{"id":68,"date":"2025-12-10T15:27:09","date_gmt":"2025-12-10T07:27:09","guid":{"rendered":"https:\/\/www.houyy.com\/?p=68"},"modified":"2025-12-10T15:27:09","modified_gmt":"2025-12-10T07:27:09","slug":"ai-briey-history","status":"publish","type":"post","link":"https:\/\/www.houyy.com\/index.php\/2025\/12\/10\/ai-briey-history\/","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u53d1\u5c55\u53f2\uff1a\u4ece\u4f20\u7edf\u7b97\u6cd5\u5230 Transformer \u65f6\u4ee3"},"content":{"rendered":"\n<p>\u673a\u5668\u5b66\u4e60\u7684\u53d1\u5c55\u8de8\u8d8a\u4e86\u6570\u5341\u5e74\uff0c\u4ece\u6700\u521d\u57fa\u4e8e\u6570\u5b66\u4e0e\u89c4\u5219\u7684\u4f20\u7edf\u65b9\u6cd5\uff0c\u9010\u6b65\u8d70\u5411\u5927\u89c4\u6a21\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u518d\u5230\u5982\u4eca\u4ee5 Transformer \u4e3a\u6838\u5fc3\u7684\u7edf\u4e00\u67b6\u6784\u3002\u4ee5\u4e0b\u6309\u65f6\u95f4\u8109\u7edc\u8fdb\u884c\u8f83\u4e3a\u8be6\u7ec6\u7684\u56de\u987e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u840c\u82bd\u671f\uff081950s\u20131980s\uff09\uff1a\u4f20\u7edf\u65b9\u6cd5\u5960\u57fa<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u611f\u77e5\u673a\u4e0e\u65e9\u671f\u795e\u7ecf\u7f51\u7edc<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1957 \u5e74<\/strong>\uff0cRosenblatt \u63d0\u51fa <em>Perceptron\uff08\u611f\u77e5\u673a\uff09<\/em>\uff0c\u8fd9\u662f\u6700\u65e9\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4e4b\u4e00\u3002<\/li>\n\n\n\n<li>\u80fd\u5904\u7406\u7ebf\u6027\u53ef\u5206\u95ee\u9898\uff0c\u4f46\u65e0\u6cd5\u89e3\u51b3\u5f02\u6216\u7b49\u975e\u7ebf\u6027\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>1970 \u5e74\u4ee3\uff0c\u795e\u7ecf\u7f51\u7edc\u7814\u7a76\u9677\u5165\u4f4e\u6f6e\uff0c\u88ab\u79f0\u4e3a\u201cAI \u5bd2\u51ac\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u7edf\u8ba1\u5b66\u4e60\u65b9\u6cd5\u5174\u8d77<\/h3>\n\n\n\n<p>\u968f\u7740\u8ba1\u7b97\u673a\u6027\u80fd\u63d0\u5347\u3001\u6570\u636e\u91cf\u589e\u52a0\uff0c\u57fa\u4e8e\u7edf\u8ba1\u5b66\u7684\u4f20\u7edf ML \u7b97\u6cd5\u9010\u6e10\u5360\u636e\u4e3b\u6d41\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>k-NN\uff081967\uff09<\/strong>\uff1a\u6700\u7b80\u5355\u7684\u975e\u53c2\u6570\u65b9\u6cd5\u4e4b\u4e00\u3002<\/li>\n\n\n\n<li><strong>\u6734\u7d20\u8d1d\u53f6\u65af<\/strong>\uff1a\u57fa\u4e8e\u6982\u7387\u548c\u6761\u4ef6\u72ec\u7acb\u5047\u8bbe\uff0c\u9002\u7528\u4e8e\u6587\u672c\u5206\u7c7b\u7b49\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u7ebf\u6027\/\u903b\u8f91\u56de\u5f52<\/strong>\uff1a\u7ecf\u5178\u7ebf\u6027\u6a21\u578b\uff0c\u81f3\u4eca\u4ecd\u5728\u5de5\u4e1a\u754c\u5e7f\u6cdb\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u51b3\u7b56\u6811\u4e0e\u96c6\u6210\u5b66\u4e60<\/strong><\/li>\n\n\n\n<li>1984 \u5e74 CART \u65b9\u6cd5\u63d0\u51fa\u3002<\/li>\n\n\n\n<li>\u968f\u540e\u53d1\u5c55\u51fa\u968f\u673a\u68ee\u6797\u3001Gradient Boosting \u7b49\u5f3a\u5927\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09<\/strong><\/li>\n\n\n\n<li>1990 \u5e74\u4ee3\u4e2d\u671f\u8d77\u98de\uff0c\u6838\u65b9\u6cd5\u7684\u63d0\u51fa\u4f7f\u5f97 SVM \u5728\u5c0f\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u8868\u73b0\u6781\u4f73\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e00\u65f6\u671f\u7684\u7279\u70b9\u662f\uff1a<br><strong>\u6a21\u578b\u7ed3\u6784\u7b80\u5355\uff0c\u53ef\u89e3\u91ca\u6027\u5f3a\uff0c\u4f46\u4f9d\u8d56\u4eba\u5de5\u7279\u5f81\u5de5\u7a0b\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u6df1\u5ea6\u5b66\u4e60\u590d\u5174\uff081990s\u20132010s\uff09\uff1a\u4ee5 