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\"\u9676\u54f2\u8f69\u9093\u715c\u7a76\u7adf\u5728\u53cd\u5bf9\u4ec0\u4e48\uff1aAI\u66b4\u529b\u89e3\u9898\u6467\u6bc1\u4eba\u7c7b\u6570\u5b66\u7cbe\u795e\"\/<\/div><\/figure>\n
\"\u9676\u54f2\u8f69\u9093\u715c\u7a76\u7adf\u5728\u53cd\u5bf9\u4ec0\u4e48\uff1aAI\u66b4\u529b\u89e3\u9898\u6467\u6bc1\u4eba\u7c7b\u6570\u5b66\u7cbe\u795e\"\/<\/div><\/figure>\n
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\u8861\u5b87 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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\u58f0\u660e\u5168\u6587\uff1ahttps:\/\/mathandai.org\/<\/p>\n

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\u51e0\u65e5\u524d\uff0cOpenAI\u5ba3\u5e03\u75281\u4e07\u4e2aAgent\u8dd1\u4e8688\u5c0f\u65f6\uff0c\u89e3\u51b3Navier-Stokes\uff08\u6784\u9020\u5e73\u6ed1\u5916\u529b\u4f7f\u6d41\u4f53\u6709\u9650\u65f6\u95f4\u7206\u7834\uff0c\u7b26\u5408\u514b\u96f7\u9898\u9762C\u3001D\u60c5\u5f62\uff09\u8fd9\u4e00\u5343\u79a7\u5e74\u96be\u9898\uff0c\u800c\u540e\u5f15\u53d1\u4e86\u4e00\u573a\u8fde\u73af\u6293\u9a6c\uff0c\u5c06\u7ebd\u7ea6\u5927\u5b66\u6570\u5b66\u5bb6Tristan Buckmaster\u548cAnthropic\u7814\u7a76\u5458Levent Alp\u00f6ge\u8fd9\u4e24\u540d\u4eba\u7c7b\u4e00\u540c\u88f9\u631f\u8fdb\u8206\u8bba\u573a\u3002<\/p>\n

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\u56e0\u6b64\uff0c\u4e00\u9053\u91cd\u5927\u95ee\u9898\u88ab\u89e3\u51b3\u4e4b\u540e\uff0c\u7814\u7a76\u5de5\u4f5c\u901a\u5e38\u8fd8\u4f1a\u7ee7\u7eed\u5f88\u4e45\u3002<\/p>\n

\u6570\u5b66\u5171\u540c\u4f53\u9700\u8981\u7406\u89e3\u65b0\u7684\u8bc1\u660e\u3001\u8bc6\u522b\u5176\u4e2d\u51fa\u73b0\u7684\u65b0\u65b9\u6cd5\uff0c\u628a\u8fd9\u4e9b\u65b9\u6cd5\u4e0e\u5df2\u6709\u77e5\u8bc6\u8fde\u63a5\u8d77\u6765\uff0c\u518d\u901a\u8fc7\u62a5\u544a\u3001\u8ba8\u8bba\u3001\u7b80\u5316\u7b49\u8fc7\u7a0b\u9010\u6e10\u6d88\u5316\u3002<\/p>\n

\u6700\u7ec8\uff0c\u7406\u60f3\u72b6\u6001\u662f\u628a\u6210\u679c\u6574\u7406\u6210\u7814\u7a76\u751f\u751a\u81f3\u672c\u79d1\u751f\u90fd\u53ef\u4ee5\u5b66\u4e60\u7684\u6559\u6750\u77e5\u8bc6\u3002<\/p>\n

