{"id":24,"date":"2026-07-01T17:52:05","date_gmt":"2026-07-01T09:52:05","guid":{"rendered":"https:\/\/ai.starshiny.com\/?p=24"},"modified":"2026-07-01T17:52:05","modified_gmt":"2026-07-01T09:52:05","slug":"loop-hugging-face-2","status":"publish","type":"post","link":"https:\/\/starshiny.com\/index.php\/2026\/07\/01\/loop-hugging-face-2\/","title":{"rendered":"Loop\u4e16\u754c\u6a21\u578b\u8bba\u6587\u767b\u9876Hugging Face\uff0c\u6765\u81ea\u4e2d\u56fd\u4e00\u5bb6\u521d\u521b\uff0c\u5468\u9e3f\u794e\u9646\u5947\u90fd\u6295\u4e86"},"content":{"rendered":"<p><!--\u6458\u8981\u6837\u5f0f--><\/p>\n<p>Prompt\u8fd8\u6ca1\u9000\u573a\uff0cLoop\u5df2\u7ecf\u5f00\u59cb\u63a5\u7ba1AI\u53d9\u4e8b\u3002<\/p>\n<p>\u8fd9\u4e24\u5468\uff0c\u7845\u8c37\u5f00\u53d1\u8005\u5708\u6700\u70ed\u7684\u8bcd\u4e4b\u4e00\uff0c\u662f<strong>Loop 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data-height=\"940\"\/>\u25b3\u8138\u8c31\u5fc3\u667aFounder\u9646\u5f18\u8fdc<\/p>\n<p>\u8fd9\u79cd\u521b\u59cb\u4eba\u7279\u8d28\u548c\u56e2\u961f\u51dd\u805a\u529b\uff0c\u662f\u661f\u8fde\u8d44\u672c\u51b3\u5b9a\u6295\u8d44\u7684\u91cd\u8981\u539f\u56e0\u3002<\/p>\n<p>\u8138\u8c31\u5fc3\u667a\u7684\u6295\u8d44\u65b9360\u96c6\u56e2\u6295\u524d\u8d1f\u8d23\u4eba\u5411\u5176\u5947\u8868\u793a\uff1a\u201c\u9646\u535a\u58eb\u662f\u6211\u89c1\u8fc7\u6700\u9876\u5c16\u7684\u5e74\u8f7bAI\u7814\u7a76\u8005\u4e4b\u4e00\u3002\u201d<\/p>\n<p>\u5728\u4ed6\u770b\u6765\uff0c\u9646\u5f18\u8fdc\u5173\u6ce8\u7684\u5e76\u975e\u5c40\u90e8\u4f18\u5316\uff0c\u800c\u662f<strong>\u6a21\u578b\u5e95\u5c42\u539f\u7406\u548c\u67b6\u6784\u521b\u65b0<\/strong>\u3002<\/p>\n<p>\u5f53\u884c\u4e1a\u8fd8\u5728\u8ba8\u8bba\u4e16\u754c\u6a21\u578b\u6982\u5ff5\u65f6\uff0c\u8138\u8c31\u5fc3\u667a\u5df2\u7ecf\u4ece\u96f6\u8bad\u7ec3\u4e16\u754c\u6a21\u578b\uff0c\u5e76\u5728\u591a\u79cdbenchmarking\u4e0a\u5f97\u5230\u4e86\u884c\u4e1aSOTA\u7ea7\u522b\u6210\u679c\u3002<\/p>\n<p>\u6b64\u540e\uff0c\u9646\u5f18\u8fdc\u63d0\u51fa\u7684<strong>Adam\u2019s