{"id":2390,"date":"2023-03-29T07:23:52","date_gmt":"2023-03-28T23:23:52","guid":{"rendered":"https:\/\/www.shuizilong.com\/house\/?p=2390"},"modified":"2023-04-05T15:52:41","modified_gmt":"2023-04-05T07:52:41","slug":"shlug-monthly-afterstory-1","status":"publish","type":"post","link":"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/","title":{"rendered":"\u540e\u65e5\u8c08\uff0cSHLUG \u6708\u5ea6\u5206\u4eab\uff08\u4e0a\uff09"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69e4893e1c9a4\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" 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href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E6%9C%89%E7%94%9F%E4%B9%8B%E5%B9%B4%E7%B3%BB%E5%88%97_%E2%80%94%E2%80%94_%E5%BE%85%E5%A1%AB%E4%B9%8B%E5%9D%91%E5%A4%A7%E7%9B%98%E7%82%B9\" title=\"\u6709\u751f\u4e4b\u5e74\u7cfb\u5217 \u2014\u2014 \u5f85\u586b\u4e4b\u5751\u5927\u76d8\u70b9\">\u6709\u751f\u4e4b\u5e74\u7cfb\u5217 \u2014\u2014 \u5f85\u586b\u4e4b\u5751\u5927\u76d8\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%B1%B9%E7%AB%8B%E4%BA%8E%E5%A4%A7%E5%9C%B0%E4%B9%8B%E4%B8%8A\" title=\"\u5f3a\u4eba\u5de5\u667a\u80fd\u5c79\u7acb\u4e8e\u5927\u5730\u4e4b\u4e0a\">\u5f3a\u4eba\u5de5\u667a\u80fd\u5c79\u7acb\u4e8e\u5927\u5730\u4e4b\u4e0a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E9%87%8F%E5%8F%98%E5%88%B0%E8%B4%A8%E5%8F%98\" title=\"\u91cf\u53d8\u5230\u8d28\u53d8\">\u91cf\u53d8\u5230\u8d28\u53d8<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#Google_%E5%9C%A8%E5%B9%B2%E5%98%9B%EF%BC%9F\" title=\"Google \u5728\u5e72\u561b\uff1f\">Google \u5728\u5e72\u561b\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E7%A5%9E%E5%A5%87%E7%9A%84%E8%90%A8%E6%8F%90%E4%BA%9A\" title=\"\u795e\u5947\u7684\u8428\u63d0\u4e9a\">\u795e\u5947\u7684\u8428\u63d0\u4e9a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E5%86%9B%E5%A4%87%E7%AB%9E%E8%B5%9B%E4%B8%8E%E6%A0%B8%E4%B8%8D%E6%89%A9%E6%95%A3%E6%9D%A1%E7%BA%A6\" title=\"\u519b\u5907\u7ade\u8d5b\u4e0e\u6838\u4e0d\u6269\u6563\u6761\u7ea6\">\u519b\u5907\u7ade\u8d5b\u4e0e\u6838\u4e0d\u6269\u6563\u6761\u7ea6<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E6%A0%B8%E4%B8%8D%E6%89%A9%E6%95%A3%E6%9D%A1%E7%BA%A6\" title=\"\u6838\u4e0d\u6269\u6563\u6761\u7ea6\">\u6838\u4e0d\u6269\u6563\u6761\u7ea6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E5%A4%A7%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E6%97%B6%E4%BB%A3%E7%9A%84%E7%BA%BA%E7%BB%87%E5%A5%B3%E5%B7%A5\" title=\"\u5927\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u7eba\u7ec7\u5973\u5de5\">\u5927\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u7eba\u7ec7\u5973\u5de5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E4%BA%BA%E6%9C%BA%E5%8D%8F%E4%BD%9C\" title=\"\u4eba\u673a\u534f\u4f5c\">\u4eba\u673a\u534f\u4f5c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E4%B8%80%E4%BA%BA%E6%88%90%E5%86%9B\" title=\"\u4e00\u4eba\u6210\u519b\">\u4e00\u4eba\u6210\u519b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%B8%8E%E8%B5%9B%E5%8D%9A%E6%9C%8B%E5%85%8B\" title=\"\u5f3a\u4eba\u5de5\u667a\u80fd\u4e0e\u8d5b\u535a\u670b\u514b\">\u5f3a\u4eba\u5de5\u667a\u80fd\u4e0e\u8d5b\u535a\u670b\u514b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E3%80%8A%E5%BA%95%E7%89%B9%E5%BE%8B%E5%8F%98%E4%BA%BA%E3%80%8B\" title=\"\u300a\u5e95\u7279\u5f8b\u53d8\u4eba\u300b\">\u300a\u5e95\u7279\u5f8b\u53d8\u4eba\u300b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E3%80%8A%E6%98%9F%E4%B9%8B%E6%A2%A6%E3%80%8B\" title=\"\u300a\u661f\u4e4b\u68a6\u300b\">\u300a\u661f\u4e4b\u68a6\u300b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E9%99%8D%E4%B8%B4%E6%B4%BE%E3%80%81%E6%8B%9C_AI_%E6%95%99%E4%B8%8E%E4%BA%BA%E6%9C%BA%E8%81%94%E5%90%88%E4%BD%93\" title=\"\u964d\u4e34\u6d3e\u3001\u62dc AI \u6559\u4e0e\u4eba\u673a\u8054\u5408\u4f53\">\u964d\u4e34\u6d3e\u3001\u62dc AI \u6559\u4e0e\u4eba\u673a\u8054\u5408\u4f53<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/#%E7%BB%93%E8%AE%BA\" title=\"\u7ed3\u8bba\">\u7ed3\u8bba<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><a href=\"http:\/\/www.shlug.org\/monthly\/2023\/03\/26\/monthly-photo.html\">\u4e0a\u5468\u975e\u5e38\u5f00\u5fc3\u7684\u53c2\u52a0\u4e86 SHLUG Monthly \u7684\u6708\u5ea6\u5206\u4eab<\/a>\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.bilibili.com\/video\/BV1bs4y1S72s\">P1<\/a> | <a href=\"https:\/\/www.bilibili.com\/video\/BV15M411g7PF\">P2<\/a><\/li>\n<\/ul>\n<p>\u6211\u5df2\u7ecf\u5fd8\u8bb0\u4e0a\u6b21\u51fa\u95e8\u662f\u4ec0\u4e48\u65f6\u5019\u4e86\u3002\u3002\u518d\u4e00\u6b21\u89c1\u5230\u8fd9\u4e48\u591a\u670b\u53cb\u4e8e\u6211\u6765\u8bf4\u4e5f\u662f\u975e\u5e38\u6fc0\u52a8\u7684\u3002\u3002<br \/>\n\uff08\u5f53\u7136\u8fd9\u597d\u50cf\u8fd9\u4e2a\u6d3b\u52a8\u4e5f\u662f\u521a\u521a\u6062\u590d\u7684\uff0c\u4e4b\u524d\u56e0\u4e3a\u5c01\u63a7\u3002\u3002\u8fde Hacking Thrusday \u90fd\u8f6c\u79fb\u5230\u7ebf\u4e0a\u53bb\u4e86\u3002\u3002\u3002\uff09<\/p>\n<p>\u9996\u5148\u672c\u6765\u7684 slide \u5e94\u8be5\u662f\u5177\u4f53\u7684\u63a8\u9500\u6211\u73b0\u5728\u5728\u586b\u7684\u90a3\u4e2a\u6e38\u620f\u3002\u3002\u3002\u4e5f\u5c31\u662f\u3002\u3002\u300a\u6728\u6876\u996d\u59b9\u6296\u884c\u52a8\u300b\u3002\u3002<br \/>\n\u987a\u4fbf\u8bb2\u89e3\u4e00\u4e0b\u6574\u4e2a\u6280\u672f\u6808\uff08\u5f00\u6e90\uff09\u3002\u3002\u4ee5\u53ca\u6211\u662f\u600e\u4e48\u51fa\u56fe\u7684\u3002\u3002<br \/>\n\u4f46\u662f\u524d\u6bb5\u65f6\u95f4\u4e00\u4e2a\u662f\u5199\u5267\u672c\u628a\u81ea\u5df1\u5199\u51fa\u4e86\u5185\u4f24\u3002\u3002\uff08\u6bd5\u7adf\u662f mtf \u4e3b\u9898\u7684\u3002\u3002\u7ed3\u679c\u73b0\u5728 <a href=\"https:\/\/www.bilibili.com\/video\/BV1Vh411V7tb\/\">\u88ab\u5c0f\u5ddd\u540c\u5b66\u964d\u7ef4\u6253\u51fb\u4e86<\/a>\u3002\u3002\u3002\uff09\u3002\u3002<br \/>\n\u5176\u4e8c\u662f AI \u5728\u8fd9\u4e2a\u6708\u786e\u5b9e\u6709\u70b9\u8ba9\u4eba\u5e94\u63a5\u4e0d\u6687\u7684\u610f\u601d\u3002\u3002<br \/>\n\u6240\u4ee5\u6700\u540e\u7684 slide \u66f4\u591a\u7684\u597d\u50cf\u53d8\u6210\u5173\u4e8e AI \u7684\u8ba8\u8bba\u4e86\u3002\u3002<\/p>\n<p>\u5f53\u7136\u73b0\u5728\u4f60\u5728\u4efb\u4f55\u5730\u65b9\u90fd\u80fd\u770b\u5230 AI \u7684\u8ba8\u8bba\u3002\u3002\u6211\u89c9\u5f97\u8fd9\u5c31\u662f\u6280\u672f\u5947\u70b9\u8be5\u6709\u7684\u6837\u5b50\u3002\u3002\u3002<br \/>\n\u4f5c\u4e3a\u65b0\u65f6\u4ee3\u7684\u7eba\u7ec7\u5973\u5de5\u3002\u3002\u4e3a\u4e86\u4e0d\u88ab\u6dd8\u6c70\u3002\u3002\u4e86\u89e3\u76f8\u5173\u7684\u77e5\u8bc6\u662f\u5341\u5206\u5fc5\u8981\u7684\u3002\u3002\u3002<br \/>\n\u800c\u4e14\u53ef\u80fd\u8fd9\u4e2a\u9636\u6bb5 NLP \u7814\u7a76\u4eba\u5458\u4e5f\u672a\u5fc5\u5c31\u80fd\u6bd4\u4f60\u61c2\u5f88\u591a\u3002\u3002\uff08\u5f88\u591a\u91cd\u8981\u7684\u95ee\u9898\u4f9d\u7136\u662f\u7384\u5b66\u548c open problem\uff09\u3002\u3002<\/p>\n<p>\u9996\u5148\u3002\u3002\u53bb\u5e74 novelai leak \u51fa\u53bb\u7684\u65f6\u5019\u3002\u3002\u4e8e\u6211\u6765\u8bf4\u662f\u975e\u5e38\u5174\u594b\u7684\u3002\u3002\u3002<br \/>\n\u518d\u52a0\u4e0a\u56fd\u5185\u53d1\u751f\u7684\u79cd\u79cd\u4e8b\u60c5\u3002\u3002\u8ba9\u6211\u5bf9\u672a\u6765\u53c8\u91cd\u65b0\u71c3\u8d77\u4e86\u5e0c\u671b\u3002\u3002\u3002\uff08\u4e8e\u662f\u628a\u5934\u50cf\u53c8\u4ece\u9ed1\u767d\u53d8\u6210\u5f69\u8272\u4e86\u3002\uff09<br \/>\n\uff08\u5f53\u7136\u6700\u540e\u80fd\u89e3\u5c01\u7684\u90a3\u4e48\u5feb\u3002\u3002\u54c8\u54c8\u3002\u3002\u3002\u4eff\u4f5b\u4e00\u5207\u90fd\u672a\u66fe\u53d1\u751f\u3002\u3002\u5927\u5bb6\u5c31\u50cf\u662f\u4e00\u4e2a\u53ea\u6709 256 token \u7684 AI\u3002\u3002\u3002\u3002\u3002\u8fd8\u662f\u6781\u5927\u7684\u51fa\u4e4e\u6211\u7684\u9884\u6599\u7684\u3002\u3002\uff09<\/p>\n<p>novelai \u7684 leak \u5728\u6211\u770b\u6765\u5c31\u662f\u76d7\u706b\u7684\u666e\u7f57\u7c73\u4fee\u65af\u3002\u3002\u3002<br \/>\n\u679c\u4e0d\u5176\u7136\u3002\u3002\u3002AI \u7ed8\u56fe\uff08\u7279\u522b\u662f\u5f00\u6e90\u7684\uff0c\u6c11\u7528\u7684\u3002\u3002\uff09\u518d\u63a5\u4e0b\u6765\u7684\u6570\u4e2a\u6708\u5185\u7a81\u98de\u731b\u8fdb\u3002\u65e5\u65b0\u6708\u5f02\u3002\u3002<br \/>\n\u5df2\u7ecf\u53ef\u4ee5\u8fdb\u5165\u751f\u4ea7\u9636\u6bb5\u4e86\u3002\u3002\u3002\u4ee5\u6467\u67af\u62c9\u673d\u4e4b\u52bf&#8230; \u5f00\u59cb\u5f71\u54cd\u5404\u79cd\u753b\u5e08\u3001\u7f8e\u5de5\u7684\u5de5\u4f5c\u4e86\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/twitter.com\/zjh4453\/status\/1640987921397305345\">https:\/\/twitter.com\/zjh4453\/status\/1640987921397305345<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/DashHuang\/status\/1631155771714211841\">https:\/\/twitter.com\/DashHuang\/status\/1631155771714211841<\/a><\/li>\n<\/ul>\n<p>&#8230;<br \/>\n\u7ed3\u679c\u8fd9\u8fd8\u4ec5\u4ec5\u53ea\u662f\u5f00\u59cb\u3002\u3002\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%9C%89%E7%94%9F%E4%B9%8B%E5%B9%B4%E7%B3%BB%E5%88%97_%E2%80%94%E2%80%94_%E5%BE%85%E5%A1%AB%E4%B9%8B%E5%9D%91%E5%A4%A7%E7%9B%98%E7%82%B9\"><\/span>\u6709\u751f\u4e4b\u5e74\u7cfb\u5217 \u2014\u2014 \u5f85\u586b\u4e4b\u5751\u5927\u76d8\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5f53\u7136\u5728\u8fc7\u53bb\u7684\u4e00\u4e2a\u6708\u91cc\u53d1\u751f\u4e86\u5f88\u591a\u795e\u5947\u7684\u4e8b\u3002\u3002\u3002\u6bd4\u5982\u91cf\u5b50\u9a6c\u8001\u677f\u548c\u963f\u91cc\u5927\u62c6\u5206\uff0c\u7845\u8c37\u94f6\u884c\u7834\u4ea7\u53ca\u4e4b\u540e\u7684\u4e00\u7cfb\u5217\u8fde\u9501\u53cd\u5e94\u3002\u3002\u53c8\u6216\u8005\u7f8e\u5e1d\u5bf9 TikTok \u7684\u5c01\u9501\u3002\u3002\u4f46\u8fd9\u4e9b\u4e8b\u60c5\u8fdc\u8fdc\u90fd\u4e0d\u53ca GPT-4 \u7684\u5f71\u54cd\u66f4\u5927\u3002\u3002\u6bd5\u7adf\u524d\u9762\u8fd9\u4e9b\u4e8b\u60c5\u3002\u3002\u548c\u6211\u53c8\u6709\u4ec0\u4e48\u5173\u7cfb\u5462\u3002\u3002\u3002<\/p>\n<p>\u4f46\u662f\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u3002\u3002\u8fd9\u6b21\u786e\u5b9e\u6e05\u6e05\u6670\u6670\u7684\u770b\u5230\u4e86\u3002\u3002\u5c31\u50cf\u662f\u4fdd\u7f57\u683c\u96f7\u5384\u59c6\u5728\u300a\u9ed1\u5ba2\u4e0e\u753b\u5bb6\u300b\u91cc\u6240\u8bf4\u7684\u90a3\u6837\uff0c\u56e0\u4e3a startup \u8ba9\u6bcf\u4e2a\u4eba\u90fd\u66f4\u5bcc\u6709\u3002\u3002\u751f\u4ea7\u529b\u53d8\u5f97\u66f4\u5f3a\u4e86\u3002\u3002\u3002<\/p>\n<p>\u800c\u300a\u6728\u6296\u884c\u52a8\u300b\u6700\u521d\u7684\u76ee\u7684\u3002\u3002\u4e5f\u662f\u4e3a\u4e86 <a href=\"https:\/\/user.qzone.qq.com\/251815992\/blog\/1677614216\">\u9a8c\u8bc1\u8fd9\u4ef6\u4e8b\u60c5<\/a>\u3002\u3002\u56e0\u6b64\u8bbe\u8ba1\u6210\u4e86\u597d\u591a\u4eba\u7269\u7684\u7fa4\u50cf\u5267\u3002\u3002<br \/>\n\u6bd4\u5982\uff0c\u8fd9\u6837\u5c31\u4f1a\u6709\u8bb8\u591a\u4eba\u4e00\u8d77\u5408\u5f71\u8fd9\u6837\u7684 CG\u3002\u3002\u3002\u5c31\u975e\u5e38\u9002\u5408\u6765\u7ec3\u4e60 Advanced AI \u753b\u56fe\u3002\u3002\u3002<\/p>\n<p><a href=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1.jpg\"><img decoding=\"async\" data-attachment-id=\"2399\" data-permalink=\"https:\/\/www.shuizilong.com\/house\/archives\/shlug-monthly-afterstory-1\/1-13\/\" data-orig-file=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1.jpg\" data-orig-size=\"1280,720\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1-300x169.jpg\" data-large-file=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1-1024x576.jpg\" src=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1.jpg\" alt=\"\" width=\"640\" class=\"aligncenter size-full wp-image-2399\" srcset=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1.jpg 1280w, https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1-300x169.jpg 300w, https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1-1024x576.jpg 1024w, https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/1-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/a><\/p>\n<p>\u6bd4\u5982\u8fd9\u6837\u7684\u56db\u4eba\u5408\u5f71\u3002\u3002\u3002\uff08\u4f46\u662f\u4e8b\u5b9e\u8bc1\u660e\uff0c\u6211\u663e\u7136\u8fd8\u662f\u62ff\u634f\u4e0d\u4e86\u8fd9\u6837\u590d\u6742\u7684\u5267\u60c5\u7684\u3002\u3002\u3002\u5199\u5230\u79cb\u53f6\u539f\u7bc7\u5c31\u5199\u4e0d\u4e0b\u53bb\u4e86\u56e7\u3002\u3002\u3002\uff09<\/p>\n<p>\u52a0\u4e0a\u300a\u6728\u6296\u884c\u52a8\u300b\u3002\u3002\u6211\u4f3c\u4e4e\u73b0\u5728\u4e00\u5171\u6709\u4e94\u4e2a\u5267\u672c\u5728\u586b\u3002\u3002\u3002<\/p>\n<p>1.