\u800c\u4e14\uff0c\u6709\u4e9b\u6570\u5b66\u601d\u60f3\u8fd8\u4f1a\u7ee7\u7eed\u4f20\u64ad\u51e0\u5341\u5e74\u751a\u81f3\u51e0\u767e\u5e74\uff0c\u6700\u540e\u53d8\u6210\u666e\u901a\u4eba\u90fd\u80fd\u591f\u7406\u89e3\u548c\u4f7f\u7528\u7684\u5de5\u5177\u3002<\/p>\n

solving problems is only a tool and proxy\u3002<\/p>\n

\u56e0\u6b64\uff0c\u6c42\u89e3\u95ee\u9898\u4ec5\u662f\u5b9e\u73b0\u6570\u5b66\u7814\u7a76\u76ee\u6807\u7684\u4e00\u7c7b\u5de5\u5177\u4e0e\u4ee3\u7406\u6307\u6807\uff0c\u6570\u5b66\u7814\u7a76\u66f4\u4e3a\u91cd\u8981\u7684\u8ffd\u6c42\u662f\u6982\u5ff5\u7406\u89e3\u4e0e\u6d1e\u89c1\uff08conceptual understanding and insight\uff09\u3002<\/p>\n

\u4e00\u4e2a\u597d\u7684\u95ee\u9898\u65e2\u80fd\u8bad\u7ec3\u7814\u7a76\u8005\uff0c\u4e5f\u80fd\u6307\u5f15\u7814\u7a76\u65b9\u5411\u3001\u50ac\u751f\u65b0\u65b9\u6cd5\uff0c\u8fd8\u80fd\u5438\u5f15\u4f17\u591a\u6570\u5b66\u5bb6\u56f4\u7ed5\u5b83\uff0c\u9010\u6b65\u6784\u5efa\u8d77\u76f8\u5173\u7684\u8ba4\u77e5\u4f53\u7cfb\u3002<\/p>\n

\u5982\u4e0a\u6240\u8ff0\uff0c\u58f0\u660e\u4e2d\u8868\u793a\u6570\u5b66\u7684\u6838\u5fc3\u5728\u4e8e\u6df1\u5165\u7406\u89e3\u57fa\u672c\u7ed3\u6784\u3001\u83b7\u53d6\u6982\u5ff5\u6d1e\u5bdf\uff08Insight&Understanding\uff09\u4e0e\u63d0\u70bc\u65b9\u6cd5\uff0c\u89e3\u51b3\u96be\u9898\u53ea\u662f\u5b9e\u73b0\u8be5\u76ee\u6807\u7684\u624b\u6bb5\u4e0e\u8f7d\u4f53\u3002<\/p>\n

\u7136\u800c\uff0c\u5546\u4e1a\u516c\u53f8\u4ec5\u5c06\u201c\u89e3\u51b3\u6570\u5b66\u96be\u9898\u201d\u4f5c\u4e3a\u8861\u91cf\u548c\u63a8\u4ecb\u5927\u6a21\u578b\u80fd\u529b\u7684Benchmark\uff0c\u529f\u5229\u5316\u63a8\u8fdb\uff0c\u5ffd\u7565\u201c\u7406\u89e3\u201d\u8fd9\u4e00\u9996\u8981\u76ee\u6807\uff0c\u4ee5\u6781\u5feb\u8282\u594f\u6279\u91cf\u751f\u4ea7\u201cTrue\/False\u201d\uff08\u771f\/\u5047\uff09\u65ad\u8a00\u3002<\/p>\n

\u4e4d\u4e00\u770b\uff0c\u7528Scaling Law\u7c7b\u4f3c\u7684\u66b4\u529b\u7f8e\u5b66\u6765\u63a8\u8fdb\u6570\u5b66\u8fdb\u5c55\uff0c\u7684\u786e\u653b\u514b\u4e86\u524d\u4eba\u6682\u672a\u89e3\u51b3\u7684\u96be\u9898\uff0c\u800c\u4e14\u662f\u4ee5\u95ea\u7535\u822c\u7684\u901f\u5ea6\u3002<\/p>\n

\u4f46\u58f0\u660e\u8868\u793a\uff0c\u201c\uff08\u8fd9\uff09\u975e\u4f46\u4e0d\u80fd\u5b55\u80b2\u65b0\u601d\u60f3\uff0c\u53cd\u800c\u4f1a\u7834\u574f\u6570\u5b66\u7814\u7a76\u7684\u571f\u58e4\u3002\u201d<\/p>\n

