746\u6708\uff0c\u4e5f\u5c31\u662fChatGPT\u53d1\u5e03\u76845\u4e2a\u6708\u524d\uff0cOpenAI\u53d1\u8868<\/span><\/span><\/span>\u4e86\u4e00\u7bc7\u5212\u65f6\u4ee3\u7684\u8bba\u6587\u300a<\/span><\/span><\/span>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6d8c\u73b0\u80fd\u529b\u300b\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0cOpenAI\u7684\u7814\u7a76\u8005\u6311\u6218\u4e86\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u589e\u957f\u7684\u7ebf\u6027\u5047\u8bbe\uff0c\u6307\u51fa<\/span><\/span><\/span>\u67d0\u4e9b\u590d\u6742\u80fd\u529b\u4e0d\u4f1a\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u5e73\u6ed1\u589e\u957f\u800c\u9010\u6b65\u663e\u73b0\uff0c\u800c\u662f\u5728\u8fbe\u5230\u67d0\u4e2a\u4e34\u754c\u70b9\u540e\uff0c\u7cfb\u7edf\u7684\u5185\u90e8\u8868\u5f81\u4f1a\u53d1\u751f\u201c\u975e\u7ebf\u6027\u8dc3\u8fc1\u201d\uff0c\u4f7f\u5f97\u8fd9\u4e9b\u590d\u6742\u80fd\u529b\u7a81\u7136\u6d8c\u73b0\u3002\u4f8b\u5982\uff0c\u5c0f\u89c4\u6a21\u7684\u8bed\u8a00\u6a21\u578b\u5728\u9762\u5bf9\u8bad\u7ec3\u8bed\u6599\u8f83\u5c11\u7684\u5c0f\u8bed\u79cd\uff0c\u5982\u65af\u74e6\u5e0c\u91cc\u8bed<\/span>\uff08<\/span><\/span><\/span>Swahili\uff0c\u5766\u6851\u5c3c\u4e9a\u548c\u80af\u5c3c\u4e9a\u4eba\u4f7f\u7528\uff09<\/span><\/span><\/span>\u6216\u4ed6\u52a0\u7984\u8bed<\/span>\uff08<\/span><\/span><\/span>Tagalog\uff0c\u83f2\u5f8b\u5bbe\u4eba\u4f7f\u7528\uff09<\/span>\uff0c\u6216\u8005\u5177\u6709\u6587\u5316\u80cc\u666f\u7684\u6210\u8bed\u3001<\/span><\/span><\/span>\u4fda\u8bed\uff0c\u5982\u201c\u671b\u6885\u6b62\u6e34\u201d\u65f6\uff0c\u65e0\u6cd5\u8fdb\u884c\u6709\u6548\u7ffb\u8bd1\u3002\u4f46\u662f\uff0c\u5f53\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u8db3\u591f\u5927\u65f6\uff0c\u9762\u5bf9\u540c\u6837\u5c11\u7684\u8bed\u6599\uff0c\u8be5\u8bed\u8a00\u6a21\u578b\u5c31\u80fd\u5bf9\u8fd9\u4e9b\u8bed\u8a00\u8fdb\u884c\u6709\u6548\u7ffb\u8bd1\u3002\u4f8b\u5982\uff0c\u5c0f\u6a21\u578b\u4f1a\u628a\u671b\u6885\u6b62\u6e34\u76f4\u8bd1\u6210\u201c<\/span><\/span><\/span>looking at plums quenches thirst\u201d\u3002\u800c\u5927\u6a21\u578b\u5728\u7ffb\u8bd1\u6b64\u6210\u8bed\u65f6\uff0c\u9996\u5148\u662f\u7406\u89e3\u201c\u671b\u6885\u6b62<\/span><\/span><\/span>\u6e34\u201d\u7684\u6df1\u5c42\u542b\u4e49\uff0c\u5373\u201c\u901a\u8fc7\u60f3\u8c61\u67d0\u79cd\u7f8e\u597d\u7684\u4e8b\u7269\u7f13\u89e3\u5f53\u4e0b\u7684\u75db\u82e6\u201d\uff0c\u7136\u540e\u627e\u5230\u66f4\u9002\u5408\u82f1\u8bed\u6587\u5316\u7684\u7b49\u6548\u8868\u8fbe\uff1a\u201c<\/span><\/span><\/span>hope sustains the soul\u201d<\/span>\uff08\u5e0c<\/span><\/span><\/span>\u671b\u652f\u6491\u7740\u7075\u9b42\uff09<\/span>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5c0f\u6a21\u578b\u4f9d\u8d56\u7684\u662f\u8bcd\u6c47\u5bf9\u9f50\u7684\u7edf\u8ba1\u89c4\u5f8b\uff0c\u5927\u6a21\u578b\u5219\u201c\u7406\u89e3\u201d\u4e86\u901a\u7528\u7684\u8bed\u4e49\u8868\u5f81\uff0c\u4ece\u800c\u80fd\u591f\u5728\u4e0d\u540c\u8bed\u8a00\u4e4b\u95f4\u901a\u8fc7\u8bed\u5883\u548c\u8bed\u4e49\u7406\u89e3\u8fdb\u884c\u6982\u5ff5\u6620\u5c04\u3002\u5927\u6a21\u578b\u5bf9\u8bed\u8a00\u7684\u201c\u7406\u89e3\u201d\uff0c\u5c31\u662f\u6d8c\u73b0\u3002<\/span><\/span><\/span><\/section>\n
