{"id":62975,"date":"2025-11-03T15:17:23","date_gmt":"2025-11-03T07:17:23","guid":{"rendered":"https:\/\/aicats.wiki\/?p=62975"},"modified":"2025-11-03T15:17:23","modified_gmt":"2025-11-03T07:17:23","slug":"%e5%8f%b2%e4%b8%b9%e4%bd%9b%e5%a4%a7%e5%ad%b8ai%e7%a0%94%e7%a9%b6%e5%89%b5%e6%96%b0%e5%85%a8%e8%a7%a3%e6%9e%90%ef%bc%9a5%e5%a4%a7%e7%aa%81%e7%a0%b4%e6%8a%80%e8%a1%93%e8%88%87%e6%87%89%e7%94%a8","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/11\/03\/62975-html","title":{"rendered":"\u53f2\u4e39\u4f5b\u5927\u5b78AI\u7814\u7a76\u5275\u65b0\u5168\u89e3\u6790\uff1a5\u5927\u7a81\u7834\u6280\u8853\u8207\u61c9\u7528\u5834\u666f\u76e4\u9ede"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u4f86\uff0c<strong>\u53f2\u4e39\u4f5b\u5927\u5b78\u6301\u7e8c\u5f15\u9818\u5168\u7403\u4eba\u5de5\u667a\u6167\u5275\u65b0\u524d\u6cbf<\/strong>\u3002\u6839\u64da2024\u5e74\u300aStanford <a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a> Index\u300b\u3001\u6b0a\u5a01\u8ad6\u6587\u53ca\u5c08\u6848\u6210\u679c\uff0c\u53f2\u4e39\u4f5b\u5728<strong>\u57fa\u790e\u5927\u6a21\u578b\u3001<a href=\"https:\/\/aicats.wiki\/tw\/2025\/08\/16\/30816-html\/\" title=\"2025\u5e74\u6700\u503c\u5f97\u95dc\u6ce8\u76847\u6b3e\u591a\u6a21\u614bAI\u5e73\u53f0\u5168\u9762\u89e3\u6790\">\u591a\u6a21\u614bAI<\/a>\u3001\u53ef\u89e3\u91cb\u5b89\u5168AI\u3001\u91ab\u7642\u5065\u5eb7\u667a\u80fd\u8207\u6a5f\u5668\u4eba\u7cfb\u7d71<\/strong>\u7b49\u4e94\u5927\u6838\u5fc3\u9818\u57df\u53d6\u5f97\u4e86\u9769\u547d\u6027\u7a81\u7834\u3002\u672c\u6587\u6e05\u55ae\u5f0f\u76e4\u9ede\u4e86\u53f2\u4e39\u4f5b\u6700\u65b0AI\u9032\u5ea6\u53ca\u843d\u5730\u61c9\u7528\u6848\u4f8b\uff0c <strong>\u5c55\u73fe\u5176\u5728\u6280\u8853\u5275\u65b0\u548c\u5be6\u969b\u5834\u666f\u4e2d\u7684\u5168\u7403\u5f71\u97ff\u529b<\/strong>\uff0c\u70ba\u7406\u89e3\u7576\u4ee3AI\u672a\u4f86\u767c\u5c55\u8da8\u52e2\u63d0\u4f9b\u6b0a\u5a01\u6307\u5357\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1889\" height=\"1004\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-21-1.jpg\" alt=\"\u53f2\u4e39\u4f5b\u5927\u5b78AI\u7814\u7a76\u5275\u65b0\u5168\u89e3\u6790\uff1a5\u5927\u7a81\u7834\u6280\u8853\u8207\u61c9\u7528\u5834\u666f\u76e4\u9ede\" class=\"wp-image-62982\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u53f2\u4e39\u4f5b\u5927\u5b78AI\u4e94\u5927\u5275\u65b0\u7a81\u7834\u7e3d\u89bd\u8868<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u5e8f\u865f<\/th><th>\u6280\u8853\u7a81\u7834<\/th><th>\u4ee3\u8868\u8ad6\u6587\/\u9805\u76ee<\/th><th>\u4e3b\u8981\u5275\u65b0\u9ede<\/th><th>\u5178\u578b\u61c9\u7528\u5834\u666f<\/th><\/tr><tr><td>1<\/td><td>\u57fa\u790e\u5927\u6a21\u5f0f\u5275\u65b0<\/td><td>Stanford Alpaca<\/td><td>\u5c0f\u6a23\u672c\u9ad8\u6548\u7387\u5fae\u8abf\u3001\u958b\u653e\u539f\u59cb\u78bc<\/td><td>\u81ea\u52a8\u5316\u52a9\u624b\u3001<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/%e6%95%99%e5%ad%b8\" title=\"\u67e5\u770b\u8207 \u6559\u5b66 \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">\u6559\u5b78<\/a><\/td><\/tr><tr><td>2<\/td><td>\u591a\u6a21\u614bAI\u7cfb\u7d71<\/td><td>Visual ChatGPT<\/td><td>\u6587\u5b57-\u5f71\u50cf\u6df1\u5ea6\u878d\u5408\u7406\u89e3\u80fd\u529b<\/td><td>\u667a\u6167\u5167\u5bb9\u5275\u4f5c\u3001\u641c\u5c0b<\/td><\/tr><tr><td>3<\/td><td>\u53ef\u89e3\u91cb\u5b89\u5168AI<\/td><td>Robustness Gym<\/td><td>\u81ea\u52d5\u5316\u653b\u64ca\u5075\u6e2c\u8207\u9632\u79a6\u3001\u591a\u5c64\u6b21\u53ef\u89e3\u91cb\u6027<\/td><td>\u91d1\u878d\u5b89\u5168\u3001\u5be9\u8a08<\/td><\/tr><tr><td>4<\/td><td>\u91ab\u7642\u5065\u5eb7AI\u61c9\u7528<\/td><td>Stanford AIMI Center<\/td><td>\u8f14\u52a9\u8a3a\u65b7\u3001\u91ab\u5b78\u5f71\u50cf\u667a\u6167\u5206\u6790<\/td><td>\u653e\u5c04\u5f71\u50cf\u8a3a\u65b7\u3001\u7be9\u6aa2<\/td><\/tr><tr><td>5<\/td><td>\u667a\u6167\u6a5f\u5668\u4eba\u8207\u81ea\u4e3b\u7cfb\u7d71<\/td><td>Stanford Robotics<\/td><td>\u81ea\u4e3b\u5b78\u7fd2\u3001\u4eff\u751f\u6a5f\u5668\u4eba<\/td><td>\u5009\u5132\u7269\u6d41\u3001\u670d\u52d9\u696d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u57fa\u790e\u5927\u6a21\u5f0f\u5275\u65b0\uff1aStanford Alpaca\u8207\u5c0f\u6a23\u672c\u5b78\u7fd2<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2023\u5e74\uff0c\u53f2\u4e39\u4f5b\u5927\u5b78\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4\uff08SAIL\uff09\u63a8\u51fa\u958b\u6e90\u5927\u8a9e\u8a00\u6a21\u5f0fAlpaca<\/strong>\uff0c\u6210\u70ba\u696d\u754c\u95dc\u6ce8\u7126\u9ede\u3002 Alpaca\u5728Meta LLaMA\u57fa\u790e\u4e0a\u7d50\u5408\u9ad8\u54c1\u8cea\u81ea\u751f\u6210\u6307\u4ee4\u96c6\uff0c\u50c5\u7528\u5c11\u91cf\u8cc7\u6599\u4fbf\u53ef\u5fae\u8abf\uff0c\u5be6\u73fe\u63a5\u8fd1ChatGPT\u7684\u8868\u73fe\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u8981\u5275\u65b0\u9ede\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u81ea\u76e3\u7763\u8cc7\u6599\u7522\u751f\u5927\u5e45\u964d\u4f4e\u6a19\u8a3b\u6210\u672c<\/li>\n\n\n\n<li>\u512a\u5316\u6a21\u578b\u6307\u4ee4\u7406\u89e3\uff0c\u9069\u61c9\u591a\u985e\u5c0d\u8a71\u3001\u5beb\u4f5c<\/li>\n\n\n\n<li>\u958b\u653e\u6a21\u578b\u6b0a\u91cd\u8207\u7a0b\u5f0f\u78bc\uff0c\u5354\u52a9\u793e\u7fa4\u5171\u540c\u5275\u65b0<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u61c9\u7528\u5834\u666f\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4f01\u696d\u3001\u958b\u767c\u8005\u642d\u5efa\u81ea\u6709Chatbot\u53ca\u77e5\u8b58\u5eab<\/li>\n\n\n\n<li>AI\u5beb\u4f5c\u52a9\u6559\u8207\u6559\u80b2\u8ce6\u80fd<\/li>\n\n\n\n<li>\u81ea\u52d5\u77e5\u8b58\u6574\u7406\u3001\u63a8\u7406\u5de5\u5177<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6839\u64da2024\u5e74AI