\u58f0\u660e\u4e2d\u5448\u73b0\u4e86\u4eba\u7c7b\u9876\u5c16\u6570\u5b66\u5bb6\u4eec\u7684\u66f4\u591a\u9690\u5fe7\u3002\u6211\u4eec\u68b3\u7406\u5f52\u7c7b\u4e86\u4e00\u4e0b\uff0c\u5927\u7ea6\u53ef\u4ee5\u5212\u5206\u4e3a\u4e09\u4e2a\u65b9\u9762\u3002<\/p>\n

\u4e00\u4e2a\u65b9\u9762\u5173\u4e8e\u6d41\u7a0b\u3001\u5408\u89c4\u3002<\/p>\n

1\u3001 AI\u751f\u6210\u7684\u89e3\u51b3\u65b9\u6848\u5f80\u5f80\u5728\u5306\u5fd9\u4e2d\u5411\u5a92\u4f53\u5ba3\u5e03\uff0c\u672a\u7559\u51fa\u65f6\u95f4\u64b0\u5199\u4e25\u8c28\u89c4\u8303\u7684\u8bba\u6587\u3002<\/p>\n

2\u3001AI\u53ca\u5176\u80cc\u540e\u7684\u673a\u6784\uff0c\u7f3a\u4e4f\u5bf9\u524d\u4eba\u76f8\u5173\u5de5\u4f5c\uff08Prior Work\uff09\u7684\u59a5\u5584\u5f15\u7528\u4e0e\u5f52\u56e0\uff0c\u5f15\u53d1\u4e86\u4e25\u91cd\u7684\u5b66\u672f\u7f72\u540d\u4e0e\u6f5c\u5728\u7684\u527d\u7a83\uff08Plagiarism\uff09\u4e89\u8bae\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u56f4\u7ed5\u201c\u6570\u5b66\u5f00\u653e\u95ee\u9898\u88ab\u5feb\u901f\u8017\u5c3d\uff0c\u5374\u65e0\u6cd5\u5982\u89e3\u51b3\u4e00\u822c\u5feb\u5730\u53bb\u8865\u5145\u201d\u8fd9\u4ef6\u4e8b\u3002<\/p>\n

1\u3001\u968f\u7740AI\u4ee5\u66b4\u529b\u641c\u7d22\u548c\u6781\u901f\u63a8\u7406\u7684\u8282\u594f\u6279\u91cf\u89e3\u51b3\uff08\u6216\u7ed9\u51fa\u53cd\u4f8b\uff09\u5404\u5927\u9886\u57df\u60ac\u7f6e\u5df2\u4e45\u7684\u5f00\u653e\u95ee\u9898\uff0c\u5982\u679c\u53ea\u662f\u4e3a\u4e86\u6d88\u706d\u95ee\u9898\u800c\u6d88\u706d\u95ee\u9898\uff0c\u90a3\u4e48\u53ea\u662f\u5bf9\u5f00\u653e\u95ee\u9898\u7684\u201c\u529f\u5229\u6027\u8017\u5c3d\u201d\u3002<\/p>\n

2\u3001\u7136\u800c\u76ee\u524dAI\u7f3a\u4e4f\u201c\u5411\u524d\u63a2\u7d22\uff08Forwards Exploration\uff09\u201d\u7684\u80fd\u529b\uff0c\u5373\u65e0\u6cd5\u654f\u9510\u5730\u611f\u77e5\u6570\u5b66\u5730\u8c8c\uff0c\u63d0\u51fa\u5177\u6709\u6df1\u8fdc\u4ef7\u503c\u7684\u201c\u65b0\u5f00\u653e\u95ee\u9898\u201d\u3002<\/p>\n

3\u3001\u4f5c\u4e3a\u5730\u6807\u7684\u5b58\u91cf\u5f00\u653e\u95ee\u9898\u6b63\u5728\u88abAI\u8fc5\u901f\u6d88\u8017\u548c\u586b\u5e73\uff0c\u5b83\u53c8\u4e0d\u80fd\u63d0\u51fa\u65b0\u5f00\u653e\u95ee\u9898\uff0c\u8fd9\u2026\u2026\uff1f<\/p>\n

