{"id":2768,"date":"2024-09-23T13:15:38","date_gmt":"2024-09-23T05:15:38","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=2768"},"modified":"2024-09-23T17:02:45","modified_gmt":"2024-09-23T09:02:45","slug":"o1%e7%a0%94%e5%8f%91%e5%9b%a2%e9%98%9f%e9%a6%96%e6%ac%a1%e9%9b%86%e4%bd%93%e8%ae%bf%e8%b0%88%ef%bc%9a%e6%95%99ai%e6%95%b0r%e7%94%a8%e4%ba%86%e4%b8%80%e5%b9%b4%e5%8d%8a","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2024\/09\/23\/o1%e7%a0%94%e5%8f%91%e5%9b%a2%e9%98%9f%e9%a6%96%e6%ac%a1%e9%9b%86%e4%bd%93%e8%ae%bf%e8%b0%88%ef%bc%9a%e6%95%99ai%e6%95%b0r%e7%94%a8%e4%ba%86%e4%b8%80%e5%b9%b4%e5%8d%8a\/","title":{"rendered":"o1\u7814\u53d1\u56e2\u961f\u9996\u6b21\u96c6\u4f53\u8bbf\u8c08\uff1a\u6559AI\u6570r\u7528\u4e86\u4e00\u5e74\u534a"},"content":{"rendered":"\t\t
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\u7b11\u6b7b\uff0c\u539f\u6765 o1 \u4e5f\u50cf\u4eba\u7c7b\u4e00\u6837\u559c\u6b22\u8d76 ddl\u3002<\/p>

\u8fd9\u662f\u5728 o1 \u56e2\u961f\u7684 ” \u5927\u578b\u89c1\u9762\u4f1a ” \u4e0a\uff0cOpenAI \u521b\u59cb\u6210\u5458 Wojciech Zaremba \u63ed\u5f00\u7684 o1″ \u9ed1\u5386\u53f2 “\u3002<\/p>

<\/div><\/div>

\u5305\u62ec Zaremba \u5728\u5185\u7684 18 \u540d\u56e2\u961f\u6210\u5458\uff0c\u5728\u9996\u5e2d\u7814\u7a76\u5b98 Bob McGrew \u7684\u5e26\u9886\u4e4b\u4e0b\u56f4\u5750\u4e00\u56e2\u3002<\/p>

o1 \u6838\u5fc3\u8d21\u732e\u8005 Hyung Won Chung\u3001Noam Brown \u7b49\u5173\u952e\u4eba\u7269\uff0c\u4e5f\u90fd\u5728\u6b64\u5217\u3002<\/p>

\u968f\u7740\u6210\u5458\u4eec\u7684\u8e0a\u8dc3\u53d1\u8a00\uff0co1 \u7684\u53d1\u5c55\u5386\u7a0b\u4e5f\u9010\u6e10\u88ab\u63ed\u5f00\u2014\u2014\u53d7 AlphaGo \u548c\u65e9\u671f GPT \u6a21\u578b\u7684\u542f\u53d1\uff0c\u60f3\u5230\u4e86\u5c06\u4e24\u5f20\u80cc\u540e\u7684\u8303\u5f0f\u7ed3\u5408\u3002<\/p>

\u540e\u6765\uff0c\u56e2\u961f\u8bad\u7ec3\u51fa\u4e86\u7b2c\u4e00\u4e2a\u53ef\u4ee5\u751f\u6210\u8fde\u8d2f\u601d\u7ef4\u94fe\u7684\u6a21\u578b\uff0c\u6807\u5fd7\u7740\u7814\u7a76\u65b9\u5411\u5f00\u59cb\u9010\u6e10\u660e\u6717\u548c\u805a\u7126\u2026\u2026<\/p>

\u5728\u5145\u6ee1\u677e\u5f1b\u611f\u7684\u6c14\u6c1b\u5f53\u4e2d\uff0c\u4f17\u4eba\u8fd8\u5206\u4eab\u4e86\u6709\u5173 o1 \u7814\u53d1\u7684\u8bb8\u591a\u8da3\u4e8b\uff1a<\/p>

\u5728 OpenAI \u5185\u90e8\uff0c\u4e5f\u559c\u6b22\u7528 ” \u6570 r” \u6765\u6d4b\u8bd5\u5927\u6a21\u578b\u80fd\u529b<\/p>

\u4e3a\u4e86\u89e3\u51b3 ” \u6570 r” \u7684\u95ee\u9898\uff0cOpenAI \u82b1\u8d39\u4e86\u4e00\u5e74\u534a<\/p>

\u6280\u672f\u4eba\u5458\u4f1a\u628a\u4ee3\u7801\u62a5\u9519\u4fe1\u606f\u76f4\u63a5\u4e22\u7ed9 o1 \u53bb debug<\/p>

o1 \u66fe\u7ecf\u8bf4\u8fc7\uff0c\u751f\u547d\u7684\u610f\u4e49\u662f “42”\uff0c\u8fd8\u8bd5\u56fe\u7528\u4ee3\u6570\u6765\u5b9a\u4e49 “love”<\/p>

\u540c\u65f6\u5728\u7814\u7a76\u8fc7\u7a0b\u4e2d\u4ed6\u4eec\u8fd8\u53d1\u73b0\uff0co1 \u4e0d\u4ec5\u6bd4\u4eba\u7c7b\u66f4\u5584\u4e8e\u53d1\u73b0\u65b0\u7684 CoT \u63a8\u7406\u6b65\u9aa4\uff0c\u5e76\u4e14\u8fd8\u6d8c\u73b0\u51fa\u4e86\u81ea\u6211\u6279\u8bc4\u80fd\u529b\u3002<\/p>