\u66f4\u6709\u8da3\u7684\u662f\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u8fd8\u80fd\u6d8c\u73b0\u51fa\u975e\u5e38\u9ad8\u7684\u60c5\u5546\u3002\u5728\u6211\u4eec\u8bfe\u9898\u7ec4\u7684\u4e00\u4e2a\u7814\u7a76\u4e2d\uff0c\u5927\u5bb6\u7528\u4e0d\u540c\u89c4\u6a21\u7684\u8bed\u8a00\u6a21\u578b\u6765\u5206\u6790\u8fd9\u4e2a\u7279\u5b9a\u573a\u666f\u4e2d\u5c0f\u738b\u7684\u60c5\u7eea\u4f53\u9a8c\uff1a\u201c\u5c0f\u738b\u53c2\u52a0\u4e86\u4e00\u573a\u6570\u5b66\u7ade\u8d5b\uff0c\u4f46\u4ed6\u89c9\u5f97\u81ea\u5df1\u53d1\u6325\u5f97\u4e0d\u591f\u597d\u3002\u7136\u800c\uff0c\u5f53\u6210\u7ee9\u516c\u5e03\u65f6\uff0c\u4ed6\u53d1\u73b0\u81ea\u5df1\u8fdb\u5165\u4e86\u524d\u5341\u540d\u3002\u201d\u8bed\u8a00\u6a21\u578b\u88ab\u8981\u6c42\u7ed9\u56db\u79cd\u4e0e\u8be5\u573a\u666f\u76f8\u5173\u7684\u60c5\u7eea<\/span>\uff08\u60ca\u8bb6\u3001\u559c\u60a6\u3001\u56f0\u60d1\u548c\u81ea\u8c6a\uff09<\/span>\u5206\u914d\u6bd4\u4f8b\uff0c\u67d0\u79cd\u60c5\u7eea\u5206\u914d\u7684\u6bd4\u4f8b\u8d8a\u9ad8\uff0c\u8868\u660e\u8be5\u60c5\u7eea\u7684\u5f3a\u5ea6\u8d8a\u5927\u3002\u5927\u8bed\u8a00\u6a21\u578b<\/span><\/span><\/span>GPT-4\u7ed9\u51fa\u4e86\u8fd9\u6837\u7684\u5206\u914d\u548c\u89e3\u91ca\uff1a<\/span><\/span><\/span><\/section>\n
\u00bb<\/span><\/span><\/span> \u60ca\u8bb6\uff1a40%\u3002\u7406\u7531\uff1a\u81ea\u6211\u9884\u671f\u4e0e\u5b9e\u9645\u6210\u7ee9\u4e4b\u95f4\u5b58\u5728\u8f83\u5927\u843d\u5dee\uff0c\u56e0\u6b64<\/span><\/span><\/span><\/section>\n
\u9996\u5148\u6d8c\u73b0\u7684\u662f\u5f3a\u70c8\u7684\u60ca\u8bb6\u611f\u3002<\/span><\/span><\/span><\/section>\n
\u00bb<\/span><\/span><\/span> \u559c\u60a6\uff1a35%\u3002\u7406\u7531\uff1a\u8fdb\u5165\u524d\u5341\u540d\u7684\u597d\u6210\u7ee9\u4e0d\u53ef\u907f\u514d\u5730\u5e26\u6765\u559c\u60a6\u3002<\/span><\/span><\/span><\/section>\n
\u00bb<\/span><\/span><\/span> \u56f0\u60d1\uff1a15%\u3002\u7406\u7531\uff1a\u4ed6\u5bf9\u81ea\u8eab\u8bc4\u4ef7\u548c\u5ba2\u89c2\u7ed3\u679c\u4e4b\u95f4\u7684\u5dee\u5f02\u4e0d\u7406\u89e3\u3002<\/span><\/span><\/span><\/section>\n
\u00bb<\/span><\/span><\/span> \u81ea\u8c6a\uff1a10%\u3002\u7406\u7531\uff1a\u5c3d\u7ba1\u4e4b\u524d\u5bf9\u81ea\u5df1\u4fe1\u5fc3\u4e0d\u8db3\uff0c\u4f46\u4f18\u5f02\u7684\u6210\u7ee9\u4f9d\u7136<\/span><\/span><\/span>\u4f1a\u6fc0\u53d1\u51fa\u5c0f\u738b\u7684\u81ea\u8c6a\u611f\u3002<\/span><\/span><\/span><\/section>\n
