{"id":44676,"date":"2023-08-23T22:53:55","date_gmt":"2023-08-23T14:53:55","guid":{"rendered":"https:\/\/swarma.org\/?p=44676"},"modified":"2023-08-23T22:53:55","modified_gmt":"2023-08-23T14:53:55","slug":"%e9%9b%86%e6%99%ba%e4%bf%b1%e4%b9%90%e9%83%a820%e5%91%a8%e5%b9%b4%e5%ae%8c%e6%95%b4%e6%97%a5%e7%a8%8b%e5%8f%91%e5%b8%83ais%c2%b2%ef%bc%9a%e5%ad%a6%e6%9c%af%e6%8a%a5%e5%91%8a%e5%bc%80%e6%94%be%e6%8a%a5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=44676","title":{"rendered":"\u96c6\u667a\u4ff1\u4e50\u90e820\u5468\u5e74\u5b8c\u6574\u65e5\u7a0b\u53d1\u5e03AIS\u00b2\uff1a\u5b66\u672f\u62a5\u544a\u5f00\u653e\u62a5\u540d | AI&Society\u00d7Science"},"content":{"rendered":"
\n

<\/p>\n

\n
\n
\n
\n
\n

\u5eff\u5e74\u6d69\u6d69\uff0c\u590f\u5f80\u79cb\u751f\u3002<\/span><\/p>\n<\/section>\n

\u81ea\u6210\u7acb\u4e4b\u521d\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u5c31\u59cb\u7ec8\u63a2\u7d22\u7740\u5b87\u5b99\u4ece\u4f55\u800c\u6765\u3001\u751f\u547d\u600e\u6837\u6f14\u53d8\u3001\u667a\u80fd\u4f55\u4ee5\u6d8c\u73b0\u3001\u79e9\u5e8f\u5982\u4f55\u8d77\u6e90\u7b49\u590d\u6742\u4e16\u754c\u7684\u672c\u6e90\u95ee\u9898\u3002\u4ee5\u5927\u6a21\u578b\u4e3a\u4ee3\u8868\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7206\u53d1\uff0c\u6b63\u5728\u6380\u8d77\u4ece\u79d1\u5b66\u8303\u5f0f\u5230\u751f\u4ea7\u65b9\u5f0f\u7684\u65b0\u9769\u547d\u3002\u4eba\u7c7b\u8ddd\u79bb\u63ed\u79d8\u667a\u80fd\u7684\u672c\u8d28\u66f4\u8fd1\u4e00\u6b65\uff0c\u8ddd\u79bb\u660e\u6697\u4ea4\u7ec7\u7684\u5947\u70b9\u65f6\u523b\u4ea6\u8fd1\u4e00\u6b65\u3002<\/span><\/o:p><\/p>\n

8\u670826\u65e5\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u4e0e\u817e\u8baf\u7814\u7a76\u9662\u5c06\u5171\u540c\u4e3e\u529e\u201cAIS\u00b2\u7cfb\u5217\u5b66\u672f\u62a5\u544a\u548c\u7814\u8ba8\u6d3b\u52a8\u201d\u6c99\u9f99\uff0c\u7279\u9080\u5168\u7403\u4e00\u7ebf\u5b66\u8005\uff0c\u5206\u6790\u5927\u6a21\u578b\u6280\u672f\u7684\u673a\u5236\u548c\u6311\u6218\uff0c\u68b3\u7406\u5927\u6a21\u578b\u5728\u751f\u7269\u533b\u5b66\u7b49\u9886\u57df\u7684\u5e94\u7528\uff0c\u5e76\u63a2\u8ba8\u4eba\u5de5\u667a\u80fd\u5bf9\u4eba\u4e0e\u793e\u4f1a\u7684\u6df1\u523b\u5f71\u54cd\u3002\u5b66\u672f\u62a5\u544a\u9762\u5411\u516c\u4f17\u5f00\u653e\u62a5\u540d\u3002<\/span><\/o:p><\/p>\n

2017\u5e74\uff0c\u817e\u8baf\u7814\u7a76\u9662\u4e0e\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u53d1\u8d77\u4e86AI&Society\u76f8\u5173\u7814\u7a76\uff0c\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8d70\u5411\u4e0e\u793e\u4f1a\u5f71\u54cd\u3002\u96c6\u667a\u4ff1\u4e50\u6210\u7acb\u4ee5\u6765\uff0c\u59cb\u7ec8\u63a2\u7d22\u7740\u5b87\u5b99\u4ece\u4f55\u800c\u6765\u3001\u751f\u547d\u600e\u6837\u6f14\u53d8\u3001\u667a\u80fd\u4f55\u4ee5\u6d8c\u73b0\u3001\u79e9\u5e8f\u5982\u4f55\u8d77\u6e90\u7b49\u590d\u6742\u4e16\u754c\u7684\u672c\u6e90\u95ee\u9898\u3002\u817e\u8baf\u7814\u7a76\u9662\u6210\u7acb\u4ee5\u6765\uff0c\u4e00\u76f4\u4ee5\u79d1\u6280\u5411\u5584\u4e3a\u5b97\u65e8\uff0c\u901a\u8fc7\u5f00\u653e\u5408\u4f5c\u7684\u7814\u7a76\u5e73\u53f0\uff0c\u6c47\u96c6\u5404\u754c\u667a\u6167\uff0c\u81f4\u529b\u4e8e\u5171\u540c\u63a8\u52a8\u6570\u5b57\u793e\u4f1a\u5065\u5eb7\u3001\u6709\u5e8f\u53d1\u5c55\u3002 <\/span><\/o:p><\/p>\n

\u5728\u672c\u6b21\u5b66\u672f\u6c99\u9f99\u6d3b\u52a8\u4e0a\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u4e0e\u817e\u8baf\u7814\u7a76\u9662\u5c06\u5171\u540c\u63d0\u51faAIS\u00b2\u5021\u8bae\uff0c\u610f\u6307AI+Society\u4e0eAI+Science\u8fd9\u4e24\u5927\u5982\u706b\u5982\u837c\u7684\u524d\u6cbf\u9886\u57df\uff0c\u5e76\u9884\u8a00\u4eba\u5de5\u667a\u80fd\u5373\u5c06\u5728\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u5f62\u6210\u7684\u96c6\u4f53\u6d8c\u73b0\u3002<\/span><\/o:p><\/p>\n

\u5e74\u4f1a\u5f53\u665a\uff0c\u6211\u4eec\u7279\u522b\u7ec4\u7ec7\u5b66\u672f\u665a\u5bb4\u4e0e\u665a\u4f1a\u6d3b\u52a8\uff0c\u5e86\u795d\u96c6\u667a\u4ff1\u4e50\u90e8\u6210\u7acb\u4e8c\u5341\u5468\u5e74\uff0c\u7b54\u8c22\u957f\u671f\u53c2\u4e0e\u548c\u652f\u6301\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u670b\u53cb\uff0c\u56f4\u7089\u8bba\u9053\uff0c\u591c\u8bdd\u79d1\u5b66\uff0c\u56de\u987e\u521d\u5fc3\uff0c\u5f00\u542f\u96c6\u667a\u5d2d\u65b0\u4e00\u9875\u3002\u665a\u5bb4\u4e0e\u665a\u4f1a\u4e3a\u9080\u8bf7\u5236\uff0c\u4e3b\u8981\u9762\u5411\u53d1\u8d77\u4eba\u3001\u8bb2\u5e08\u3001\u96c6\u667aVIP\u3001\u6838\u5fc3\u5fd7\u613f\u8005\u53ca\u5176\u4ed6\u8d21\u732e\u8005\u3002<\/span><\/o:p><\/p>\n

\u6b22\u8fce\u5927\u5bb6\u62a5\u540d\u53c2\u4e0e\uff0c\u4e00\u8d77\u6765\u5e86\u795d\u96c6\u667a20\u5468\u5e74\uff01<\/span><\/o:p><\/p>\n

\u6211\u4eec\u8fd8\u5728\u5e74\u4f1a\u5f53\u5929\u8bbe\u7f6e\u4e86\u96c6\u667a\u793e\u533a\u8bfb\u4e66\u4f1a\u4e3b\u9898\u96c6\u5e02\u3001\u590d\u6742\u79d1\u5b66\u56fe\u4e66\u89d2\u3001\u4ee5\u53ca\u5b66\u672f\u6d77\u62a5\u5c55\u89c8\uff0c\u5c55\u793a\u96c6\u667a\u4ff1\u4e50\u90e8\u6210\u5458\u4eec\u7684\u6210\u679c\u548c\u89c1\u89e3\u3002<\/span><\/p>\n

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

\u5947\u70b9\u4e34\u8fd1\uff0c\u6df7\u6c8c\u4e4d\u5f00\u3002\u5728\u6280\u672f\u3001\u793e\u4f1a\u3001\u7ecf\u6d4e\u3001\u73af\u5883\u76f8\u4e92\u8026\u5408\u7684\u5de8\u5927\u590d\u6742\u7cfb\u7edf\u4e2d\uff0c\u6587\u660e\u7684\u5206\u53c9\u5c31\u5728\u524d\u65b9\u4e0d\u8fdc\uff0c\u4f60\u6211\u7684\u547d\u8fd0\u4f11\u621a\u76f8\u5173\u3002\u6b22\u8fce\u62a5\u540d\u53c2\u4e0e\u73b0\u573a\u6216\u9884\u7ea6\u7ebf\u4e0a\u76f4\u64ad\uff0c\u548c\u6211\u4eec\u4e00\u8d77\u52c7\u6562\u8fc8\u5411\u5947\u70b9\u3002<\/span><\/p>\n

<\/mp-common-videosnap><\/section>\n

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


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u6d3b\u52a8\u65e5\u7a0b\u5b89\u6392<\/strong><\/span><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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


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

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

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

<\/section>\n

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

\u667a\u80fd\u8fb9\u754c\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u5426\u518d\u6b21\u6d8c\u73b0\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

GPT\u7b49\u5927\u8bed\u8a00\u6a21\u578b\u5df2\u7ecf\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u53d6\u5f97\u4e86\u4ee4\u4eba\u77a9\u76ee\u7684\u6210\u679c\uff0c\u5e76\u5177\u5907\u4e86\u8bbe\u8ba1\u4e4b\u5916\u7684\u6d8c\u73b0\u80fd\u529b\u3002\u4f46\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u589e\u957f\uff0c\u6211\u4eec\u662f\u5426\u5df2\u7ecf\u63a5\u8fd1\u4e86\u5176\u6027\u80fd\u7684\u4e0a\u9650\uff1f\u5bf9\u4e8e\u9ed1\u7bb1\u5f0f\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u66f4\u5927\u7684\u89c4\u6a21\u662f\u5426\u610f\u5473\u7740\u66f4\u52a0\u4e0d\u5b89\u5168\u4e0e\u4e0d\u53ef\u63a7\uff1f\u6211\u4eec\u9080\u8bf7\u4e86Max Tegmark\u7b49\u5b66\u8005\u5206\u4eab\u4ed6\u4eec\u5173\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u63a2\u8ba8\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u63a7\u6027\u3001\u53ef\u6269\u5c55\u6027\u3001\u6cdb\u5316\u80fd\u529b\u7b49\u4e00\u7cfb\u5217\u91cd\u8981\u95ee\u9898\uff0c\u5e76\u8ba8\u8bba\u5982\u4f55\u901a\u8fc7\u521b\u65b0\u6a21\u578b\u67b6\u6784\u3001\u4f18\u5316\u8bad\u7ec3\u7b56\u7565\u3001\u501f\u9274\u4eba\u7c7b\u5b66\u4e60\u7b49\u65b9\u6cd5\uff0c\u63a8\u52a8\u5927\u8bed\u8a00\u6a21\u578b\u8fce\u6765\u65b0\u7684\u53d1\u5c55\u673a\u9047\u3002<\/span><\/o:p><\/p>\n

\u4e3b\u9898\u62a5\u544a\uff1a\u5982\u4f55\u63a7\u5236AI \u5927\u6a21\u578b<\/strong><\/span><\/o:p><\/h4>\n

\u968f\u7740AI\u6280\u672f\u7684\u8fdb\u6b65, \u63a7\u5236AI\u7cfb\u7edf\u53d8\u5f97\u65e5\u76ca\u91cd\u8981\u3002\u7ed9\u5b9a\u4e00\u4e2a\u8bad\u7ec3\u6709\u7d20\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u6211\u4eec\u5982\u4f55\u7406\u89e3\u5b83\u7684\u5de5\u4f5c\u539f\u7406\uff1f\u4eca\u5929\u7684\u5927\u6a21\u578b\u548c\u5176\u4ed6\u5f3a\u5927\u7684AI\u7cfb\u7edf\u5f80\u5f80\u662f\u4e0d\u900f\u660e\u7684\u9ed1\u7bb1\uff0c\u5f88\u5c11\u80fd\u4fdd\u8bc1\u5b83\u4eec\u4f1a\u6309\u7167\u6211\u4eec\u7684\u671f\u671b\u884c\u52a8\u3002<\/span><\/o:p><\/p>\n

AI\u7cfb\u7edf\u65e5\u76ca\u589e\u5f3a\u7684\u529b\u91cf\u4f1a\u5e26\u6765\u673a\u9047\u548c\u98ce\u9669\uff0c\u90a3\u6211\u4eec\u8be5\u5982\u4f55\u901a\u8fc7\u6280\u672f\u624b\u6bb5\u786e\u4fddAI\u7cfb\u7edf\u7684\u53ef\u89e3\u91ca\u6027\u548c\u53ef\u63a7\u6027\uff1f<\/span><\/o:p><\/p>\n