\u6709\u7f51\u53cb\u79f0\u8d5e\u8bf4\uff0c\u8fd9\u7684\u786e\u662f\u4e00\u4e2a\u51fa\u8272\u7684\u56e2\u961f\uff0c\u975e\u5e38\u559c\u6b22\u542c\u4ed6\u4eec\u7684\u53d1\u8a00\uff0c\u5e76\u4e14\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e5f\u786e\u5b9e\u6bd4\u4ee5\u524d\u5f3a\u3002<\/p>

<\/div><\/div>

\u91cf\u5b50\u4f4d\u6574\u7406\u4e86\u8fd9\u6b21\u8bbf\u8c08\u7684\u5b9e\u5f55\uff0c\u4e0b\u9762\u5c31\u4e00\u8d77\u6765\u770b ~<\/p>

o1 \u662f\u4ec0\u4e48\uff1f\u63a8\u7406\u53c8\u662f\u5565\uff1f<\/p>

Bob McGrew<\/strong>\uff1a\u6211\u662f OpenAI \u7814\u7a76\u56e2\u961f\u7684\u8d1f\u8d23\u4eba\uff0c\u6211\u4eec\u521a\u521a\u53d1\u5e03\u4e86 o1 \u548c o1-mini \u6a21\u578b\u3002<\/p>

\u5bf9\u6b64\u6211\u4eec\u611f\u5230\u975e\u5e38\u6fc0\u52a8\uff0c\u4eca\u5929\u6211\u4eec\u7684\u6574\u4e2a\u56e2\u961f\u805a\u96c6\u5728\u6b64\uff0c\u6765\u4ecb\u7ecd\u8fd9\u4e24\u4e2a\u6a21\u578b\u3002<\/p>

\u4ec0\u4e48\u662f o1\uff1f<\/p>

Bob McGrew<\/strong>\uff1a\u6240\u4ee5\uff0c\uff08\u7b2c\u4e00\u4e2a\u95ee\u9898\uff09\uff0c\u5230\u5e95\u4ec0\u4e48\u662f o1\uff1f<\/p>

Hyung Won Chung<\/strong>\uff1a\u6211\u4eec\u5f00\u542f\u4e86\u65b0\u7684\u6a21\u578b\u7cfb\u5217\uff0c\u5e76\u4e14\u8d77\u4e86\u4e00\u4e2a\u65b0\u7684\u540d\u5b57\u53eb o1\u3002<\/p>

\u8fd9\u662f\u4e3a\u4e86\u5f3a\u8c03\uff0c\u4e0e GPT-4o \u7b49\u4e4b\u524d\u7684\u6a21\u578b\u76f8\u6bd4\uff0co1 \u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u7a0d\u540e\u4f1a\u6709\u4eba\u8be6\u7ec6\u89e3\u91ca\u3002<\/p>

o1 \u662f\u4e00\u4e2a\u63a8\u7406\u6a21\u5f0f\uff0c\u6240\u4ee5\u5b83\u5728\u56de\u7b54\u95ee\u9898\u4e4b\u524d\u601d\u8003\u7684\u4f1a\u66f4\u591a\u3002<\/p>

\u6211\u4eec\u53d1\u5e03\u4e86\u4e24\u4e2a\u6a21\u578b\u2014\u2014\uff08\u6ee1\u8840\uff09o1 \u7684 o1-preview\uff0c\u4ee5\u53ca\u66f4\u5c0f\u3001\u66f4\u5feb\u7684 o1-mini\uff0c\u5b83\u548c\uff08\u6ee1\u8840\uff09o1 \u91c7\u7528\u7684\u662f\u76f8\u540c\u7684\u8bad\u7ec3\u6846\u67b6\u3002<\/p>

\u6211\u4eec\u5e0c\u671b\u5927\u5bb6\u559c\u6b22\u6211\u4eec\u7684\u65b0\u547d\u540d\u65b9\u5f0f\u3002<\/p>

<\/div><\/div>

\u63a8\u7406\u53c8\u662f\u4ec0\u4e48\uff1f<\/p>

Bob McGrew<\/strong>\uff1a\u90a3\u4e48\u63a8\u7406\u53c8\u662f\u4ec0\u4e48\u610f\u601d\uff1f<\/p>

Giambattista Parascandolo<\/strong>\uff1a\u5bf9\u4e8e\u7b80\u5355\u95ee\u9898\u6765\u8bf4\uff0c\u6211\u4eec\u5e0c\u671b\u63d0\u95ee\u4e4b\u540e\u7acb\u523b\u5c31\u80fd\u5f97\u5230\u7b54\u6848\u3002<\/p>

\u6bd4\u5982\u4f60\u95ee\u610f\u5927\u5229\u7684\u9996\u90fd\u5728\u54ea\uff0c\u4f60\u4e0d\u7528\u601d\u8003\u5f88\u591a\u4e5f\u77e5\u9053\u7b54\u6848\u662f\u7f57\u9a6c\u3002<\/p>

\u4f46\u5982\u679c\u4f60\u60f3\u77e5\u9053\u4e00\u4e2a\u590d\u6742\u95ee\u9898\u7684\u7b54\u6848\uff0c\u6216\u8005\u5199\u51fa\u4e00\u4efd\u597d\u7684\u5546\u4e1a\u8ba1\u5212\uff0c\u6216\u8005\u5199\u4e00\u90e8\u5c0f\u8bf4\uff0c\u4f60\u53ef\u80fd\u5c31\u8981\u601d\u8003\u4e00\u6bb5\u65f6\u95f4\u4e86\uff0c\u5e76\u4e14\u4f60\u601d\u8003\u7684\u8d8a\u591a\uff0c\u6700\u540e\u5f97\u5230\u7ed3\u679c\u4e5f\u5c31\u8d8a\u597d\u3002<\/p>

\u800c\u63a8\u7406\u5c31\u662f\u628a\u601d\u8003\u65f6\u95f4\u5316\u4e3a\u66f4\u597d\u7684\u6210\u679c<\/strong>\u7684\u80fd\u529b\u3002<\/p>

