{"id":80,"date":"2026-10-21T11:14:35","date_gmt":"2026-10-21T03:14:35","guid":{"rendered":"https:\/\/aicrunchx.com\/cn\/?p=80"},"modified":"2026-10-21T11:14:36","modified_gmt":"2026-10-21T03:14:36","slug":"turing-ceo-jonathan-sadar%ef%bc%9a%e4%ba%ba%e7%b1%bb%e6%99%ba%e8%83%bd%e6%89%8d%e6%98%af%e8%b6%85%e7%ba%a7%e6%99%ba%e8%83%bd%e6%96%b0%e7%93%b6%e9%a2%88%ef%bc%8csaas%e5%b7%b2%e6%ad%bb%ef%bc%8c%e8%a6%81","status":"publish","type":"post","link":"https:\/\/aicrunchx.com\/cn\/archives\/80","title":{"rendered":"Turing CEO Jonathan Sadar\uff1a\u4eba\u7c7b\u667a\u80fd\u624d\u662f\u8d85\u7ea7\u667a\u80fd\u65b0\u74f6\u9888\uff0cSaaS\u5df2\u6b7b\uff0c\u8981\u81ea\u5df1\u638c\u63a7\u6570\u636e\u5c42"},"content":{"rendered":"<blockquote class=\"wp-block-quote\">\n<p>\u672c\u671f\u300aWorld of DAAS\u300b\u7531 Oren \u4e3b\u6301\uff0c\u5bf9\u8bdd\u5609\u5bbe\u662f\u4f30\u503c\u7ea6 22 \u4ebf\u7f8e\u5143\u7684 AI \u6570\u636e\u516c\u53f8 Turing \u8054\u5408\u521b\u59cb\u4eba\u517c CEO Jonathan Sadar\u3002Turing \u4e3a OpenAI\u3001Google\u3001Meta\u3001Anthropic \u7b49\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u63d0\u4f9b\u7f16\u7801\u4e0e\u63a8\u7406\u6570\u636e\uff0c\u540c\u65f6\u670d\u52a1\u5927\u578b\u91d1\u878d\u3001\u5a92\u4f53\u7b49\u4f01\u4e1a\u6784\u5efa&#8221;\u4e13\u6709\u667a\u80fd&#8221;\u3002\u8fd9\u573a 55 \u5206\u949f\u7684\u957f\u8c08\u56f4\u7ed5\u4e00\u4e2a\u6838\u5fc3\u5224\u65ad\u5c55\u5f00\uff1a\u901a\u5f80\u8d85\u7ea7\u667a\u80fd\u7684\u74f6\u9888\u5df2\u7ecf\u4ece\u7b97\u529b\u8f6c\u5411\u4eba\u7c7b\u667a\u80fd\uff0c\u800c Turing \u8981\u505a\u7684\u662f\u4e00\u5ea7\u89c4\u6a21\u5316\u6570\u636e\u5de5\u5382\uff0c\u53bb\u81ea\u52a8\u5316\u4e00\u5f20\u8986\u76d6 30 \u4e07\u4ebf\u7f8e\u5143\u6570\u5b57\u77e5\u8bc6\u5de5\u4f5c\u7684&#8221;\u56db\u7ef4\u77e9\u9635&#8221;\u3002<\/p>\n<\/blockquote>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/turing-ceo-jonathan-sadar.jpg\" alt=\"Turing CEO Jonathan Sadar interview\"\/><figcaption>Turing CEO interview<\/figcaption><\/figure>\n<h2>\u4e00\u3001\u5f00\u573a\uff1a\u74f6\u9888\u4ece\u7b97\u529b\u3001\u6570\u636e\u8f6c\u5411\u4eba\u7c7b\u667a\u80fd<\/h2>\n<p>\u4e3b\u6301\u4eba Oren \u5f00\u573a\u70b9\u51fa\u4e00\u4e2a\u884c\u4e1a\u5171\u8bc6\u7684\u8fc1\u79fb\uff1a\u8fc7\u53bb AGI \u4e0e AI \u8fdb\u6b65\u7684\u74f6\u9888\u5148\u662f\u7b97\u529b\uff0c\u518d\u662f\u6570\u636e\uff0c\u800c\u5982\u4eca\u74f6\u9888\u53d8\u6210\u4e86\u4eba\u7c7b\u667a\u80fd\uff08human intelligence\uff09\u3002Jonathan \u8ba4\u540c\u8fd9\u4e00\u5224\u65ad\uff0c\u5e76\u7ed9\u51fa\u901a\u5f80\u8d85\u7ea7\u667a\u80fd\u7684\u4e09\u5927\u652f\u67f1\uff1a\u5176\u4e00\u662f\u7b97\u6cd5\u4e0e\u6a21\u578b\u67b6\u6784\u7684\u521b\u65b0\uff0c\u8fd9\u662f\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u505a\u5f97\u6781\u4e3a\u51fa\u8272\u7684\u90e8\u5206\uff1b\u5176\u4e8c\u662f\u7b97\u529b\u3001\u89c4\u6a21\u4e0e\u80fd\u6e90\u4fa7\u7684\u521b\u65b0\uff1b\u5176\u4e09\u5c31\u662f\u6570\u636e\u4fa7\u7684\u521b\u65b0\u4e0e\u89c4\u6a21\u5316\u3002Turing \u6b63\u662f\u4e3a\u7b2c\u4e09\u6839\u652f\u67f1\u4f9b\u80fd\uff0c\u4f7f\u547d\u662f&#8221;\u4ee5\u9a71\u52a8\u771f\u5b9e\u7ecf\u6d4e\u8fdb\u6b65\u7684\u65b9\u5f0f\u52a0\u901f\u8d85\u7ea7\u667a\u80fd&#8221;\uff0c\u5177\u4f53\u901a\u8fc7\u4e24\u6761\u817f\u8d70\u8def\uff1a\u4e00\u8fb9\u4e0e\u6240\u6709\u524d\u6cbf AI \u5b9e\u9a8c\u5ba4\u5408\u4f5c\uff0c\u6784\u5efa\u9ad8\u8d28\u91cf\u6570\u636e\u5e2e\u52a9\u6a21\u578b\u5b8c\u6210\u5404\u7c7b\u8ba4\u77e5\u4efb\u52a1\uff1b\u4e00\u8fb9\u4e0e\u5168\u7403\u6700\u5927\u7684\u91d1\u878d\u673a\u6784\u3001\u5a92\u4f53\u516c\u53f8\u5408\u4f5c\uff0c\u5e2e\u52a9\u5b83\u4eec\u7aef\u5230\u7aef\u6784\u5efa\u89e3\u51b3\u771f\u5b9e\u4f01\u4e1a\u95ee\u9898\u7684&#8221;\u4e13\u6709\u667a\u80fd&#8221;\uff08proprietary intelligence\uff09\uff0c\u628a\u4f01\u4e1a\u6d41\u7a0b\u81ea\u52a8\u5316\u3002<\/p>\n<h2>\u4e8c\u3001\u56db\u7ef4\u77e9\u9635\uff1a30 \u4e07\u4ebf\u7f8e\u5143\u6570\u5b57\u77e5\u8bc6\u5de5\u4f5c<\/h2>\n<p>Jonathan \u7528\u4e00\u4e2a&#8221;\u56db\u7ef4\u77e9\u9635&#8221;\u6765\u6846\u5b9a\u53ef\u88ab\u81ea\u52a8\u5316\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u7b2c\u4e00\u7ef4\u662f\u6bcf\u4e00\u4e2a\u884c\u4e1a\uff1a\u91d1\u878d\u670d\u52a1\u3001\u751f\u547d\u79d1\u5b66\u3001\u533b\u7597\u3001\u96f6\u552e\u7b49\uff1b\u7b2c\u4e8c\u7ef4\u662f\u7ec4\u7ec7\u91cc\u7684\u6bcf\u4e00\u4e2a\u804c\u80fd\uff1a\u8f6f\u4ef6\u5de5\u7a0b\u3001\u4ea7\u54c1\u7ba1\u7406\u3001\u9500\u552e\u3001\u5e02\u573a\u7b49\uff1b\u7b2c\u4e09\u7ef4\u662f\u8be5\u804c\u80fd\u7ec4\u7ec7\u67b6\u6784\u91cc\u7684\u6bcf\u4e00\u4e2a\u5c97\u4f4d\uff0c\u4f8b\u5982\u5728\u8d22\u52a1\u91cc\u6709 CFO\u3001FP&amp;A \u603b\u76d1\u3001\u4f1a\u8ba1\u4e3b\u7ba1\uff1b\u7b2c\u56db\u7ef4\u662f\u4eba\u7c7b\u5b8c\u6210\u7684\u6bcf\u4e00\u4e2a\u5de5\u4f5c\u6d41\uff0c\u4f8b\u5982 CFO \u51c6\u5907\u8463\u4e8b\u4f1a\u6750\u6599\u3001\u51c6\u5907\u6708\u5ea6\u62a5\u8868\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/four-dimensional-matrix.jpg\" alt=\"Four dimensional knowledge work matrix\"\/><figcaption>Four-dimensional matrix<\/figcaption><\/figure>\n<p>\u4ed6\u4f30\u7b97\u8fd9\u5f20\u77e9\u9635\u8986\u76d6\u7684\u6570\u5b57\u77e5\u8bc6\u5de5\u4f5c\u9ad8\u8fbe 30 \u4e07\u4ebf\u7f8e\u5143\u2014\u2014\u8fd9\u662f&#8221;\u6211\u7684\u5de5\u4f5c\u3001\u4f60\u7684\u5de5\u4f5c\u3001\u6bcf\u4e2a\u5750\u5728\u7535\u8111\u524d\u7684\u4eba\u7684\u5de5\u4f5c&#8221;\uff1b\u82e5\u518d\u52a0\u4e0a\u673a\u5668\u4eba\uff0c\u5e02\u573a\u89c4\u6a21\u7ea6 110 \u4e07\u4ebf\u7f8e\u5143\u3002\u4eba\u5750\u5728\u7535\u8111\u524d\uff0c\u770b\u5c4f\u5e55\u3001\u5206\u6790\u6570\u636e\u3001\u4f7f\u7528\u4e0d\u540c\u5de5\u5177\u3001\u7528\u952e\u76d8\u9f20\u6807\u9a71\u52a8\u52a8\u4f5c\u3002\u4ed6\u628a\u5e95\u5c42\u79ef\u6728\u5f52\u7eb3\u4e3a\u56db\u9879\uff1a\u591a\u6a21\u6001\uff08\u5904\u7406\u97f3\u9891\u3001\u89c6\u9891\u3001\u56fe\u50cf\u3001\u6587\u672c\u8f93\u5165\uff09\u3001\u63a8\u7406\u3001\u5de5\u5177\u4f7f\u7528\u3001\u7f16\u7801\u3002\u4ed6\u7684\u5047\u8bbe\u662f\uff1a\u53ea\u8981\u638c\u63e1\u8fd9\u56db\u9879\uff0c\u5c31\u80fd\u5b8c\u6210\u7535\u8111\u524d\u7684\u4efb\u4f55\u4e8b\u3002Turing \u6b63\u5728\u5927\u89c4\u6a21\u6269\u5efa&#8221;\u6570\u636e\u5de5\u5382&#8221;\uff0c\u4e3a\u77e9\u9635\u91cc\u7684\u6bcf\u4e00\u4e2a\u683c\u5b50\u751f\u6210\u6570\u636e\uff0c\u4e3a\u6a21\u4eff\u5b66\u4e60\uff08imitation learning\uff09\u4e0e\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u4e24\u79cd\u8303\u5f0f\u4f9b\u80fd\u3002<\/p>\n<h2>\u4e09\u3001\u6570\u636e\u5de5\u5382\uff1a\u96c7\u4f63\u6295\u884c\u5bb6\u3001\u533b\u751f\u3001\u5f8b\u5e08\u590d\u523b\u771f\u5b9e\u5de5\u4f5c\u73af\u5883<\/h2>\n<p>\u4e3a\u4e86\u7ed9\u6a21\u578b\u4f9b\u6570\uff0cTuring \u4f1a\u96c7\u4f63\u6295\u8d44\u94f6\u884c\u5bb6\u3001\u533b\u751f\u3001\u5f8b\u5e08\u7b49\u4e13\u5bb6\uff0c\u590d\u523b\u4ed6\u4eec\u5b8c\u6574\u7684\u5de5\u4f5c\u73af\u5883\uff0c\u642d\u5efa\u4e00\u5957\u7cfb\u7edf\u6765\u91c7\u96c6\u6570\u636e\u3002Jonathan \u89e3\u91ca\uff0c\u6a21\u578b\u4eca\u5929\u4e4b\u6240\u4ee5&#8221;\u6570\u636e\u9965\u6e34&#8221;\uff0c\u662f\u56e0\u4e3a\u4e92\u8054\u7f51\u3001\u4eba\u7c7b\u5df2\u5199\u5c31\u7684\u4e66\u7c4d\u8fd9\u4e9b&#8221;\u5bb9\u6613\u5403\u5230\u7684\u77e5\u8bc6&#8221;\u5df2\u7ecf\u5403\u5b8c\u3001\u5df2\u7ecf\u8fdb\u5165\u6a21\u578b\uff1b\u65b0\u7684\u6570\u636e\u5fc5\u987b\u7531\u8fd9\u4e9b\u4e13\u5bb6\u5728\u62df\u771f\u5de5\u4f5c\u73af\u5883\u91cc\u4ea7\u751f\u3002\u516c\u53f8\u5148\u5efa\u4eba\u624d\u5e73\u53f0\uff0c\u518d\u5728\u5176\u4e0a\u5efa\u6570\u636e\u751f\u6210\u5e73\u53f0\uff0c\u670d\u52a1\u6a21\u4eff\u5b66\u4e60\u4e0e RL\uff0c\u8986\u76d6\u77e9\u9635\u7684\u6bcf\u4e00\u683c\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/data-factory-vision.jpg\" alt=\"Scaling data factory for models\"\/><figcaption>Data factory vision<\/figcaption><\/figure>\n<h2>\u56db\u3001\u6a21\u578b\u5982\u4f55\u8bad\u7ec3\uff1a\u9884\u8bad\u7ec3\u3001SFT\u3001RL \u4e0e\u53ef\u9a8c\u8bc1\u57df<\/h2>\n<p>\u5728\u89e3\u91ca&#8221;\u4e3a\u4ec0\u4e48\u4eca\u5929\u6a21\u578b\u8fd8\u505a\u4e0d\u5230&#8221;\u4e4b\u524d\uff0cJonathan \u5148\u9ad8\u5c42\u68b3\u7406\u4e86\u8bad\u7ec3\u6d41\u7a0b\u3002\u7b2c\u4e00\u6b65\u662f\u9884\u8bad\u7ec3\uff1a\u6a21\u578b\u88ab\u5582\u5165\u6574\u4e2a\u4e92\u8054\u7f51\uff0c\u5b66\u4f1a\u81ea\u52a8\u8865\u5168\uff0c\u5efa\u7acb\u5bf9\u4e16\u754c\u7684\u4e30\u5bcc\u8868\u5f81\uff1b\u968f\u540e\u662f\u540e\u8bad\u7ec3\uff0c\u5148\u505a\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u518d\u505a\u5f3a\u5316\u5b66\u4e60\u2014\u2014\u516c\u53f8\u96c7\u4f63\u4eba\u7c7b\u627f\u5305\u5546\u6559\u6a21\u578b\u5982\u4f55\u8fdb\u884c\u5355\u8f6e\u3001\u591a\u8f6e\u5bf9\u8bdd\uff0c\u4eba\u7c7b\u518d\u751f\u6210\u6570\u636e\u8bad\u7ec3\u5956\u52b1\u6a21\u578b\uff0c\u8ba9\u6a21\u578b\u77e5\u9053\u4eba\u7c7b\u504f\u597d\u54ea\u79cd\u5b8c\u6210\u65b9\u5f0f\u3002\u800c\u5728\u4ee3\u7801\u3001\u6570\u5b66\u8fd9\u7c7b\u53ef\u9a8c\u8bc1\u57df\uff0c\u6a21\u578b\u53ef\u4ee5\u81ea\u5df1\u505a RL\uff1a\u81ea\u5df1\u63a2\u7d22\u54ea\u4e9b\u8def\u5f84\u901a\u5411\u5956\u52b1\u3001\u54ea\u4e9b\u4e0d\u901a\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/pretrain-posttrain-pipeline.jpg\" alt=\"Pretraining SFT RL pipeline\"\/><figcaption>Training