\u6700\u540e\u4e00\u65b9\u9762\uff0c\u5173\u4e4e\u5bf9\u6570\u5b66\u80b2\u4eba\u6a21\u5f0f\u548c\u4f20\u9012\u77e5\u8bc6\u4f5c\u7528\u7684\u6467\u6bc1\u3002<\/p>\n

1\u3001\u591a\u5e74\u7684\u5b66\u672f\u8bad\u7ec3\u4e0d\u4ec5\u662f\u4e3a\u4e86\u4ea7\u51fa\u6700\u7ec8\u7b54\u6848\uff0c\u66f4\u662f\u4e3a\u4e86\u57f9\u517b\u4eba\u7c7b\u201c\u6df1\u5165\u7406\u89e3\u201d\u4e0e\u201c\u63d0\u51fa\u65b0\u95ee\u9898\u201d\u7684\u80fd\u529b\u3002AI \u76f4\u63a5\u8f93\u51fa\u7ed3\u679c\u7684\u65b9\u5f0f\u7834\u574f\u4e86\u8fd9\u79cd\u8bad\u7ec3\u3002<\/p>\n

2\u3001\u6570\u5b66\u7684\u53d1\u5c55\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u7c7b\u793e\u533a\u901a\u8fc7\u62a5\u544a\u3001\u8ba8\u8bba\u3001\u7b80\u5316\uff0c\u5e76\u6700\u7ec8\u5c06\u5176\u6574\u5408\u8fdb\u6559\u6750\u4e0e\u6559\u5b66\u4e2d\u7684\u6d88\u5316\u8fc7\u7a0b\u3002\u5982\u679c\u6ca1\u6709\u4eba\u7c7b\u6570\u5b66\u5bb6\u613f\u610f\u63a5\u624b\u5e76\u5c06AI\u6784\u60f3\u51fa\u7684\u60f3\u6cd5\u6574\u5408\u8fdb\u6570\u5b66\u6b63\u5178\uff0c\u8fd9\u4e9b\u60f3\u6cd5\u5c06\u65e0\u6cd5\u771f\u6b63\u6d3b\u8d77\u6765\u3002<\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u4ee3\u9645\u4e4b\u95f4\u5173\u952e\u7684\u4eba\u7c7b\u77e5\u8bc6\u4f20\u9012\u94fe\uff08Human Transmission Chain\uff09\u5c06\u4f1a\u65ad\u88c2\u3002<\/p>\n

\u58f0\u660e\u6700\u540e\u8fd8\u5199\u4e86\u8fd9\u4e48\u4e00\u6bb5\u8bdd\uff1a<\/p>\n

\u8fd9\u4e9b\u95ee\u9898\u5fc5\u987b\u7d27\u6025\u89e3\u51b3\uff0c\u6570\u5b66\u754c\u3001\u5f00\u53d1\u8fd9\u4e9b\u6280\u672f\u7684\u516c\u53f8\u4ee5\u53ca\u66f4\u5e7f\u6cdb\u7684\u793e\u4f1a\u90fd\u5fc5\u987b\u91cd\u89c6\u8fd9\u4e9b\u95ee\u9898\uff0c\u56e0\u4e3a\u5728\u8bb8\u591a\u5176\u4ed6\u5f62\u5f0f\u7684\u667a\u529b\u5de5\u4f5c\u4e2d\uff0c\u793e\u4f1a\u4e5f\u5c06\u9762\u4e34\u7c7b\u4f3c\u7684\u95ee\u9898\u3002<\/p>\n

\u58f0\u660e\u6700\u540e\u9644\u4e0a\u4e86\u7f72\u540d\u768425\u4f4d\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u7684\u540d\u5355\u3002<\/p>\n

\u8fd9\u4efd\u540d\u5355\u6a2a\u8de8\u4ee3\u6570\u51e0\u4f55\u3001\u6570\u8bba\u3001\u52a8\u529b\u7cfb\u7edf\u3001\u6982\u7387\u3001PDE\u3001\u6570\u5b66\u7269\u7406\uff0c\u8986\u76d6\u8fd1\u534a\u4e2a\u4e16\u7eaa\u6570\u5b66\u6700\u6838\u5fc3\u7a81\u7834\u3002<\/p>\n