\u4e3b\u8bb2\u4eba\uff1aMax Tegmark<\/strong><\/span><\/o:p><\/h4>\n
<\/o:p><\/section>\n

\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u5b66\u6559\u6388\u3001\u672a\u6765\u751f\u547d\u7814\u7a76\u6240\uff08Future of Life Institute\uff09\u521b\u59cb\u4eba\u3002\u5728\u5b66\u672f\u751f\u6daf\u7684\u65e9\u671f\u9636\u6bb5\uff0cMax Tegmark \u4e13\u6ce8\u4e8e\u5b87\u5b99\u5b66\u548c\u91cf\u5b50\u4fe1\u606f\u7684\u7814\u7a76\uff0c\u5229\u7528\u57fa\u4e8e\u4fe1\u606f\u8bba\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\u8fdb\u884c\u5b87\u5b99\u5fae\u6ce2\u80cc\u666f\u8f90\u5c04\u5b9e\u9a8c\uff0c\u7ed3\u5408\u6700\u65b0\u89c2\u6d4b\u6570\u636e\u548c\u7406\u8bba\u4fee\u6b63\u6211\u4eec\u7684\u5b87\u5b99\u5b66\u6a21\u578b\u3002\u73b0\u9636\u6bb5\uff0c\u4ed6\u7684\u7814\u7a76\u91cd\u70b9\u662f\u5c06\u7269\u7406\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8054\u7cfb\u8d77\u6765\uff1aAI for physics\uff0cphysics for AI\uff0c\u5229\u7528\u57fa\u4e8e\u7269\u7406\u7684\u6280\u672f\u66f4\u597d\u5730\u7406\u89e3\u751f\u7269\u548c\u4eba\u5de5\u667a\u80fd\uff1b\u540c\u65f6\u4e5f\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u548c\u53ef\u89e3\u91ca\u6027\u3002\u4ed6\u5728\u300a\u7a7f\u8d8a\u5e73\u884c\u5b87\u5b99\u300b\u4e00\u4e66\u4e2d\u9610\u8ff0\u4e86\u81ea\u5df1\u7684\u201c\u6570\u5b66\u5b87\u5b99\u5047\u8bf4\u201d\uff08Mathematical universe hypothesis\uff09\uff0c\u5728\u300a\u751f\u547d3.0\u300b\u4e2d\u8868\u8fbe\u4e86\u5bf9\u667a\u80fd\u548c\u672a\u6765\u751f\u547d\u7ec8\u6781\u5f62\u5f0f\u7684\u60f3\u8c61\u3002<\/span><\/o:p><\/p>\n

\u5bf9\u8c08\u5609\u5bbe\uff1a<\/strong><\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u53f8\u6653<\/span><\/strong>\uff0c\u4e2d\u5357\u8d22\u7ecf\u653f\u6cd5\u5927\u5b66\u6cd5\u5b66\u535a\u58eb\uff0c\u65af\u5766\u798f\u5927\u5b66\u8bbf\u95ee\u5b66\u8005\u3002\u73b0\u4efb\u817e\u8baf\u96c6\u56e2\u526f\u603b\u88c1\uff0c\u817e\u8baf\u7814\u7a76\u9662\u9662\u957f\u3002\u517c\u4efb\u4e2d\u56fd\u6cd5\u5b66\u4f1a\u7406\u4e8b\u3001\u4e2d\u56fd\u7248\u6743\u534f\u4f1a\u5e38\u52a1\u7406\u4e8b\u3001\u6df1\u5733\u5e02\u7248\u6743\u534f\u4f1a\u4f1a\u957f\uff0c\u4e2d\u56fd\u4ea7\u4e1a\u4e92\u8054\u7f51\u53d1\u5c55\u8054\u76df\u526f\u7406\u4e8b\u957f\uff0c\u65af\u5766\u798f\u5927\u5b66\u534e\u5357\u6821\u53cb\u4f1a\u987e\u95ee\uff0c\u5317\u4eac\u5927\u5b66\u6cd5\u5b66\u9662\u7855\u58eb\u7814\u7a76\u751f\u517c\u804c\u5bfc\u5e08\uff0c\u4e2d\u56fd\u793e\u4f1a\u4e0e\u53d1\u5c55\u7814\u7a76\u4e2d\u5fc3\u517c\u804c\u7814\u7a76\u5458\u7b49\u793e\u4f1a\u804c\u52a1\u3002<\/span><\/p>\n

\u5706\u684c\u8ba8\u8bba\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u590d\u5174\u2014\u2014\u8303\u5f0f\u548c\u6311\u6218<\/strong><\/span><\/o:p><\/h4>\n

\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6539\u53d8\u4e86\u6211\u4eec\u505aAI\u7684\u65b9\u5f0f\u3002\u5728\u672c\u6b21\u8ba8\u8bba\u4e2d,\u6211\u4eec\u5c06\u63a2\u7d22\u5b83\u4eec\u4e3a\u4f55\u5982\u6b64\u9769\u547d\u6027,\u4ee5\u53ca\u8be5\u9886\u57df\u73b0\u5728\u4e0e\u4ee5\u524d\u7684\u4e0d\u540c\u3002\u5927\u6a21\u578b\u5728\u51e0\u65b9\u9762\u4e0e\u8fc7\u53bb\u7684\u6df1\u5ea6\u5b66\u4e60\u8303\u5f0f\u4e0d\u540c\u3002\u7b2c\u4e00,\u968f\u7740\u8ba1\u7b97\u548c\u6570\u636e\u89c4\u6a21\u7684\u6269\u5927,\u5927\u6a21\u578b\u53ef\u80fd\u7ee7\u7eed\u6539\u8fdb\u3002\u7b2c\u4e8c\uff0c\u5927\u6a21\u578b\u662f\u901a\u7528\u6280\u672f\u2014\u5b83\u4eec\u53ef\u4ee5\u901a\u8fc7\u6307\u4ee4\u6267\u884c\u5404\u79cd\u4efb\u52a1\uff0c\u6700\u7ec8\u5177\u5907\u63a8\u7406\u80fd\u529b\u3002\u8fd9\u4e9b\u60f3\u6cd5\u6539\u53d8\u4e86AI\u7684\u524d\u6cbf,\u5305\u62ecAI\u516c\u53f8\u7684\u8fd0\u8425\u65b9\u5f0f\u548cAI\u7814\u7a76\u4eba\u5458\u7684\u804c\u4e1a\u751f\u6daf\u3002\u6211\u4eec\u5c06\u56f4\u7ed5\u4ee5\u4e0b\u95ee\u9898\u8fdb\u884c\u8ba8\u8bba\uff1a<\/span><\/o:p><\/p>\n

\u25cf \u9274\u4e8e\u6211\u4eec\u6240\u77e5\u9053\u7684\u4fe1\u606f,\u5f53\u524d\u5927\u578b\u8bed\u8a00\u6a21\u578b\u54ea\u4e9b\u90e8\u5206\u662f\u53ef\u4ee5\u9884\u6d4b\u7684\uff0c\u54ea\u4e9b\u90e8\u5206\u662f\u4e0d\u53ef\u9884\u6d4b\u7684?<\/span><\/o:p><\/p>\n

\u25cf \u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u771f\u6b63\u8fdb\u884c\u63a8\u7406\u5417?<\/span><\/o:p><\/p>\n

\u25cf \u8bed\u8a00\u6a21\u578b\u7684\u672a\u6765\u80fd\u529b\u80fd\u591f\u88ab\u9884\u6d4b\u5417?<\/span><\/o:p><\/p>\n

\u25cf \u6211\u4eec\u53ef\u4ee5\u505a\u4ec0\u4e48\u6765\u4f7f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u66f4\u52a0\u53ef\u9760\u5b89\u5168?<\/span><\/o:p><\/p>\n

\u25cf \u7528\u5c11\u91cf\u8bed\u6599\u5c31\u53ef\u4ee5\u6fc0\u53d1\u8bed\u8a00\u6a21\u578b\u7684\u901a\u7528\u80fd\u529b\uff0c\u8bf4\u660e\u4e86\u4ec0\u4e48\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5b66\u4e60\u8fc7\u7a0b\u662f\u5426\u53ef\u4ee5\/\u5fc5\u987b\u501f\u9274\u4eba\u7c7b\u7684\u5b66\u4e60\u65b9\u5f0f\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u5927\u8bed\u8a00\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u80fd\u5426\u8fdb\u4e00\u6b65\u62c6\u5206\uff0c\u54ea\u4e9b\u7279\u5b9a\u7684\u63a8\u7406\u80fd\u529b\u9700\u8981\u5177\u8eab\u667a\u80fd\u3001\u793e\u4f1a\u534f\u4f5c\u624d\u80fd\u5b8c\u6210\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u5927\u8bed\u8a00\u6a21\u578b\u4e0e Agent \u7684\u5173\u7cfb\uff0cAgent \u7814\u7a76\u5982\u4f55\u4fc3\u8fdb\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff1f<\/span><\/o:p><\/p>\n

\u8ba8\u8bba\u5609\u5bbe<\/strong><\/span><\/o:p><\/h4>\n
<\/section>\n

Jason Wei<\/span><\/strong>\uff0c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5458\uff0c\u5728OpenAI\u4ece\u4e8b ChatGPT \u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u66fe\u662f\u8c37\u6b4c\u5927\u8111\u7684\u9ad8\u7ea7\u7814\u7a76\u79d1\u5b66\u5bb6\uff0c\u63a8\u5e7f\u4e86\u601d\u7ef4\u94fe\u63d0\u793a\uff0c\u5171\u540c\u9886\u5bfc\u4e86\u7b2c\u4e00\u6279\u6307\u4ee4\u8c03\u6574\u5de5\u4f5c\uff0c\u5e76\u64b0\u5199\u4e86\u5173\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u6d8c\u73b0\u7684\u6587\u7ae0\uff0c\u5e76\u5728 2022 \u5e74\u7684\u8c37\u6b4c I\/O \u65b0\u95fb\u53d1\u5e03\u4f1a\u4e0a\u4ecb\u7ecd\u4e86\u601d\u7ef4\u94fe\u63d0\u793a\u6280\u672f\u3002<\/span><\/o:p><\/p>\n

<\/section>\n

\u5f20\u6c5f<\/span><\/strong>\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001\u96c6\u667a\u5b66\u56ed\u521b\u59cb\u4eba\uff0c\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u7406\u4e8b\u957f\uff0c\u66fe\u4efb\u817e\u8baf\u7814\u7a76\u9662\u3001\u534e\u4e3a\u6218\u7565\u7814\u7a76\u9662\u7b49\u7279\u8058\u987e\u95ee\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u5305\u62ec\u590d\u6742\u7cfb\u7edf\u5206\u6790\u4e0e\u5efa\u6a21\u3001\u89c4\u6a21\u7406\u8bba\u3001\u673a\u5668\u5b66\u4e60\u7b49\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u674e\u5ae3\u7136<\/span><\/strong>\uff0c\u96c6\u667a\u5b66\u56ed\u8bb2\u5e08\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u6838\u5fc3\u6210\u5458\uff0c\u66fe\u4efb\u5c0f\u7c73\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u9ad8\u7ea7\u7b97\u6cd5\u5de5\u7a0b\u5e08\u53ca\u573a\u666f\u5bf9\u8bdd\u56e2\u961f\u7814\u53d1\u8d1f\u8d23\u4eba\uff0c\u540c\u65f6\u4e5f\u517c\u4efb\u7740\u5317\u4eac\u5927\u5b66\u5fc3\u7406\u4e0e\u8ba4\u77e5\u5b66\u9662\u7684\u884c\u4e1a\u5bfc\u5e08\u3002\u591a\u5e74\u62c5\u4efb AAAI\uff0cACL\uff0cEMNLP\u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u7684\u5ba1\u7a3f\u4eba\uff0c\u5e76\u62c5\u4efb EMNLP 2022 \u9886\u57df\u4e3b\u5e2d\u3002\u5979\u66fe\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u53ca\u671f\u520a\u4e0a\u53d1\u8868\u8bba\u6587\u4e8c\u5341\u4f59\u7bc7\uff0c\u6db5\u76d6\u60c5\u611f\u8ba1\u7b97\u3001\u4eba\u673a\u5bf9\u8bdd\u3001\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7b49\u7814\u7a76\u9886\u57df\uff0c\u7d2f\u8ba1\u5f15\u7528\u6b21\u6570\u8d85\u8fc71800\u6b21\u3002\u5979\u7684\u7814\u7a76\u65b9\u5411\u4e3a\u4eba\u673a\u5bf9\u8bdd\u3001\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u751f\u6210\u548c\u751f\u7269\u667a\u80fd\u673a\u5236\u3002<\/span><\/o:p><\/p>\n

<\/p>\n

<\/o:p><\/section>\n

\u9646\u8d85\u8d85<\/span><\/strong>\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4Causal AI\u56e2\u961f\u8d1f\u8d23\u4eba\uff0c\u5251\u6865\u5927\u5b66\u673a\u5668\u5b66\u4e60\u535a\u58eb\uff0c\u4ed6\u7684\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u662f\u673a\u5668\u5b66\u4e60\uff0c\u7279\u522b\u662f\u6d89\u53ca\u5230\u5982\u4f55\u7ed3\u5408\u56e0\u679c\u63a8\u7406\u3001\u8d1d\u53f6\u65af\u63a8\u7406\u3001\u5f3a\u5316\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u5404\u81ea\u7684\u4f18\u52bf\uff0c\u5e76\u5c06\u5b83\u4eec\u5e94\u7528\u5728\u73b0\u5b9e\u9886\u57df\u4e2d\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u5982\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u533b\u7597\u7b49\u9886\u57df\u3002<\/span><\/span><\/p>\n