Law<\/strong>\u53d7\u5230\u6d77\u5916\u5934\u90e8\u6a21\u578b\u5382\u5546Anthropic\u7684\u5173\u6ce8\u548c\u9a8c\u8bc1\uff0c\u56e2\u961f\u6700\u65b0\u63d0\u51fa\u7684Loop\u5faa\u73af\u67b6\u6784\u5219\u8fdb\u4e00\u6b65\u63a2\u7d22\u4e16\u754c\u6a21\u578b\u957f\u65f6\u5e8f\u8bad\u7ec3\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" style=\"max-width:100%;height:auto\" src=\"https:\/\/i.qbitai.com\/wp-content\/uploads\/2026\/07\/ed2b051a72ca1e9765527fbfab9d01cc.webp\" data-ic-uri=\"\" data-height=\"866\"\/><\/p>\n<p>\u201c\u8fed\u4ee3\u901f\u5ea6\u60ca\u4eba\u3002\u6bcf\u6b21\u6c9f\u901a\u524d\uff0c\u6211\u90fd\u4f1a\u5148\u53bb\u770b\u4ed6\u4eec\u6700\u65b0\u53d1\u5e03\u7684\u8bba\u6587\u548c\u6280\u672f\u62a5\u544a\u3002\u201d\u5411\u5176\u5947\u611f\u6168\uff0c\u4ece\u4ed6\u4eec\u8eab\u4e0a\u771f\u6b63\u4f53\u4f1a\u5230\u4e86\u4ec0\u4e48\u53eb\u505a\u201c\u4e00\u6b21\u6295\u8d44\uff0c\u7ec8\u751f\u5b66\u4e60\u201d\u3002<\/p>\n<p>\u5173\u4e8e\u4e3a\u4ec0\u4e48\u662f\u4e00\u5bb6\u4e2d\u56fd\u7684\u521d\u521b\u516c\u53f8\u80fd\u505a\u51fa\u8fd9\u6837\u4e00\u9879\u5de5\u4f5c\uff0c\u9646\u5f18\u8fdc\u56de\u7b54\uff1a<\/p>\n<blockquote>\n<p>\u4e2d\u56fd\u73b0\u5728\u662f\u4e00\u4e2a\u9ad8\u5bc6\u5ea6AI\u4eba\u624d\u7684\u56fd\u5bb6\uff0c\u8fd9\u662f\u6211\u4eec\u80fd\u505a\u51fa\u4e00\u7bc7\u5212\u65f6\u4ee3\u7684\u4e16\u754c\u6a21\u578b\u5de5\u4f5c\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<\/blockquote>\n<p>FaceMind\u672a\u6765\u4e5f\u4f1a\u88ab\u66f4\u591a\u7684\u56fd\u9645\u89c6\u91ce\u6240\u6355\u6349\uff0c\u5c31\u50cf\u4ed6\u4eec\u7684\u5de5\u4f5c\u524d\u51e0\u5468\u521a\u521a\u5728X\u4e0a\u88abAnthropic\/Facebook\u7684\u6295\u8d44\u4ebaAccel\u70b9\u8d5e\u4e86\u3002<\/p>\n<h1 data-track=\"47\">\u8bba\u6587\u5230\u5e95\u505a\u4e86\u4ec0\u4e48\uff1f<\/h1>\n<p>\u8bf4\u5f97\u76f4\u767d\u4e00\u70b9\uff0cLoopWM\u5e72\u7684\u4e8b\u662f\uff1a<\/p>\n<p><strong>\u4e0d\u518d\u8ba9\u6a21\u578b\u4e00\u6b21\u524d\u5411\u4f20\u64ad\u5c31\u628a\u4e16\u754c\u72b6\u6001\u201c\u731c\u5b8c\u201d\uff0c\u800c\u662f\u8ba9\u5b83\u901a\u8fc7\u5171\u4eab\u53c2\u6570\u7684Transformer\u6a21\u5757\uff0c\u5bf9\u6f5c\u5728\u73af\u5883\u72b6\u6001\u505a\u53cd\u590d\u8fed\u4ee3\u7ec6\u5316\u3002<\/strong><\/p>\n<p><img decoding=\"async\" style=\"max-width:100%;height:auto\" src=\"https:\/\/i.qbitai.com\/wp-content\/uploads\/2026\/07\/64d7e1fb4a6ec65c1310982d12807694.webp\" data-ic-uri=\"\" data-height=\"608\"\/><\/p>\n<p>\u8fd9\u80cc\u540e\u6709\u4e2a\u5f88\u5b9e\u9645\u7684\u77db\u76fe\u3002<\/p>\n<p>\u8981\u505a\u9ad8\u8d28\u91cf\u3001\u957f\u65f6\u7a0b\u7684\u73af\u5883\u6a21\u62df\uff0c\u8ba1\u7b97\u5fc5\u987b\u8db3\u591f\u6df1\uff1b\u4f46\u6a21\u578b\u4e00