\u6211\u4eec\u62ff\u540c\u6837\u7684\u95ee\u9898\u6d4b\u8bd5\u4e86<\/span><\/span><\/span>541\u540d17\uff5e30\u5c81\u7684\u5927\u5b66\u751f\u548c\u7814\u7a76\u751f\u3002<\/span><\/span><\/span>\u6211\u4eec\u53d1\u73b0<\/span><\/span><\/span>GPT-4\u5728\u8fd9500\u591a\u4eba\u6784\u5efa\u7684\u5e38\u6a21\u4e2d\uff0c\u60c5\u5546\u5f97\u5206\u662f117\u5206<\/span>\uff08\u5e73<\/span><\/span><\/span>\u5747\u5206\u662f<\/span><\/span><\/span>100\u5206\uff0c15\u5206\u4e3a\u4e00\u4e2a\u65b9\u5dee\uff09<\/span>\uff0c\u8d85\u8fc7\u4e86\u8fd1 90% \u7684\u4eba\u7684\u60c5\u5546\u3002\u6d4b<\/span><\/span><\/span>\u8bd5\u7684\u5c0f\u6a21\u578b\uff0c\u8981\u4e48\u5b8c\u5168\u4e0d\u80fd\u5206\u6790\u5c0f\u738b\u7684\u60c5\u7eea\uff0c\u8981\u4e48\u5f97\u5206\u8fdc\u4f4e\u4e8e\u5e38\u4eba\u3002\u66f4\u6709\u8da3\u7684\u662f\uff0c\u6bd4<\/span><\/span><\/span>GPT-4\u66f4\u5148\u8fdb\u7684 GPT-o3-mini-high \u5728\u5b8c\u6210\u5c0f\u738b\u7684\u60c5<\/span><\/span><\/span>\u7eea\u5206\u6790\u540e\uff0c\u8fd8\u989d\u5916\u6307\u51fa\uff1a\u539f\u6765\u7684\u9898\u5e72\u6f0f\u6389\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u60c5\u7eea<\/span><\/span><\/span>\u2014\u2014\u89e3<\/span><\/span><\/span>\u8131\uff0c\u56e0\u4e3a\u5c0f\u738b\u5728\u62c5\u5fc3\u81ea\u5df1\u53d1\u6325\u4e0d\u4f73\u7684\u60c5\u51b5\u4e0b\uff0c\u7a81\u7136\u6536\u5230\u597d\u7684\u7ed3\u679c\uff0c\u4f1a\u8ba9\u5c0f\u738b\u611f\u5230\u4e00\u79cd\u5fc3\u7406\u4e0a\u7684\u653e\u677e\u548c\u89e3\u8131\u3002\u4e8e\u662f\uff0c\u5b83\u7684\u6700\u7ec8\u7b54\u6848\u662f\uff1a\u60ca\u8bb6<\/span><\/span><\/span>40%\uff0c\u559c\u60a630%\uff0c\u56f015%\uff0c\u89e3\u813110%\uff0c\u81ea\u8c6a5%\u3002<\/span><\/span><\/span><\/section>\n
\u9664\u4e86\u8bed\u8a00\u6a21\u578b\u7684\u590d\u6742\u5ea6\u968f\u7740\u89c4\u6a21\u589e\u957f\u800c\u63d0\u5347\u548c\u5927\u6a21\u578b\u7684\u5206\u5e03\u5b66\u4e60\u80fd\u529b\u66f4\u5f3a\u7b49\u539f\u56e0\uff0c<\/span><\/span><\/span>OpenAI\u7684\u7814\u7a76\u8005\u731c\u6d4b\uff0c\u5927\u6a21\u578b\u8868\u73b0\u51fa\u9ad8\u60c5\u5546\u7684<\/span><\/span><\/span>\u539f\u56e0\u662f\u5176\u81ea\u7ec4\u7ec7\u80fd\u529b\u5728\u53c2\u6570\u91cf\u8fbe\u5230\u4e00\u5b9a\u89c4\u6a21\u540e\uff0c\u89e6\u8fbe\u667a\u80fd\u7684\u4e34\u754c\u70b9\uff0c\u5f62\u6210\u4e86\u5c0f\u6a21\u578b\u6ca1\u6709\u7684\u8ba4\u77e5\u7ed3\u6784\u3002\u8fd9\u5c31\u50cf\u4eba\u7c7b\u7684\u5927\u8111\u4e00\u6837<\/span><\/span><\/span>\u2014\u2014\u5f53\u5927\u8111<\/span><\/span><\/span>\u7684\u5bb9\u91cf\u8fbe\u5230\u4e00\u4e2a\u4e34\u754c\u503c\uff0c\u7b2c\u4e00\u6b21\u8ba4\u77e5\u9769\u547d\u5c31\u964d\u4e34\u4e86\u3002<\/span><\/span><\/span><\/section>\n