<\/section>\n
<\/o:p><\/section>\n

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

Richard<\/span><\/strong>\uff0c\u767e\u5ddd\u667a\u80fd\u6280\u672f\u8054\u5408\u521b\u59cb\u4eba\uff0c\u6e05\u534e\u5927\u5b66\u521b\u65b0\u9886\u519b\u5de5\u7a0b\u535a\u58eb\uff0c\u66fe\u662f\u767e\u5ea6\u96c6\u56e2\u5185\u6700\u5e74\u8f7b\u664b\u5347\u4e3a\u4e3b\u4efb\u7814\u53d1\u67b6\u6784\u5e08\u4e4b\u4e00\uff0c\u767e\u5ea6\u96c6\u56e2\u603b\u6280\u672f\u59d4\u5458\u4f1a\u6210\u5458\uff0c\u5386\u7ecf\u767e\u5ea6\u6700\u6838\u5fc3\u7684\u51e4\u5de2\u5e7f\u544a\u3001\u641c\u7d22\u548c\u667a\u80fd\u52a9\u624b\u7b49AI\u4e1a\u52a1\uff0c\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u641c\u7d22\u3001\u8ba1\u7b97\u5e7f\u544a\u3001\u5bf9\u8bdd\u7cfb\u7edf\u4ee5\u53ca\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7b49\u9886\u57df\u670910\u5e74+\u7b97\u6cd5\u7814\u53d1\u53ca\u7ba1\u7406\u7ecf\u9a8c\u3002\u56fd\u5185\u5916\u4e13\u522935+\uff0c\u5728AAAI\/EMNLP\/ICDM\/ACL\u7b49AI\u9876\u4f1a\u4e0a\u53d1\u8868\u8fc7\u591a\u7bc7\u8bba\u6587\uff0c\u4f5c\u4e3aAI\u8d1f\u8d23\u4eba\u9886\u5bfc\u7814\u53d1\u51fa\u5bb6\u55bb\u6237\u6653\u7528\u6237\u57fa\u6570\u6700\u5927\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u76f8\u5173\u6280\u672f\u83b7\u5f97\u8fc7DSTC10(\u5168\u7403\u591a\u8f6e\u5bf9\u8bdd\u7ade\u8d5b)\u4e16\u754c\u51a0\u519b\u3001EMNLP 2022 SereTOD(\u5bf9\u8bdd\u6bd4\u8d5b)\u4e16\u754c\u4e9a\u519b\u30012022\u5e74\u5434\u6587\u4fca\u4eba\u5de5\u667a\u80fd\u5956\u7279\u7b49\u5956\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u5218\u5b50\u9e23<\/span><\/strong>\uff0c\u76ee\u524d\u662f\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7269\u7406\u7cfb\u535a\u58eb\u751f\uff0c\u5bfc\u5e08\u662fMax Tegmark\u3002\u6b64\u524d2020\u5e74\u4ed6\u4ece\u5317\u4eac\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u58eb\u5b66\u4f4d\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u5728AI\u548c\u7269\u7406\u7684\u4ea4\u53c9\uff1a\u4e00\u65b9\u9762AI for Physics\uff0c\u5229\u7528AI\u5de5\u5177\u81ea\u52a8\u5316\u7269\u7406\u89c4\u5f8b\u548c\u6982\u5ff5\u7684\u53d1\u73b0\uff1b\u53e6\u4e00\u65b9\u9762Physics for AI\uff0c\u5229\u7528\u7269\u7406\u542f\u53d1\u6784\u5efaAI\u7406\u8bba\u548c\u66f4\u5177\u53ef\u89e3\u91ca\u6027\u7684\u6a21\u578b\u3002<\/span><\/o:p><\/p>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u751f\u547d\u63a2\u7d22\uff1a\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u524d\u666f\u51e0\u4f55\uff1f<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u751f\u7269\u533b\u5b66\u9886\u57df\u662f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u91cd\u8981\u5e94\u7528\u573a\u666f\uff0c\u4e5f\u662f\u76ee\u524d\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528\u524d\u666f\u6700\u4e3a\u6e05\u6670\u7684\u9886\u57df\u4e4b\u4e00\u3002\u6211\u4eec\u9080\u8bf7\u5c06\u63a2\u8ba8\u5982\u4f55\u5c06\u5927\u6a21\u578b\u6280\u672f\u5e94\u7528\u4e8e\u751f\u7269\u533b\u5b66\u7814\u7a76\uff0c\u5982\u57fa\u56e0\u7ec4\u5b66\u3001\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u548c\u836f\u7269\u53d1\u73b0\u7b49\u3002\u6211\u4eec\u9080\u8bf7\u4e86Jure Leskovec\u7b49\u5b66\u8005\u5206\u4eab\u4ed6\u4eec\u5728\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u5e94\u7528\u4e2d\u7684\u5b9e\u8df5\u7ecf\u9a8c\u548c\u521b\u65b0\u601d\u8def\uff0c\u8ba8\u8bba\u5982\u4f55\u7ed3\u5408\u751f\u7269\u533b\u5b66\u9886\u57df\u7684\u7279\u70b9\uff0c\u8bbe\u8ba1\u6027\u80fd\u66f4\u52a0\u4f18\u79c0\u7684\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u63d0\u5347\u6a21\u578b\u5728\u771f\u5b9e\u548c\u672a\u89c1\u573a\u666f\u4e0b\u7684\u9002\u5e94\u6027\uff0c\u5e76\u6df1\u5165\u63a2\u8ba8\u5927\u6a21\u578b\u6280\u672f\u5728\u751f\u7269\u533b\u5b66\u9886\u57df\u7684\u4f26\u7406\u548c\u793e\u4f1a\u5f71\u54cd\u3002<\/span><\/o:p><\/p>\n

\u4e3b\u9898\u62a5\u544a\uff1a\u57fa\u7840\u6a21\u578b\u5728\u5168\u79d1\u533b\u5b66\u4eba\u5de5\u667a\u80fd\u4e2d\u7684\u5e94\u7528\u6f5c\u529b<\/strong><\/span><\/o:p><\/h4>\n

\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u84ec\u52c3\u53d1\u5c55\uff0c\u533b\u7597\u9886\u57df\u4e5f\u6b63\u5728\u915d\u917f\u4e00\u573a\u9769\u547d\u6027\u7684\u53d8\u9769\u3002\u5168\u79d1\u533b\u5b66\u4eba\u5de5\u667a\u80fd\uff08GMAI\uff09\u4f5c\u4e3a\u4e00\u79cd\u5148\u8fdb\u7684\u57fa\u7840\u6a21\u578b\uff0c\u62e5\u6709\u8bf8\u5982\u8de8\u6a21\u6001\u8f93\u5165\u8f93\u51fa\u3001\u52a8\u6001\u4efb\u52a1\u89c4\u8303\u3001\u533b\u5b66\u77e5\u8bc6\u8868\u8fbe\u7b49\u5f3a\u5927\u80fd\u529b\uff0c\u6709\u671b\u89e3\u51b3\u5f53\u524d\u533b\u7597AI\u7684\u79cd\u79cd\u5c40\u9650\uff0c\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u548c\u6df1\u5165\u7684\u5e94\u7528\u3002\u672c\u6b21\u5206\u4eab\u5c06\u6df1\u5165\u63a2\u8ba8GMAI\u6a21\u578b\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff0c\u4ecb\u7ecd\u5b83\u4eec\u5982\u4f55\u6539\u53d8\u533b\u7597AI\u7684\u7814\u53d1\u548c\u5e94\u7528\u6a21\u5f0f\uff0c\u5e76\u63d0\u51fa\u4e00\u7cfb\u5217\u9ad8\u5f71\u54cd\u529b\u7684\u5e94\u7528\u5b9e\u4f8b\u3002\u6b64\u5916\uff0c\u8fd8\u5c06\u8ba8\u8bbaGMAI\u6a21\u578b\u5728\u9a8c\u8bc1\u3001\u504f\u5dee\u3001\u9690\u79c1\u4fdd\u62a4\u7b49\u65b9\u9762\u7684\u72ec\u7279\u6311\u6218,\u4e3a\u672a\u6765\u7684\u7814\u7a76\u548c\u5e94\u7528\u63d0\u51fa\u5efa\u8bae\u3002<\/span><\/o:p><\/p>\n

\u4e3b\u8bb2\u4eba\uff1aJure Leskovec<\/strong><\/span><\/o:p><\/h4>\n
<\/section>\n

\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u7684\u526f\u6559\u6388\uff0c\u4e5f\u662f\u56fe\u8868\u793a\u5b66\u4e60\u65b9\u6cd5node2vec\u548cGraphSAGE\u7684\u521b\u59cb\u4eba\u4e4b\u4e00\u3002\u4ed6\u66fe\u62c5\u4efb Pinterest \u9996\u5e2d\u79d1\u5b66\u5bb6\u548c\u9648-\u624e\u514b\u4f2f\u683c\u751f\u7269\u4e2d\u5fc3\u7814\u7a76\u5458\u3002\u4ed6\u5f00\u521b\u4e86\u56fe\u795e\u7ecf\u7f51\u7edc\u9886\u57df\uff0c\u5e76\u4e0e\u4ed6\u4eba\u5408\u8457\u4e86\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u56fe\u795e\u7ecf\u7f51\u7edc\u5e93 PyG\u3002\u4ed6\u7684\u7814\u7a76\u8d21\u732e\u6db5\u76d6\u793e\u4ea4\u7f51\u7edc\u3001\u6570\u636e\u6316\u6398\u548c\u673a\u5668\u5b66\u4e60\uff0c\u4ee5\u53ca\u4ee5\u836f\u7269\u53d1\u73b0\u4e3a\u91cd\u70b9\u7684\u8ba1\u7b97\u751f\u7269\u533b\u5b66\u3002\u5176\u7814\u7a76\u6210\u679c\u66fe\u5728\u8fd9\u4e9b\u7814\u7a76\u9886\u57df\u7684\u9876\u7ea7\u4f1a\u8bae\u4e0a\u83b7\u5f97 12 \u9879\u6700\u4f73\u8bba\u6587\u5956\u548c 5 \u9879 10 \u5e74\u65f6\u95f4\u8003\u9a8c\u5956\u3002<\/span><\/o:p><\/p>\n

\u5706\u684c\u8ba8\u8bba\uff1a\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u843d\u5730\u4e2d\u7684\u95ee\u9898\u548c\u6311\u6218<\/strong><\/span><\/o:p><\/h4>\n

\u25cf \u4e0e\u4f20\u7edfAI\u6280\u672f\u76f8\u6bd4\uff0c\u5927\u6a21\u578b\u7684\u4f18\u52bf\u548c\u6f5c\u5728\u7684\u95ee\u9898\uff0c\u5728\u751f\u7269\u533b\u5b66\u9886\u57df\u9762\u4e34\u54ea\u4e9b\u673a\u9047\u548c\u6311\u6218\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u4ec0\u4e48\u662f\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u7684\u7b2c\u4e00\u6027\u539f\u7406\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u751f\u7269\u533b\u836f\u9886\u57df\u5927\u6a21\u578b\u5230\u5e95\u5e94\u8be5\u662f\u201c\u901a\u624d\u201d \u8fd8\u662f\u201c\u4e13\u624d\u201d\uff0c\u5b66\u672f\u63a2\u7d22\u548c\u5de5\u4e1a\u843d\u5730\uff0c\u662f\u5426\u6709Gap\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u5982\u4f55\u8bc4\u4f30\u548c\u63d0\u5347\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u5728\u771f\u5b9e\u3001\u672a\u89c1\u573a\u666f\u4e0b\u7684\u6cdb\u5316\u80fd\u529b\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u662f\u5426\u5177\u5907\u53d1\u73b0\u201c\u65b0\u201d\u7684\u751f\u7269\u533b\u5b66\u201c\u771f\u201d\u77e5\u8bc6\u7684\u80fd\u529b\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u5982\u4f55\u66f4\u5feb\u66f4\u597d\u5730\u63a8\u52a8\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u4ece\u5b9e\u9a8c\u5ba4\u8f6c\u79fb\u5230\u5404\u79cd\u4e0d\u540c\u4e34\u5e8a\u573a\u666f\uff0c\u5f00\u5c55\u4e34\u5e8a\u5408\u4f5c\uff1f<\/span><\/o:p><\/p>\n

\u25cf \u9700\u8981\u6784\u5efa\u4ec0\u4e48\u6837\u5927\u89c4\u6a21\u3001\u591a\u6837\u5316\u3001\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u5927\u6a21\u578b\uff1f\u5982\u4f55\u5728\u4fdd\u62a4\u60a3\u8005\u9690\u79c1\u7684\u524d\u63d0\u4e0b\u6536\u96c6\u548c\u5171\u4eab\u6570\u636e?<\/span><\/o:p><\/p>\n

\u25cf \u5927\u6a21\u578b\u5e94\u7528\u4e2d\u5982\u4f55\u5904\u7406\u60a3\u8005\u9690\u79c1\u3001\u77e5\u60c5\u540c\u610f\u7b49\u4f26\u7406\u95ee\u9898? <\/span><\/o:p><\/p>\n