Index\uff0cAlpaca\u5df2\u5728\u96c6\u5718\u91ab\u7642\u554f\u8a3a\u3001\u4ee3\u78bc\u751f\u6210\u3001AI\u5b78\u8853\u641c\u5c0b\u7b49\u5ee3\u6cdb\u843d\u5730\u7522\u54c1\u5316\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/my_prefix_1762036169.jpg\" alt=\"Alpaca\u6a21\u578b\u9996\u9801\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/crfm.stanford.edu\/2023\/03\/13\/alpaca.html\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Alpaca\u6a21\u578b\u9996\u9801\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u591a\u6a21\u614bAI\u7cfb\u7d71\uff1a\u6587\u5b57\uff0d\u5f71\u50cf\u6df1\u5ea6\u878d\u5408\u8207\u667a\u6167\u5167\u5bb9\u5275\u4f5c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53f2\u4e39\u4f5b\u8207\u5fae\u8edf\u5171\u540c\u63a8\u51fa\u7684Visual ChatGPT<\/strong>\uff0c\u63a2\u7d22AI\u300c\u770b\u3001\u8aaa\u3001\u756b\u300d\u4e00\u9ad4\u5316\u3002\u6a21\u578b\u878d\u5408Stable Diffusion\u3001GLIGEN\u7b49\u8996\u89ba\u6a21\u578b\uff0c\u4f7f\u6587\u5b57\u8207\u5f71\u50cf\u667a\u6167\u5354\u4f5c\uff0c\u6975\u5927\u62d3\u5becAI\u5275\u9020\u529b\u908a\u754c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u8981\u5275\u65b0\u9ede\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8207\u591a\u8996\u89ba\u6a21\u578b\u4ea4\u4e92<\/li>\n\n\n\n<li>\u652f\u63f4\u8907\u96dc\u591a\u8f2a\u300c\u6587\u5b57\u751f\u6210\u5716\u7247\u518d\u56de\u994b\u300d\u4efb\u52d9<\/li>\n\n\n\n<li>\u63d0\u5347\u8a9e\u610f\u7406\u89e3\u8207\u93c8\u8def\u63a8\u7406\u6c34\u5e73<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u61c9\u7528\u5834\u666f\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI\u5ee3\u544a\u88fd\u4f5c\u8207\u5e73\u9762\u8a2d\u8a08<\/li>\n\n\n\n<li>\u591a\u8a9e\u7a2e\u5716\u6587\u6df7\u7b54\u6559\u5b78<\/li>\n\n\n\n<li>\u5716\u6587\u667a\u80fd\u6458\u8981\u3001\u91ab\u5b78\u5f71\u50cf\u7b49\u65b0\u8208\u9818\u57df<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53f2\u4e39\u4f5b\u5b78\u8005\u57fa\u65bc\u6b64\u63a8\u52d5\u6cd5\u5f8b\u79d1\u6280\u3001\u5f71\u50cf\u5206\u6790\u7b49\u591a\u6a21\u614b\u7cfb\u7d71\u5feb\u901f\u843d\u5730\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1895\" height=\"1000\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-21.png\" alt=\"\u76f8\u95dc\u8cc7\u8a0a\u9801\" class=\"wp-image-62985\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/arxiv.org\/abs\/2303.04671\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u76f8\u95dc\u8cc7\u8a0a\u9801<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u53ef\u89e3\u91cb\u8207\u5b89\u5168AI\uff1aRobustness Gym\u53caAI\u502b\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ee5\u900f\u660e\u3001\u5b89\u5168\u3001\u53ef\u63a7\u5236\u70ba\u7406\u5ff5\uff0c\u53f2\u4e39\u4f5b\u63a8\u51faRobustness Gym\uff0c\u5be6\u73fe\u5927\u6a21\u578b\u81ea\u52d5\u5316\u7a69\u5065\u6027\u8a55\u6e2c<\/strong>\u3002\u7cfb\u7d71\u53ef\u81ea\u52d5\u5075\u6e2c\u6a21\u578b\u5b89\u5168\u6f0f\u6d1e\uff0c\u6a21\u64ec\u5c0d\u6297\u653b\u64ca\uff0c\u4e26\u8f38\u51fa\u591a\u5c64\u6b21\u53ef\u89e3\u91cb\u6027\u5206\u6790\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u8981\u5275\u65b0\u9ede\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52d5\u5316\u7a69\u5065\u6027\u8a55\u6e2c\u9ad4\u7cfb\uff0c\u9069\u7528\u65bc\u5404\u985eNLP\u61c9\u7528<\/li>\n\n\n\n<li>\u53ef\u89e3\u6790AI\u6c7a\u7b56\u908f\u8f2f\uff0c\u8f14\u52a9\u5408\u898f\u