\u65e6\u505a\u6df1\uff0c\u53c2\u6570\u91cf\u548c\u63a8\u7406\u6210\u672c\u5c31\u4f1a\u4e00\u8d77\u98d9\u5347\u3002<\/p>\n<p>\u800c\u4e14rollout\u8d8a\u957f\uff0c\u8bef\u5dee\u8d8a\u5bb9\u6613\u5c42\u5c42\u7d2f\u79ef\uff0c\u6700\u540e\u628a\u6574\u4e2a\u6a21\u62df\u62d6\u57ae\u3002<\/p>\n<p>\u8bba\u6587\u91cc\u7684\u539f\u8bdd\u662f\uff1a<\/p>\n<blockquote>\n<p>faithful long-horizon simulation demands deep computation, but deeper models are expensive to deploy and prone to compounding errors\u3002\uff08\u9ad8\u4fdd\u771f\u7684\u957f\u65f6\u7a0b\u6a21\u62df\u9700\u8981\u6df1\u5ea6\u8ba1\u7b97\uff0c\u4f46\u6a21\u578b\u8d8a\u6df1\uff0c\u90e8\u7f72\u4ee3\u4ef7\u8d8a\u9ad8\uff0c\u8bef\u5dee\u7d2f\u79ef\u7684\u98ce\u9669\u4e5f\u968f\u4e4b\u4e0a\u5347\u3002\uff09<\/p>\n<\/blockquote>\n<p>LoopWM\u7684\u601d\u8def\u662f\uff0c\u628a\u201c\u6df1\u5ea6\u201d\u4ece\u4e00\u6b21\u6027\u5806\u53e0\uff0c\u6539\u6210<strong>\u5faa\u73af\u5f0f\u590d\u7528<\/strong>\u3002<\/p>\n<p>\u5b83\u4e0d\u7528\u6bcf\u52a0\u6df1\u4e00\u70b9\u80fd\u529b\u5c31\u65b0\u589e\u4e00\u5927\u5806\u53c2\u6570\uff0c\u800c\u662f\u901a\u8fc7<strong>\u5171\u4eab\u53c2\u6570\u7684transformer block<\/strong>\uff0c\u5bf9\u540c\u4e00\u4e2alatent state\uff08\u6f5c\u7a7a\u95f4\u8868\u793a\uff09\u53cd\u590d\u505arefinement\uff08\u7ec6\u5316\uff09\u3002<\/p>\n<p>\u7b80\u5355\u573a\u666f\u5c11\u8dd1\u51e0\u8f6e\uff0c\u590d\u6742\u573a\u666f\u591a\u8dd1\u51e0\u8f6e\uff0c\u8ba1\u7b97\u6df1\u5ea6\u5f00\u59cb\u8ddf\u968f\u4efb\u52a1\u590d\u6742\u5ea6\u52a8\u6001\u53d8\u5316\u3002<\/p>\n<p>\u8bba\u6587\u628a\u8fd9\u4ef6\u4e8b\u6982\u62ec\u6210\u4e00\u6761\u65b0\u7684scaling axis\uff08\u6269\u5c55\u7ef4\u5ea6\uff09\uff1aiterative latent depth\uff08\u8fed\u4ee3\u6f5c\u7a7a\u95f4\u6df1\u5ea6\uff09\uff0c\u72ec\u7acb\u4e8e\u6a21\u578b\u89c4\u6a21\u548c\u8bad\u7ec3\u6570\u636e\u4e4b\u5916\u3002<\/p>\n<p>\u4e16\u754c\u6a21\u578b\u53d8\u5f3a\uff0c\u4ee5\u540e\u672a\u5fc5\u53ea\u80fd\u9760\u201c\u66f4\u5927\u201d\uff0c\u4e5f\u53ef\u4ee5\u9760<strong>\u201c\u66f4\u4f1a\u53cd\u590d\u60f3\u201d<\/strong>\u3002<\/p>\n<p>\u6570\u5b57\u662f\u6700\u6709\u8bf4\u670d\u529b\u7684\u90e8\u5206\u3002\u8bba\u6587\u7ed9\u51fa\u7684\u7ed3\u8bba\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u53c2\u6570\u6548\u7387\u6700\u9ad8\u53ef\u5b9e\u73b0<strong>100\u00d7\u63d0\u5347<\/strong>\uff1b<\/