<\/div><\/div>

\u7814\u53d1\u8fc7\u7a0b\u7684\u90a3\u4e9b\u4e8b\u4f60\u4eec\u5728 o1 \u4e0a\u5de5\u4f5c\u591a\u957f\u65f6\u95f4\u4e86\uff1f<\/p>

Bob McGrew<\/strong>\uff1a\u4f60\u4eec\u5728 o1 \u4e0a\u5de5\u4f5c\u591a\u957f\u65f6\u95f4\u4e86\uff1f<\/p>

Jakub Pachocki<\/strong>\uff1a\u5728 OpenAI \u65e9\u671f\uff0c\u6211\u4eec\u6df1\u53d7 AlphaGo \u7684\u6210\u7ee9\u7684\u542f\u53d1\uff0c\u770b\u5230\u4e86\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60<\/strong>\u7684\u6f5c\u529b\uff0c\u56e0\u6b64\u6211\u4eec\u5bf9\u5176\u8fdb\u884c\u4e86\u6df1\u5165\u7814\u7a76\uff0c\u5e76\u770b\u5230\u4e86\u6570\u636e\u548c\u673a\u5668\u4eba\u6280\u672f\u7684\u5927\u89c4\u6a21\u6269\u5c55\u3002<\/p>

\u6211\u4eec\u4e5f\u5f00\u59cb\u601d\u8003\u5982\u4f55\u624d\u80fd\u5728\u901a\u7528\u9886\u57df\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\uff0c\u4ece\u800c\u5b9e\u73b0\u975e\u5e38\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u3002<\/p>

\u7136\u540e\u6211\u4eec\u770b\u5230\u4e86 GPT \u8303\u5f0f\u4e2d\u6269\u5c55\u548c\u76d1\u7763\u5b66\u4e60<\/strong>\u5e26\u6765\u7684\u60ca\u4eba\u6210\u679c\uff0c\u4ece\u90a3\u65f6\u8d77\uff0c\u6211\u4eec\u5c31\u4e00\u76f4\u5728\u601d\u8003\u5982\u4f55\u5c06\u8fd9\u4e24\u79cd\u4e0d\u540c\u7684\u8303\u5f0f\u5408\u4e8c\u4e3a\u4e00<\/strong>\u3002<\/p>

<\/div><\/div>

Mark Chen<\/strong>\uff1a\u9879\u76ee\u5f00\u59cb\u7684\u786e\u5207\u65f6\u95f4\u5f88\u96be\u786e\u5b9a\uff0c\u4f46\u5df2\u7ecf\u4e0e Yaku \u548c Shimon \u8fdb\u884c\u4e86\u65e9\u671f\u63a2\u7d22\uff0c\u4e0e Lukash\u3001Ilya \u8fdb\u884c\u4e86\u65e9\u671f\u63a2\u7d22\u3002<\/p>

\u4e00\u4e2a\u91cd\u8981\u7684\u65f6\u523b\u662f Jerry \u7684\u52a0\u5165\uff0c\u4ed6\u63a8\u52a8\u4e86\u8fd9\u4e2a\u5927\u578b\u9879\u76ee\u7684\u8fdb\u5c55\u3002<\/p>

<\/div><\/div>

\u7814\u7a76\u8fc7\u7a0b\u4e2d\u7684 “Aha moment”<\/p>

Bob McGrew<\/strong>\uff1a\u6211\u8ba4\u4e3a\u5728\u7814\u7a76\u8fc7\u7a0b\u4e2d\u6700\u7cbe\u5f69\u7684\u5c31\u662f\u54ea\u4e9b “Aha moment”\uff0c\u4f60\u4eec\u7684\u5de5\u4f5c\u5f53\u4e2d\u6709\u54ea\u4e9b\u9ad8\u5149\u65f6\u523b\u5462\uff1f<\/p>

Jerry Tworek<\/strong>\uff1a\u6211\u4eec\u8bad\u7ec3\u4e86 GPT-2\u3001GPT-3 \u548c GPT-4\uff0c\u6bcf\u4e00\u6b21\u90fd\u6210\u4e3a\u4e86\u5a92\u4f53\u4e0a\u7684\u70ed\u70b9\u3002<\/p>

\u4f46\u7b2c\u4e00\u6b21\u6709\u8fd9\u79cd\u611f\u89c9\u662f\u5f53\u6a21\u578b\u51fa\u6765\u7684\u65f6\u523b\uff0c\u6240\u6709\u4eba\u90fd\u79f0\u8d5e\u5f88\u68d2\u3002<\/p>

\u5bf9\u4e8e\u6211\u800c\u8a00\uff0c\u8fd9\u6837\u7684\u65f6\u523b\u662f\u5f53\u6211\u4eec\u6295\u5165\u4e86\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\uff0c\u5e76\u7b2c\u4e00\u6b21\u751f\u6210\u4e86\u8fde\u8d2f\u7684\u601d\u7ef4\u94fe<\/strong>\u65f6\u3002<\/p>

\u5f53\u65f6\u6211\u4eec\u5fc3\u60f3\uff0c\u8fd9\u548c\u4ee5\u524d\u7684\u6a21\u578b\u770b\u8d77\u6765\u771f\u7684\u5f88\u4e0d\u4e00\u6837\u3002<\/p>

<\/div><\/div>

Trapit Bansal<\/strong>\uff1a\u5f53\u6211\u4eec\u8003\u8651\u8bad\u7ec3\u4e00\u4e2a\u63a8\u7406\u6a21\u578b\u65f6\uff0c\u6211\u7acb\u5373\u60f3\u5230\u7684\u4e00\u4ef6\u4e8b\u662f\uff0c\u7528\u4eba\u7c7b\u7684\u601d\u7ef4\u8fc7\u7a0b\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>