CNN \u548c RNN \u4e3a\u4ee3\u8868<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6df1\u5ea6\u5b66\u4e60\u7684\u56de\u6f6e<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1986 \u5e74\uff0c\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u88ab\u7cfb\u7edf\u5730\u63d0\u51fa\uff0c\u4f7f\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u6210\u4e3a\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u4f46\u53d7\u9650\u4e8e\u6570\u636e\u89c4\u6a21\u548c\u8ba1\u7b97\u80fd\u529b\uff0c\u771f\u6b63\u7684\u7a81\u7834\u53d1\u751f\u5728 2010 \u5e74\u4ee3\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u4e3b\u5bfc\u89c6\u89c9\uff081998\u20132015\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. LeNet\uff081998\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LeCun \u63d0\u51fa\u7684 LeNet-5 \u662f CNN \u7684\u5148\u9a71\uff0c\u7528\u4e8e\u624b\u5199\u6570\u5b57\u8bc6\u522b\u3002<\/li>\n\n\n\n<li>\u7531\u4e8e\u786c\u4ef6\u9650\u5236\uff0c\u5f53\u65f6\u5f71\u54cd\u6709\u9650\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. AlexNet\uff082012\uff09\uff1a\u6df1\u5ea6\u5b66\u4e60\u7684\u91cc\u7a0b\u7891<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728 ImageNet \u4e0a\u53d6\u5f97\u538b\u5012\u6027\u80dc\u5229\uff0c\u4f7f\u6df1\u5ea6\u5b66\u4e60\u4e00\u4e3e\u6210\u4e3a\u4e3b\u6d41\u3002<\/li>\n\n\n\n<li>\u4e24\u4e2a\u5173\u952e\u56e0\u7d20\u4f7f\u8fd9\u4ef6\u4e8b\u6210\u4e3a\u8f6c\u6298\u70b9\uff1a<\/li>\n\n\n\n<li>GPU \u5927\u5e45\u52a0\u901f\u8bad\u7ec3<\/li>\n\n\n\n<li>\u66f4\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u66f4\u6df1\u3001\u66f4\u9ad8\u6548\u7684 CNN\uff082013\u20132016\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>VGG\uff082014\uff09\uff1a\u4ee5\u7b80\u5355\u5806\u53e0\u5377\u79ef\u5e26\u6765\u9ad8\u6027\u80fd\u3002<\/li>\n\n\n\n<li>GoogLeNet\uff082014\uff09\uff1a\u63d0\u51fa Inception \u7ed3\u6784\u3002<\/li>\n\n\n\n<li>ResNet\uff082015\uff09\uff1a\u901a\u8fc7\u6b8b\u5dee\u7ed3\u6784\u6210\u529f\u7a81\u7834 100 \u5c42\u30011000 \u5c42\u6df1\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<p>CNN \u5f7b\u5e95\u6539\u53d8\u4e86\u56fe\u50cf\u8bc6\u522b\u3001\u76ee\u6807\u68c0\u6d4b\u3001\u5206\u5272\u7b49\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001RNN \u4e0e\u5e8f\u5217\u6a21\u578b\uff081990s\u20132016\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. RNN \u53ca\u5176\u6539\u8fdb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RNN\uff081980s\uff09\u80fd\u5904\u7406\u5e8f\u5217\u6570\u636e\uff0c\u4f46\u5b58\u5728\u68af\u5ea6\u6d88\u5931\u95ee\u9898\u3002<\/li>\n\n\n\n<li>LSTM\uff081997\uff09\u548c GRU\uff082014\uff09\u7f13\u89e3\u4e86\u957f\u4f9d\u8d56\u95ee\u9898\uff0c\u4f7f RNN \u5728\u4ee5\u4e0b\u4efb\u52a1\u4e2d\u6210\u4e3a\u4e3b\u6d41\uff1a<\/li>\n\n\n\n<li>\u8bed\u97f3\u8bc6\u522b<\/li>\n\n\n\n<li>\u673a\u5668\u7ffb\u8bd1<\/li>\n\n\n\n<li>\u6587\u672c\u751f\u6210<\/li>\n\n\n\n<li>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. seq2seq\uff082014\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google \u63d0\u51fa\u7684 Encoder\u2013Decoder \u7ed3\u6784\uff0c\u4f7f\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u80fd\u529b\u5927\u5e45\u63d0\u5347\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f46 