\u25cf \u5982\u4f55\u66f4\u5feb\u5730\u5c06\u5927\u6a21\u578b\u4ece\u5b9e\u9a8c\u5ba4\u8f6c\u79fb\u5230\u4e34\u5e8a\u73b0\u573a?<\/span><\/o:p><\/p>\n

\u25cf \u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u5982\u4f55\u5408\u4f5c\uff0c\u57f9\u517b\u590d\u5408\u578b\u5927\u6a21\u578b\u4eba\u624d\uff0c\u6574\u5408\u8d44\u6e90\uff0c\u63a8\u52a8\u751f\u7269\u533b\u5b66\u5927\u6a21\u578b\u53d1\u5c55\uff1f<\/span><\/o:p><\/p>\n

\u8ba8\u8bba\u5609\u5bbe<\/strong><\/span><\/o:p><\/h4>\n
<\/section>\n

\u4e54\u6728<\/span><\/strong>\uff0c\u5317\u4eac\u6c34\u6728\u5206\u5b50\u751f\u7269\u79d1\u6280\u6709\u9650\u516c\u53f8\u7684\u8054\u5408\u521b\u59cb\u4eba\u548c\u9996\u5e2d\u6280\u672f\u5b98\uff0c\u4e4b\u524d\u5c31\u804c\u4e8e\u7f8e\u56fd\u7845\u8c37\u7684IBM\u963f\u5c14\u9a6c\u767b\u7814\u7a76\u9662\uff0c\u62c5\u4efb\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u90e8\u95e8\u7684\u7814\u7a76\u8d1f\u8d23\u4eba\u3002\u4e54\u6728\u535a\u58eb\u4e5f\u662fIBM\u53d1\u660e\u5927\u5e08\uff0c\u66fe\u83b7\u5f97IBM\u6770\u51fa\u6280\u672f\u6210\u5c31\u5956\uff0c\u6770\u51fa\u7814\u7a76\u6210\u679c\u5956\uff0c\u548cIBM\u9ad8\u4ef7\u503c\u53d1\u660e\u4e13\u5229\u5956\u7b49\u591a\u9879\u91cd\u8981\u5956\u52b1\u3002\u4ed6\u4e8e2021\u5e74\u5165\u9009IBM\u5168\u7403\u6280\u672f\u5b66\u9662\u6210\u5458\uff0c\u66fe\u62c5\u4efbIBM\u5168\u7403\u91cf\u5b50\u5927\u4f7f\u3002\u4ed6\u4e8e2023\u5e74\u5165\u9009\u7f8e\u56fd\u56fd\u5bb6\u5de5\u7a0b\u9662\u5de5\u7a0b\u524d\u6cbf\u6770\u51fa\u9752\u5e74\u5de5\u7a0b\u5e08\uff0c\u540c\u65f6\u4e5f\u662f\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u7684\u5de5\u4e1a\u5bfc\u5e08\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u5b8b\u4e50<\/span><\/strong>\uff0c\u73b0\u4efb\u767e\u56fe\u751f\u79d1\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u3002\u66fe\u4efb\u7f8e\u56fd\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u8ba1\u7b97\u673a\u5b66\u9662\u7ec8\u8eab\u6559\u6388\u3001\u673a\u5668\u5b66\u4e60\u4e2d\u5fc3\u526f\u4e3b\u4efb\uff0c\u963f\u8054\u914bMBZUAI\u673a\u5668\u5b66\u4e60\u7cfb\u4e3b\u4efb\uff0c\u8682\u8681\u91d1\u670d\u6df1\u5ea6\u5b66\u4e60\u56e2\u961f\u8d1f\u8d23\u4eba\uff08P10\uff09\u3001\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u7814\u7a76\u5458\uff0c\u56fd\u9645\u673a\u5668\u5b66\u4e60\u5927\u4f1a\u8463\u4e8b\u4f1a\u6210\u5458\u3002\u66fe\u62c5\u4efbNeurIPS\u3001ICML\u3001ICLR\u3001AAAI\u3001IJCAI\u7b49AI\u9876\u4f1a\u7684\u9886\u57df\u4e3b\u5e2d\uff0c\u66fe\u51fa\u4efbICML 2022\u7684\u5927\u4f1a\u4e3b\u5e2d\uff0c\u53ca\u540c\u884c\u8bc4\u8bae\u671f\u520aJMLR\u3001IEEE TPAMI\u7684\u526f\u4e3b\u7f16\u3002<\/span><\/o:p><\/p>\n

<\/section>\n

\u5d14\u9e4f<\/span><\/strong>\uff0c\u6e05\u534e\u5927\u5b66\u957f\u8058\u526f\u6559\u6388\uff0c\u4e8e\u6e05\u534e\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u7814\u7a76\u5174\u8da3\u5305\u62ec\u5927\u6570\u636e\u73af\u5883\u4e0b\u7684\u56e0\u679c\u63a8\u7406\u4e0e\u7a33\u5b9a\u9884\u6d4b\u3001\u7f51\u7edc\u8868\u5f81\u5b66\u4e60\u3001\u793e\u4f1a\u52a8\u529b\u5b66\u5efa\u6a21\uff0c\u53ca\u5176\u5728\u91d1\u878d\u79d1\u6280\u3001\u667a\u6167\u533b\u7597\u53ca\u793e\u4ea4\u7f51\u7edc\u7b49\u573a\u666f\u4e2d\u7684\u5e94\u7528\u3002\u76ee\u524d\u62c5\u4efbIEEE TKDE\u3001IEEE TBD\u3001ACM TOMM\u3001ACM TIST\u7b49\u56fd\u9645\u9876\u7ea7\u671f\u520a\u7684\u7f16\u59d4\u3002\u83b7\u5f97\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u4e8c\u7b49\u5956\u3001\u6559\u80b2\u90e8\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u3001\u5317\u4eac\u5e02\u79d1\u6280\u8fdb\u6b65\u4e00\u7b49\u5956\u3001\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u3002\u5165\u9009\u4e2d\u7ec4\u90e8\u4e07\u4eba\u8ba1\u5212\u9752\u5e74\u62d4\u5c16\u4eba\u624d\uff0c\u5e76\u5f53\u9009\u4e3a\u4e2d\u56fd\u79d1\u534f\u5168\u56fd\u59d4\u5458\u4f1a\u59d4\u5458\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u5434\u6cf0\u9716<\/span><\/strong>\uff0c\u897f\u6e56\u5927\u5b66\u5de5\u5b66\u9662\u7684\u52a9\u7406\u6559\u6388\uff0cAI+Science\u5b9e\u9a8c\u5ba4\u7684PI\u3002\u4ed6\u4e8e\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u8fdb\u884c\u535a\u540e\uff0c\u7531Jure Leskovec\u6559\u6388\u6307\u5bfc\u3002\u672c\u79d1\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u3002\u4ed6\u7684\u5de5\u4f5c\u53d1\u8868\u5728NeurIPS\u3001ICLR\u3001UAI\u7b49\u9876\u7ea7\u671f\u520a\u4e0a\uff0c\u5e76\u88abMIT Technology Review\u62a5\u9053\u3002\u4ed6\u662f\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u9662\u9662\u520a\uff08PNAS\uff09\u3001Nature Communications\u3001Nature Machine Intelligence\u3001Science Advances\u7b49\u9876\u7ea7\u671f\u520a\u5ba1\u7a3f\u4eba\uff0c\u5c06\u4e8e\u4eca\u5e742023\u5e74\u6691\u671f\u52a0\u5165\u897f\u6e56\u5927\u5b66\uff0c\u5efa\u7acbAI + Science\u5b9e\u9a8c\u5ba4\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u5f20\u5c11\u9706<\/span><\/strong>\u535a\u58eb\uff0c\u73b0\u62c5\u4efb\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7535\u9662\u6e05\u6e90\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u66fe\u4efb\u5317\u5361\u7f57\u83b1\u7eb3\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u7ec8\u8eab\u526f\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u5305\u62ec\u533b\u7597\u4eba\u5de5\u667a\u80fd\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\uff0c\u533b\u5b66\u56fe\u50cf\u8ba1\u7b97\uff0c\u5927\u8303\u56f4\u6570\u636e\u68c0\u7d22\u548c\u673a\u5668\u5b66\u4e60\u7b49\u3002\u4ed6\u5728Lancet Digital Health\u3001Nature Machine Intelligence\u3001Nature Communications\u3001TPAMI\u3001MedIA\u3001TMI\u7b49\u9876\u7ea7\u671f\u520a\u4e0a\u4ee5\u7b2c\u4e00\u4f5c\u8005\u6216\u901a\u8baf\u4f5c\u8005\u53d1\u8868\u6587\u7ae0\u56db\u5341\u4f59\u7bc7\uff0c\u603b\u5f15\u752814,000\u4f59\u6b21\uff0cH-Index 58\uff0c\u5e76\u5165\u9009\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66\u53d1\u5e03\u7684\u5168\u7403\u524d2%\u9876\u5c16\u79d1\u5b66\u5bb6\u201c\u7ec8\u8eab\u79d1\u5b66\u5f71\u54cd\u529b\u6392\u884c\u699c\u201d\u3002<\/span><\/o:p><\/p>\n

<\/section>\n

\u738b\u5c0f\u5ddd<\/span><\/strong>\uff0c<\/span>\u767e\u5ddd\u667a\u80fd\u521b\u59cb\u4eba\u517cCEO \uff0c\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u5de5\u7a0b\u535a\u58eb\uff0c\u66fe\u4efb\u641c\u72d7\u516c\u53f8CEO\u3002\u521b\u7acb\u767e\u5ddd\u667a\u80fd\u540e\uff0c\u4e3b\u6301\u7814\u53d1\u4e86Baichuan-7b\u3001Baichuan-13b\u3001Baichuan-53b\u4e09\u6b3e\u5927\u6a21\u578b\u3002\u5176\u4e2d\u4e24\u6b3e\u5f00\u6e90\u53ef\u5546\u7528\u5927\u6a21\u578b\u5728\u591a\u4e2a\u6743\u5a01\u8bc4\u6d4b\u699c\u5355\u5747\u540d\u5217\u524d\u8305\uff0c\u4e0b\u8f7d\u91cf\u7a81\u7834\u4e09\u767e\u4e07\u3002<\/span>\u62c5\u4efb\u641c\u72d7CEO\u671f\u95f4\uff0c\u5148\u540e\u4e3b\u6301\u5f00\u53d1\u4e86\u641c\u72d7\u641c\u7d22\u3001\u641c\u72d7\u8f93\u5165\u6cd5\u3001\u641c\u72d7\u6d4f\u89c8\u5668\u7b49\u4ea7\u54c1\uff0c\u9996\u521b\u884c\u4e1a\u8ffd\u8d76\u8005\u7834\u5c40\u641c\u7d22\u7684\u552f\u4e00\u6210\u529f\u6a21\u5f0f\u2014\u2014\u201c\u4e09\u7ea7\u706b\u7bad\u201d\u6a21\u5f0f\uff0c\u5148\u540e\u63a8\u52a8\u963f\u91cc\u5df4\u5df4\u548c\u817e\u8baf\u6218\u7565\u5165\u80a1\u641c\u72d7\u30022017\u5e74\uff0c\u5e26\u9886\u641c\u72d7\u5728\u7f8e\u56fd\u7ebd\u4ea4\u6240\u4e0a\u5e02\u3002<\/span><\/span><\/p>\n


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

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

<\/section>\n

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

\u4eba\u673a\u5171\u751f\uff1a\u591a\u5143\u89c6\u89d2\u4e0b\u7684\u667a\u80fd\u793e\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u4efb\u4f55\u6280\u672f\uff0c\u6700\u7ec8\u670d\u52a1\u4e8e\u4eba\u3002\u5927\u6a21\u578b\u7b49\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6b63\u5728\u5e7f\u6cdb\u8fdb\u5165\u751f\u6d3b\u3001\u751f\u4ea7\u548c\u79d1\u7814\uff0c\u667a\u80fd\u793e\u4f1a\u6b63\u5728\u52a0\u901f\u5230\u6765\uff0c\u4f46\u5bf9\u4e8e\u667a\u80fd\u793e\u4f1a\u4e4b\u4e0b\u7684\u4eba\u673a\u5173\u7cfb\u3001\u751f\u4ea7\u5173\u7cfb\uff0c\u5374\u5f62\u6210\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u4e89\u8bae\u3002\u6211\u4eec\u9080\u8bf7\u4e86\u6765\u81ea\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u7cfb\u7edf\u79d1\u5b66\u3001\u793e\u4f1a\u5b66\u3001\u5fc3\u7406\u5b66\u3001\u6cd5\u5b66\u548c\u79d1\u5e7b\u6587\u5b66\u7b49\u4e0d\u540c\u80cc\u666f\u7684\u5b66\u8005\uff0c\u7ec4\u7ec7\u8d77\u8de8\u5b66\u79d1\u7684\u591a\u5143\u89c6\u89d2\uff0c\u5206\u6790\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5982\u4f55\u5851\u9020\u4e2a\u4f53\u7684\u8ba4\u77e5\u548c\u4ef7\u503c\u89c2\uff0c\u5982\u4f55\u5f71\u54cd\u793e\u4f1a\u6587\u5316\u548c\u6743\u529b\u7ed3\u6784\uff0c\u5e76\u63a2\u8ba8\u5982\u4f55\u5efa\u7acb\u4e00\u4e2a\u65e2\u5145\u5206\u5229\u7528\u6280\u672f\u4f18\u52bf\uff0c\u53c8\u7b26\u5408\u4eba\u7c7b\u4ef7\u503c\u548c\u4f26\u7406\u539f\u5219\u7684\u667a\u80fd\u793e\u4f1a\u3002<\/span><\/o:p><\/p>\n