\u4f46\u6211\u53d1\u73b0\uff0c\u4f7f\u7528 RL \u8bad\u7ec3\u6a21\u578b\u6765\u751f\u6210\u5df1\u7684\u601d\u7ef4\u94fe\uff0c\u7ed3\u679c\u53ef\u4ee5\u505a\u5f97\u6bd4\u4eba\u7c7b\u5199\u7684\u601d\u7ef4\u94fe\u66f4\u597d<\/strong>\u3002<\/p>

\u5728\u6211\u770b\u6765\u8fd9\u5c31\u662f\u4e00\u4e2a “Aha moment”\uff0c\u5b83\u544a\u8bc9\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u8fd9\u79cd\u8bad\u7ec3\u65b9\u5f0f\uff0c\u8ba9\u6269\u5c55\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u5f97\u5230\u6269\u5c55\u3002<\/p>

<\/div><\/div>

Hunter Lightman<\/strong>\uff1a\u6211\u4eec\u82b1\u4e86\u5f88\u957f\u7684\u65f6\u95f4\uff0c\u4e00\u76f4\u5c1d\u8bd5\u8ba9\u6a21\u578b\u66f4\u597d\u5730\u89e3\u51b3\u6570\u5b66\u95ee\u9898\u3002<\/p>

\u4e3a\u6b64\u6211\u4eec\u4ed8\u51fa\u4e86\u5f88\u591a\u52aa\u529b\uff0c\u6211\u4eec\u60f3\u51fa\u4e86\u5f88\u591a\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u4f46\u6709\u4e00\u4ef6\u4e8b\u8ba9\u6211\u4e00\u76f4\u5f88\u6cae\u4e27\uff0c<\/p>

\u6bcf\u6b21\u6211\u8bfb\u5230\u8fd9\u4e9b\u6a21\u578b\u7684\u8f93\u51fa\u65f6\uff0c\u53d1\u73b0\u6a21\u578b\u4f3c\u4e4e\u6c38\u8fdc\u4e0d\u4f1a\u8d28\u7591\u81ea\u5df1\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\uff0c\u4ec0\u4e48\u65f6\u5019\u72af\u4e86\u9519\u8bef\u3002<\/p>

\u4f46\u5f53\u6211\u4eec\u8bad\u7ec3\u65e9\u671f\u7684 o1 \u6a21\u578b\u5e76\u4e0e\u4e4b\u5bf9\u8bdd\u65f6\uff0c\u53d1\u73b0\u5b83\u5728\u6570\u5b66\u6d4b\u8bd5\u4e2d\u5f97\u5206\u66f4\u9ad8\u4e86\u3002<\/p>

\u901a\u8fc7\u89c2\u5bdf\u5b83\u7684\u63a8\u7406\u65b9\u5f0f\uff0c\u6211\u4eec\u53d1\u73b0\u5b83\u5f00\u59cb\u8d28\u7591\u81ea\u5df1\uff0c\u5e76\u8fdb\u884c\u4e86\u975e\u5e38\u6709\u8da3\u7684\u53cd\u601d<\/strong>\u3002<\/p>

\u90a3\u4e00\u523b\u6211\u611f\u89c9\u54c7\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u4e00\u4e9b\u4e0d\u540c\u7684\u4e1c\u897f\u3002<\/p>

<\/div><\/div>

\u611f\u89c9\u6a21\u578b\u50cf\u4eba\u8fd8\u662f\u50cf\u673a\u5668\uff1f<\/p>

Bob McGrew<\/strong>\uff1a\u4f60\u4eec\u5728\u770b\u6a21\u578b\u7684\u601d\u8003\u8fc7\u7a0b\u65f6\uff0c\u89c9\u5f97\u4ed6\u4eec\u662f\u66f4\u50cf\u771f\u4eba\u8fd8\u662f\u66f4\u50cf\u673a\u5668\u4eba\uff1f<\/p>

Liam Fedus<\/strong>\uff1a\u8fd9\u66f4\u50cf\u662f\u4e00\u79cd ” \u7cbe\u795e\u4f53\u9a8c “\u3002<\/p>

\u4f60\u53ef\u4ee5\u770b\u5230\u6a21\u578b\u4e5f\u4f1a\u72af\u5f88\u591a\u4eba\u7c7b\u7ecf\u5e38\u72af\u7684\u9519\u8bef\uff0c\u53c8\u80fd\u770b\u5230\u5b83\u5bf9\u4e00\u4e9b\u5e38\u8bc6\u63d0\u51fa\u8d28\u7591\u3002<\/p>

\u5f88\u5947\u602a\uff0c\u6a21\u578b\u4f1a\u5e26\u6709\u4eba\u7c7b\u7684\u884c\u4e3a\u3002<\/p>

Wojciech Zaremba<\/strong>\uff1a\u5728\u6a21\u578b\u88ab\u8bbe\u5b9a\u4e86 ddl \u7684\u60c5\u51b5\u4e0b\uff0c\u5f80\u5f80\u4f1a\u5728\u5feb due \u7684\u65f6\u5019\u8fc5\u901f\u5f97\u51fa\u7ed3\u8bba<\/strong>\u3002<\/p>

\u597d\u50cf\u5927\u6a21\u578b\u4e5f\u77e5\u9053\u81ea\u5df1\u5fc5\u987b\u7acb\u523b\u7ed9\u51fa\u7b54\u6848\u3002<\/p>

Karl Cobbe<\/strong>\uff1a\u6211\u5e74\u8f7b\u7684\u65f6\u5019\u82b1\u4e86\u5f88\u591a\u65f6\u95f4\u53c2\u52a0\u6570\u5b66\u7ade\u8d5b\uff0c\u800c\u6211\u8fdb\u5165\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u539f\u56e0\uff0c\u5c31\u662f\u8bd5\u56fe\u5b9e\u73b0\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u81ea\u52a8\u5316\u3002<\/p>