\u5176\u4e2d\u5927\u591a\u6570\u4eba\u6700\u719f\u6089\u7684\u540d\u5b57\uff0c\u5e94\u8be5\u662f\u9676\u54f2\u8f69\u548c\u4eca\u5e74\u521a\u521a\u62ff\u4e0b\u83f2\u5c14\u5179\u5956\u7684\u9093\u715c\u3002<\/p>\n

\u800c\u6070\u6070\u8fd9\u4e24\u4eba\u4e4b\u524d\u5bf9\u7528AI\u6765\u63a8\u8fdb\u6570\u5b66\u7814\u7a76\uff0c\u90fd\u6301\u6bd4\u8f83\u5f00\u653e\u7684\u6001\u5ea6\u3002<\/p>\n

\u9676\u54f2\u8f69\u51e0\u4e4e\u662f\u8fd9\u4e00\u6ce2AI\u6d6a\u6f6e\u91cc\u7b2c\u4e00\u6ce2\u79ef\u6781\u4e0a\u624b\u4f7f\u7528AI\u5e2e\u52a9\u4e2a\u4eba\u7814\u7a76\u7684\u6570\u5b66\u5bb6\uff0c\u751a\u81f3\u53ef\u4ee5\u79f0\u4e4b\u4e3a\u79ef\u6781\u5021\u5bfcAI\u8f85\u52a9\u79d1\u7814\u7684\u9886\u519b\u8005\u3002<\/p>\n

\u4ed6\u628aAI\u89c6\u4e3a\u5353\u8d8a\u7684\u201c\u7814\u7a76\u52a9\u7406\u201d\u3002<\/p>\n

\u5728\u4ed6\u770b\u6765\uff0cAI\u5728\u4ee3\u7801\u751f\u6210\u3001\u6587\u732e\u68c0\u7d22\u4ee5\u53ca\u501f\u52a9Lean\u7b49\u5de5\u5177\u8fdb\u884c\u5f62\u5f0f\u5316\u8bc1\u660e\u9a8c\u8bc1\u65b9\u9762\u8868\u73b0\u4f18\u5f02\uff0c\u80fd\u591f\u5927\u5e45\u5e2e\u5b66\u8005\u627f\u62c5\u7e41\u91cd\u3001\u5957\u8def\u5316\u7684\u8f85\u52a9\u5de5\u4f5c\uff0c\u4ece\u800c\u63d0\u5347\u6574\u4f53\u79d1\u7814\u6548\u7387\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u4ed6\u59cb\u7ec8\u5bf9\u201cAI\u795e\u8bdd\u201d\u4fdd\u6301\u9ad8\u5ea6\u6e05\u9192\uff0c\u575a\u51b3\u53cd\u5bf9\u5c06\u5176\u8fc7\u5ea6\u795e\u5723\u5316\u3002\u968f\u7740AI\u6280\u672f\u8fdb\u5c55\uff0c\u4ed6\u7684\u5173\u5207\u4e5f\u9010\u6b65\u5ef6\u4f38\u81f3\u5b66\u672f\u4f26\u7406\u4e0e\u89c4\u5219\u5efa\u8bbe\u3002<\/p>\n

\u4eca\u5e74\u83b7\u5f97\u83f2\u5c14\u5179\u5956\u540e\uff0c\u9093\u715c\u5728\u63a5\u53d7\u591a\u5bb6\u5a92\u4f53\u4e13\u8bbf\u65f6\u4e5f\u8c08\u8bba\u8fc7\u5bf9\u4e8eAI\u7684\u6001\u5ea6\u3002<\/p>\n