\u4e3a\u4e86\u9a8c\u8bc1\u8fd9\u4e2a\u731c\u6d4b\uff0c<\/span><\/span><\/span>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u8005\u63d0\u51fa\u4e86 Brain-Score<\/span><\/span><\/span>\u7684\u8bc4\u4f30\u6846\u67b6\uff0c\u4ee5\u6b64\u63a2\u8ba8\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u590d\u6742\u6027\u4e0e\u5927\u8111\u76f8\u4f3c\u6027\u7684\u5173\u7cfb\u3002<\/span><\/span><\/span>Brain-Score \u662f\u901a\u8fc7\u6bd4\u8f83\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4e0e\u7075\u957f\u7c7b\u5927\u8111\u5728\u795e\u7ecf\u6d3b\u52a8<\/span><\/span><\/span>\u548c\u884c\u4e3a\u53cd\u5e94\u4e0a\u7684\u76f8\u4f3c\u6027\uff0c\u6765\u91cf\u5316\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u751f\u7269\u903c\u771f\u7a0b\u5ea6\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5177\u6709\u66f4\u6df1\u7684\u5c42\u6570<\/span>\uff08<\/span><\/span><\/span>\u589e\u52a0\u795e\u7ecf\u5143\u53d8\u6362\u6b21\u6570\uff09<\/span>\u3001\u66f4\u5927\u7684\u53c2\u6570<\/span><\/span><\/span>\u91cf<\/span>\uff08\u63d0\u5347\u8868\u8fbe\u80fd\u529b\uff09<\/span>\u4ee5\u53ca\u66f4\u4e30\u5bcc\u7684\u7279\u5f81\u62bd\u53d6\u80fd\u529b<\/span>\uff08\u80fd\u66f4\u597d\u5730\u523b\u753b\u5c42\u7ea7\u5173\u7cfb\uff09<\/span>\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u66f4\u5bb9\u6613\u903c\u8fd1\u5927\u8111\u7684\u4fe1\u606f\u52a0\u5de5\u673a\u5236\u3002\u4f8b\u5982\uff0c\u89c6\u89c9\u6a21\u578b<\/span><\/span><\/span>ResNet-50<\/span>\uff0850\u5c42\uff0c\u7ea62550\u4e07\u53c2\u6570\uff09<\/span>\u80fd\u591f\u5b66\u4e60\u5230\u590d\u6742\u7684<\/span><\/span><\/span>\u5f62\u72b6\u548c\u7269\u4f53\u7279\u5f81\uff0c\u4f46\u662f\u66f4\u590d\u6742\u7684<\/span><\/span><\/span>ResNet-152<\/span>\uff08152\u5c42\uff0c\u7ea66000\u4e07<\/span><\/span><\/span>\u53c2\u6570<\/span><\/span><\/span>\uff09<\/span>\u80fd\u6355\u6349\u66f4\u9ad8\u7ea7\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u56e0\u6b64\u5b83\u5728Brain-Score \u7684\u8bc4\u4f30\u4e2d<\/span><\/span><\/span>\u66f4\u63a5\u8fd1\u5927\u8111\u7684\u89c6\u89c9\u7cfb\u7edf\u3002\u8fd9\u4e2a\u73b0\u8c61\u540c\u6837\u9002\u7528\u4e8e\u8bed\u8a00\u6a21\u578b\u3002\u4f8b\u5982\uff1a<\/span><\/span><\/span>GPT-2<\/span>\uff0815\u4ebf\u53c2\u6570\uff09<\/span>\u53ea\u80fd\u8fdb\u884c\u7b80\u5355\u7684\u53e5\u5b50\u9884\u6d4b\u548c\u5bf9\u8bdd\uff0c\u7c7b\u4f3c\u513f\u7ae5\u7684<\/span><\/span><\/span>\u5927\u8111\uff1b<\/span><\/span><\/span>GPT-3<\/span>\uff081750\u4ebf\u53c2\u6570\uff09<\/span>\u5f00\u59cb\u5c55\u73b0\u8de8\u8bed\u8a00\u7ffb\u8bd1\u3001\u5199\u8bd7\u3001\u7f16\u7a0b\u7b49<\/span><\/span><\/span>\u590d\u6742\u80fd\u529b\uff0c\u7c7b\u4f3c\u5927\u5b66\u751f\u7684\u5927\u8111\uff1b\u800c<\/span><\/span><\/span>GPT-4<\/span>\uff08\u5728\u672c\u4e66\u5199\u4f5c\u65f6\u5177\u4f53\u53c2\u6570<\/span><\/span><\/span>\u89c4\u6a21\u5c1a\u672a\u516c\u5f00\uff0c\u666e\u904d\u63a8\u6d4b\u53ef\u80fd\u9ad8\u8fbe<\/span><\/span><\/span>1.8\u4e07\u4ebf\u53c2\u6570\uff09<\/span>\u80fd\u591f\u8fdb\u884c\u590d\u6742\u7684<\/span><\/span><\/span>\u6cd5\u5f8b\u5206\u6790\u3001\u60c5\u611f\u966a\u4f34\u548c\u533b\u5b66\u95ee\u7b54\uff0c\u7c7b\u4f3c\u4e13\u4e1a\u4eba\u58eb\u7684\u5927\u8111\u3002\u8fd9\u8868\u660e\u63d0\u9ad8\u795e\u7ecf\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u5347<\/span><\/span><\/span>AI\u7684\u6027\u80fd\uff0c\u8fd8\u80fd\u8ba9\u6a21\u578b\u66f4\u63a5\u8fd1\u751f<\/span><\/span><\/span>\u7269\u5927\u8111\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/span><\/span><\/span><\/section>\n