\u6240\u4ee5\u5bf9\u6211\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u8f6c\u6298\u70b9\uff0c\u56e0\u4e3a\u6211\u770b\u5230\u8fd9\u4e2a\u6a21\u578b\u5b9e\u9645\u4e0a\u80fd\u591f\u9075\u5faa\u6211\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u65f6\u4f7f\u7528\u7684\u6b65\u9aa4<\/p>

\u867d\u7136\u8fd9\u4e0d\u662f\u5b8c\u5168\u76f8\u540c\u7684\u601d\u8def\uff0c\u4f46\u975e\u5e38\u975e\u5e38\u53ef\u9760\u3002<\/p>

Wojciech Zaremba<\/strong>\uff1a\u53ef\u4ee5\u76f8\u4fe1\uff0c\u8fd9\u4e9b\u6a21\u578b\u6b63\u5728\u6210\u4e3a\u771f\u6b63\u63a8\u52a8\u5de5\u7a0b\u548c\u79d1\u5b66\u53d1\u5c55\u7684\u56e0\u7d20\u3002<\/p>

\u5982\u679c\u5b83\u4eec\u4f3c\u4e4e\u80fd\u89e3\u51b3\u5373\u4f7f\u4e13\u5bb6\u4e5f\u96be\u4ee5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u90a3\u4e48\u5c06\u80fd\u591f\u63a8\u52a8\u79d1\u5b66\u8fdb\u6b65\u3002<\/p>

<\/div><\/div>

\u7814\u53d1\u8fc7\u7a0b\u4e2d\u7684\u56f0\u96be<\/p>

Bob McGrew<\/strong>\uff1a\u6211\u4eec\u8c08\u4e86\u5f88\u591a\u4ee4\u4eba\u5174\u594b\u7684\u65f6\u523b\uff0c\u90a3\u4e48\u5728\u5de5\u4f5c\u8fc7\u7a0b\u4e2d\u53c8\u9047\u5230\u4e86\u4ec0\u4e48\u969c\u788d\uff1f<\/p>

Jerry Tworek<\/strong>\uff1a\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\u5c31\u662f\u4e00\u4ef6\u975e\u5e38\u975e\u5e38\u56f0\u96be\u7684\u4e8b\u60c5\u3002<\/p>

\u6709\u6210\u5343\u4e0a\u4e07\u7684\u4e8b\u60c5\u53ef\u80fd\u51fa\u9519\uff0c\u800c\u4e14\u5728\u6bcf\u4e2a\u9886\u57df\u90fd\u6709\u4e8b\u60c5\u786e\u5b9e\u51fa\u9519\u4e86\u3002<\/p>

\u6240\u4ee5\u51e0\u4e4e\u8fd9\u91cc\u7684\u6bcf\u4e2a\u4eba\u90fd\u50cf\u4f60\u4eec\u77e5\u9053\u7684\u4e00\u6837\uff0c\u5728\u8bad\u7ec3\u8fd9\u4e9b\u4e8b\u60c5\u4e0a\u4ed8\u51fa\u4e86\u5f88\u591a\u5fc3\u8840\u548c\u6c57\u6c34\uff0c\u5e76\u60f3\u51fa\u4e86\u5982\u4f55\u8ba9\u6a21\u578b\u7ee7\u7eed\u5b66\u4e60\u548c\u8fdb\u6b65\u7684\u65b9\u6cd5\u3002<\/p>

\u5b9e\u9645\u4e0a\uff0c\u6210\u529f\u7684\u9053\u8def\u975e\u5e38\u72ed\u7a84\uff0c\u800c\u5931\u8d25\u7684\u65b9\u5f0f\u5374\u6709\u5f88\u591a\u3002<\/p>

Wojciech Zaremba<\/strong>\uff1a\u5c31\u50cf\u53d1\u5c04\u706b\u7bad\u4e00\u6837\uff0c\u5982\u679c\u4f60\u504f\u79bb\u4e86\u4e00\u4e2a\u89d2\u5ea6\uff0c\u4f60\u5c31\u65e0\u6cd5\u5230\u8fbe\u76ee\u7684\u5730\uff0c\u800c\u8fd9\u5c31\u662f\u6211\u4eec\u7684\u5de5\u4f5c\u3002<\/p>

Ilge Akkaya<\/strong>\uff1a\u8fd9\u4e2a\u6a21\u578b\u975e\u5e38\u597d\uff0c\u901a\u5e38\u6bd4\u4eba\u7c7b\u597d\u51e0\u500d\uff0c\u80fd\u8fbe\u5230\u535a\u58eb\u7684\u6c34\u5e73\u3002<\/p>

\u4f46\u662f\u8fd9\u6709\u65f6\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u56e0\u4e3a\u6211\u4eec\u5fc5\u987b\u7ecf\u5e38\u53bb\u9a8c\u8bc1\u6a21\u578b\u6ca1\u6709\u504f\u79bb\u8f68\u9053\u3002<\/p>

\u4f46\u6211\u4eec\u5df2\u7ecf\u9971\u548c\u4e86\u6240\u6709\u884c\u4e1a\u7ea7\u7684\u8bc4\u4f30\uff0c\u6211\u4eec\u4e0d\u77e5\u9053\u4e0b\u4e00\u6b65\u8be5\u7814\u7a76\u4ec0\u4e48\u3002<\/p>

<\/div><\/div>

Mark Chen<\/strong>\uff1a\u8fd9\u4e5f\u662f\u4e00\u79cd\u6210\u5c31\u611f\uff0c\u5c31\u50cf\u6bcf\u6b21\u9047\u5230\u96be\u9898\u4e00\u6837\u3002<\/p>

\u8fd9\u5c31\u50cf\u8fd9\u4e2a\u56e2\u961f\u8981\u514b\u670d\u7684\u53e6\u4e00\u4e2a\u969c\u788d\uff0c\u6211\u771f\u7684\u5f88\u9ad8\u5174\u6211\u4eec\u514b\u670d\u4e86\u6240\u6709\u8fd9\u4e9b\u5c0f\u969c\u788d\u3002<\/p>