li>\n<li>\u5bf9\u4e8e\u7b80\u5355\u72b6\u6001\u8f6c\u79fb\uff0c\u5355\u6b65\u63a8\u7406FLOPs\u53ef\u51cf\u5c11\u7ea6<strong>25\u00d7<\/strong>\uff1b<\/li>\n<li>\u5728\u957f\u65f6\u7a0brollout\u4e2d\uff0c\u6574\u4f53\u8ba1\u7b97\u8282\u7701\u6700\u9ad8\u53ef\u8fbe<strong>\u4e24\u4e2a\u6570\u91cf\u7ea7<\/strong>\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u90fd\u4e0d\u662f\u201c\u8bf4\u6cd5\u4e0a\u7684\u4f18\u5316\u201d\uff0c\u800c\u662f\u76f4\u63a5\u6307\u5411\u90e8\u7f72\u6210\u672c\u3001\u63a8\u7406\u6548\u7387\u548c\u957f\u7a0b\u7a33\u5b9a\u6027\u7684\u6838\u5fc3\u6307\u6807\u3002<\/p>\n<p>\u6839\u636e\u8bba\u6587\u62a5\u544a\uff0c\u5728ScienceWorld\u57fa\u51c6\u6d4b\u8bd5\u4e0a\uff0cLoopWM\u80fd\u5728world modelling\u5782\u7c7b\u4efb\u52a1\u4e0a\uff0c\u6bd4\u80a9<strong>\u53c2\u6570\u91cf\u9ad8\u51fa\u4e24\u4e2a\u6570\u91cf\u7ea7<\/strong>\u7684\u66f4\u5927\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u5b83\u4e0d\u662f\u201c\u7528\u66f4\u5927\u7684\u6a21\u578b\u8d62\u4e86\u201d\uff0c\u800c\u662f<strong>\u7528\u66f4\u806a\u660e\u7684\u8ba1\u7b97\u65b9\u5f0f\u8d62\u4e86\u90e8\u5206\u5173\u952e\u4efb\u52a1<\/strong>\u3002<\/p>\n<h1 data-track=\"67\">\u8fd9\u4e0d\u53ea\u662fAgent\u5347\u7ea7\uff0c\u662fAI\u8ba4\u77e5\u5c42\u5728\u6362\u6321<\/h1>\n<p>AI\u793e\u533a\u91cc\u6709\u4e00\u79cd\u6b63\u5728\u53d8\u6e05\u6670\u7684\u7126\u8651\uff1a<\/p>\n<p>\u5149\u4f1a\u8bf4\u8bdd\u4e0d\u591f\uff0c\u5149\u4f1a\u8c03\u5de5\u5177\u4e5f\u4e0d\u591f\uff0c\u771f\u6b63\u96be\u7684\u662f<strong>\u5728\u957f\u94fe\u8def\u3001\u52a8\u6001\u73af\u5883\u3001\u590d\u6742\u53cd\u9988\u91cc\uff0c\u7ef4\u6301\u7a33\u5b9a\u7684\u63a8\u6f14\u80fd\u529b<\/strong>\u3002<\/p>\n<p>Loop Engineering\u5bf9\u6b64\u7ed9\u51fa\u7684\u7b54\u6848\u662f\u95ed\u73af\uff0c\u8ba9AI\u80fd\u81ea\u5df1\u63a8\u8fdb\u3002<\/p>\n<p>LoopWM\u8d70\u5f97\u66f4\u8fdc\u4e00\u6b65\uff1a\u7ed9AI\u4e00\u5957\u673a\u5236\uff0c\u8ba9\u5b83\u5728\u63a8\u8fdb\u8fc7\u7a0b\u4e2d<strong>\u5bf9\u4e16\u754c\u72b6\u6001\u8fdb\u884c\u53cd\u590d\u3001\u7a33\u5b9a\u3001\u6309\u9700\u7684\u8ba1\u7b97<\/strong>\u3002<\/p>\n<p>X\u4e0a\u5173\u4e8eLoopWM\u7684\u8ba8\u8bba\uff0c\u4e5f\u4ece\u4fa7\u9762\u8bf4\u660e\u4e86\u8fd9\u4ef6\u4e8b\u7684\u5206\u91cf<\/p>\n<p>\u793e\u533a\u7684\u6ce8\u610f\u529b\u6ca1\u6709\u505c\u5728\u201c100\u00d7\u53c2\u6570\u6548\u7387\u201d\u8fd9\u4e2a\u53e3\u53f7\u4e0a\uff0c\u800c\u662f\u843d\u5728\u51e0\u4e2a\u66f4\u672c\u8d28\u7684\u6280\u672f\u8bcd\u6c47\uff1a<\/p>\n<p>shared