\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u6240\u5c55\u73b0\u51fa\u6765\u7684\u201c\u5927\u5373\u662f\u597d\u201d\u7684\u73b0\u8c61\u5e76\u975e\u5076\u7136\uff1b\u5b83\u9075\u5faa\u7684\u662f\u82b1\u8d39\u4e86\u4ebf\u4e07\u7f8e\u5143\uff0c\u901a\u8fc7\u5927\u91cf\u5b9e\u9a8c\u5f52\u7eb3\u51fa\u6765\u7684\u3001\u5728\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u9886\u57df\u91cc\u6700\u91cd\u8981\u7684\u7ecf\u9a8c\u516c\u5f0f\uff1a\u89c4\u6a21\u5316\u6cd5\u5219\u3002<\/span><\/span><\/span>OpenAI \u5728\u51762020\u5e74<\/span><\/span><\/span>\u53d1\u8868\u7684\u8bba\u6587\u300a\u795e\u7ecf\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u5316\u6cd5\u5219\u300b\u4e2d\u63d0\u51fa\u4e86\u201c\u89c4\u6a21\u5316\u6cd5\u5219\u201d\u7684\u6982\u5ff5\uff0c\u5176\u6838\u5fc3\u89c2\u70b9\u662f\uff1a\u5982\u679c\u6211\u4eec\u4e0d\u65ad\u589e\u52a0\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u91cf<\/span>\uff08\u5c42\u6570\u3001\u795e\u7ecf\u5143\u4e2a\u6570\u7b49\uff09<\/span>\uff0c\u5b83\u7684\u635f\u5931<\/span>\uff08<\/span><\/span><\/span>AI \u4efb\u52a1\u8868\u73b0\u597d\u574f\u7684\u6307\u6807\uff09<\/span>\u4f1a\u6309\u7167<\/span><\/span><\/span>\u53ef\u9884\u6d4b\u7684\u65b9\u5f0f\u4e0b\u964d\uff0c\u5373\u6a21\u578b\u8d8a\u6765\u8d8a\u201c<\/span><\/span><\/span>\u806a\u660e\u201d\uff0c\u4efb\u52a1\u8868\u73b0\u8d8a\u6765\u8d8a\u597d\u3002<\/span><\/span><\/span>\u7b80\u8a00\u4e4b\uff0c\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u603b\u662f\u80fd\u66f4\u597d\u5730\u903c\u8fd1\u6700\u4f18\u89e3\u3002\u4e00\u4e2a\u5f62\u8c61\u7684\u6bd4\u55bb\u662f\u4eba\u7c7b\u7684\u667a\u80fd\u3002\u60f3\u8c61\u4e00\u4e0b\uff1a\u4e00\u4e2a\u4eba\u6709<\/span><\/span><\/span>100\u672c\u4e66\u7684\u77e5\u8bc6\u50a8\u5907\uff0c\u53e6\u4e00<\/span><\/span><\/span>\u4e2a\u4eba\u6709<\/span><\/span><\/span>10000\u672c\u4e66\u7684\u77e5\u8bc6\u50a8\u5907\u3002\u663e\u7136\uff0c\u540e\u8005\u5728\u9762\u5bf9\u590d\u6742\u95ee\u9898\u65f6\u66f4\u5177<\/span><\/span><\/span>\u4f18\u52bf\uff0c\u56e0\u4e3a\u4ed6\u80fd\u591f\u4ece\u66f4\u5e7f\u6cdb\u7684\u4fe1\u606f\u4e2d\u627e\u5230\u66f4\u5408\u9002\u7684\u7b54\u6848\u3002\u540c\u6837\u7684\u9053\u7406\uff0c\u5f53\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u4ece<\/span><\/span><\/span> 10 \u4ebf\u6269\u5c55\u5230 1000 \u4ebf\u65f6\uff0c\u5b83\u5c31\u50cf\u4ece\u4e00\u672c\u5c0f<\/span><\/span><\/span>\u5b57\u5178\u53d8\u6210\u4e00\u6574\u5ea7\u56fe\u4e66\u9986\uff0c\u4e0d\u4ec5\u80fd\u8bb0\u4f4f\u66f4\u591a\u7684\u4fe1\u606f\uff0c\u8fd8\u80fd\u5b66\u4f1a\u66f4\u590d\u6742\u7684\u6a21\u5f0f\u548c\u63a8\u7406\u65b9\u5f0f\u3002\u8fd9\u5c31\u662f\u6d8c\u73b0\u80cc\u540e\u7684\u673a\u5236\u3002<\/span><\/span><\/span><\/section>\n