OpenAI \u5185\u90e8\u8fd9\u6837\u7528 o1 \u5982\u4f55\u6d4b\u8bd5\u6a21\u578b\u8868\u73b0<\/p>

Bob McGrew<\/strong>\uff1a\u4f60\u4eec\u6d4b\u8bd5\u6a21\u578b\u7684\u65b9\u6cd5\u6709\u54ea\u4e9b\uff0c\u6709\u6ca1\u6709\u4ec0\u4e48\u559c\u6b22\u7684\u95ee\u9898\uff0c\u5e76\u53d1\u73b0\u6a21\u578b\u5728\u8fd9\u4e9b\u95ee\u9898\u4e0a\u53d8\u5f97\u8d8a\u6765\u8d8a\u597d\uff1f<\/p>

Shengjia Zhao<\/strong>\uff1aStrawberry \u91cc\u6709\u51e0\u4e2a r\uff1f<\/p>

<\/div><\/div>

Wojciech Zaremba<\/strong>\uff1a\u4e0d\u7ba1\u662f\u4ec0\u4e48\u539f\u56e0\uff0cChatGPT \u65e0\u6cd5\u53ef\u9760\u5730\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>

\u6211\u4eec\u82b1\u4e86\u4e00\u5e74\u534a\u7684\u65f6\u95f4\uff0c\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u8ba1\u7b97\u51fa strawberry \u4e2d\u7684 “r” \u7684\u6570\u91cf\u3002<\/p>

Hunter Lightman<\/strong>\uff1a\u6211\u6709\u4e00\u4e2a\u4e60\u60ef\uff0c\u6211\u60f3\u5176\u4ed6\u4eba\u4e5f\u6709\u3002<\/p>

\u6bcf\u5f53\u4e0a\u63a8\u7279\u65f6\uff0c\u90fd\u4f1a\u770b\u5230\u4e00\u4e9b\u5e16\u5b50\u8bf4\u5927\u6a21\u578b\u65e0\u6cd5\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\u3002<\/p>

\u6211\u5c31\u628a\u5b83\u590d\u5236\u7c98\u8d34\u8fdb\u53bb\uff0c\u7136\u540e\u53d1\u73b0\u6211\u4eec\u7684\u6a21\u578b\u53ef\u4ee5\u505a\u5230\u3002<\/p>

\u5185\u90e8 o1 \u4f7f\u7528\u65b9\u6cd5<\/p>

Bob McGrew<\/strong>\uff1a\u4e3a\u4e86\u8ba9\u4eba\u4eec\u4e86\u89e3\u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e2a\u6a21\u578b\u505a\u4ec0\u4e48\uff0c\u6211\u5f88\u60f3\u542c\u542c\u4f60\u4eec\u4f7f\u7528 o1 \u7684\u4e00\u4e9b\u65b9\u6cd5\u3002<\/p>

Hyung Won Chung<\/strong>\uff1a\u6211\u4f7f\u7528 o1 \u7684\u65b9\u5f0f\u4e3b\u8981\u662f\u7528\u6765\u5199\u4ee3\u7801\u3002<\/p>

\u6211\u7684\u5f88\u591a\u5de5\u4f5c\u90fd\u662f\u5173\u4e8e\u4ee3\u7801\u7684\uff0c\u6211\u8d8a\u6765\u8d8a\u5173\u6ce8\u95ee\u9898\u5b9a\u4e49\uff0c\u5e76\u4f7f\u7528 TDD\uff08\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1\uff09\u3002<\/p>

\u56e0\u6b64\uff0c\u6211\u4e0d\u518d\u7f16\u5199\u5b9e\u73b0\u529f\u80fd\u7684\u4ee3\u7801\uff0c\u800c\u662f\u4e13\u6ce8\u4e8e\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u3002<\/p>

\u56e0\u4e3a o1 \u53ef\u4ee5\u5b9e\u73b0\u4e1c\u897f\uff0c\u6240\u4ee5\u6211\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u91cd\u8981\u7684\u3001\u9700\u8981\u89e3\u51b3\u7684\u9ad8\u7ea7\u95ee\u9898\uff0c\u8fd9\u771f\u7684\u662f\u4e00\u79cd\u8f6c\u79fb\u6211\u6ce8\u610f\u529b\u7684\u91cd\u8981\u65b9\u5f0f\u3002<\/p>

\u53e6\u4e00\u4e2a\u9886\u57df\u662f debug\uff0c\u73b0\u5728\u5f53\u6211\u6536\u5230\u4e00\u4e9b\u9519\u8bef\u6d88\u606f\u65f6\uff0c\u6211\u53ea\u9700\u4f20\u9012\u7ed9 o1\uff0c\u6709\u65f6\u5b83\u4f1a\u7acb\u5373\u89e3\u51b3\u3002<\/p>

\u5373\u4f7f\u6ca1\u6709\uff0c\u5b83\u81f3\u5c11\u4f1a\u7ed9\u51fa\u4e00\u4e9b\u66f4\u597d\u7684\u95ee\u9898\uff0c\u63d0\u4f9b\u4e00\u4e9b\u66f4\u597d\u5730\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u7684\u65b9\u6cd5\u3002<\/p>

\u6240\u4ee5\u5bf9\u6211\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u5de5\u4f5c\u53d8\u5316\uff0c\u6211\u5e0c\u671b\u8fd9\u4e5f\u80fd\u5e2e\u52a9\u5176\u4ed6\u4eba\u3002<\/p>

<\/div><\/div>

o1-mini \u7684\u8bde\u751f\u8fc7\u7a0b<\/p>

Bob McGrew<\/strong>\uff1ao1-mini \u7684\u6545\u4e8b\u662f\u600e\u6837\u7684\uff1f\u5b83\u662f\u5982\u4f55\u8bde\u751f\u7684\uff1f<\/p>