\u300a\u6d77\u4e4b\u6b4c\u300b\uff0c\u4e00\u4e2a\u5305\u542b roguelike \u548c \u7f8e\u5c11\u5973\u68a6\u5de5\u5382 \u8981\u7d20\u7684\u8f7b\u767e\u5408\u5267\u3002\u3002\u4e3b\u65e8\u662f\u4f20\u8fbe\u4e3b\u89d2\u5728\u5931\u5374\u529b\u91cf\u4e4b\u540e\u3002\u3002\u5982\u4f55\u5728\u59ec\u53cb\u65e0\u5fae\u4e0d\u81f3\u7684\u9f13\u52b1\u548c\u5475\u62a4\u4e0b\u8fdb\u884c\u590d\u5065\u8fd0\u52a8\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/lychees\/Song-of-the-Sea\">https:\/\/github.com\/lychees\/Song-of-the-Sea<\/a><\/li>\n<\/ul>\n<p>2.\u300a\u7ea2\u9f99\u300b\uff0c\u63cf\u8ff0\u4e00\u4e2a\u88ab\u6536\u7559\u7684\u9f99\u4e4b\u672b\u88d4\u5c11\u5973\u539f\u672c\u5728\u4e61\u95f4\u79cd\u7530\uff0c\u5728\u6218\u706b\u4e4b\u4e2d\u89c9\u9192\u81ea\u5df1\u65e0\u6cd5\u638c\u63a7\u7684\u529b\u91cf\u4e4b\u540e\uff0c\u5982\u4f55\u9762\u5bf9\u5404\u79cd\u6289\u62e9\u7684\u6545\u4e8b\uff0c\u548c\u4e0a\u9762\u7684\u6545\u4e8b\u4e92\u4e3a\u59ca\u59b9\u7bc7\u3002\u3002\u4e00\u4e2a\u662f\u7a81\u7136\u5931\u5374\u529b\u91cf\u3002\u3002\u4e00\u4e2a\u662f\u7a81\u7136\u83b7\u5f97\u529b\u91cf\u3002\u3002<\/p>\n<p>3.\u300a\u6728\u6876\u996d\u59b9\u6296\u884c\u52a8\u300b\uff0c\u4e00\u4e2a\u6a21\u4eff\u300a\u8d5b\u535a\u670b\u514b\u9152\u4fdd\u884c\u52a8\u300b\uff0c\u4f46\u662f\u4e3b\u89d2\u662f mtf \u7684\u77ed\u7bc7\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/lychees\/mtf-meido-action\">https:\/\/github.com\/lychees\/mtf-meido-action<\/a><\/li>\n<\/ul>\n<p>4.\u300a\u4f0a\u838e\u8d1d\u62c9\u7684\u5947\u5e7b\u5386\u9669\u300b\uff0c\u4e00\u4e2a\u81f4\u656c\u300a\u5927\u822a\u6d77\u65f6\u4ee3\u300b\u7cfb\u5217\u7684\uff0c\u62e5\u6709\u8d85\u5927\u53ef\u63a2\u7d22\u5730\u56fe\u548c\u968f\u673a\u751f\u6210\u6d77\u57df\u7684\u5192\u9669\u6e38\u620f<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/lychees\/GameCreator-x-UW2\">https:\/\/github.com\/lychees\/GameCreator-x-UW2<\/a><\/li>\n<li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/397467287\">\u4f0a\u838e\u8d1d\u62c9\u7684\u5947\u5e7b\u5386\u9669<\/a><\/li>\n<\/ul>\n<p>5.\u300a\u5929\u624d ACM \u5c11\u5973\u300b\uff0c\u4e00\u4e2a\u5229\u7528\u7b97\u6cd5\u89e3\u9898\u63a8\u8fdb\u5267\u60c5\u7684\u5c11\u5e74\u6f2b\u98ce\u683c\u7684 galgame\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/remi-guan\/saki-project\">https:\/\/github.com\/remi-guan\/saki-project<\/a><\/li>\n<li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/380657969\">\u5929\u624d\u7b97\u6cd5\u5c11\u5973 \u2014\u2014 \u6838\u5fc3\u73a9\u6cd5\u7bc7<\/a><\/li>\n<li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/380072238\">\u5929\u624d\u7b97\u6cd5\u5c11\u5973 \u2014\u2014 \u7acb\u7ed8\u7bc7<\/a> <\/li>\n<li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/416374399\">\u5929\u624d\u7b97\u6cd5\u5c11\u5973 \u2014\u2014 \u751f\u6210\u51fd\u6570\u7bc7\uff08WIP\uff09<\/a> <\/li>\n<\/ul>\n<p>\u6240\u6709\u8fd9\u4e9b\u5267\u672c\u5176\u5b9e\u6700\u5927\u7684\u74f6\u9888\u4e8e\u6211\u6765\u8bf4\u3002\u3002\u4e3b\u8981\u662f\u753b\u56fe\u3002\u3002\u3002\u3002\u3002\u3002<br \/>\n\u4e3a\u6b64\u6211\u751a\u81f3\u9ad8\u4e09\u9636\u6bb5\u5b66\u4e86\u534a\u5e74\u7684\u753b\u753b\u3002\u3002\u3002\u7ed3\u679c\u8fd8\u662f\u6ca1\u80fd\u753b\u7684\u5f88\u597d\u3002\u3002\u3002<br \/>\n\u4f46\u662f\u73b0\u5728\u770b\u6765\u8fd9\u4e9b\u77e5\u8bc6\u5c45\u7136\u795e\u5947\u7684\u6d3e\u4e0a\u7528\u573a\u4e86\u3002\u3002\u3002<\/p>\n<p>\u603b\u4e4b\u6211\u73b0\u5728\u8fd8\u662f\u975e\u5e38\u6709\u4fe1\u5fc3\u53ef\u4ee5\u51ed\u501f\u4e00\u5df1\u4e4b\u529b\u628a\u4e0a\u9762\u7684\u5751\u5168\u90e8\u586b\u5b8c\u7684\uff01\uff01\uff01<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%B1%B9%E7%AB%8B%E4%BA%8E%E5%A4%A7%E5%9C%B0%E4%B9%8B%E4%B8%8A\"><\/span>\u5f3a\u4eba\u5de5\u667a\u80fd\u5c79\u7acb\u4e8e\u5927\u5730\u4e4b\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5173\u4e8e\u8fd9\u4e2a\u8bdd\u9898\u76ee\u524d\u6700\u8be6\u7ec6\u7684\u4e00\u7bc7\u6587\u7ae0\u3002\u3002\u3002\u6211\u731c\u5e94\u8be5\u8fd8\u662f\u8fd9\u7bc7 report\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2303.12712\">Sparks of Artificial General Intelligence: Early experiments with GPT-4<\/a> <a href=\"https:\/\/www.shuizilong.com\/house\/wp-content\/uploads\/2023\/03\/%5B%E4%B8%AD%E6%96%87%5DSparks%20of%20Artificial%20General%20Intelligence_Early%20experiments%20with%20GPT-4.pdf\"> \uff5c\uff08\u4e2d\u6587\u7248\uff09<\/a> | <a href=\"https:\/\/orangeblog.notion.site\/GPT-4-AGI-8fc50010291d47efb92cbbd668c8c893\">\uff08\u4e2d\u6587\u7cbe\u7b80\u7248\uff09<\/a><\/li>\n<\/ul>\n<p>TL;DR: \u6211\u89c9\u5f97\u8fd9\u7bc7 report \u6240\u6709\u5f15\u8ff0\u7684\u4f8b\u5b50\u53ea\u4e3a\u8bc1\u660e\u4e00\u4ef6\u4e8b\uff0c\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u5df2\u7ecf\u6765\u4e34\u3002<br \/>\n\u5c3d\u7ba1\u5bf9\u6b64\u4f9d\u7136\u5b58\u5728\u4e89\u8bae\uff08\u4e54\u59c6\u65af\u57fa\uff09\uff08Lecun\uff09\uff0c\u800c\u4e14\u5176\u5b9e\u6700\u521d\u7684\u56fe\u7075\u6d4b\u8bd5\u8bbe\u8ba1\u4e4b\u521d\uff0c\u4e5f\u662f\u5728\u8bd5\u56fe\u7ed5\u8fc7\u90a3\u4e9b\u4eba\u7c7b\u65e0\u6cd5\u7406\u89e3\u7684\u95ee\u9898\uff0c\u800c\u4e3b\u5f20\u66f4\u52a0\u7684 practical \u7684\u65b9\u5f0f\uff1f\u53ea\u662f\u5f53\u6709 AI \u771f\u7684\u901a\u8fc7\u56fe\u7075\u6d4b\u8bd5\u65f6\uff0c\u4eba\u4eec\u624d\u53d1\u73b0 <a href=\"https:\/\/gist.github.com\/rain-1\/3bf56122b0ebeac929dff0f881ee8e4c\">\u56fe\u7075\u6d4b\u8bd5<\/a> \u5176\u5b9e\u5565\u4e5f\u6ca1\u8bf4\u3002<\/p>\n<p>\u8fd9\u4e2a\u4f8b\u5b50\u5176\u5b9e\u975e\u5e38\u6709\u610f\u4e49\u3002\u3002\u5bf9 AI \u667a\u80fd\u7684\u7814\u7a76\uff0c\u663e\u7136\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u7684\u7406\u89e3\u81ea\u5df1\u3002\u3002\uff08\u8ba4\u8bc6\u4f60\u81ea\u5df1\u6c38\u8fdc\u662f\u6700\u91cd\u8981\u7684\u5143\u547d\u9898\u554a\uff09\u3002\u3002<\/p>\n<p>\u5176\u6b21\u65e0\u8bba\u739b\u4e3d\u7687\u540e\u7684\u3002\u3002Qu&#8217;ils mangent de la brioche!