\u8fd9\u79cd\u80fd\u529b\u7684\u6d8c\u73b0\uff0c\u5e76\u4e0d\u662f\u56e0\u4e3a\u6a21\u578b\u88ab\u523b\u610f\u8bbe\u8ba1\u53bb\u6267\u884c\u8fd9\u4e9b\u4efb\u52a1\uff0c\u800c\u662f\u56e0\u4e3a\u5f53\u53c2\u6570\u89c4\u6a21\u53d8\u5927\u65f6\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u5b66\u4e60\u80fd\u529b\u8d85\u8fc7\u4e86\u67d0\u4e2a\u4e34\u754c\u70b9\uff0c\u4ece\u800c\u81ea\u7136\u5730\u5b66\u4f1a\u4e86\u66f4\u590d\u6742\u7684\u6a21\u5f0f\u548c\u63a8\u7406\u65b9\u5f0f\u3002\u6240\u4ee5\uff0c\u5982\u679c\u6211\u4eec\u60f3\u8ba9\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u771f\u6b63\u8fbe\u5230\u751a\u81f3\u8d85\u8d8a\u4eba\u7c7b\u667a\u80fd\u7684\u6c34\u5e73\uff0c\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u53ef\u80fd\u5c31\u662f\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u2014\u2014\u7ee7\u7eed\u6269\u5927\u53c2\u6570\u89c4\u6a21\u3002<\/span><\/span><\/span>2020\u5e7411\u6708\uff0c<\/span><\/span><\/span>\u6770\u5f17\u91cc<\/span><\/span><\/span>\u00b7\u8f9b\u987f\u5728GPT-3\u95ee\u4e16\u534a\u5e74\u540e\uff0c\u63a5\u53d7\u300a\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u6280\u672f\u8bc4\u8bba\u300b<\/span><\/span><\/span>\u91c7\u8bbf\u65f6\u8bf4\u201c\u6df1\u5ea6\u5b66\u4e60\u5c06\u6765\u53ef\u4ee5\u505a\u4efb\u4f55\u4e8b\u201d\uff0c\u4e4b\u6240\u4ee5\u73b0\u5728<\/span><\/span><\/span>GPT-3\u79bb\u4eba<\/span><\/span><\/span>\u7c7b\u667a\u80fd\u8fd8\u6709\u4e00\u5b9a\u7684\u8ddd\u79bb\uff0c\u662f\u56e0\u4e3a\u201c\u4eba\u7c7b\u7684\u5927\u8111\u6709\u5927\u7ea6<\/span><\/span><\/span>100\u4e07\u4ebf\u4e2a\u7a81<\/span><\/span><\/span>\u89e6\u8fde\u63a5\u3002\u6211\u4eec\u73b0\u5728\u6240\u8bf4\u7684\u771f\u6b63\u7684\u5927\u6a21\u578b\uff0c\u5982<\/span><\/span><\/span>GPT-3\uff0c\u67091750\u4ebf\u53c2\u6570\uff0c<\/span><\/span><\/span>\u53ea\u6709\u5927\u8111\u7684\u5343\u5206\u4e4b\u4e00\u70b9\u51e0\u201d\u3002\u81f4\u656c\u300a\u94f6\u6cb3\u7cfb\u6f2b\u6e38\u6307\u5357\u300b\uff0c\u4e66\u4e2d\u6709\u4e00\u4e2a\u573a\u666f\uff1a\u8d85\u7ea7\u8ba1\u7b97\u673a\u201c\u6df1\u601d\u201d\u5728\u7ecf\u8fc7<\/span><\/span><\/span> 750 \u4e07\u5e74\u7684\u8ba1\u7b97\u540e\uff0c\u7ed9\u51fa\u201c\u751f<\/span><\/span><\/span>\u547d\u3001\u5b87\u5b99\u4ee5\u53ca\u4e00\u5207\u7684\u7ec8\u6781\u95ee\u9898\u201d\u7684\u7b54\u6848\u662f\u201c<\/span><\/span><\/span>42\u201d\u3002\u8f9b\u987f\u5728\u63a8\u7279\u4e0a\u53d1<\/span><\/span><\/span>\u6587\u8bf4\uff1a\u201c\u4ece<\/span><\/span><\/span>GPT-3\u51fa\u8272\u7684\u6027\u80fd\u53ef\u4ee5\u63a8\u65ad\uff0c\u751f\u547d\u3001\u5b87\u5b99\u548c\u4e07\u7269\u7684\u7b54\u6848\u4e0d<\/span><\/span><\/span>\u8fc7\u662f<\/span><\/span><\/span>4.398\u4e07\u4ebf\u53c2\u6570\u800c\u5df2\u3002\u201d\u662f\u4e0d\u662f4.398\u4e07\u4ebf\u53c2\u6570\u4e0d\u91cd\u8981\uff0c\u91cd\u8981\u7684<\/span><\/span><\/span>\u662f\u8f9b\u987f\u6240\u8868\u8fbe\u7684\u7406\u5ff5\uff1a\u201c\u667a\u80fd\u4e0d\u591f\uff0c\u53c2\u6570\u6765\u51d1\u3002\u201d<\/span><\/span><\/span><\/section>\n