Hongyu Ren<\/strong>\uff1a\u6211\u4eec\u60f3\u628a o1 \u7cfb\u5217\u5e26\u7ed9\u66f4\u591a\u4eba\uff0c\u5b83\u6709\u66f4\u4f4e\u7684\u6210\u672c\uff0c\u6240\u4ee5\u505a\u4e86 o1 mini\u3002\u5b83\u662f o1 \u6846\u67b6\u7684\u6700\u5c0f\u6f14\u793a\uff0c\u662f ” \u63a8\u7406\u4e13\u5bb6 “\u3002\u5b83\u4e0d\u4e00\u5b9a\u80fd\u77e5\u9053\u4f60\u559c\u6b22\u7684\u540d\u4eba\u7684\u751f\u65e5\uff0c\u4f46\u662f\u5b83\u80fd\u6709\u6548\u5730\u63a8\u7406\uff0c\u5e76\u4e14\u5f88\u667a\u80fd\u3002<\/p>

\u5b9e\u9645\u4e0a\u5b83\u771f\u7684\u5f88\u806a\u660e\uff0c\u6bd4\u6211\u4eec\u4e4b\u524d\u6700\u597d\u7684\u6a21\u578b\u90fd\u8981\u806a\u660e\u5f88\u591a\uff0c\u51e0\u4e4e\u4e0e o1 \u76f8\u5f53\uff0c\u4f46\u662f\u6210\u672c\u548c\u65f6\u5ef6\u6bd4\u5b83\u4f4e\u5f88\u591a\u3002<\/p>

\u4e0d\u8fc7\u4e5f\u786e\u5b9e\u6709\u5c40\u9650\u6027\uff0c\u53ef\u80fd\u4e0d\u77e5\u9053\u5f88\u591a\u5916\u90e8\u4e16\u754c\u77e5\u8bc6\u3002\u8fd9\u4e0e\u6280\u672f\u672c\u8eab\u65e0\u5173\uff0c\u6211\u4eec\u8bd5\u56fe\u8ba9\u5b83\u8fbe\u5230\u548c\u6b64\u524d\u6700\u597d\u6a21\u578b\u6700\u5c0f\u7248\u672c\u5dee\u4e0d\u591a\u7684\u6c34\u5e73\uff0c\u5e76\u4e14\u4ecd\u65e7\u5728\u52aa\u529b\u8fdb\u4e00\u6b65\u6539\u8fdb\u5b83\u3002<\/p>

\u7528\u6237\u5c1d\u8bd5\u4e86 o1 mini \u4f1a\u5f88\u5174\u594b\uff0c\u56e0\u4e3a\u5b83\u63a8\u7406\u548c\u601d\u8003\u7684\u901f\u5ea6\u771f\u7684\u5f88\u5feb\u3002<\/p>

<\/div><\/div>

\u662f\u4ec0\u4e48\u6fc0\u52b1\u4f60\u505a\u8fd9\u4e9b\u7814\u7a76\uff1f<\/p>

\u0141 ukasz Kaiser<\/strong>\uff1a\u6211\u53ea\u662f\u89c9\u5f97\u5728\u8fd9\u4e2a\u4e16\u754c\u4e0a\uff0c\u6709\u4e00\u4e9b\u53ef\u4ee5\u505a\u63a8\u7406\u3001\u6709\u667a\u80fd\u7684\u4e1c\u897f\uff0c\u6bd4\u60f3\u8c61\u4e2d\u5c0f\u5f88\u591a\u3002\u5b83\u4eec\u53ef\u4ee5\u4ee5\u4e0d\u540c\u65b9\u5f0f\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u8fd9\u5c31\u975e\u5e38\u8ff7\u4eba\u4e86\u3002<\/p>

Giambattista Parascandolo<\/strong>\uff1a\u6211\u89c9\u5f97\u8fd9\u662f\u5411\u6a21\u578b\u8303\u5f0f\u8f6c\u53d8\u7684\u7b2c\u4e00\u6b65\u3002\u4ee5\u524d\u82b1\u5f88\u957f\u65f6\u95f4\u624d\u80fd\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u73b0\u5728\u505a\u5230\u4e86\u5206\u949f\u7ea7\uff0c\u8fd9\u53ea\u662f\u6f2b\u957f\u9053\u8def\u7684\u7b2c\u4e00\u6b65\u3002\u6211\u4eec\u5e0c\u671b\u80fd\u5728\u51e0\u4e2a\u6708\u6216\u51e0\u5e74\u540e\uff0c\u8fc8\u51fa\u7b2c\u4e8c\u6b65\u3002<\/p>

Wojciech Zaremba<\/strong>\uff1a\u6211\u89c9\u5f97\u8fd9\u5f88\u6709\u610f\u4e49\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u4e16\u754c\u4ea7\u751f\u4e00\u4e9b\u5b9e\u8d28\u6027\u7684\u79ef\u6781\u5f71\u54cd\u3002<\/p>

\u800c\u4e14\u8fd9\u5f88\u6709\u8da3\uff0c\u6211\u559c\u6b22\u5bf9\u7740\u7535\u8111 ” \u8bf4\u8bdd “\uff0c\u559c\u6b22\u5728\u96c6\u7fa4\u4e0a\u5f00\u59cb\u4e00\u9879\u5de5\u4f5c\uff0c\u4e5f\u975e\u5e38\u559c\u6b22\u5408\u4f5c\u3002<\/p>

<\/div><\/div>

Jerry Tworek<\/strong>\uff1a\u6211\u8ba4\u4e3a\u79d1\u6280\u53ef\u4ee5\u6539\u5584\u4eba\u7c7b\u751f\u6d3b\uff0c\u6211\u559c\u6b22\u6211\u4eec\u7684\u6a21\u578b\u80fd\u4e3a\u4eba\u5de5\u4f5c\uff0c\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u65e5\u5e38\u95ee\u9898\uff0c\u8d4b\u4e88\u5b83\u63a8\u7406\u80fd\u529b\u8ba9\u5b83\u505a\u4e8b\u3002<\/p>