\u9093\u715c\u900f\u9732\u81ea\u5df1\u65e5\u5e38\u4f1a\u4f7f\u7528AI\u8f85\u52a9\u79d1\u7814\uff08\u5982\u501f\u52a9AI\u9a8c\u8bc1\u7279\u4f8b\u3001\u67e5\u627e\u6587\u732e\u6216\u6838\u9a8c\u5c40\u90e8\u903b\u8f91\uff09\uff1b\u9762\u5bf9\u5f53\u524d\u7684AI\u70ed\u6f6e\uff0c\u4ed6\u76f4\u8a00\u76f8\u6bd4\u4e8e\u76f4\u63a5\u53bb\u7528AI\uff0c\u66f4\u5173\u5fc3AI\u5e95\u5c42\u7684\u6570\u5b66\u57fa\u7840\u3002<\/p>\n

\u6b64\u5916\uff0c\u9093\u715c\u8ba4\u4e3aAI\u6539\u53d8\u4e86\u4f20\u7edf\u6570\u5b66\u95ee\u9898\u7684\u89e3\u51b3\u95e8\u69db\uff08\u8bb8\u591a\u56e0\u7cbe\u529b\u9650\u5236\u800c\u88ab\u6401\u7f6e\u7684\u9ad8\u96be\u5ea6\u6280\u672f\u7ec6\u8282\u5f97\u4ee5\u88ab\u52a0\u901f\u653b\u514b\uff09\uff0c\u672a\u6765\u4e09\u56db\u5e74\u6570\u5b66\u754c\u5f88\u53ef\u80fd\u8fdb\u5165\u5feb\u901f\u53d1\u5c55\u671f\u3002<\/p>\n

\u4ed6\u76f8\u4fe1\u201c\u672a\u6765\u6570\u5b66\u5bb6\u4e0eAI\u5c06\u8d70\u5411\u4eba\u673a\u534f\u4f5c\u201d\u3002<\/p>\n

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\u4e00\u5207\u53d1\u5c55\u5f97\u592a\u5feb\uff0c\u4e00\u5207\u90fd\u592a\u8fc7\u6025\u8feb\u3002<\/p>\n

\u8fd9\u4efd\u91cd\u78c5\u58f0\u660e\u4e4b\u524d\uff0c\u4eca\u5e746\u6708\uff0c\u6709\u4e00\u4efd\u300a\u83b1\u987f\u4eba\u5de5\u667a\u80fd\u4e0e\u6570\u5b66\u5ba3\u8a00\u300b\u53d1\u5e03\u3002<\/p>\n

\u8be5\u5ba3\u8a00\u547c\u5401\u91c7\u53d6\u884c\u52a8\u5e94\u5bf9AI\u5728\u6570\u5b66\u7814\u7a76\u4e2d\u7684\u5e94\u7528\uff0c\u547c\u5401\u5efa\u7acb\u89c4\u8303\uff0c\u8ba9AI\u4f5c\u4e3a\u8f85\u52a9\u5de5\u5177\uff0c\u4fdd\u62a4\u6570\u5b66\u4f5c\u4e3a\u4eba\u7c7b\u667a\u529b\u6d3b\u52a8\u7684\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n

\u5ba3\u8a00\u7531\u6765\u81ea10\u56fd\u7ea660\u4f4d\u6570\u5b66\u5bb6\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u3001\u5b66\u8005\u53c2\u4e0e\uff0c\u75316\u4eba\u7ec4\u6210\u5de5\u4f5c\u7ec4\uff0c\u5386\u65f68\u4e2a\u6708\u8d77\u8349\u3002\u5f53\u65f6\uff0c\u5c31\u5f97\u5230\u56fd\u9645\u6570\u5b66\u8054\u76dfIMU\u80cc\u4e66\uff0c\u5927\u91cf\u6570\u5b66\u5bb6\uff08\u542b\u9676\u54f2\u8f69\u3001Peter Scholze\u7b49\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\uff09\u516c\u5f00\u652f\u6301\u7b7e\u7f72\u3002<\/p>\n

3\u4e2a\u6708\u540e\u7684\u4eca\u5929\uff0c25\u540d\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u53d1\u5e03\u8054\u5408\u58f0\u660e\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a<\/p>\n

https:\/\/www.techmeme.com\/260911\/p27#a260911p27<\/p>\n

https:\/\/mathandai.org\/<\/p>\n

https:\/\/mathstodon.xyz\/@tao\/117253629967855195<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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\u8861\u5b87 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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