transformer block\uff08\u5171\u4eabTransformer\u6a21\u5757\uff09\u3001adaptive compute\uff08\u81ea\u9002\u5e94\u8ba1\u7b97\uff09\u3001spectral stability\uff08\u8c31\u7a33\u5b9a\u6027\uff09\u3001deferred decoding\uff08\u5ef6\u8fdf\u89e3\u7801\uff09\u3001iterative latent depth\uff08\u8fed\u4ee3\u6f5c\u7a7a\u95f4\u6df1\u5ea6\uff09\u2026\u2026<\/p>\n<p>\u8fd9\u4e9b\u8bcd\u80cc\u540e\u6307\u5411\u540c\u4e00\u4e2a\u5224\u65ad\uff1a\u4e16\u754c\u6a21\u578b\u53ef\u80fd\u7ec8\u4e8e\u627e\u5230\u4e86\u4e00\u6761\u6bd4<strong>\u201c\u7ee7\u7eed\u5806\u53c2\u6570\u201d\u66f4\u4f18\u96c5\u7684\u8fdb\u5316\u8def\u5f84<\/strong>\u3002<\/p>\n<p>\u8fc7\u53bb\u4e00\u5e74\uff0cAgent\u6700\u5927\u7684\u53d8\u5316\uff0c\u662f\u8ba9AI\u4ece\u201c\u56de\u7b54\u5de5\u5177\u201d\u53d8\u6210\u201c\u6267\u884c\u5de5\u5177\u201d\u3002<\/p>\n<p>LoopWM\u6307\u5411\u7684\u53d8\u5316\uff0c\u5219\u66f4\u8fdb\u4e00\u6b65\uff0c\u662f\u4ece\u201c\u6267\u884c\u7cfb\u7edf\u201d\u5f80\u201c\u4e16\u754c\u5efa\u6a21\u7cfb\u7edf\u201d\u8fc8\u4e00\u6b65\u3002<\/p>\n<p>\u524d\u8005\u89e3\u51b3\u6548\u7387\u95ee\u9898\uff1a\u600e\u4e48\u5c11\u70b9\u4eba\u5de5\u3001\u591a\u70b9\u81ea\u52a8\u5316\u3002<\/p>\n<p>\u540e\u8005\u89e3\u51b3\u7684\u662f\u4e0a\u9650\u95ee\u9898\uff1a<\/p>\n<blockquote>\n<p>\u5f53AI\u771f\u6b63\u8fdb\u5165\u673a\u5668\u4eba\u3001\u4eff\u771f\u8bad\u7ec3\u3001\u7a7a\u95f4\u4ea4\u4e92\u8fd9\u7c7b\u590d\u6742\u73af\u5883\uff0c\u5b83\u9760\u4ec0\u4e48\u7ef4\u6301\u5bf9\u4e16\u754c\u7684\u8fde\u7eed\u7406\u89e3\u3002<\/p>\n<\/blockquote>\n<p>\u674e\u98de\u98de\u8c08\u5230\u7a7a\u95f4\u667a\u80fd\u65f6\u8bf4\uff0c\u4eca\u5929\u7684\u5927\u8bed\u8a00\u6a21\u578b\u64c5\u957f\u5904\u7406\u8bed\u8a00\uff0c\u5374\u7f3a\u4e4f\u5bf9\u7269\u7406\u4e16\u754c\u771f\u6b63\u624e\u6839\u7684\u7406\u89e3\uff1b\u800c\u4e16\u754c\u6a21\u578b\uff0c\u6b63\u662f\u901a\u5411\u8fd9\u79cd\u7a7a\u95f4\u4e0e\u7269\u7406\u7406\u89e3\u7684\u91cd\u8981\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>LoopWM\u7684\u610f\u4e49\u5c31\u5728\u8fd9\u6761\u7ebf\u4e0a\uff1a<strong>\u5b83\u628aLoop\u8fd9\u4e2a\u539f\u672c\u5c5e\u4e8eAgent\u5de5\u4f5c\u6d41\u7684\u6982\u5ff5\uff0c\u7b2c\u4e00\u6b21\u660e\u786e\u63a8\u8fdb\u5230\u4e86world