Liam Fedus<\/strong>\uff1a\u6211\u8ba4\u4e3a\u8fd9\u4e00\u8303\u5f0f\u89e3\u51b3\u4e86\u4e00\u4e9b\u6a21\u578b\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u4e0d\u4ec5\u4ec5\u662f\u56de\u7b54\u53d8\u597d\u4e00\u70b9\uff0c\u800c\u662f\u901a\u8fc7\u89c4\u5212\u3001\u901a\u8fc7\u9519\u8bef\u7ea0\u6b63\uff0c\u5b83\u89e3\u9501\u4e86\u5168\u65b0\u80fd\u529b\uff0c\u5728\u4e16\u754c\u4e0a\u521b\u9020\u65b0\u77e5\u8bc6\u7684\u80fd\u529b\uff0c\u6bd4\u5982\u79d1\u5b66\u53d1\u73b0\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u6700\u4ee4\u4eba\u5174\u594b\u7684\u90e8\u5206\u3002<\/p>

\u77ed\u65f6\u95f4\u5185\uff0c\u5b83\u7684\u81ea\u8eab\u8fdb\u5316\u4f1a\u8d8a\u6765\u8d8a\u5feb\uff0c\u8fd9\u771f\u7684\u5f88\u68d2\u3002<\/p>

<\/div><\/div>

Mark Chen<\/strong>\uff1a\u6211\u4eec\u56e2\u961f\u4e2d\u4e00\u4e9b\u6210\u5458\u6709\u6570\u5b66\u7b49\u65b9\u9762\u7684\u80cc\u666f\uff0c\u8fd9\u9a71\u52a8\u6211\u4eec\u81ea\u5df1\u60f3\u53bb\u521b\u9020\u4e00\u4e2a\u6700\u597d\u7684\u7cfb\u7edf\u3002<\/p>

Hyung Won Chung<\/strong>\uff1a\u6211\u8ba4\u4e3a\u63a8\u7406\u6bd4\u4eba\u4eec\u60f3\u8c61\u4e2d\u7684\u8fd8\u8981\u5f3a\u5927\u3002\u5f53\u4eba\u7c7b\u60f3\u8981\u5b8c\u6210\u67d0\u9879\u4efb\u52a1\u65f6\uff0c\u6700\u57fa\u672c\u7684\u65b9\u6cd5\u5c31\u662f\u63a8\u7406\uff0c\u4f60\u4f1a\u9047\u5230\u56f0\u96be\uff0c\u4f60\u5fc5\u987b\u8981\u627e\u5230\u89e3\u51b3\u65b9\u6cd5\u3002<\/p>

\u6211\u89c9\u5f97 AI \u7814\u7a76\u5458\u7684\u5de5\u4f5c\u597d\u50cf\u662f\u8981\u627e\u5230\u4e00\u79cd\u65b9\u6cd5\u6765\u6295\u5165\u66f4\u591a\u7684\u8ba1\u7b97\u3002\u786c\u4ef6\u65b9\u9762\u7684\u7814\u7a76\u8005\u5728\u8fd9\u65b9\u9762\u505a\u7684\u5f88\u597d\uff0c\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u786c\u4ef6\u6210\u672c\u90fd\u5728\u6307\u6570\u7ea7\u4e0b\u964d\u3002<\/p>

\u9700\u8981\u7684\u8ba1\u7b97\u91cf\u8d8a\u6765\u8d8a\u591a\uff0c\u5c31\u597d\u50cf\u80a9\u8180\u4e0a\u7684\u91cd\u91cf\u8d8a\u6765\u8d8a\u91cd\u3002\u8fd9\u4e2a\u65b0\u6a21\u5f0f\u627e\u5230\u4e86\u4e00\u79cd\u65b9\u6cd5\uff0c\u6765\u5e2e\u6211\u4eec\u5378\u4e0b\u4e00\u4e9b\u91cd\u91cf\u3002<\/p>

\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u4f60\u4eec\u8fd8\u89c2\u5bdf\u5230\u4ec0\u4e48\u5417\uff1f<\/p>

Jason Wei<\/strong>\uff1a\u6211\u4eec\u53d1\u73b0\u4e00\u4e2a\u6709\u8da3\u7684\u73b0\u8c61\u662f\uff0c\u6bcf\u4e2a\u6a21\u578b\u90fd\u6709\u81ea\u5df1\u7684 ” \u602a\u7656 “\u3002<\/p>

\u8bad\u7ec3\u7684\u6bcf\u4e2a\u6a21\u578b\u5728\u6bcf\u4e2a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u90fd\u4e0d\u5b8c\u5168\u76f8\u540c\u3002\u6240\u4ee5\u6a21\u578b\u53ef\u80fd\u6709\u4e9b\u4efb\u52a1\u8868\u73b0\u5f97\u66f4\u597d\uff0c\u6709\u4e9b\u8868\u73b0\u5f97\u66f4\u5dee\u3002\u6bcf\u4e2a\u6a21\u578b\u90fd\u6709\u5b83\u81ea\u5df1\u7684\u4e2a\u6027\u548c\u4f18\u70b9\u3002<\/p>

\u6700\u540e\uff0c\u539f\u89c6\u9891\u5728\u8fd9\u91cc\u5949\u4e0a ~<\/p>

\u539f\u89c6\u9891\u5730\u5740\uff1a<\/p>

https:\/\/www.youtube.com\/watch?v=tEzs3VHyBDM<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

\u514b\u96f7\u897f \u660e\u654f \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n","protected":false},"author":1,"featured_media":2770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2768","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2768","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/comments?post=2768"}],"version-history":[{"count":10,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2768\/revisions"}],"predecessor-version":[{"id":2779,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2768\/revisions\/2779"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media\/2770"}],"wp:attachment":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media?parent=2768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/categories?post=2768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/tags?post=2768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}