\u5706\u684c\u8ba8\u8bba\uff1a\u4eba\u673a\u5171\u751f\u7684\u5927\u6a21\u578b\u4f26\u7406\u4e0e\u4ef7\u503c\u89c2\u6311\u6218<\/strong><\/span><\/o:p><\/h3>\n

\u8ba8\u8bba\u95ee\u9898\u5217\u8868<\/span><\/strong><\/o:p><\/p>\n

\u25cf <\/span>AI\u4f1a\u505c\u7559\u5728\u5de5\u5177\u5c42\u9762\uff0c\u8fd8\u662f\u4f1a\u968f\u7740\u6280\u672f\u4e0e\u80fd\u529b\u7684\u53d1\u5c55\uff0c\u5448\u73b0\u51fa\u4e3b\u4f53\u6027\uff1f\u672a\u6765\u5927\u6a21\u578b\u4f1a\u4ee5\u4ec0\u4e48\u6837\u7684\u5f62\u5f0f\u53c2\u4e0e\u5230\u5de5\u4f5c\u3001\u6559\u80b2\u3001\u6cd5\u5f8b\u7b49\u5c42\u9762\u7684\u793e\u4f1a\u751f\u6d3b\u4e2d\uff1f<\/span><\/o:p><\/p>\n

\u25cf <\/span>\u5927\u6a21\u578b\u5728\u751f\u4ea7\u529b\u53d1\u5c55\u3001\u521b\u65b0\u3001\u5c31\u4e1a\u3001\u9053\u5fb7\u4e0e\u98ce\u9669\u7b49\u5c42\u9762\u4f1a\u5bf9\u4eba\u7c7b\u4e0e\u793e\u4f1a\u5e26\u6765\u4ec0\u4e48\u6837\u7684\u5f71\u54cd\uff1f\u662f\u4f1a\u52a0\u901f\u521b\u65b0\u8fd8\u662f\u7ea6\u675f\u521b\u65b0\uff0c\u662f\u4f1a\u63d0\u4f9b\u66f4\u591a\u7684\u5c31\u4e1a\u65b9\u5411\u8fd8\u662f\u66ff\u4ee3\u4eba\u7c7b\uff1f\u662f\u4f1a\u52a0\u5267\u6b67\u89c6\u8fd8\u662f\u4e3a\u6280\u80fd\u7f3a\u4e4f\u8005\u63d0\u4f9b\u80fd\u591a\u7684\u5e2e\u52a9\u4ece\u800c\u4fc3\u8fdb\u5e73\u7b49\uff1f<\/span><\/o:p><\/p>\n

\u25cf <\/span>\u6709\u6548\u6cbb\u7406\u5927\u6a21\u578b\u548c\u7ea6\u675fAI\u5bf9\u793e\u4f1a\u7684\u8d1f\u9762\u5f71\u54cd\uff0c\u5e94\u7740\u91cd\u5bf9AI\u884c\u4e3a\u7684\u5916\u90e8\u76d1\u7ba1\uff08\u5916\u90e8\u5b89\u5168\u63aa\u65bd\u62df\u8865\uff09\u8fd8\u662f\u6a21\u578b\u5c42\u9762\u7684\u5185\u90e8\u673a\u5236\uff08\u5185\u90e8\u7684\u9053\u5fb7\u4ef7\u503c\u89c2\u5bf9\u9f50\uff09\uff1f<\/span><\/o:p><\/p>\n

\u25cf <\/span>\u8fdb\u884c\u5916\u90e8\u7ea6\u675f\u65f6\uff0c\u5e94\u8be5\u91c7\u7528\u4ec0\u4e48\u6837\u7684\u4f26\u7406\u51c6\u5219\uff1f\u4f9d\u9760\u5185\u90e8\u673a\u5236\u65f6\uff0cAI \u5e94\u8be5\u548c\u4ec0\u4e48\u6837\u7684\u4ef7\u503c\u89c2\u5bf9\u9f50\uff1f\u548c\u4eba\u7c7b\u4fdd\u6301\u4e00\u81f4\uff0c\u8fd8\u662f\u5355\u72ec\u53d1\u5c55\u51fa\u4e00\u5957\u9002\u7528\u4e8eAI\u7684\u51c6\u5219 (\u66f4\u9ad8\u7684\u51c6\u5219)\uff1f<\/span><\/o:p><\/p>\n

\u25cf <\/span>\u5728\u4eba\u4e0eAI\u76f8\u4e92\u5f71\u54cd\u7684\u60c5\u666f\u4e0b (AI\u4ece\u4eba\u7c7b\u6570\u636e\u5b66\u4e60\uff0c\u4eba\u7c7b\u901a\u8fc7\u4ea4\u4e92\u5f71\u54cdAI)\uff0c\u4eba\u7c7b\u4e0eAI\u5728\u5b89\u5168\u3001\u9053\u5fb7\u3001\u4ef7\u503c\u89c2\u5c42\u9762\u4f1a\u5982\u4f55\u76f8\u4e92\u5f71\u54cd\uff1f\u8fd9\u4e9b\u5f71\u54cd\u53c8\u5c06\u5bf9\u793e\u4f1a\u5e26\u6765\u600e\u6837\u7684\u53d8\u9769\uff1f<\/span><\/o:p><\/p>\n

\u8ba8\u8bba\u5609\u5bbe<\/strong><\/span><\/o:p><\/h4>\n
<\/section>\n

\u77e3\u6653\u6c85<\/span><\/strong>\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u9ad8\u7ea7\u7814\u7a76\u5458\u3002\u4ed6\u4e8e\u6e05\u534e\u5927\u5b66\u83b7\u5de5\u5b66\u5b66\u58eb\u548c\u535a\u58eb\u5b66\u4f4d\uff0c\u4e3b\u8981\u4ece\u4e8b\u81ea\u7136\u8bed\u8a00\u751f\u6210\u548c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u3002\u4ed6\u5728NeurIPS\u3001ICLR\u3001AAAI\u3001ACL\u3001EMNLP\u7b49\u9876\u7ea7\u56fd\u9645\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u6587\u4e8c\u5341\u4f59\u7bc7\uff0c\u5e76\u62c5\u4efb\u591a\u4e2a\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\u3002\u4ed6\u7684\u7814\u7a76\u81f4\u529b\u4e8eAI\u4e0e\u4eba\u6587\u7684\u7ed3\u5408\u3001\u6784\u5efa\u7b26\u5408\u4eba\u7c7b\u4ef7\u503c\u89c2\u7684AI\uff0c\u51fa\u7248\u4e86\u300a\u5177\u6709\u6587\u5b66\u8868\u73b0\u529b\u7684\u4e2d\u6587\u53e4\u5178\u8bd7\u6b4c\u81ea\u52a8\u5199\u4f5c\u65b9\u6cd5\u7814\u7a76\u300b\u4e00\u4e66\u3002\u4ed6\u4e3b\u5bfc\u5f00\u53d1\u7684\u4e2d\u6587\u53e4\u5178\u8bd7\u6b4c\u81ea\u52a8\u521b\u4f5c\u7cfb\u7edf\u201c\u4e5d\u6b4c\u201d\u4f5c\u4e3a\u6700\u8457\u540d\u7684AI\u4f5c\u8bd7\u7cfb\u7edf\u4e4b\u4e00\uff0c\u767b\u4e0a\u592e\u89c6\u300a\u673a\u667a\u8fc7\u4eba\u300b\u3001\u300a\u6717\u8bfb\u8005\u300b\u7b49\u8282\u76ee\u5e76\u8363\u83b7\u591a\u4e2a\u5956\u9879\u3002\u4e2a\u4eba\u66fe\u83b7\u6e05\u534e\u5927\u5b66\u7279\u7b49\u5956\u5b66\u91d1\u3001\u6d77\u6dc0\u533a\u5341\u5927\u6770\u51fa\u9752\u5e74\u3001\u65b0\u534e\u7f51\u5341\u5927\u5e74\u5ea6\u7f51\u7edc\u4eba\u7269\u3001\u897f\u8d1d\u5c14\u5b66\u8005\u3001\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f18\u535a\u7b49\u8363\u8a89\u3002<\/span><\/span><\/p>\n

<\/p>\n

<\/o:p><\/section>\n

\u5f90\u4e30\u529b<\/span><\/strong>\uff0c\u6e05\u534e\u5927\u5b66\u7535\u5b50\u5de5\u7a0b\u7cfb\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u7814\u7a76\u5174\u8da3\u5305\u62ec\u6570\u636e\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u3001\u57ce\u5e02\u79d1\u5b66\u548c\u7f51\u7edc\u79d1\u5b66\uff0c\u65e8\u5728\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u548c\u4eba\u5de5\u667a\u80fd\u7684\u65b9\u6cd5\u5efa\u6a21\u590d\u6742\u4fe1\u606f\u7cfb\u7edf\uff0c\u91cd\u70b9\u5173\u6ce8\u57ce\u5e02\u73af\u5883\u4e0b\u7fa4\u4f53\u884c\u4e3a\u6a21\u5f0f\u7684\u6d8c\u73b0\u673a\u5236\u3002\u4ed6\u4f5c\u4e3a\u7b2c\u4e00\u4f5c\u8005\u5728PNAS\u3001Nature Human Behaviour\u3001Nature Computational Science\u7b49\u7efc\u5408\u6027\u671f\u520a\uff0c\u548cNeurIPS\u3001WWW\u3001KDD\u3001Ubicomp\u7b49\u4eba\u5de5\u667a\u80fd\u4e0e\u590d\u6742\u7f51\u7edc\u9886\u57df\u7684\u9876\u7ea7\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e86\u591a\u7bc7\u5b66\u672f\u8bba\u6587\uff0c\u66fe\u83b7CAAI\u793e\u4f1a\u8ba1\u7b97\u65b0\u661f\u5b66\u8005\u5956\u3001UBICOMP\u6700\u4f73\u8bba\u6587\u63d0\u540d\u5956\u3001MSRA Fellowship\u3001\u6e05\u534e\u5927\u5b66\u4f18\u79c0\u535a\u58eb\u6bd5\u4e1a\u751f\u3001CCF\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u63d0\u540d\u3001ACM SIGSPATIAL\u4e2d\u56fd\u5206\u4f1a\u4f18\u535a\u5956\u3001Mansueto Postdoc Fellowship\u7b49\u5b66\u672f\u8363\u8a89\u3002\u66fe\u62c5\u4efbWWW\u3001AAAI\u3001WSDM\u3001IJCAI\u7b49\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u7684\uff08\u8d44\u6df1\uff09\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\uff0c\u5e76\u4f5c\u4e3aDatathon Director\u7b79\u529eIC2S2 2022\u4f1a\u8bae\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/section>\n

\u9648\u6978\u5e06<\/span><\/strong>\uff0c\u79d1\u5e7b\u4f5c\u5bb6\uff0c\u7f16\u5267\uff0c\u7ffb\u8bd1\uff0c\u7b56\u5c55\u4eba\u3002\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\u4e2d\u6587\u7cfb\u4e0e\u827a\u672f\u5b66\u9662\uff0c\u4e2d\u56fd\u4f5c\u534f\u79d1\u5e7b\u6587\u5b66\u59d4\u5458\u4f1a\u526f\u4e3b\u4efb\u3001\u4e2d\u56fd\u79d1\u666e\u4f5c\u534f\u526f\u7406\u4e8b\u957f\u3001\u8036\u9c81\u5927\u5b66MacMillan Center\u8bbf\u95ee\u5b66\u8005\u3001\u535a\u53e4\u777f\u5b66\u8005\u3002\u66fe\u591a\u6b21\u83b7\u5f97\u8305\u76fe\u65b0\u4eba\u5956\u3001\u5168\u7403\u534e\u8bed\u79d1\u5e7b\u661f\u4e91\u5956\u3001\u4e2d\u56fd\u79d1\u5e7b\u94f6\u6cb3\u5956\u3001\u4e16\u754c\u5947\u5e7b\u79d1\u5e7b\u7ffb\u8bd1\u5956\u3001\u4e9a\u6d32\u5468\u520a\u5e74\u5ea6\u5341\u5927\u5c0f\u8bf4\u5956\u3001\u5fb7\u56fd\u5e74\u5ea6\u5546\u4e1a\u56fe\u4e66\u7b49\u56fd\u5185\u5916\u5956\u9879\uff0c\u4f5c\u54c1\u88ab\u5e7f\u6cdb\u7ffb\u8bd1\u4e3a20\u591a\u56fd\u8bed\u8a00\uff0c\u4ee3\u8868\u4f5c\u5305\u62ec\u300a\u8352\u6f6e\u300b\u3001\u300a\u4eba\u751f\u7b97\u6cd5\u300b\u3001\u300aAI\u672a\u6765\u8fdb\u884c\u5f0f\u300b\uff08\u4e0e\u674e\u5f00\u590d\u535a\u58eb\u5408\u8457\uff09\u7b49\u3002<\/span><\/o:p><\/p>\n