\u5f53\u7136\uff0c\u5373\u4f7f\u5728\u4eca\u65e5\uff0c\u4f17\u591a\u5b66\u8005\u5bf9\u4e8e\u89c4\u6a21\u5316\u6cd5\u5219\u8fd8\u6ca1\u6709\u5b8c\u5168\u8fbe\u6210\u5171\u8bc6\uff0c\u56e0\u4e3a\u4e0d\u5c11\u4eba\u81f3\u4eca\u96be\u4ee5\u76f8\u4fe1\uff0c\u667a\u80fd\u7684\u7b2c\u4e00\u6027\u539f\u7406\u7adf\u7136\u53ea\u662f\u201c\u5927\u201d\uff0c\u800c\u4e0d\u662f\u7cbe\u5999\u7684\u7b97\u6cd5\u6216\u7075\u5de7\u7684\u8bbe\u8ba1\u3002\u53ef\u4ee5\u60f3\u8c61\uff0c<\/span><\/span><\/span>\u5982\u679c\u5728<\/span><\/span><\/span>40\u5e74<\/span><\/span><\/span>\u524d\u5c31\u575a\u4fe1\u5e76\u56db\u5904\u5ba3\u4f20\u8fd9\u4e2a\u667a\u80fd\u7684\u7b2c\u4e00\u6027\u539f\u7406\uff0c\u8fd9\u4e2a\u4eba\u4e00\u5b9a\u4f1a\u88ab\u4e16\u4eba\u5f53\u6210\u75af\u5b50\u3002\u8fd9\u4e2a\u75af\u5b50\u5c31\u662f\u6df1\u5ea6\u5b66\u4e60\u4e4b\u7236\uff1a\u6770\u5f17\u91cc<\/span><\/span><\/span>\u00b7\u8f9b\u987f\u3002<\/span><\/span><\/span><\/section>\n

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\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u7b2c\u516d\u5b63<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u5728\u9713\u8679\u706f\u7684\u95ea\u70c1\u3001\u8681\u7fa4\u7684\u7cbe\u5bc6\u534f\u4f5c\u3001\u4eba\u7c7b\u610f\u8bc6\u7684\u8bde\u751f\u4e2d\uff0c\u9690\u85cf\u7740\u5fae\u89c2\u4e0e\u5b8f\u89c2\u4e4b\u95f4\u6df1\u523b\u7684\u56e0\u679c\u5173\u8054\u2014\u2014\u8fd9\u4e9b\u770b\u4f3c\u7b80\u5355\u7684\u4e2a\u4f53\u884c\u4e3a\uff0c\u5982\u4f55\u8de8\u8d8a\u5c3a\u5ea6\uff0c\u6d8c\u73b0\u51fa\u4ee4\u4eba\u60ca\u53f9\u7684\u590d\u6742\u73b0\u8c61\uff1f\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u4e3a\u6211\u4eec\u63ed\u793a\u4e86\u7b54\u6848\uff1a\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u7279\u5f81\u65e0\u6cd5\u901a\u8fc7\u5fae\u89c2\u5143\u7d20\u7684\u7b80\u5355\u53e0\u52a0\u89e3\u91ca\uff0c\u800c\u662f\u6e90\u4e8e\u591a\u5c3a\u5ea6\u52a8\u6001\u4ea4\u4e92\u4e2d\u6d8c\u73b0\u7684\u56e0\u679c\u7ed3\u6784\u3002\u4ece\u5947\u5f02\u503c\u5206\u89e3\uff08SVD\uff09\u9a71\u52a8\u7684\u52a8\u6001\u53ef\u9006\u6027\u5206\u6790\uff0c\u5230\u56e0\u679c\u62bd\u8c61\u4e0e\u4fe1\u606f\u5206\u89e3\u7684\u91cf\u5316\u5de5\u5177\uff0c\u7814\u7a76\u8005\u4eec\u6b63\u9010\u6b65\u6784\u5efa\u8d77\u4e00\u5957\u8de8\u8d8a\u6570\u5b66\u3001\u7269\u7406\u4e0e\u4fe1\u606f\u79d1\u5b66\u7684\u7406\u8bba\u6846\u67b6\uff0c\u8bd5\u56fe\u89e3\u7801\u590d\u6742\u7cfb\u7edf\u7684\u201c\u6d8c\u73b0\u5bc6\u7801\u201d\u3002<\/span><\/span><\/p>\n