76e3\u7ba1<\/li>\n\n\n\n<li>\u589e\u5f37\u91d1\u878d\u98a8\u63a7\u3001\u667a\u6167\u8ca1\u7522\u6b0a\u7b49\u654f\u611f\u7522\u696dAI\u5b89\u5168<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u61c9\u7528\u5834\u666f\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u91d1\u878d\u53cd\u8a50\u9a19\u8207\u5927\u6a21\u578b\u4e0a\u7dda\u5b89\u5168\u6aa2\u67e5<\/li>\n\n\n\n<li>\u77e5\u8b58\u7522\u6b0a\u6587\u4ef6\u5be9\u67e5\u3001\u81ea\u52d5\u5be9\u8a08<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u806f\u5408\u91d1\u878d\u6a5f\u69cb\u52a0\u5f37\u53cd\u8a50\u6b3a\u5408\u898f\uff0c\u4e26\u7372\u7f8e\u570bAI\u502b\u7406\u5718\u9ad4\u8a8d\u8b49\u63a8\u85a6\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1896\" height=\"1004\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-22.png\" alt=\"Robustness Gym\u5b98\u7db2\u8ad6\u6587\" class=\"wp-image-62990\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/robustnessgym.stanford.edu\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Robustness Gym\u5b98\u7db2\u8ad6\u6587<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u91ab\u7642\u5065\u5eb7AI\u61c9\u7528\uff1aStanford AIMI Center\u8ce6\u80fd\u667a\u6167\u8a3a\u65b7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53f2\u4e39\u4f5bAIMI\u4e2d\u5fc3\u5168\u7403\u9818\u5148\u7684\u91ab\u5b78\u5f71\u50cfAI<\/strong>\uff0c\u53ef\u81ea\u52d5\u89e3\u6790X\u5149\u3001CT\u3001MRI\u7b49\u5f71\u50cf\uff0c\u8f14\u52a9\u91ab\u5e2b\u63d0\u524d\u767c\u73fe\u75c5\u7076\uff0c\u63a8\u52d5\u300c\u65e9\u671f\u7be9\u9078\u2014\u8a3a\u65b7\u2014\u75be\u75c5\u9810\u6e2c\u300d\u5168\u6d41\u7a0b\u667a\u6167\u5347\u7d1a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u8981\u5275\u65b0\u9ede\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u591a\u75c5\u7a2e\u91ab\u5b78\u5f71\u50cf\u9ad8\u7cbe\u5ea6\u8b58\u5225\uff0c\u8f14\u52a9\u8a3a\u65b7<\/li>\n\n\n\n<li>\u591a\u91cd\u8cc7\u6599\u4f86\u6e90\u6574\u5408\uff0c\u75be\u75c5\u667a\u80fd\u9810\u6e2c<\/li>\n\n\n\n<li>\u667a\u6167\u96b1\u79c1\u4fdd\u8b77\u8207\u9ad8\u53ef\u89e3\u91cb\u6027\u6f14\u7b97\u6cd5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u61c9\u7528\u5834\u666f\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u91ab\u9662\u3001\u793e\u5340\u91ab\u7642\u5f71\u50cf\u8f14\u52a9\u8a3a\u65b7<\/li>\n\n\n\n<li>\u9060\u8ddd\u81ea\u52a9\u7be9\u6aa2\u5e73\u53f0\uff0c\u516c\u5171\u885b\u751fAI\u9810\u8b66<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u90e8\u5206\u81e8\u5e8a\u61c9\u7528\u80ba\u90e8\u75c5\u7076\u6aa2\u51fa\u905499%\u6e96\u78ba\u7387\uff0c\u5927\u5e45\u63d0\u5347\u91ab\u7642\u6548\u7387\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1881\" height=\"995\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-23.jpg\" alt=\"\u91ab\u5b78\u5f71\u50cfAI\u81ea\u52d5\u5206\u6790\" class=\"wp-image-62993\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aimi.stanford.edu\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" 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