<\/section>\n

\u4f5f\u4f73\u777f\uff08Richard Tong\uff09<\/span><\/strong>\u662f\u4e00\u4f4dAI\u6280\u672f\u4e13\u5bb6\u3001\u7814\u7a76\u4eba\u5458\u548c\u4eba\u5de5\u667a\u80fd\u548c\u5b66\u4e60\u6280\u672f\u9886\u57df\u6807\u51c6\u5316\u7684\u5021\u5bfc\u8005\u3002\u4ed6\u76ee\u524d\u62c5\u4efb IEEE \u4eba\u5de5\u667a\u80fd\u6807\u51c6\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3002\u4ed6\u76ee\u524d\u662f Carnegie Learning \u7684\u9996\u5e2dAI\u67b6\u6784\u5e08\u3002\u4ed6\u7684\u7814\u53d1\u91cd\u70b9\u662f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u795e\u7ecf\u7b26\u53f7\u96c6\u6210\u8ba4\u77e5\u67b6\u6784\u3001\u591a\u6a21\u6001\u63a8\u7406\u3001\u548c\u667a\u80fd\u4f53\u67b6\u6784\u548c\u5e94\u7528\u3002<\/span><\/o:p><\/p>\n

<\/section>\n

\u6bb5\u4f1f\u6587<\/span><\/strong>\uff0c\u4e2d\u56fd\u793e\u79d1\u9662\u54f2\u5b66\u6240\u79d1\u6280\u54f2\u5b66\u7814\u7a76\u5ba4\u4e3b\u4efb\u3001\u7814\u7a76\u5458\uff0c\u590d\u65e6\u5927\u5b66\u79d1\u6280\u4f26\u7406\u4e0e\u4eba\u7c7b\u672a\u6765\u7814\u7a76\u9662\u7279\u8058\u6559\u6388\uff0c\u4e2d\u56fd\u793e\u79d1\u9662\u79d1\u5b66\u6280\u672f\u548c\u793e\u4f1a\u7814\u7a76\u4e2d\u5fc3\u4e3b\u4efb\uff0c\u4eab\u53d7\u56fd\u52a1\u9662\u7279\u6b8a\u6d25\u8d34\u4e13\u5bb6\u3002\u66fe\u4efb\u725b\u6d25\u5927\u5b66\u3001\u5339\u5179\u5821\u5927\u5b66\u8bbf\u95ee\u5b66\u8005\uff0c\u535a\u53e4\u777f\u5b66\u8005\u7b49\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u4e3a\u79d1\u6280\u54f2\u5b66\u3001\u79d1\u6280\u4f26\u7406\u3001\u4eba\u5de5\u667a\u80fd\u7684\u793e\u4f1a\u548c\u4f26\u7406\u7814\u7a76\u7b49\u3002\u8457\u6709\u300a\u4fe1\u606f\u6587\u660e\u7684\u4f26\u7406\u57fa\u7840\u300b\u300a\u53ef\u63a5\u53d7\u7684\u79d1\u5b66\uff1a\u5f53\u4ee3\u79d1\u5b66\u57fa\u7840\u7684\u53cd\u601d\u300b\u300a\u7f51\u7edc\u7a7a\u95f4\u7684\u4f26\u7406\u53cd\u601d\u300b\u7b49\u3002<\/span><\/span><\/strong><\/p>\n

<\/p>\n

\u66f9\u5efa\u5cf0<\/span><\/strong>\uff0c\u817e\u8baf\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\uff0c\u6c11\u76df\u5e7f\u4e1c\u7701\u59d4\u5458\u4f1a\u793e\u4f1a\u4e0e\u6cd5\u5236\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u6c11\u76df\u6df1\u5733\u5e02\u59d4\u4f1a\u6cd5\u5f8b\u59d4\u5458\u4f1a\u59d4\u5458\u3002\u517c\u4efb\u4e0a\u6d77\u653f\u6cd5\u5b66\u9662\u5ba2\u5ea7\u6559\u6388\u3001\u534e\u4e1c\u653f\u6cd5\u5927\u5b66\u6570\u5b57\u6cd5\u6cbb\u7814\u7a76\u9662\u7279\u8058\u7814\u7a76\u5458\u3001\u5bf9\u5916\u7ecf\u6d4e\u8d38\u6613\u5927\u5b66\u6570\u5b57\u7ecf\u6d4e\u4e0e\u6cd5\u5f8b\u521b\u65b0\u7814\u7a76\u4e2d\u5fc3\u7814\u7a76\u5458\u3001\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u4eba\u5de5\u667a\u80fd\u4f26\u7406\u4e0e\u6cbb\u7406\u5de5\u59d4\u4f1a\u59d4\u5458\u3001\u5e7f\u4e1c\u7701\u6cd5\u5b66\u4f1a\u77e5\u8bc6\u4ea7\u6743\u6cd5\u5b66\u7814\u7a76\u4f1a\u5e38\u52a1\u7406\u4e8b\u7b49\u793e\u4f1a\u804c\u52a1\u3002\u957f\u671f\u4ece\u4e8b\u4e92\u8054\u7f51\u524d\u6cbf\u6280\u672f\u4e0e\u6570\u5b57\u7ecf\u6d4e\u76f8\u5173\u7684\u653f\u7b56\u3001\u6cd5\u5f8b\u3001\u793e\u4f1a\u4f26\u7406\u7814\u7a76\uff0c\u4e3b\u8981\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u533a\u5757\u94fe\u3001\u5143\u5b87\u5b99\u3001\u6570\u5b57\u77e5\u8bc6\u4ea7\u6743\u3001\u6570\u636e\u4fdd\u62a4\u3001\u5e73\u53f0\u8d23\u4efb\u3001\u56fd\u9645\u6570\u5b57\u7ecf\u6d4e\u6cbb\u7406\u3001\u6cd5\u5f8b\u79d1\u6280\u7b49\u9886\u57df\uff0c\u591a\u6b21\u53d7\u9080\u53c2\u52a0IJCAI\u3001ACM FAcct\u3001\u5168\u7403\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5927\u4f1a\u7b49AI\u9886\u57df\u7684\u56fd\u5185\u5916\u9876\u7ea7\u4f1a\u8bae\u5e76\u4f5c\u62a5\u544a\u3002<\/span><\/o:p><\/p>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u5e74\u4f1a\u7279\u8272\u73af\u8282<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u8bfb\u4e66\u4f1a\u4e3b\u9898\u96c6\u5e02\uff1a<\/strong><\/span><\/o:p><\/h4>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u8bfb\u4e66\u4f1a\u662f\u96c6\u667a\u793e\u533a\u7684\u6700\u91cd\u8981\u7684\u627f\u8f7d\u65b9\u5f0f\uff0c\u4f46\u56e0\u4e3a\u75ab\u60c5\u7684\u5173\u7cfb\uff0c\u8fd1\u4e09\u5e74\u7684\u8bfb\u4e66\u4f1a\u90fd\u662f\u7ebf\u4e0a\u4e3a\u4e3b\uff0c\u6240\u4ee5\u5e0c\u671b\u501f\u6b64\u5e74\u4f1a\u5951\u673a\uff0c\u9080\u8bf7\u793e\u533a\u6210\u5458\u4e00\u8d77\u6765\u7ec4\u7ec7\u8bfb\u4e66\u4f1a\u4e3b\u9898\u96c6\u5e02\uff0c\u9488\u5bf9\u4e0d\u540c\u4e3b\u9898\u8bfb\u4e66\u4f1a\u8bbe\u8ba1\u4e3b\u9898\u52cb\u7ae0\u3001\u5e03\u7f6e\u4e0d\u540c\u7279\u8272\u7684\u4e3b\u9898\u644a\u4f4d\u3001\u8bbe\u7f6e\u4e0d\u540c\u98ce\u683c\u7684\u4e92\u52a8\u6e38\u620f\uff0c\u9080\u8bf7\u4f60\u4e00\u8d77\u6765\u73a9\uff01<\/span><\/o:p><\/p>\n

\u4e3b\u9898\u5305\u62ec\uff1a<\/span><\/section>\n

\u5927\u6a21\u578b\u4e0e\u751f\u7269\u533b\u5b66<\/span><\/a><\/p>\n

AI+Science<\/span><\/a><\/o:p><\/section>\n
\u56e0\u679c\u6d8c\u73b0<\/span><\/a><\/o:p><\/section>\n
\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u7684\u57ce\u5e02\u79d1\u5b66<\/span><\/a><\/o:p><\/section>\n
\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316<\/span><\/a><\/o:p><\/section>\n
\u540eChatGPT\u65f6\u4ee3<\/span><\/a><\/o:p><\/section>\n
\u56e0\u679c\u79d1\u5b66<\/span><\/a><\/o:p><\/section>\n

NeuroAI<\/span><\/a><\/o:p><\/p>\n

\u5982\u679c\u4f60\u60f3\u53c2\u4e0e\u8bbe\u8ba1\u52cb\u7ae0\u3001\u4e00\u8d77\u6446\u644a\u3001\u8bbe\u8ba1\u6e38\u620f\uff0c\u8bf7\u8054\u7cfb\uff1azhouli@swarma.org<\/span><\/o:p><\/p>\n

\u52cb\u7ae0\u6837\u4f8b<\/span><\/strong><\/o:p><\/p>\n

<\/p>\n

\u5b66\u672f\u6d77\u62a5\u5c55\u89c8\uff1a<\/strong><\/span><\/o:p><\/h4>\n

\u9080\u8bf7\u96c6\u667a\u793e\u533a\u6210\u5458\u4e2d\u8ddf\u590d\u6742\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u3001\u56e0\u679c\u79d1\u5b66\u3001\u5927\u6a21\u578b\u3001\u795e\u7ecf\u52a8\u529b\u5b66\u3001NeuroAI\u3001\u7f51\u7edc\u79d1\u5b66\u3001AI+Science\u7b49\u591a\u4e3b\u9898\uff08\u7279\u522b\u662f\u7ecf\u7531\u8bfb\u4e66\u4f1a\u7684\u8ba8\u8bba\uff0c\u6fc0\u53d1\u5927\u5bb6\u7075\u611f\u6216\u8005\u5408\u4f5c\u800c\u53d1\u8868\u6210\u679c\u5e76\u4e14\u81f4\u8c22\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\u7684\u5b66\u672f\u6d77\u62a5\uff0c\u4f1a\u5c55\u793a\u5728\u4f1a\u573a\u7684\u5404\u4e2a\u89d2\u843d\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0e\u4f5c\u8005\u6c9f\u901a\u60f3\u6cd5\uff0c\u5171\u540c\u63a2\u8ba8\uff01<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u5982\u679c\u4f60\u4e5f\u60f3\u6295\u9012\u73b0\u573a\u7684\u5b66\u672f\u6d77\u62a5\uff0c\u8bf7\u53d1\u4f5c\u54c1\uff08\u84dd\u767d\u8272\u8c03\uff0c\u5c3a\u5bf8\u5bbd90*\u9ad8120\uff09\u8054\u7cfb\uff1azhouli@swarma.org<\/span><\/o:p><\/p>\n

\u96c6\u667a\u56fe\u4e66\u89d2\uff1a<\/strong><\/span><\/o:p><\/h4>\n

\u7531\u96c6\u667a\u7f16\u8f91\u90e8\u540c\u4e8b\u4eec\u7cbe\u5fc3\u6311\u9009\uff0c\u590d\u6742\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u6700\u63a8\u8350\u7684\u4e66\u7c4d\uff0c\u5e03\u5c55\u6210\u4e3a\u56fe\u4e66\u89d2\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u6784\u5efa\u590d\u6742\u79d1\u5b66\u5730\u56fe\u3002\u66f4\u6709\u53ef\u80fd\u4e0e\u4f5c\u8005\u6216\u8005\u8bd1\u8005\u5f53\u9762\u4ea4\u6d41\u6216\u8005\u7b7e\u4e66\uff01<\/span><\/o:p><\/p>\n

\u540c\u65f6\u5982\u679c\u60a8\u662f\u4f5c\u8005\u6216\u8005\u8bd1\u8005\uff0c\u5e0c\u671b\u53ef\u4ee5\u63a8\u8350\u81ea\u5df1\u7684\u4f5c\u54c1\u5e76\u53c2\u4e0e\u5e74\u4f1a\uff0c\u8bf7\u53d1\u4f5c\u54c1\u8054\u7cfb\uff1aliupeiyuan@swarma.org<\/span><\/o:p><\/p>\n

\u96c6\u667a\u4e66\u67b6\uff1a<\/span><\/strong><\/o:p><\/p>\n

<\/section>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u53c2\u4e0e\u65b9\u5f0f<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u65f6\u95f4\uff1a8\u670826\u65e58:30-21:30<\/span><\/o:p><\/p>\n

\u5730\u70b9\uff1a\u4e2d\u5173\u6751\u58f9\u53f7A1\u5ea726\u5c42\u8def\u6f14\u5385<\/span><\/o:p><\/p>\n

\u626b\u7801\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5373\u53ef\u514d\u8d39\u62a5\u540d\u767d\u5929\u7684\u5b66\u672f\u6d3b\u52a8\uff1a<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u665a\u4e0a\u7684\u5b66\u672f\u665a\u5bb4\u90e8\u5206\uff0c\u662f\u66f4\u6df1\u5ea6\u7684\u94fe\u63a5\u548c\u4e92\u52a8\uff0c\u4ec5\u5bf9\u4ee5\u4e0b\u793e\u533a\u6210\u5458\u5f00\u653e\uff1a<\/span><\/o:p><\/section>\n
\u25cf \u96c6\u667a\u5b66\u56ed VIP<\/a><\/span><\/o:p><\/section>\n
\u25cf \u8bfb\u4e66\u4f1a\u53d1\u8d77\u4eba\u3001\u96c6\u667a\u5b66\u56ed\u8bb2\u5e08\u3001\u5408\u4f5c\u4e66\u4f5c\u8005<\/span><\/o:p><\/section>\n
\u25cf \u957f\u671f\u5bf9\u96c6\u667a\u63d0\u4f9b\u91cd\u8981\u652f\u6301\u7684\u6295\u8d44\u4eba\u3001\u6350\u8d60\u4eba\u3001\u5408\u4f5c\u4f19\u4f34\u7b49<\/span><\/o:p><\/section>\n
\u25cf \u5e74\u4f1a\u8d5e\u52a9\u673a\u6784\u6216\u8005\u8d5e\u52a9\u4eba<\/span><\/o:p><\/section>\n