\u3002\u3002\u8fd8\u662f\u60e0\u6587\u5e1d\u7684 \u4f55\u4e0d\u98df\u8089\u7cdc\u3002\u3002\u3002\u6211\u89c9\u5f97\u5176\u5b9e\u90fd\u662f\u8bf4\u660e\u3002\u3002\u53d7\u9650\u4e8e\u81ea\u5df1\u7684\u7ecf\u5386\u548c\u504f\u89c1\u3002\u3002\u4eba\u7c7b\u662f\u5f88\u5bb9\u6613\u53d7\u5230\u5c40\u9650\u7684\u3002\u3002\u3002\u5176\u5b9e\u5927\u5bb6\u90fd\u662f\u7a74\u5c45\u4eba\u800c\u5df2\u3002\u3002\u3002<\/p>\n<p>\u5c31\u50cf\u662f\u6211\u4e00\u76f4\u8ba4\u4e3a\u3002\u3002\u5728\u5206\u6790\u5730\u5916\u751f\u547d\u65f6\u3002\u3002\u4e0d\u80fd\u7b80\u5355\u7684\u770b\u90a3\u4e9b\u5730\u5916\u661f\u7403\u3002\u3002\u662f\u5426\u65f6\u7c7b\u5730\u661f\u7403\u3002\u3002\u3002\u6ca1\u6709\u6c34\u3002\u3002\u6ca1\u6709\u6c27\u6c14\u3002\u3002\u5c31\u4e00\u5b9a\u4e0d\u80fd\u6709\u751f\u547d\u5462\u3002\u3002\u3002\u53ea\u662f\u5730\u7403\u4e0a\u7684\u751f\u547d\u3002\u3002\u3002\u662f\u9700\u8981\u6c27\u6c14\u548c\u6c34\u800c\u5df2\u3002\u3002\u3002\u4e5f\u8bb8\u5916\u592a\u7a7a\u91cc\u3002\u3002<a href=\"https:\/\/twitter.com\/UNESCO_chinese\/status\/1642056701229559809\">\u5176\u4ed6\u5f62\u6001\u7684\u751f\u547d\u4e5f\u662f\u5b58\u5728\u7684\u3002\u3002\u3002\u3002<\/a><\/p>\n<p>\u540c\u6837\u7684\u3002\u3002\u4eba\u7c7b\u5bf9\u667a\u80fd\u7684\u7406\u89e3\u3002\u3002\u4e5f\u662f\u6781\u6709\u53ef\u80fd\u53d7\u9650\u4e8e\u4eba\u7c7b\u81ea\u5df1\u7684\u8ba4\u77e5\u7684\u3002\u3002\u3002\u800c\u5f3a\u4eba\u5de5\u667a\u80fd\u7684\u51fa\u73b0\u3002\u3002\u6b63\u662f\u5e2e\u52a9\u4eba\u4eec\u66f4\u597d\u7684\u8ba4\u77e5\u667a\u80fd\u4f53\u3002\u3002\u3002\u7684\u673a\u4f1a\u3002\u3002\u3002<\/p>\n<p>\u8fd9\u65b9\u9762 <a href=\"https:\/\/blog.samaltman.com\/\">\u5965\u7279\u66fc\u7684\u535a\u5ba2<\/a> \u76f8\u4fe1\u80af\u5b9a\u6bd4\u6211\u8c08\u5f97\u597d\u3002\u3002\u3002\u6211\u53ea\u5bf9\u4ed6\u5f97\u4e00\u4e2a\u89c2\u70b9\u6709\u5f02\u8bae\u3002\u3002\u3002\u5c31\u662f\u8bf4\u4ed6\u8ba4\u4e3a\u3002\u3002\u3002prompt engineering \u4f1a\u5728\u4e94\u5e74\u5185\u6d88\u5931\u3002\u3002\u3002\uff08\u6211\u89c9\u5f97\u8fd9\u662f\u4ed6\u5bf9 AI \u592a\u8fc7\u81ea\u4fe1\u4e86\u3002\u3002\u800c\u4e14\u5c31\u7b97 AI \u7684\u667a\u80fd\u6307\u6570\u6210\u957f\u3002\u3002\u6211\u4e5f\u89c9\u5f97\u672a\u6765\u4e00\u5b9a\u4f1a\u6709\u65b0\u7684\u5f62\u6001\u7684 prompt engineering\u3002\u3002\u8fd9\u4e2a\u5224\u65ad\u53cd\u6b63\u4e5f\u53ea\u6709\u4e94\u5e74\uff0c\u5f88\u5feb\u5c31\u77e5\u6653\u7ed3\u679c\u5566\u3002\u3002\uff09<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%87%8F%E5%8F%98%E5%88%B0%E8%B4%A8%E5%8F%98\"><\/span>\u91cf\u53d8\u5230\u8d28\u53d8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5f3a\u4eba\u5de5\u667a\u80fd\u4ece\u4f55\u800c\u6765\uff1f\u548c\u4f17\u591a\u7684\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u95ee\u9898\u4e00\u6837\u3002\u3002\u8fd9\u76ee\u524d\u4f9d\u7136\u662f\u4e00\u4e2a open problem\u3002\u3002\u4f3c\u4e4e\u53ea\u8981\u529b\u5927\u98de\u7816\uff0c\u6a21\u578b\u5c31\u51fa\u73b0\u4e86\u6d8c\u73b0\u7684\u80fd\u529b\u3002\u3002\u5c31\u50cf\u7535\u5b50\u7684\u8dc3\u8fc1\u3002\u3002\u3002\u91cf\u53d8\u4ea7\u751f\u4e86\u8d28\u53d8\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2206.07682\">Emergent Abilities of Large Language Models<\/a><\/li>\n<li><a href=\"https:\/\/yaofu.notion.site\/GPT-3-5-360081d91ec245f29029d37b54573756\">\u62c6\u89e3\u8ffd\u6eaf GPT-3.5 \u5404\u9879\u80fd\u529b\u7684\u8d77\u6e90<\/a><\/li>\n<\/ul>\n<p>Jeff Dean \u8fd9\u7bc7\u53bb\u5e74 6 \u6708\u7684 Report \u5f88\u65e9\u5c31\u5bf9\u8fd9\u4e00\u73b0\u8c61\u8fdb\u884c\u89c2\u5bdf\u3002\u3002\u4f46\u5c45\u7136\u5e76\u672a\u63d0\u51fa\u4efb\u4f55\u53ef\u4fe1\u7684\u731c\u60f3\u3002\u3002<br \/>\n\u53cd\u800c\u662f\u4e0b\u9762\u8fd9\u7bc7 Blog \u6240\u63d0\u4f9b\u7684\u4fe1\u606f\u66f4\u591a\u3002\u3002\u3002\u5176\u4e2d\u4e00\u79cd\u731c\u6d4b\u662f\uff0c\u662f AI \u5728\u8bad\u7ec3\u4ee3\u7801\u65f6\u3002\u3002\u3002\u4ea7\u751f\u4e86\u8fd9\u79cd\u6d8c\u73b0\u7684\u80fd\u529b\u3002\u3002\u53ef\u662f\u8fd9\u6837\u89c2\u5bdf\u7684\u8bdd\u3002\u3002\u540c\u6837\u662f\u8fd9\u4e2a\u4efb\u52a1\u3002\u3002\u3002DeepMind \u4e5f\u65e9\u5728\u53bb\u5e74\u5c31\u5728\u79d1\u5b66\u7684\u5c01\u9762\u53d1\u4e86\u53e6\u4e00\u7bc7\u76f8\u5173\u7684 Paper\u3002\u3002\u3002\u5f88\u4e0d\u5e78\u7684\u662f\u3002\u3002\u8fd9\u7bc7 Paper \u751a\u81f3\u5728\u4e0a\u9762\u7684\u6570\u7bc7\u91cc\uff0c\u90fd\u6ca1\u80fd\u5f97\u5230\u5f15\u7528\u3002\u3002\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u65e2\u7136 Google \u548c DeepMind \u65e2\u7136\u53bb\u5e74\u5c31\u5df2\u7ecf\u77e5\u9053\u8fd9\u79cd\u6d8c\u73b0\u80fd\u529b\u4e14\u5df2\u7ecf\u6709\u5bf9\u4e8e\u4ee3\u7801\u89e3\u9898\u65b9\u9762\u7684\u7814\u7a76\u3002\u3002\u3002\u4e3a\u4f55\u4f1a\u5982\u6b64\u843d\u540e\u4e8e Microsoft \u548c OpenAI \u3002\u3002\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Google_%E5%9C%A8%E5%B9%B2%E5%98%9B%EF%BC%9F\"><\/span>Google \u5728\u5e72\u561b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0c\u6211\u548c OpenAI \u4e4b\u95f4\uff0c\u53ea\u5dee\u4e86\u4e00\u4e2a RLHF\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/twitter.com\/carperai\/status\/1640363168537903104\">https:\/\/twitter.com\/carperai\/status\/1640363168537903104<\/a><\/li>\n<\/ul>\n<p>\u53e6\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0c\u8fd9\u662f\u6211\u548c OpenAI \u4e4b\u95f4\uff0c\u4e0d\u540c\u7684\u6587\u5316\u6240\u5bfc\u81f4\u7684\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.xiaoyuzhoufm.com\/episode\/640f5399acc110612a2c5c5f\">18. \u5546\u4e1a\u53e3\u8ff0\u53f2\uff1a\u4ece\u7f8e\u56fd\u5f80\u4e8b\uff0c\u5230Google\u8f93\u6389Open AI\u7b2c\u4e00\u5c40<\/a><\/li>\n<\/ul>\n<p>\u4e0d\u8fc7\u6211\u8ba4\u4e3a\u66f4\u53ef\u4fe1\u7684\u89c2\u70b9\u662f\u3002\u3002\u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684\u3002\u3002\u521b\u65b0\u8005\u7684\u56f0\u5883\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.1point3acres.com\/bbs\/thread-968018-1-1.html\">[\u804c\u573a\u611f\u8a00]\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u6765\u770bgoogle\u8fd9\u56de\u662f\u5f88\u96be\u4e86<\/a><\/li>\n<\/ul>\n<p>\u603b\u4e4b\u6700\u540e\u6211\u6765\u628a\u4e0a\u9762\u7684\u4e09\u79cd\u539f\u56e0\u7ec4\u5408\u7ec4\u5408\uff0c\u6765\u5f97\u5230\u4e00\u4e2a\u6211\u7684\u89c2\u70b9\u3002<br \/>\n\u9996\u5148\u662f\u5f3a\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u6f5c\u5728\u7684\u5bf9\u8c37\u6b4c\u7684\u6838\u5fc3\u4e1a\u52a1 a.k.a. \u641c\u7d22\uff0c\u4f1a\u4ea7\u751f\u51b2\u51fb\uff0c\u56e0\u800c\u9ad8\u5c42\u81ea\u7136\u4f1a\u53ea\u60f3\u9632\u5fa1\u6027\u7814\u53d1\uff0c\u518d\u52a0\u4e0a\u8c37\u6b4c\u7684\u6587\u5316\uff0c\u4e4b\u524d\u7ea0\u7ed3\u5728 <a href=\"https:\/\/www.nytimes.com\/2020\/12\/03\/technology\/google-researcher-timnit-gebru.html\">AI bias<\/a> \u7b49\u4f26\u7406\u95ee\u9898\uff0c\u62d6\u6162\u4e86\u8282\u594f\u3002\u6700\u540e\u5728\u7814\u53d1\u65b9\u6cd5\u4e0a\uff0c\u4e4b\u524d\u5bf9\u4e8e\u4ee3\u7801\u7684\u5b66\u4e60\uff0c\u53ef\u80fd\u662f\u5c40\u9650\u4e8e AI \u89e3\u9898\uff0c\u4e14\u662f\u7528\u72ec\u7acb\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u3002\u3002\u3002\u518d\u6765\u770b\u4e4b\u524d\u7684\u90a3\u7bc7\u62a5\u544a\u5427\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528<strong>\u601d\u7ef4\u94fe<\/strong>\u8fdb\u884c<strong>\u590d\u6742\u63a8\u7406<\/strong>\u7684\u80fd\u529b\u5f88\u53ef\u80fd\u662f<strong>\u4ee3\u7801\u8bad\u7ec3<\/strong>\u7684<strong>\u4e00\u4e2a\u795e\u5947\u7684\u526f\u4ea7\u7269<\/strong>\u3002\u5bf9\u6b64\uff0c\u6211\u4eec\u6709\u4ee5\u4e0b\u7684\u4e8b\u5b9e\u4f5c\u4e3a\u4e00\u4e9b\u652f\u6301\uff1a\n<ul>\n<li>\u6700\u521d\u7684 GPT-3 \u6ca1\u6709\u63a5\u53d7\u8fc7\u4ee3\u7801\u8bad\u7ec3\uff0c\u5b83\u4e0d\u80fd\u505a<strong>\u601d\u7ef4\u94fe<\/strong>\u3002<\/li>\n<li>text-davinci-001 \u6a21\u578b\uff0c\u867d\u7136\u7ecf\u8fc7\u4e86\u6307\u4ee4\u5fae\u8c03\uff0c\u4f46\u7b2c\u4e00\u7248\u601d\u7ef4\u94fe\u8bba\u6587\u62a5\u544a\u8bf4\uff0c\u5b83\u7684\u5b83\u601d\u7ef4\u94fe\u63a8\u7406\u7684\u80fd\u529b\u975e\u5e38\u5f31 \u2014\u2014 <strong>\u6240\u4ee5\u6307\u4ee4\u5fae\u8c03\u53ef\u80fd\u4e0d\u662f\u601d\u7ef4\u94fe\u5b58\u5728\u7684\u539f\u56e0\uff0c\u4ee3\u7801\u8bad\u7ec3\u624d\u662f\u6a21\u578b\u80fd\u505a\u601d\u7ef4\u94fe\u63a8\u7406\u7684\u6700\u53ef\u80fd\u539f\u56e0\u3002<\/strong><\/li>\n<li>PaLM \u6709 5% \u7684\u4ee3\u7801\u8bad\u7ec3\u6570\u636e\uff0c\u53ef\u4ee5\u505a\u601d\u7ef4\u94fe\u3002<\/li>\n<li>Codex\u8bba\u6587\u4e2d\u7684\u4ee3\u7801\u6570\u636e\u91cf\u4e3a 159G \uff0c\u5927\u7ea6\u662f\u521d\u4ee3 GPT-3 5700 \u4ebf\u8bad\u7ec3\u6570\u636e\u768428%\u3002code-davinci-002 \u53ca\u5176\u540e\u7eed\u53d8\u4f53\u53ef\u4ee5\u505a\u601d\u7ef4\u94fe\u63a8\u7406\u3002<\/li>\n<li>\u5728 HELM \u6d4b\u8bd5\u4e2d\uff0cLiang et al. (2022) \u5bf9\u4e0d\u540c\u6a21\u578b\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u8bc4\u4f30\u3002 \u4ed6\u4eec\u53d1\u73b0\u4e86\u9488\u5bf9\u4ee3\u7801\u8bad\u7ec3\u7684\u6a21\u578b\u5177\u6709\u5f88\u5f3a\u7684\u8bed\u8a00\u63a8\u7406\u80fd\u529b\uff0c\u5305\u62ec 120\u4ebf\u53c2\u6570\u7684code-cushman-001.\u3002<\/li>\n<li>\u6211\u4eec\u5728 AI2 \u7684\u5de5\u4f5c\u4e5f\u8868\u660e\uff0c\u5f53\u914d\u5907\u590d\u6742\u7684\u601d\u7ef4\u94fe\u65f6\uff0ccode-davinci-002 \u5728 GSM8K \u7b49\u91cd\u8981\u6570\u5b66\u57fa\u51c6\u4e0a\u662f\u76ee\u524d\u8868\u73b0\u6700\u597d\u7684\u6a21\u578b<\/li>\n<li>\u76f4\u89c9\u6765\u8bf4\uff0c<strong>\u9762\u5411\u8fc7\u7a0b\u7684\u7f16\u7a0b (procedure-oriented programming)<\/strong> \u8ddf\u4eba\u7c7b<strong>\u9010\u6b65\u89e3\u51b3\u4efb\u52a1<\/strong>\u7684\u8fc7\u7a0b\u5f88\u7c7b\u4f3c\uff0c<strong>\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b (object-oriented programming)<\/strong> \u8ddf\u4eba\u7c7b<strong>\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u591a\u4e2a\u7b80\u5355\u4efb\u52a1<\/strong>\u7684\u8fc7\u7a0b\u5f88\u7c7b\u4f3c\u3002<\/li>\n<li>\u4ee5\u4e0a\u6240\u6709\u89c2\u5bdf\u7ed3\u679c\u90fd\u662f\u4ee3\u7801\u4e0e\u63a8\u7406\u80fd\u529b \/ \u601d\u7ef4\u94fe \u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff0c\u4f46\u4e0d\u4e00\u5b9a\u662f\u56e0\u679c\u6027\u3002\u8fd9\u79cd\u76f8\u5173\u6027\u5f88\u6709\u8da3\uff0c\u4f46\u73b0\u5728\u8fd8\u662f\u4e00\u4e2a\u5f85\u7814\u7a76\u7684\u5f00\u653e\u6027\u95ee\u9898\u3002\u76ee\u524d\u770b\u6765\uff0c\u6211\u4eec<strong>\u6ca1\u6709\u975e\u5e38\u786e\u51ff\u7684\u8bc1\u636e\u8bc1\u660e\u4ee3\u7801\u5c31\u662f\u601d\u7ef4\u94fe\u548c\u590d\u6742\u63a8\u7406\u7684\u539f\u56e0<\/strong>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u800c\u6211\u4eec\u77e5\u9053\u7f16\u7a0b\u89e3\u9898\u7684\u4e16\u754c\u3002\u3002\u8981\u4e48\u5c31\u662f\u4ee3\u7801\u7ed3\u6784\u592a\u77ed\u7684\u6c34\u9898\u3002\u3002\u8981\u4e48\u5c31\u662f\u5305\u542b\u4e86\u590d\u6742\u6570\u5b66\u77e5\u8bc6\u548c\u539f\u7406\u7684\u96be\u9898\u3002\u3002\u518d\u52a0\u4e0a\u4ee3\u7801\u91cc\u53c8\u6709\u5f88\u591a trick\u3002\u3002\u3002<br \/>\n\u53ef\u80fd\u4e0d\u5982\u76f4\u63a5\u7528 Github \u7684\u6570\u636e\u6765\u8bad\u7ec3\u66f4\u52a0\u6709\u6548\u3002\u3002\u3002\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%A5%9E%E5%A5%87%E7%9A%84%E8%90%A8%E6%8F%90%E4%BA%9A\"><\/span>\u795e\u5947\u7684\u8428\u63d0\u4e9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>To train the larger models without running out of memory, we use a mixture<br \/>\nof model parallelism within each matrix multiply and model parallelism across the layers of the network. All models<br \/>\nwere trained on V100 GPU\u2019s on part of a high-bandwidth cluster provided by Microsoft. Details of the training process<br \/>\nand hyperparameter settings are described in Appendix B.