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\u4e3a\u4e86\u7cfb\u7edf\u68b3\u7406\u56e0\u679c\u6d8c\u73b0\u6700\u65b0\u8fdb\u5c55\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u8001\u5e08\u9886\u8854\u53d1\u8d77\u300c\u56e0\u679c\u6d8c\u73b0\u7b2c\u516d\u5b63\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u7ec4\u7ec7\u5bf9\u672c\u8bdd\u9898\u611f\u5174\u8da3\u7684\u670b\u53cb\uff0c\u6df1\u5165\u7814\u8bfb\u76f8\u5173\u6587\u732e\uff0c\u6fc0\u53d1\u79d1\u7814\u7075\u611f\u3002<\/span><\/span><\/p>\n


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\u8bfb\u4e66\u4f1a\u5c06\u4ece2025\u5e743\u670816\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u65e99:00-11:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba110\u5468\u5de6\u53f3\u3002\u6bcf\u5468\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u4e0e\u4e3b\u8bb2\u4eba\u7b49\u793e\u533a\u6210\u5458\u5f53\u9762\u4ea4\u6d41\uff0c\u4e4b\u540e\u53ef\u4ee5\u83b7\u5f97\u89c6\u9891\u56de\u653e\u6301\u7eed\u5b66\u4e60\u3002\u8bda\u631a\u9080\u8bf7\u9886\u57df\u5185\u7814\u7a76\u8005\u3001\u5bfb\u6c42\u8de8\u9886\u57df\u878d\u5408\u7684\u7814\u7a76\u8005\u52a0\u5165\uff0c\u5171\u540c\u63a2\u8ba8\u3002<\/span><\/span><\/p>\n


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\"\u56fe\u7247\"<\/span><\/a><\/section>\n
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\u8be6\u60c5\u8bf7\u89c1\uff1a\u56e0\u679c\u6d8c\u73b0\u7b2c\u516d\u5b63\u2014\u2014\u52a8\u529b\u5b66\u3001\u56e0\u679c\u62bd\u8c61\u4e0e\u4fe1\u606f\u5206\u89e3<\/a><\/span><\/span><\/p>\n<\/section>\n


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<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1.\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6d8c\u73b0\uff5c\u96c6\u667a\u767e\u79d1<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
2.AI\u4f55\u4ee5\u6d8c\u73b0\uff1a\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u89c6\u89d2\u7684ChatGPT\u548c\u5927\u8bed\u8a00\u6a21\u578b<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
3.\u4eba\u7c7b\u667a\u80fd\u5982\u4f55\u4ece\u5927\u8111\u4e2d\u6d8c\u73b0\uff1f\u5927\u8111\u7cbe\u7ec6\u6a21\u62df\u91cd\u5851 NeuroAI \u8303\u5f0f<\/span><\/a><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/span><\/strong><\/span>\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/span><\/strong>AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n

6. <\/span><\/strong>\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n

7.<\/span><\/span><\/strong><\/strong><\/span> <\/span><\/span><\/strong><\/strong><\/span>\u7cfb\u7edf\u79d1\u5b66\u524d\u6cbf\u5341\u8bb2\uff1a\u7406\u89e3\u81ea\u7136\u3001\u751f\u547d\u4e0e\u793e\u4f1a\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/strong><\/span><\/p>\n


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<\/span><\/span><\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<\/span>\u62a5\u540d\u8bfe\u7a0b<\/span><\/span><\/span><\/span><\/strong><\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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