model\u672c\u4f53\u91cc\uff0c\u6362\u7684\u662f\u4e00\u5957\u589e\u957f\u903b\u8f91\uff0c\u4e0d\u662f\u4fee\u4fee\u8865\u8865\u3002<\/strong><\/p>\n<p>\u7845\u8c37\u5148\u804a\u70ed\u7684\u662fLoop Engineering\u2014\u2014\u8d34\u8fd1\u5f00\u53d1\u8005\u4f53\u9a8c\uff0c\u4e5f\u66f4\u7b26\u5408\u201c\u8ba9AI\u81ea\u5df1\u8dd1\u8d77\u6765\u201d\u7684\u53d9\u4e8b\u3002<\/p>\n<p>\u4f46\u628a\u65f6\u95f4\u62c9\u957f\uff0c\u771f\u6b63\u503c\u5f97\u53cd\u590d\u770b\u7684\uff0c\u53ef\u80fd\u53cd\u800c\u662fLooped World Models\u8fd9\u7c7b\u5de5\u4f5c\u3002<\/p>\n<p>\u56e0\u4e3a\u5b83\u8bd5\u56fe\u56de\u7b54\u7684\u662f\uff0cAI\u5728\u81ea\u52a8\u8fd0\u884c\u4e2d\uff0c\u80fd\u4e0d\u80fd\u771f\u6b63\u7406\u89e3\u4e16\u754c\u3002\u8fd9\u4e00\u70b9\u51b3\u5b9a\u4e86\u7cfb\u7edf\u660e\u5929\u80fd\u4e0d\u80fd\u957f\u5927\u3002<\/p>\n<p>Prompt Engineering\u5b9a\u4e49\u4e86AI\u5982\u4f55\u56de\u5e94\u4eba\uff0cLoop Engineering\u5b9a\u4e49\u4e86AI\u5982\u4f55\u6301\u7eed\u505a\u4e8b\uff0c\u800cLooped World Models\u5b9a\u4e49\u7684\uff0c\u53ef\u80fd\u662f<strong>AI\u5982\u4f55\u5728\u505a\u4e8b\u65f6\u771f\u6b63\u7406\u89e3\u4e16\u754c<\/strong>\u3002<\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2606.18208<\/p>\n<p>                <!--\u7248\u6743\u58f0\u660e--><\/p>\n<h2>\u6765\u6e90<\/h2>\n<p><a href=\"https:\/\/www.qbitai.com\/2026\/07\/441225.html\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.qbitai.com\/2026\/07\/441225.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u91cd\u5199\u201cAI\u5982\u4f55\u53cd\u590d\u63a8\u6f14\u4e16\u754c\u201d<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[2],"tags":[],"class_list":["post-24","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/posts\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/comments?post=24"}],"version-history":[{"count":1,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/posts\/24\/revisions"}],"predecessor-version":[{"id":37,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/posts\/24\/revisions\/37"}],"wp:attachment":[{"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/media?parent=24"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/categories?post=24"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starshiny.com\/index.php\/wp-json\/wp\/v2\/tags?post=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}