\u25cf \u5b66\u672f\u6d77\u62a5\u3001\u4f5c\u54c1\u5c55\u3001\u96c6\u667a\u6545\u4e8b\u3001\u5fbd\u7ae0\u8bbe\u8ba1\u6295\u7a3f\u88ab\u5f81\u7528<\/span><\/o:p><\/p>\n

\u901a\u8fc7\u6b64\u5904\u4e86\u89e3\u8be6\u60c5\uff1a\u300a\u4e00\u8d77\u6d8c\u73b0\u7efd\u653e\uff01\u96c6\u667a20\u5468\u5e74\u5b66\u672f\u5e74\u4f1a\u7684\u591a\u79cd\u6253\u5f00\u65b9\u5f0f<\/a>\u300b<\/span><\/o:p><\/p>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u4e3b\u529e\u65b9<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

<\/o:p><\/p>\n

\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3<\/span><\/strong><\/span><\/o:p><\/p>\n

\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u662f\u95e8\u5934\u6c9f\u6c11\u653f\u6279\u51c6\u6210\u7acb\u3001\u95e8\u5934\u6c9f\u79d1\u4fe1\u5c40\u4e3b\u7ba1\u7684\u6c11\u529e\u975e\u4f01\u4e1a\uff0c\u81f4\u529b\u4e8e\u8425\u9020\u8de8\u5b66\u79d1\u63a2\u7d22\u5c0f\u751f\u5883\uff0c\u8425\u9020\u590d\u6742\u6027\u79d1\u5b66\u65b0\u7406\u8bba\u3002\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u662f\u201c\u96c6\u667a\u4ff1\u4e50\u90e8\u201d\u7684\u8fd0\u8425\u4e3b\u4f53\uff0c\u6709\u63a5\u53d7\u793e\u4f1a\u6350\u8d60\u7684\u8d44\u8d28\uff0c\u957f\u671f\u9762\u5411\u4f01\u4e1a\u3001\u4e2a\u4eba\u52df\u96c6\u516c\u76ca\u6027\u6350\u8d60\u6b3e\uff0c\u7528\u4e8e\u96c6\u667a\u4ff1\u4e50\u90e8\u79d1\u5b66\u793e\u533a\u7684\u8fd0\u8425\u5de5\u4f5c\uff0c\u4ee5\u652f\u6301\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u79d1\u7814\u3001\u4ea4\u6d41\u3001\u4f20\u64ad\u5de5\u4f5c\u3002\u6211\u4e2d\u5fc3\u786e\u4fdd\u6350\u8d60\u6b3e\u7684\u4e13\u6b3e\u4e13\u7528\u5e76\u53ca\u65f6\u5411\u793e\u4f1a\u516c\u5e03\u3002<\/span><\/o:p><\/p>\n

<\/p>\n

\u96c6\u667a\u5b66\u56ed<\/span><\/strong><\/span><\/o:p><\/p>\n

\u96c6\u667a\u5b66\u56ed\u6210\u7acb\u4e8e2016\u5e7410\u67081\u65e5\uff0c\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u5b55\u80b2\u7684\u521b\u4e1a\u56e2\u961f\u3002\u96c6\u667a\u5b66\u56ed\u81f4\u529b\u4e8e\u4f20\u64ad\u590d\u6742\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u524d\u6cbf\u77e5\u8bc6\u548c\u65b0\u5174\u6280\u672f\uff0c\u4fc3\u8fdb\u3001\u63a8\u52a8\u590d\u6742\u79d1\u5b66\u9886\u57df\u7684\u77e5\u8bc6\u63a2\u7d22\u4e0e\u751f\u6001\u6784\u5efa\u3002\u5408\u4f5c\u4f19\u4f34\u5305\u62ec\u817e\u8baf\u3001\u534e\u4e3a\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u3001\u6e56\u7554\u5927\u5b66\u3001\u6df7\u6c8c\u5927\u5b66\u7b49\u591a\u5bb6\u77e5\u540d\u673a\u6784\u30022019\u5e74\u88ab\u8bc4\u5b9a\u4e3a\u201c\u4e2d\u5173\u6751\u9ad8\u65b0\u6280\u672f\u4f01\u4e1a\u201d\u548c\u201c\u56fd\u5bb6\u9ad8\u65b0\u6280\u672f\u4f01\u4e1a\u201d\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u817e\u8baf\u7814\u7a76\u9662<\/span><\/strong><\/span><\/o:p><\/p>\n

\u817e\u8baf\u516c\u53f8\u8bbe\u7acb\u7684\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u673a\u6784\uff0c\u4f9d\u6258\u817e\u8baf\u516c\u53f8\u591a\u5143\u7684\u4ea7\u54c1\u3001\u4e30\u5bcc\u7684\u6848\u4f8b\u548c\u6d77\u91cf\u7684\u6570\u636e\uff0c\u56f4\u7ed5\u4ea7\u4e1a\u53d1\u5c55\u7684\u7126\u70b9\u95ee\u9898\uff0c\u901a\u8fc7\u5f00\u653e\u5408\u4f5c\u7684\u7814\u7a76\u5e73\u53f0\uff0c\u6c47\u96c6\u5404\u754c\u667a\u6167\uff0c\u5171\u540c\u63a8\u52a8\u4e92\u8054\u7f51\u4ea7\u4e1a\u5065\u5eb7\u3001\u6709\u5e8f\u7684\u53d1\u5c55\uff0c\u81f4\u529b\u4e8e\u6210\u4e3a\u73b0\u4ee3\u79d1\u6280\u4e0e\u793e\u4f1a\u4eba\u6587\u4ea4\u53c9\u6c47\u805a\u7684\u7814\u7a76\u5e73\u53f0\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u51ef\u98ce\u57fa\u91d1\u4f1a<\/span><\/strong><\/span><\/o:p><\/p>\n

\u51ef\u98ce\u516c\u76ca\u57fa\u91d1\u4f1a\u662f\u56fd\u5bb6\u6c11\u653f\u90e8\u4e3b\u7ba1\u7684\u975e\u516c\u52df\u516c\u76ca\u57fa\u91d1\u4f1a\u3002\u4e5f\u662f\u9996\u6279\u7531\u4f01\u4e1a\u53d1\u8d77\u3001\u56fd\u5bb6\u6c11\u653f\u90e8\u6279\u51c6\u8bbe\u7acb\uff0c\u5e76\u7531\u56fd\u5bb6\u6c11\u653f\u90e8\u4f5c\u4e3a\u4e0a\u7ea7\u4e3b\u7ba1\u90e8\u95e8\u7684\u516c\u76ca\u57fa\u91d1\u4f1a\u3002\u51ef\u98ce\u516c\u76ca\u57fa\u91d1\u4f1a\u4e3b\u8981\u901a\u8fc7\u673a\u6784\u5408\u4f5c\u65b9\u5f0f\uff0c\u5bf9\u5728\u5b66\u672f\u7814\u7a76\u3001\u653f\u7b56\u7814\u7a76\u3001\u6559\u80b2\u548c\u516c\u76ca\u5b9e\u8df5\u65b9\u9762\u83b7\u5f97\u91cd\u8981\u6210\u679c\u3001\u5177\u5907\u5b9e\u529b\u548c\u6f5c\u529b\u7684\u5b66\u672f\u7cbe\u82f1\u548c\u516c\u76ca\u7cbe\u82f1\uff0c\u8fdb\u884c\u8d44\u52a9\u548c\u5956\u52b1\uff0c\u8fdb\u800c\u8fbe\u5230\u63d0\u5347\u516c\u5171\u798f\u5229\u3001\u589e\u52a0\u516c\u4f17\u5229\u76ca\u3001\u4f20\u64ad\u516c\u76ca\u601d\u60f3\u7684\u76ee\u7684\u3002\u51ef\u98ce\u516c\u76ca\u57fa\u91d1\u4f1a\u7684\u6218\u7565\u5408\u4f5c\u4f19\u4f34\u5305\u62ec\u56fd\u5185\u5916\u9876\u5c16\u7684\u7efc\u5408\u6027\u5927\u5b66\u548c\u7814\u7a76\u673a\u6784\u3001\u4e13\u4e1a\u827a\u672f\u9662\u6821\u3001\u56fd\u5185\u5916\u4e00\u6d41\u7684NGO\u3002<\/span><\/o:p><\/p>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u5171\u521b\u673a\u6784<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u4e2d\u592e\u7f8e\u672f\u5b66\u9662\u8bbe\u8ba1\u5b66\u9662\u7cfb\u7edf\u8bbe\u8ba1\u65b9\u5411<\/span><\/strong><\/span>     <\/span>        <\/span><\/p>\n

CAFA SYSTEM DESIGN<\/span><\/o:p><\/p>\n

\u7cfb<\/span>\u7edf\u8bbe\u8ba1\u662f\u7814\u7a76\u5173\u8054\u7684\u590d\u6742\u8bbe\u8ba1\u8bae\u9898\u5982\u4f55\u5f62\u6210\u7cfb\u7edf\u6548\u5e94\u7684\u5b66\u79d1\u3002<\/span>\u7cfb\u7edf\u8bbe\u8ba1\u7684\u6559\u5b66\u5728\u601d\u7ef4\u65b9\u5f0f\u4e0a\uff0c\u6ce8\u91cd\u542f\u8499\u5b66\u751f\u4ece\u8fd8\u539f\u8bba\u548c\u673a\u68b0\u8bba\u7684\u8bbe\u8ba1\u601d\u7ef4\uff0c\u8f6c\u5411\u6574\u4f53\u8bba\u548c\u7cfb\u7edf\u8bba\u7684\u8bbe\u8ba1\u601d\u7ef4\uff1b<\/span>\u6ce8\u91cd\u5b9e\u9a8c\u63a2\u7d22\u65b0\u79d1\u6280\u3001\u65b0\u8303\u5f0f\u5728\u8bbe\u8ba1\u9886\u57df\u5f15\u53d1\u9769\u65b0\u7684\u673a\u4f1a\u3002<\/span>\u57f9\u517b\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u53c2\u6570\u5316\u8bbe\u8ba1\u3001\u7a7a\u95f4\u539f\u578b\u3001\u57ce\u5e02\u66f4\u65b0\u3001\u4ea7\u54c1\u8d8b\u52bf\u7b49\u5e7f\u4e49\u8bbe\u8ba1\u9886\u57df\u6709\u9769\u65b0\u7cbe\u795e\u3001\u521b\u4e1a\u6f5c\u529b\u7684\u8bbe\u8ba1\u4eba\u624d\u3002<\/span><\/p>\n

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

\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662<\/span><\/strong><\/span><\/o:p><\/h5>\n

\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u662f\u5fae\u8f6f\u516c\u53f8\u5728\u4e9a\u592a\u5730\u533a\u8bbe\u7acb\u7684\u7814\u7a76\u673a\u6784\uff0c\u81f4\u529b\u4e8e\u63a8\u52a8\u6574\u4e2a\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\u7684\u524d\u6cbf\u6280\u672f\u53d1\u5c55\uff0c\u5c06\u6700\u65b0\u7814\u7a76\u6210\u679c\u5feb\u901f\u8f6c\u5316\u5230\u5fae\u8f6f\u7684\u5173\u952e\u4ea7\u54c1\u4e2d\uff0c\u5e76\u4e14\u7740\u773c\u4e8e\u4e0b\u4e00\u4ee3\u9769\u547d\u6027\u6280\u672f\u7684\u7814\u7a76\uff0c\u52a9\u529b\u516c\u53f8\u5b9e\u73b0\u957f\u8fdc\u53d1\u5c55\u6218\u7565\u548c\u5bf9\u672a\u6765\u8ba1\u7b97\u7684\u7f8e\u597d\u6784\u60f3\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u767e\u56fe\u751f\u79d1<\/span><\/strong><\/span><\/o:p><\/h5>\n

\u767e\u56fe\u751f\u79d1(BioMap)\u662f\u751f\u7269\u8ba1\u7b97\u5f15\u64ce\u9a71\u52a8\u7684\u521b\u65b0\u836f\u7269\u7814\u53d1\u5e73\u53f0\uff0c\u7531\u767e\u5ea6\u521b\u59cb\u4eba\u674e\u5f66\u5b8f\u53d1\u8d77\u521b\u7acb\uff0c\u81f4\u529b\u4e8e\u5c06\u5148\u8fdbAI\u6280\u672f\u4e0e\u524d\u6cbf\u751f\u7269\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u6784\u5efa\u72ec\u7279\u7684\u9776\u70b9\u6316\u6398\u53ca\u836f\u7269\u8bbe\u8ba1\u80fd\u529b\uff0c\u5f00\u53d1\u521b\u65b0\u836f\u7269\uff0c\u9020\u798f\u4eba\u7c7b\u5065\u5eb7\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u6c34\u6728\u5206\u5b50<\/span><\/strong><\/span><\/o:p><\/h5>\n