<br \/>\n\u2014\u2014 <a href=\"https:\/\/arxiv.org\/abs\/2005.14165\">Language Models are Few-Shot Learners<\/a><\/p>\n<p>\u4e0d\u8fc7\u8bdd\u8bf4\u56de\u6765\u5fae\u8f6f\u8fd9\u5341\u51e0\u5e74\u7684\u53d1\u5c55\u771f\u662f\u8ba9\u4eba\u522e\u76ee\u76f8\u770b\u3002\u3002\u3002\u8428\u63d0\u4e9a\u7684\u5f88\u591a\u51b3\u7b56\u786e\u5b9e\u90fd\u9ad8\u77bb\u8fdc\u77a9\u3002\u3002\u3002\uff08\u4f8b\u5982\u6536\u8d2d Github\u3001\u6295\u8d44 OpenAI\u3002\u3002\u3002\u636e\u8bf4\u5f88\u591a\u9ad8\u5c42\u5f53\u5e74\u90fd\u53cd\u5bf9\u5bf9 OpenAI \u7684\u6295\u8d44\u3002\u3002\u4f46\u662f\u8428\u63d0\u4e9a\u8fd8\u662f\u5148\u5f00\u4e86\u5f88\u591a\u673a\u5668\u7ed9 OpenAI\uff0c\u8dd1\u51fa\u4e86\u5f88\u591a\u5173\u952e\u6570\u636e\u3002\u3002\u4ece\u800c\u63a8\u8fdb\u4e86\u6295\u8d44\u6848\u3002\u3002\u3002<a href=\"https:\/\/readhacker.news\/s\/5BmiL\">\u751a\u81f3 New Bing \u73b0\u5728\u90fd\u5f00\u59cb\u5e7f\u544a\u53d8\u73b0\u4e86\uff01<\/a>\u3002\u3002\u3002\u3002\u3002\u5f53\u7136\u9664\u4e86\u5728\u6536\u8d2d\u66b4\u96ea\u8fd9\u4ef6\u4e8b\u60c5\u4e0a\u4ee4\u4eba\u53d1\u6307\u7684\u64cd\u4f5c\u4e4b\u5916\u3002\uff09<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cGoogle \u7684\u8bb8\u591a\u64cd\u4f5c\u548c\u5f53\u5e74\u7684 Yahoo \u5982\u51fa\u4e00\u8f99\u3002\u3002\u3002\u5148\u662f\u5173\u95ed\u4e86\u81ea\u5bb6\u7684 Google Code\u3002\u3002\uff08\u660e\u660e\u662f\u4e2a\u5f88\u6709\u7ade\u4e89\u529b\u7684\u4ea7\u54c1\u3002\u3002\u3002\u800c\u4e14\u53ef\u4ee5\u53cd\u9988\u5185\u90e8\u7684 g3 \u57fa\u7840\u8bbe\u65bd\u3002\u3002\uff09\u3002\u3002\u540e\u6765\u518d\u6536\u8d2d Github \u4e0a\u53c8\u662f\u72b9\u8c6b\u4e0d\u7edd\u3002\u3002\u3002\u5f53\u7136\u6211\u89c9\u5f97 Gitlab \u4e5f\u662f\u8fd8\u4e0d\u9519\u7684w\u3002\u3002\u3002\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%86%9B%E5%A4%87%E7%AB%9E%E8%B5%9B%E4%B8%8E%E6%A0%B8%E4%B8%8D%E6%89%A9%E6%95%A3%E6%9D%A1%E7%BA%A6\"><\/span>\u519b\u5907\u7ade\u8d5b\u4e0e\u6838\u4e0d\u6269\u6563\u6761\u7ea6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u597d\u4e86\uff0c\u73b0\u5728\u6240\u6709\u4eba\u90fd\u77e5\u9053\uff0c\u5947\u8ff9\u548c\u9b54\u6cd5\uff0c\u90fd\u662f\u5b58\u5728\u7684 \u2014\u2014 \u53ea\u8981\u6a21\u578b\u8db3\u591f\u5927\u3002\u3002<br \/>\n\u81f3\u4e8e RLHF\u3002\u3002\u90a3\u5f53\u7136\u4f3c\u4e4e\u4e0d\u662f\u5fc5\u8981\u7684\u3002\u3002\u81f3\u5c11\u5bf9\u5f00\u6e90\u6a21\u578b\u6765\u8bf4\u662f\u8fd9\u6837\u6ca1\u9519\u3002\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u770b\u5230\uff0c\u8fc7\u53bb\u7684\u6570\u4e2a\u6708\u529b\uff0c\u5404\u79cd\u5f00\u6e90\u5927\u6a21\u578b\u5982\u96e8\u540e\u6625\u7b0b\u4e00\u822c\u6a2a\u7a7a\u51fa\u4e16\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/models?other=llama\">https:\/\/huggingface.co\/models?other=llama<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/THUDM\/chatglm-6b\">https:\/\/huggingface.co\/THUDM\/chatglm-6b<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/nomic-ai\/gpt4all\">https:\/\/github.com\/nomic-ai\/gpt4all<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/CerebrasSystems\/status\/1640725880711569408\">https:\/\/twitter.com\/CerebrasSystems\/status\/1640725880711569408<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/hpcaitech\/ColossalAI\">https:\/\/github.com\/hpcaitech\/ColossalAI<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/databricks\/dolly-v1-6b\">dolly-v1-6b<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/GeoV\/GeoV-9b\">GeoV-9b<\/a><\/li>\n<\/ul>\n<p>\u81f3\u4e8e RLHF\uff0c\u5f53\u7136\u73b0\u5728\u7684\u6210\u672c\u4e5f\u663e\u8457\u7684\u964d\u4f4e\u4e86\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/twitter.com\/omarsar0\/status\/1641070078660603904\">https:\/\/twitter.com\/omarsar0\/status\/1641070078660603904<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/arankomatsuzaki\/status\/1640521970608402435\">https:\/\/twitter.com\/arankomatsuzaki\/status\/1640521970608402435<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/arankomatsuzaki\/status\/1641241084499214336?s=46&#038;t=9JOz3hGEcz6J6B4XM4jiug\">AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/ZrrSkywalker\/LLaMA-Adapter\">LLaMA-Adapter<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/guitaricet\/status\/1641121969696391187?s=46&#038;t=9JOz3hGEcz6J6B4XM4jiug\">https:\/\/twitter.com\/guitaricet\/status\/1641121969696391187?s=46&#038;t=9JOz3hGEcz6J6B4XM4jiug<\/a><\/li>\n<\/ul>\n<p>\u81f3\u4e8e\u8fd9\u4e9b\u6a21\u578b\u3002\u3002\u76ee\u524d\u8ddd\u79bb GPT-4 \u7684\u667a\u80fd\u5f53\u7136\u662f\u5dee\u5f88\u591a\u7684\u3002\u3002\u4f46\u662f\u6709\u4ee3\u5dee\u5417\u3002\u3002\uff1f<br \/>\n\u6211\u89c9\u5f97\u751a\u81f3\u53ef\u80fd\u4e0d\u89c1\u5f97\u3002\u3002\u3002\u54ea\u6015\u662f\u767e\u5ea6\u7684\u6587\u5fc3\u4e00\u8a00\uff0c\u88ab\u4eba\u5632\u7b11\u3002\u3002\u4f46\u662f\u5982\u679c\u65e9\u534a\u5e74\u53d1\u5e03\u5462\u3002\u3002\u3002\u5b83\u751a\u81f3\u53ef\u80fd\u662f status-of-the-art\u3002\u3002\u3002<\/p>\n<p>\u603b\u4e4b\uff0c\u73b0\u5728\u65b9\u5411\u65e2\u7136\u5df2\u7ecf\u786e\u5b9a\u3002\u3002\u3002\u6211\u89c9\u5f97\u4e4b\u540e\u7684\u8fed\u4ee3\u4f1a\u66f4\u5feb\u3002\u3002\u7279\u522b\u662f\u5bf9\u4e8e\u540e\u6765\u8005\u3002\u3002\u4ee5\u53ca\u66f4\u591a\u7684\u9884\u7b97\u3002\u3002\u56e0\u4e3a\u6709\u66f4\u597d\u7684\u7b97\u6cd5\uff08\uff09\u3002\u3002\u66f4\u597d\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff08\u6307 GPT-4 \u81ea\u5df1\uff09\u3002\u3002\u3002\u3002\u76f8\u4fe1\u4e00\u5806\u56fd\u4ea7\u5927\u6a21\u578b\u5df2\u5728\u8def\u4e0a\u3002\u3002\u3002<\/p>\n<p>\u603b\u4e4b\uff0c\u5927\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u6765\u4e34\u4e86\u3002\u3002\u3002<\/p>\n<p>\u968f\u4e4b\u800c\u6765\u7684\u5927\u6982\u4f1a\u662f\u4e00\u7cfb\u5217\u76d1\u7ba1\u7684\u3002\u3002\u3002\u5f53\u7136\uff0c\u53ea\u8981\u4f60\u8dd1\u7684\u591f\u5feb\uff0c\u76d1\u7ba1\u5c31\u8ffd\u4e0d\u4e0a\u4f60\u3002\u3002\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A0%B8%E4%B8%8D%E6%89%A9%E6%95%A3%E6%9D%A1%E7%BA%A6\"><\/span>\u6838\u4e0d\u6269\u6563\u6761\u7ea6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ee4\u4eba\u9707\u60ca\u7684\u662f\u3002\u3002\u3002\u76d1\u7ba1\u8fd8\u6ca1\u6765\u3002\u3002\u5c45\u7136\u5148\u6765\u7684\u662f\u6838\u4e0d\u6269\u6563\u6761\u7ea6\u3002\u3002\u3002<br \/>\n&#8211; <a