RNN \u7684\u7f3a\u70b9\u4e5f\u5f88\u660e\u663e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u96be\u4ee5\u5e76\u884c\u8ba1\u7b97<\/li>\n\n\n\n<li>\u5bf9\u957f\u5e8f\u5217\u4f9d\u8d56\u5efa\u6a21\u4ecd\u4e0d\u591f\u7406\u60f3<\/li>\n\n\n\n<li>\u8bad\u7ec3\u6210\u672c\u9ad8<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u9650\u5236\u4e3a\u4e0b\u4e00\u4ee3\u67b6\u6784\u7684\u51fa\u73b0\u521b\u9020\u4e86\u673a\u4f1a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001Transformer \u2014\u2014 \u7edf\u4e00\u67b6\u6784\u7684\u5230\u6765\uff082017 \u81f3\u4eca\uff09<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">1. Transformer\uff082017\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vaswani \u7b49\u4eba\u53d1\u8868\u300aAttention Is All You Need\u300b\u3002<\/li>\n\n\n\n<li>\u6838\u5fc3\u521b\u65b0\u662f <strong>\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff08Self-attention\uff09<\/strong>\uff0c\u5e76\u5b8c\u5168\u79fb\u9664\u5faa\u73af\u7ed3\u6784\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5176\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e76\u884c\u5ea6\u9ad8\uff0c\u8bad\u7ec3\u901f\u5ea6\u8fdc\u8d85 RNN<\/li>\n\n\n\n<li>\u80fd\u6355\u6349\u4efb\u610f\u8ddd\u79bb\u7684\u4f9d\u8d56\u5173\u7cfb<\/li>\n\n\n\n<li>\u6613\u6269\u5c55\u5230\u5927\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u7bc7\u8bba\u6587\u76f4\u63a5\u6539\u53d8\u4e86 NLP \u7684\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b\u65f6\u4ee3\uff082018\u20132024\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. BERT \u7cfb\u5217\uff082018\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8e Transformer \u7684\u53cc\u5411\u7f16\u7801\u5668\u67b6\u6784\u3002<\/li>\n\n\n\n<li>\u5728\u4e00\u7cfb\u5217 NLP \u4efb\u52a1\u4e0a\u5237\u65b0\u8bb0\u5f55\u3002<\/li>\n\n\n\n<li>\u63a8\u52a8\u4e86\u201c\u9884\u8bad\u7ec3 + \u5fae\u8c03\u201d\u7684\u8303\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. GPT \u7cfb\u5217\uff082018\u2013\u81f3\u4eca\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u81ea\u56de\u5f52 Transformer \u4e3a\u57fa\u7840\uff0c\u7528\u89c4\u6a21\u9a71\u52a8\u6027\u80fd\u3002<\/li>\n\n\n\n<li>GPT-3 \u8bc1\u5b9e\u4e86\u201c\u5927\u6a21\u578b\u80fd\u529b\u6d8c\u73b0\u201d\u73b0\u8c61\uff0c\u4f7f\u8bed\u8a00\u6a21\u578b\u6210\u4e3a\u901a\u7528\u667a\u80fd\u7684\u57fa\u7840\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. Vision Transformer\uff082020\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u5e7f Transformer \u81f3\u89c6\u89c9\u9886\u57df\uff0c\u7b2c\u4e00\u6b21\u6311\u6218 CNN \u7684\u6838\u5fc3\u5730\u4f4d\u3002<\/li>\n\n\n\n<li>\u968f\u540e\u53d1\u5c55\u51fa ViT\u3001Swin Transformer \u7b49\u5927\u91cf\u53d8\u4f53\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u591a\u6a21\u6001\u6a21\u578b\uff082021\u20132025\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CLIP\u3001DALL\u00b7E\u3001Flamingo \u7b49\u6a21\u578b\u5c55\u793a\u4e86\u8de8\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u7edf\u4e00\u67b6\u6784\u8fdb\u4e00\u6b65\u6269\u5c55\u5230\u56fe\u50cf\u3001\u89c6\u9891\u3001\u97f3\u9891\u548c\u5f3a\u5316\u5b66\u4e60\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e03\u3001\u73b0\u72b6\u4e0e\u8d8b\u52bf\uff1a\u7edf\u4e00\u67b6\u6784\u4e0e\u5927\u6a21\u578b<\/h1>\n\n\n\n<p>\u5f53\u524d Transformer \u5df2\u6210\u4e3a\u4e3b\u6d41\uff0c\u4e0e\u4e4b\u76f8\u5173\u7684\u8d8b\u52bf\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b\u6210\u4e3a\u57fa\u7840\u8bbe\u65bd<\/strong><\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u7edf\u4e00\u67b6\u6784\u4e0d\u65ad\u53d1\u5c55<\/strong><\/li>\n\n\n\n<li><strong>\u5927\u6a21\u578b\u9a71\u52a8\u7684\u5e94\u7528\u7206\u53d1\uff0c\u5982\u667a\u80fd\u52a9\u624b\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u8bbe\u8ba1\u8f85\u52a9<\/strong><\/li>\n\n\n\n<li><strong>\u66f4\u9ad8\u6548\u7684\u6ce8\u610f\u529b\u673a\u5236\u548c\u63a8\u7406\u4f18\u5316\u65b9\u6cd5\u6301\u7eed\u6d8c\u73b0<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u6b63\u671d\u7740\u66f4\u52a0\u901a\u7528\u3001\u66f4\u5177\u63a8\u7406\u80fd\u529b\u7684\u65b9\u5411\u8fc8\u8fdb\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u603b\u7ed3<\/h1>\n\n\n\n<p>\u4ece\u4f20\u7edf\u7b97\u6cd5\u5230\u6df1\u5ea6\u5b66\u4e60\uff0c\u518d\u5230\u5927\u89c4\u6a21 Transformer \u6a21\u578b\uff0c\u673a\u5668\u5b66\u4e60\u7ecf\u5386\u4e86\u4e09\u4e2a\u91cd\u8981\u9636\u6bb5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4f20\u7edf\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u4f9d\u8d56\u7279\u5f81\u5de5\u7a0b\uff0c\u6a21\u578b\u7ed3\u6784\u7b80\u5355\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60\u65f6\u671f\uff08CNN\/RNN\uff09<\/strong>\uff1a\u81ea\u52a8\u5b66\u4e60\u7279\u5f81\uff0c\u7a81\u7834\u89c6\u89c9\u4e0e\u5e8f\u5217\u5efa\u6a21\u3002<\/li>\n\n\n\n<li><strong>Transformer \u65f6\u4ee3<\/strong>\uff1a\u7edf\u4e00\u7684\u67b6\u6784\uff0c\u5177\u5907\u53ef\u6269\u5c55\u6027\u548c\u5927\u6a21\u578b\u80fd\u529b\uff0c\u63a8\u52a8 AI \u8fdb\u5165\u8de8\u9886\u57df\u4e0e\u901a\u7528\u9636\u6bb5\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e00\u53d1\u5c55\u8fc7\u7a0b\u4e0d\u4ec5\u662f\u6280\u672f\u7684\u6f14\u5316\uff0c\u66f4\u6298\u5c04\u51fa\u6570\u636e\u3001\u7b97\u529b\u4e0e\u7b97\u6cd5\u4e09\u5927\u8981\u7d20\u5171\u540c\u63a8\u52a8\u667a\u80fd\u6f14\u8fdb\u7684\u89c4\u5f8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u673a\u5668\u5b66\u4e60\u7684\u53d1\u5c55\u8de8\u8d8a\u4e86\u6570\u5341\u5e74\uff0c\u4ece\u6700\u521d\u57fa\u4e8e\u6570\u5b66\u4e0e\u89c4\u5219\u7684\u4f20\u7edf\u65b9\u6cd5\uff0c\u9010\u6b65\u8d70\u5411\u5927\u89c4\u6a21\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u518d\u5230\u5982\u4eca\u4ee5 Trans &hellip; <a href=\"https:\/\/www.houyy.com\/index.php\/2025\/12\/10\/ai-briey-history\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u673a\u5668\u5b66\u4e60\u53d1\u5c55\u53f2\uff1a\u4ece\u4f20\u7edf\u7b97\u6cd5\u5230 Transformer \u65f6\u4ee3<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-68","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/posts\/68","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/comments?post=68"}],"version-history":[{"count":1,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/posts\/68\/revisions"}],"predecessor-version":[{"id":69,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/posts\/68\/revisions\/69"}],"wp:attachment":[{"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/media?parent=68"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/categories?post=68"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.houyy.com\/index.php\/wp-json\/wp\/v2\/tags?post=68"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}