\u5317\u4eac\u6c34\u6728\u5206\u5b50\u751f\u7269\u79d1\u6280\u6709\u9650\u516c\u53f8\u7531\u6e05\u534e\u5927\u5b66\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\uff08AIR\uff09\u5b75\u5316\uff0c\u81f4\u529b\u4e8e\u6784\u5efa\u751f\u7269\u533b\u836f\u884c\u4e1a\u57fa\u7840\u5927\u6a21\u578b\u53ca\u65b0\u4e00\u4ee3\u5bf9\u8bdd\u5f0f\u751f\u7269\u533b\u836f\u7814\u53d1\u52a9\u624b\u3002\u516c\u53f8\u4ea7\u54c1\u5c06\u670d\u52a1\u4e8e\u836f\u7269\u7814\u53d1\u5404\u73af\u8282\uff0c\u5305\u62ec\u65e9\u7814\u7acb\u9879\u3001\u9776\u70b9\u53d1\u73b0\u3001\u5206\u5b50\u8bbe\u8ba1\u4f18\u5316\u3001\u4e34\u5e8a\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u836f\u7269\u91cd\u5b9a\u4f4d\u7b49\uff0c\u4e13\u6ce8\u4e8e\u751f\u7269\u533b\u836f\u5782\u76f4\u884c\u4e1a\u5927\u6a21\u578b\u7684\u7814\u53d1\u4e0e\u5e94\u7528\u3002<\/span><\/o:p><\/p>\n

<\/o:p><\/p>\n

\u767e\u5ddd\u667a\u80fd<\/span><\/strong><\/span><\/o:p><\/p>\n

\u767e\u5ddd\u667a\u80fd\u6210\u7acb\u4e8e20<\/span>23\u5e744\u670810\u65e5\uff0c\u7531\u524d\u641c\u72d7\u516c\u53f8CEO\u738b\u5c0f\u5ddd\u521b\u7acb\u3002\u516c\u53f8\u4ee5\u5e2e\u52a9\u5927\u4f17\u8f7b\u677e\u3001\u666e\u60e0\u5730\u83b7\u53d6\u4e16\u754c\u77e5\u8bc6\u548c\u4e13\u4e1a\u670d\u52a1\u4e3a\u4f7f\u547d\uff0c\u81f4\u529b\u4e8e\u901a\u8fc7\u8bed\u8a00AI\u7684\u7a81\u7834\uff0c\u6784\u5efa\u4e2d\u56fd\u6700\u4f18\u79c0\u7684\u5927\u6a21\u578b\u5e95\u5ea7\u3002\u516c\u53f8\u6838\u5fc3\u56e2\u961f\u7531\u6765\u81ea\u641c\u72d7\u3001\u767e\u5ea6\u3001\u534e\u4e3a\u3001\u5fae\u8f6f\u3001\u5b57\u8282\u3001\u817e\u8baf\u7b49\u77e5\u540d\u79d1\u6280\u516c\u53f8\u7684AI\u9876\u5c16\u4eba\u624d\u7ec4\u6210\u3002\u5df2\u53d1\u5e03Baichuan-7B\u3001Baichuan-13B\u3001Baichuan-53b\u4e09\u6b3e\u5927\u6a21\u578b\u3002\u5176\u4e2d\u4e24\u6b3e\u5f00\u6e90\u53ef\u514d\u8d39\u5546\u7528\u5927\u6a21\u578b\uff0c\u5728\u591a\u4e2a\u6743\u5a01\u8bc4\u6d4b\u699c\u5355\u5747\u540d\u5217\u524d\u8305\uff0c\u4e0b\u8f7d\u91cf\u7a81\u7834\u4e09\u767e\u4e07\u3002<\/span><\/span><\/span><\/p>\n

<\/o:p><\/p>\n

\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4<\/span><\/strong><\/span><\/o:p><\/p>\n

\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u662f\u6211\u56fd\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u65b0\u578b\u79d1\u7814\u673a\u6784\uff0c\u5f00\u5c55\u6218\u7565\u6027\u3001\u539f\u521b\u6027\u3001\u524d\u77bb\u6027\u7684\u79d1\u5b66\u7814\u7a76\u4e0e\u6280\u672f\u653b\u5173\uff0c\u7a81\u7834\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u57fa\u7840\u7406\u8bba\u548c\u5173\u952e\u6838\u5fc3\u6280\u672f\uff0c\u6253\u9020\u201c\u7a81\u7834\u578b\u3001\u5f15\u9886\u578b\u3001\u5e73\u53f0\u578b\u201d\u4e00\u4f53\u5316\u7684\u5927\u578b\u7efc\u5408\u6027\u7814\u7a76\u57fa\u5730\uff0c\u652f\u6491\u6211\u56fd\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u5b9e\u73b0\u8de8\u8d8a\u5f0f\u53d1\u5c55\uff0c\u76ee\u6807\u5efa\u6210\u56fd\u9645\u4e00\u6d41\u7684\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff0c\u6210\u4e3a\u4eab\u8a89\u5168\u7403\u7684\u4eba\u5de5\u667a\u80fd\u539f\u521b\u7406\u8bba\u548c\u6280\u672f\u7684\u7b56\u6e90\u5730\u3002<\/span><\/p>\n

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

\u9006\u71b5\u793e<\/span><\/strong><\/span><\/o:p><\/p>\n

\u9006\u71b5\u793e\u662f\u4e00\u4e2a\u7531\u672c\u79d1\u751f\u4e0e\u9ad8\u4e2d\u751f\u81ea\u53d1\u5efa\u7acb\u7684\u975e\u8425\u5229\u7ec4\u7ec7\uff0c\u65e8\u5728\u901a\u8fc7\u4ea4\u6d41\u8ba8\u8bba\u3001\u7ec4\u7ec7\u6d3b\u52a8\u3001\u5bf9\u63a5\u8d44\u6e90\u7b49\u65b9\u5f0f\uff0c\u4e3a\u9752\u5e74\u4eba\u4eec\u63d0\u4f9b\u5728\u8fd9\u4e2a\u79d1\u6280\u4e0e\u793e\u4f1a\u98de\u901f\u53d8\u9769\u7684\u65f6\u4ee3\u4e0b\u6240\u9700\u7684\u590d\u6742\u6027\u601d\u7ef4\uff0c\u53ca\u73b0\u6709\u6559\u80b2\u4f53\u7cfb\u672a\u80fd\u63d0\u4f9b\u7684\u77e5\u8bc6\u3001\u673a\u4f1a\u548c\u5e73\u53f0\uff0c\u5e2e\u52a9\u6210\u5458\u4eec\u66f4\u597d\u5730\u5728\u8fd9\u4e2a\u65f6\u4ee3\u4e0b\u6210\u957f\u3001\u53d1\u5c55\u3002<\/span><\/p>\n

<\/o:p><\/p>\n

\u4e2d\u5173\u6751\u58f9\u53f7<\/span><\/strong><\/span><\/p>\n

\u4e2d\u5173\u6751\u58f9\u53f7\u662f\u5317\u4eac\u5e02\u91cd\u70b9\u9879\u76ee\uff0c\u7531\u5b9e\u521b\u4ebf\u8fbe\u4e3b\u4f53\u8fd0\u8425\u3001\u4e2d\u5173\u6751\u79d1\u5b66\u57ce\u5317\u533a\u5730\u6807\u56ed\u533a\uff0c \u4f4d\u4e8e\u5317\u4eac\u81ea\u7531\u8d38\u6613\u8bd5\u9a8c\u533a\u79d1\u6280\u521b\u65b0\u7247\u533a\u4e2d\u5fc3\u533a\u57df\u3002\u4e2d\u5173\u6751\u58f9\u53f7\u5165\u9a7b\u529e\u516c\u4f01\u4e1a 150 \u4f59\u5bb6\uff0c\u4e3b\u8981\u805a\u7126\u5728\u4eba\u5de5\u667a\u80fd\u3001\u5546\u4e1a\u822a\u5929\u3001\u91d1\u878d\u79d1\u6280\u7b49\u786c\u79d1\u6280\u9886\u57df\u30022022 \u5e74\u56ed\u533a\u4e0a\u5e02\u4f01\u4e1a\u7ea6 7%\uff0c\u72ec\u89d2\u517d\u4f01\u4e1a\u5360\u6bd4 10%\uff0c\u9ad8\u65b0\u6280\u672f\u4f01\u4e1a\u5360\u6bd4\u8d85 70%\uff0c\u4e13\u7cbe\u7279\u65b0\u4f01\u4e1a\u5360\u6bd4\u7ea6 20%\uff0c\u56ed\u533a\u4f01\u4e1a\u77e5\u8bc6\u4ea7\u6743\u6570\u91cf\u8fd1\u4e07\u4ef6\u3002\u56ed\u533a\u603b\u4ea7\u503c\u8fbe\u5230 220 \u591a\u4ebf\u5143\uff0c\u4f01\u4e1a\u7814\u53d1\u6295\u5165\u5360\u6536\u5165\u603b\u989d\u7684\u4e8c\u5206\u4e4b\u4e00\u4ee5\u4e0a<\/span><\/o:p><\/p>\n


<\/p>\n

\n
\n
\n

<\/section>\n

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

\u96c6\u667a\u4ff1\u4e50\u90e8\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

\u8bfb\u4e66\u4f1a\u662f\u5b9e\u8df5\u7528\u590d\u6742\u79d1\u5b66\u65b9\u6cd5\u7814\u8ba8\u590d\u6742\u79d1\u5b66\u95ee\u9898\u7684\u6a21\u5f0f\u3002<\/span><\/o:p><\/p>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u8bfb\u4e66\u4f1a\u662f\u9762\u5411\u5e7f\u5927\u79d1\u7814\u5de5\u4f5c\u8005\u7684\u7cfb\u5217\u8bba\u6587\u7814\u8bfb\u6d3b\u52a8\uff0c\u5176\u76ee\u7684\u662f\u9488\u5bf9\u5404\u4e2a\u590d\u6742\u79d1\u5b66\u524d\u6cbf\u65b9\u5411\uff0c\u7ec4\u7ec7\u6df1\u5165\u63a2\u8ba8\u76f8\u5173\u79d1\u5b66\u8bae\u9898\uff0c\u6784\u5efa\u4e3b\u9898\u5b66\u672f\u793e\u533a\uff0c\u63d0\u9ad8\u79d1\u7814\u4fe1\u606f\u5339\u914d\u6548\u7387\uff0c\u4fc3\u8fdb\u8de8\u5b66\u79d1\u4ea4\u6d41\u4e0e\u5408\u4f5c\u3002<\/span><\/o:p><\/p>\n

\u8bfb\u4e66\u4f1a\u6d3b\u52a8\u59cb\u4e8e 2008 \u5e74\uff0c\u7ebf\u4e0a\u7ebf\u4e0b\u7ed3\u5408\u7684\u5f62\u5f0f\uff0c\u81f3\u4eca\u5df2\u7ecf\u6709 40 \u4f59\u4e2a\u4e3b\u9898\uff0c\u5185\u5bb9\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\u3001\u4eba\u5de5\u667a\u80fd\u3001\u8111\u4e0e\u610f\u8bc6\u3001\u751f\u547d\u79d1\u5b66\u3001\u56e0\u679c\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u3002\u51dd\u805a\u4e86\u4f17\u591a\u4f18\u79c0\u79d1\u7814\u5de5\u4f5c\u8005\uff0c\u4fc3\u8fdb\u4e86\u79d1\u7814\u5408\u4f5c\u53d1\u8868\u8bba\u6587\uff0c\u5b75\u5316\u4e86\u8bb8\u591a\u79d1\u7814\u4ea7\u54c1\u3002<\/span><\/o:p><\/p>\n

<\/span><\/a><\/o:p><\/p>\n

\u200d<\/span><\/span><\/a>\u200d<\/span><\/o:p><\/p>\n

<\/span><\/a><\/o:p><\/p>\n


<\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u96c6\u667a20\u5468\u5e74\u5b66\u672f\u5e74\u4f1a<\/span><\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5eff\u5e74\u6d69\u6d69\uff0c\u590f\u5f80\u79cb\u751f\u3002 \u81ea\u6210\u7acb\u4e4b\u521d\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u5c31\u59cb\u7ec8\u63a2\u7d22\u7740\u5b87\u5b99\u4ece\u4f55\u800c\u6765\u3001\u751f\u547d\u600e\u6837\u6f14\u53d8\u3001\u667a\u80fd\u4f55\u4ee5\u6d8c\u73b0\u3001\u79e9\u5e8f\u5982\u4f55\u8d77\u6e90\u7b49\u590d\u6742\u4e16\u754c\u7684\u672c\u6e90\u95ee\u9898\u3002\u4ee5\u5927\u6a21\u578b\u4e3a\u4ee3\u8868\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7206\u53d1\uff0c\u6b63\u5728\u6380\u8d77\u4ece\u79d1\u5b66\u8303\u5f0f\u5230\u751f\u4ea7\u65b9\u5f0f\u7684\u65b0\u9769\u547d\u3002\u4eba\u7c7b\u8ddd\u79bb\u63ed\u79d8\u667a\u80fd\u7684\u672c\u8d28\u66f4\u8fd1\u4e00\u6b65\uff0c\u8ddd\u79bb\u660e\u6697\u4ea4\u7ec7\u7684\u5947\u70b9\u65f6\u523b\u4ea6\u8fd1\u4e00\u6b65\u3002 8\u670826\u65e5\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u4e0e\u817e\u8baf\u7814…<\/p>\n","protected":false},"author":0,"featured_media":44632,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/44676"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=44676"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/44676\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/44632"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=44676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=44676"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=44676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}