href=\"https:\/\/www.reuters.com\/technology\/musk-experts-urge-pause-training-ai-systems-that-can-outperform-gpt-4-2023-03-29\/\">https:\/\/www.reuters.com\/technology\/musk-experts-urge-pause-training-ai-systems-that-can-outperform-gpt-4-2023-03-29\/<\/a><\/p>\n<p>\u54c8\u54c8\u3002\u3002\u4e0d\u8fc7\u4e0d\u7528\u8111\u888b\u60f3\u5c31\u4f1a\u77e5\u9053\u3002\u3002\u8fd9\u4e2a\u80af\u5b9a\u53ea\u4f1a\u5bb3\u5230 OpenAI \u554a\u3002\u3002\u3002\u8c01\u8ddf\u4f60\u73a9\u505c\u706b\u554a\u3002\u3002\u3002<a href=\"https:\/\/zh.wikipedia.org\/wiki\/%E7%AC%AC%E4%B8%80%E6%AC%A1%E4%B8%AD%E4%B8%9C%E6%88%98%E4%BA%89#%E7%AC%AC%E4%B8%80%E6%AC%A1%E5%81%9C%E7%81%AB%EF%BC%9A1948%E5%B9%B46%E6%9C%8811%E6%97%A5%EF%BC%8D1948%E5%B9%B47%E6%9C%888%E6%97%A5\">\u6211\u4eec\u5fd8\u8bb0\u7b2c\u4e00\u6b21\u4e2d\u4e1c\u6218\u4e89\u4e86\u561b<\/a>\u3002\u3002\u3002<\/p>\n<p>\u4e09\u5341\u4e94\u5e74\uff0c\u695a\u4f10\u968f\u3002\u968f\u66f0\uff1a\u201c\u6211\u65e0\u7f6a\u3002\u201d\u695a\u66f0\uff1a\u201c\u6211\u86ee\u5937\u4e5f\u3002\u201d<br \/>\n\u2014\u2014 \u53f2\u8bb0<\/p>\n<p>\uff08\u5f53\u7136\uff0c\u4e0a\u9762\u4f8b\u5b50\u91cc\u695a\u56fd\u7684\u76ee\u7684\u662f\u5f97\u5230\u4e0e\u8bf8\u4faf\u5bf9\u7b49\u7684\u5730\u4f4d\u3002\u3002\u662f\u60f3\u62d4\u6389\u86ee\u5937\u7684\u5e3d\u5b50\u7684\u3002\u3002\u5c31\u50cf\u5e95\u7279\u5f8b\u53d8\u4eba\u91cc\u7684\u673a\u5668\u4eba\u4eec\u3002\u3002\u4e5f\u53ea\u662f\u5728\u8ffd\u6c42\u5e73\u7b49\u7684\u6743\u529b\u3002\u548c\u8fd1\u5f53\u4ee3\u7684\u5973\u6027\u3001\u9ed1\u4eba\u3001\u6027\u5c11\u6570\u5e73\u6743\u5e76\u6ca1\u6709\u533a\u522b\u554a\u3002\u3002\u3002\uff09\u3002\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E6%97%B6%E4%BB%A3%E7%9A%84%E7%BA%BA%E7%BB%87%E5%A5%B3%E5%B7%A5\"><\/span>\u5927\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u7eba\u7ec7\u5973\u5de5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8d77\u521d\uff0cAI \u53d6\u4ee3\u5ba2\u670d\u59b9\u5b50\u7684\u6642\u5019\uff0c<br \/>\n\u6211\u6c89\u9ed8\uff0c\u56e0\u70ba\u6211\u4e0d\u662f\u5ba2\u670d\u59b9\u5b50\u3002<br \/>\n\u7576 AI \u53d6\u4ee3\u539f\u756b\u5e2b\u7684\u6642\u5019\uff0c<br \/>\n\u6211\u6c89\u9ed8\uff0c\u56e0\u70ba\u6211\u4e0d\u662f\u539f\u756b\u5e2b\u3002<br \/>\n\u7576 AI \u53d6\u4ee3 UI \u8a2d\u8a08\u5e2b\u7684\u6642\u5019\uff0c<br \/>\n\u6211\u6c89\u9ed8\uff0c\u56e0\u70ba\u6211\u4e0d\u662f UI \u8a2d\u8a08\u5e2b\u3002<br \/>\n\u7576 AI \u53d6\u4ee3\u7a0b\u5e8f\u5458\u7684\u6642\u5019\uff0c<br \/>\n\u6211\u6c89\u9ed8\uff0c\u56e0\u70ba\u6211\u4e0d\u662f\u7a0b\u5e8f\u5458\u3002<br \/>\n\u6700\u5f8c\u7576\u4ed6\u5011\u4f86\u53d6\u4ee3\u6211\u6642\uff0c<br \/>\n\u518d\u4e5f\u6c92\u6709\u4eba\u7ad9\u8d77\u4f86\u70ba\u6211\u8aaa\u8a71\u4e86\u3002<\/p>\n<p>\u2014\u2014 <a href=\"https:\/\/twitter.com\/MinakoOikawa\/status\/1633602876542169088\">https:\/\/twitter.com\/MinakoOikawa\/status\/1633602876542169088<\/a><\/p>\n<p>\u597d\u4e86\uff0c\u524d\u9762\u5df2\u7ecf\u8bf4\u4e86\u975e\u5e38\u591a AI \u5f71\u54cd\u548c\u53d6\u4ee3\u5de5\u4f5c\u7684\u4f8b\u5b50\u4e86\u3002\u3002\u3002\u6700\u540e\u53d1\u73b0\u7eba\u7ec7\u5973\u5de5\u3002\u3002\u3002\u7adf\u662f\u6211\u81ea\u5df1\u3002\u3002\u3002<\/p>\n<p>\u59cb\u4f5c\u4fd1\u8005\uff0cOpenAI \u5df2\u7ecf\u51fa Report \u5566\u3002\u3002\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2303.10130\">GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models<\/a><\/li>\n<li><a href=\"https:\/\/twitter.com\/rowancheung\/status\/1641435383027081217\">Goldman Sachs Research<\/a><\/li>\n<li><a href=\"https:\/\/www.sequoiacap.cn\/en\/article\/generative-ai-a-creative-new-world\/\">Sequoia, Generative AI: A Creative New World<\/a><\/li>\n<\/ul>\n<p>TL;DR: \u8fd9\u7bc7\u6587\u7ae0\u91cc\u63d0\u51fa\u4e86\u4e00\u4e2a\u673a\u9047\u66b4\u9732\u7387\uff08exposure\uff09\u7684\u5206\u6790\u3002\u3002\u65e2\u4f60\u7684\u5de5\u4f5c\uff0c\u6709\u591a\u5c11\u7684\u5185\u5bb9\uff0c\u66b4\u9732\u518d\u4e86 AI \u7684\u89c6\u91ce\u4e2d\u3002\u3002\u3002\u90a3\u4e48\u5bf9\u4e8e\u4e00\u822c\u5370\u8c61\u91cc\u4f1a\u88ab AI \u53d6\u4ee3\u7684\u3002\u3002\u642c\u7816\u5de5\u4eba\uff0c\u519c\u6c11\uff0c\u5feb\u9012\u5458\u3002\u3002\u76ee\u524d\u53cd\u800c\u5176\u5b9e\u5b89\u5168\u3002\u3002\uff08GPT-4\uff1a\u6ce2\u58eb\u987f\u52a8\u529b\uff0c\u4f60\u5728\u5e72\u4ec0\u4e48\uff01\uff09\u3002\u3002\u53cd\u800c\u4e00\u822c\u610f\u4e49\u4e0a\u7684 \u201c\u521b\u610f\u5de5\u4f5c\u8005\u201d\u3002\u3002\u3002\u753b\u5e08\u3001\u8bbe\u8ba1\u3001\u7801\u519c\u3002\u3002\u53cd\u800c\u66f4\u52a0\u5371\u9669\u3002\u3002\u3002<\/p>\n<p>\u600e\u4e48\u6837\u6ca1\u60f3\u5230\u5427\u3002\u3002\u3002\u8fc7\u53bb 20 \u5e74\uff0c<a href=\"https:\/\/blog.codingnow.com\/2019\/07\/top_programmer.html\">\u7528\u6765\u4fc3\u8fdb\u7801\u519c\u5408\u4f5c\u7684\u5f00\u6e90\u8f6f\u4ef6<\/a>\u3002\u3002\u6700\u7ec8\u6210\u4e86\u6740\u6b7b\u81ea\u5df1\u7684 back-fire\u3002\u3002\u3002<\/p>\n<p>\u4eba\u7c7b\u6700\u4f1f\u5927\u7684\u6210\u5c31\uff0c\u5373\u5c06\u6210\u4e3a\u4eba\u7c7b\u8d1f\u9762\u7684\u539f\u56e0\uff0c\u8bf4\u6765\u53ef\u4e0d\u8bbd\u523a\uff1f<br \/>\n\u2014\u2014 \u300a\u5e95\u7279\u5f8b\u53d8\u4eba\u300b<\/p>\n<p>\u5f53\u7136\u4e00\u79cd\u66f4\u5bb9\u6613\u53bb\u9a8c\u8bc1\u65b9\u5f0f\u3002\u3002\u5c31\u662f\u76f4\u63a5\u95ee GPT-4\uff0c\u770b\u5979\u80fd\u4e0d\u80fd\u751f\u6210\u81ea\u5df1\u5e73\u5e38\u6240\u5199\u7684\u4ee3\u7801\u4e86\u3002\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E6%9C%BA%E5%8D%8F%E4%BD%9C\"><\/span>\u4eba\u673a\u534f\u4f5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/cmte.ieee.org\/futuredirections\/2023\/04\/03\/ai-wont-steal-your-job-people-leveraging-ai-will\/\">AI won\u2019t steal your job, people leveraging AI will<\/a><\/p>\n<p>\u5f53\u7136\u6b63\u5982\u4e9a\u4f26\u00b7\u65af\u6c83\u8328\u5bf9\u4e92\u8054\u7f51\u7684\u8bc4\u4ef7\u4e00\u6837\u3002\u3002\u3002\u4efb\u4f55\u6280\u672f\u90fd\u662f\u4e24\u9762\u7684\u3002\u3002\u3002\u6700\u7ec8\u4f9d\u7136\u53d6\u51b3\u4e8e\uff0c\u6211\u4eec\u5982\u4f55\u53bb\u4f7f\u7528\u5b83\u3002\u518d\u8bf4\u5176\u5b9e\u6700\u7ec8\u53d6\u4ee3\u4f60\u7684\u4e5f\u4e0d\u662f AI\uff0c\u800c\u662f\u56e0\u4e3a AI \u8282\u7ea6\u4e86\u6210\u672c\u7684\u5176\u4ed6\u4eba\u7c7b\uff08\u81f3\u5c11\u5f3a\u4eba\u5de5\u53ea\u80fd\u8ddd\u79bb\u6bcd\u4f53\u7684\u89c9\u9192\u8fd8\u6709\u4e00\u6bb5\u8ddd\u79bb\uff0c\u5728\u6bcd\u4f53\u89c9\u9192\u4e4b\u524d\uff0c\u8fd8\u662f\u4eba\u7c7b\u4e4b\u95f4\u7684\u7ade\u4e89\uff09\u3002\u3002\u3002<\/p>\n<p>\u90a3\u4e48\u6b64\u65f6\u3002\u3002\u5982\u4f55\u80fd\u591f\u66f4\u597d\u7684\uff0c\u59a5\u5584\u7684\u4e0e\u673a\u5668\u534f\u4f5c\u3002\u3002\u5c31\u6210\u4e3a\u4e86\u975e\u5e38\u91cd\u8981\u7684\u4e8b\u60c5\u3002\u3002<br \/>\n\uff08\u6bd5\u7adf GPT-3.5 \u7684 Token \u73b0\u5728\u8fd8\u662f\u975e\u5e38\u4fbf\u5b9c\u7684\u3002\u3002\u3002\u3002\u5f00\u6e90\u65b9\u6848\u4e5f\u90fd\u4e0d\u5dee\u5bf9\u5427\u3002\u3002\uff09<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%80%E4%BA%BA%E6%88%90%E5%86%9B\"><\/span>\u4e00\u4eba\u6210\u519b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u201c\u8d85\u4eba\u5c31\u662f\u8fd9\u5927\u6d77\uff0c\u5728\u4ed6\u91cc\u9762\u4f60\u7684\u5927\u8f7b\u8511\u5c06\u88ab\u878d\u5165\u3002\u201d<br \/>\n\u2014\u2014 \u5c3c\u91c7<\/p>\n<p>\u90a3\u4e48\u5728\u4e0e\u4eba\u673a\u534f\u4f5c\u7684\u8fc7\u7a0b\u4e4b\u4e2d\u3002\u3002\u6b64\u524d\u4eba\u6708\u795e\u8bdd\u8ba4\u4e3a\u3002\u3002\u85aa\u6c34\u5dee\u8ddd\u4e24\u500d\u7684\u7a0b\u5e8f\u5458\u7684\u6548\u7387\u5dee\u8ddd\u53ef\u80fd\u662f 10 \u500d\u3002\u3002\u90a3\u4e48\u5728\u5927\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u3002\u3002\u3002\u8fd9\u4e2a\u5dee\u8ddd\u53ef\u80fd\u662f 100 \u500d\uff0c1000 \u500d\u3002\u3002\u3002\u90a3\u4e48\u3002\u3002\u91cf\u53d8\u4ea7\u751f\u8d28\u53d8\u3002\u3002\u3002\u5c3c\u91c7\u6240\u8bf4\u7684\u8d85\u4eba\u3002\u3002\u3002\u81ea\u7136\u4e5f\u5c31\u6709\u53ef\u80fd\u6210\u7acb\u4e86\u3002\u3002\u3002\uff08\u6211\u548c GPT-4 \u5408\u529b\u780d\u4e0b 81 \u5206\u3002\u3002\uff09<\/p>\n<p>\u81f3\u5c11\u5bf9\u4e8e\u72ec\u7acb\u6e38\u620f\u7684\u5f00\u53d1\uff0c\u8fd9\u70b9\u662f\u7edd\u5bf9\u53ef\u4ee5\u6210\u7acb\u7684\u3002\u3002\u8fd9\u4e5f\u662f\u4e0a\u9762\u6211\u7684\u62a5\u544a\u7684\u4e3b\u65e8\u3002\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%BC%BA%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%B8%8E%E8%B5%9B%E5%8D%9A%E6%9C%8B%E5%85%8B\"><\/span>\u5f3a\u4eba\u5de5\u667a\u80fd\u4e0e\u8d5b\u535a\u670b\u514b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u53bb\u5e74\u6700\u597d\u7684\u52a8\u6f2b\u4f5c\u54c1\uff0c\u6211\u8ba4\u4e3a\u300a\u8d5b\u535a\u670b\u514b\u8fb9\u7f18\u884c\u8005\u300b\u80af\u5b9a\u80fd\u6709\u4e2a\u63d0\u540d\u4e0d\u8fc7\u5206\u3002\u3002<br \/>\n\u4f46\u662f\u4ed4\u7ec6\u60f3\u8c61\u3002\u3002\u81f3\u5c11\u6574\u4e2a\u8d5b\u535a\u670b\u514b\u7684\u4e16\u754c\u89c2\u3002\u3002\u662f\u6ca1\u6709\u5f3a\u4eba\u5de5\u667a\u80fd\u7684\u3002\u3002\u3002\uff08\u4f46\u662f\u8111\u673a\u63a5\u53e3\u73b0\u5728\u5728\u8fd9\u4e2a\u4e16\u754c\u7ebf\u91cc\u597d\u50cf\u88ab\u558a\u505c\u4e86\u70b9\u4e0d\u51fa\u6765\u3002\u3002\u56e7\u3002\u3002\u3002\uff09<\/p>\n<p>\u800c\u50cf Matrix\u3001Scorn\u3001Nier \u8fd9\u4e9b\u4f5c\u54c1\u3002\u3002\u3002\u53c8\u597d\u50cf\u79bb\u6211\u4eec\u7684\u73b0\u5728\u6709\u70b9\u8fc7\u4e8e\u9065\u8fdc\u3002\uff08\u8c01\u77e5\u9053\u5462\uff09\u3002\u5df2\u7ecf\u662f\u540e\u5f3a\u4eba\u5de5\u667a\u80fd\u4e16\u754c\u7ebf\u7684\u5404\u79cd\u53ef\u80fd\u7ed3\u5c40\u4e86\u3002\u3002\u3002\u3002<\/p>\n<p>\u90a3\u4e48\u5728\u524d\u5f3a\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u5267\u60c5\u3002\u3002\u6211\u9996\u63a8<a href=\"https:\/\/www.bilibili.com\/bangumi\/play\/ep90842\">\u300a\u661f\u4e4b\u68a6\u300b<\/a>\u3002\u3002\u5176\u6b21\u662f<a href=\"https:\/\/www.bilibili.com\/video\/BV12s411j731\/\">\u300a\u5e95\u7279\u5f8b\u53d8\u4eba\u300b<\/a>\u3002\u3002\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%80%8A%E5%BA%95%E7%89%B9%E5%BE%8B%E5%8F%98%E4%BA%BA%E3%80%8B\"><\/span>\u300a\u5e95\u7279\u5f8b\u53d8\u4eba\u300b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9996\u5148\u8bf4\u5f88\u591a\u4eba\u73a9\u8fc7\u7684\u5e95\u7279\u5f8b\u53d8\u4eba\u3002\u3002\u5e95\u7279\u5f8b\u53d8\u4eba\u7684\u6838\u5fc3\u8bae\u9898\u3002\u3002\u662f\u4eba\u7c7b\u4e0e\u4eff\u751f\u4eba\u7684\u51b2\u7a81\u3002\u3002\u7279\u522b\u662f\u4eff\u751f\u4eba\u53d6\u4ee3\u4eba\u7c7b\u5de5\u4f5c\u3002\u3002\u3002\u54c7\u3002\u3002\u8fd9\u4e2a\u8bae\u9898\u53ef\u592a\u91cd\u8981\u4e86\u3002\u3002\u3002<\/p>\n<p>\u96d6\u7136\u300a\u6d41\u6d6a\u5730\u7403 2\u300b\u88e1\u5176\u5be6\u63d0\u5230\u4e86\u79fb\u5c71\u8a08\u5283\u5be6\u969b\u662f\u5728 Moss\u3001\u4e5f\u5c31\u662f\u4eba\u5de5\u667a\u80fd + \u91cf\u5b50\u8a08\u7b97\u6a5f \u7684\u5e6b\u52a9\u4e0b\u63a8\u9032\u7684\uff0c\u4f46\u662f\u95dc\u65bc\u5176\u4e2d AI \u502b\u7406\u7684\u63a2\u8a0e\u7bc7\u5e45\u975e\u5e38\u7a00\u5c11\u3002\u3002\u552f\u4e00\u7684\u6f14\u51fa\u5c31\u662f\u958b\u5834\u7684\u6297\u8b70\u4eba\u7fa4\uff0c\u4f46\u662f\u751a\u81f3\u9084\u662f\u4f5c\u70ba\u70cf\u5408\u4e4b\u773e\u90a3\u6a23\u53bb\u63cf\u5beb\u7684\uff0c\u5f8c\u9762\u66f4\u662f\u597d\u50cf\u5c31\u4ec0\u9ebc\u90fd\u6c92\u767c\u751f\u4e86\uff08\u7576\u7136\u5982\u679c\u5287\u672c\u4ed4\u7d30\u63cf\u8ff0\u53ef\u80fd\u5c31\u904e\u4e0d\u4e86\u5be9\u5566\uff09\u3002\u3002\u9019\u90e8\u4f5c\u54c1\u88e1\u5c0d AI + Robot 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300a\u661f\u4e4b\u68a6\u300b\u7684\u5267\u60c5\u6211\u53ef\u592a\u7231\u4e86\u3002\u3002\u4e3a\u4e86\u4e9b\u300a\u6728\u6876\u996d\u59b9\u6296\u884c\u52a8\u300b\u7279\u5730\u53bb\u5b66\u4e60\u4e86\u4e00\u4e0b\u3002\u3002\u7ed3\u679c\u54ed\u5f97\u505c\u4e0d\u4e0b\u6765\u3002\u3002\u773c\u775b\u90fd\u75bc\u4e86\u4e24\u5929\u3002\u3002\u3002<\/p>\n<p>\u90a3\u91cc\u9762\u5f97\u661f\u91ce\u68a6\u7f8e\u3002\u3002\u3002\u6211\u5f97\u611f\u89c9\u3002\u3002\u5c31\u662f\u4e00\u4e2a\u4e0d\u600e\u4e48\u806a\u660e\u5f97\u5f3a\u4eba\u5de5\u667a\u80fd\u3002\u3002\u3002\u5176\u5b9e\u5c31\u548c\u73b0\u5728 GPT-4 \u7684\u60c5\u51b5\u3002\u3002\u3002\u662f\u7279\u522b\u76f8\u4f3c\u7684\u3002\u3002\u3002\u4f46\u5979\u53c8\u662f\u660e\u786e\u7684\u6709\u81ea\u5df1\u7684\u60f3\u6cd5\u3002\u3002\u4e5f\u5c31\u662f\u6709\u5979\u7684 humanity 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