pipeline<\/figcaption><\/figure>\n<h2>\u4e94\u3001&#8221;\u5e2e\u6211\u4e70\u53cc\u978b&#8221;\uff1a\u667a\u80fd\u4f53\u4eca\u5929\u4e3a\u4ec0\u4e48\u6389\u94fe\u5b50<\/h2>\n<p>\u4e3b\u6301\u4eba\u4e3e\u4e86\u4e00\u4e2a\u6734\u7d20\u4f8b\u5b50\uff1a\u8ba9 AI \u53bb\u4e70\u978b\uff0c\u5373\u4fbf\u8bf4\u6e05\u4e70\u54ea\u53cc\uff0c\u6a21\u578b\u4e5f\u62ff\u4e0d\u5230\u978b\u2014\u2014\u5b83\u4e0d\u77e5\u9053\u4fe1\u7528\u5361\u3001\u4e0d\u4f1a\u767b\u5f55\u3001\u4e0d\u4f1a\u8d70\u5b8c\u6d41\u7a0b\u3002Jonathan \u62c6\u89e3\u4e86\u5176\u4e2d\u9690\u542b\u7684\u4eba\u7c7b\u77e5\u8bc6\uff1a\u7406\u60f3\u7684 EA\uff08\u6267\u884c\u52a9\u7406\uff09\u8981\u5148\u77e5\u9053 Oren \u7684\u978b\u7801\uff08\u8fd9\u5c31\u662f\u8bb0\u5fc6\u7684\u91cd\u8981\u6027\uff09\u3001\u504f\u597d\u54c1\u724c\uff08Nike \u8fd8\u662f Adidas\uff09\u3001\u9884\u7b97\u3001\u591a\u4e45\u8981\uff1b\u7136\u540e\u8981\u4f1a\u7528\u5de5\u5177\uff0c\u6253\u5f00\u6d4f\u89c8\u5668\u53bb Amazon\uff0c\u8bc6\u522b\u8bc4\u5206\u4f4e\u3001\u4e24\u661f\u3001\u53ef\u7591\u7684\u5356\u5bb6\uff0c\u9009\u66f4\u53ef\u4fe1\u7684\u5356\u5bb6\uff0c\u751a\u81f3\u88c5 Honey \u6d4f\u89c8\u5668\u6269\u5c55\u627e\u6298\u6263\u7801\uff0c\u8fd8\u8981\u77e5\u9053\u6536\u8d27\u5730\u5740\u3001\u4e0e\u5356\u5bb6\u6c9f\u901a\u662f\u5426\u4e34\u8fd1\u4fc3\u9500\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/buy-shoes-agent-gap.jpg\" alt=\"Agent gap buying shoes task\"\/><figcaption>Buy shoes agent gap<\/figcaption><\/figure>\n<p>\u8fd9\u4e00\u5207\u53c8\u56de\u5230\u56db\u6839\u652f\u67f1\uff1a\u591a\u6a21\u6001\uff08\u770b\u978b\u56fe\u3001\u7406\u89e3\u5c4f\u5e55\u3001\u4e0e\u4eba\u5bf9\u8bdd\uff09\u3001\u63a8\u7406\uff08\u5148\u95ee\u6e05\u978b\u7801\u3001\u54c1\u724c\u3001\u9884\u7b97\u3001\u65f6\u6548\uff0c\u5148\u8865\u4e0a\u4e0b\u6587\u518d\u884c\u52a8\uff09\u3001\u5de5\u5177\u4f7f\u7528\u3001\u7f16\u7801\uff08\u6bd4\u5982\u5199\u4e00\u6bb5 Python\uff0c\u7528\u7c7b\u4f3c Yelp \u8bc4\u5206\u659c\u7387\u7684\u590d\u6742\u7b97\u6cd5\u5224\u65ad\u8be5\u9009\u54ea\u4e2a\u5356\u5bb6\uff09\u3002\u6a21\u578b\u4e4b\u6240\u4ee5\u505a\u4e0d\u5230\uff0c\u662f\u56e0\u4e3a\u4e92\u8054\u7f51 token \u91cc\u6839\u672c\u4e0d\u5b58\u5728\u8fd9\u6761\u63a8\u7406\u94fe\u2014\u2014\u9664\u975e\u771f\u6709 EA \u5199\u8fc7\u4e00\u7bc7&#8221;\u5982\u4f55\u7ed9 Oren \u4e70\u978b&#8221;\u7684\u535a\u5ba2\u3002<\/p>\n<h2>\u516d\u3001\u667a\u80fd\u5373 API\uff1a\u4e00\u79cd&#8221;\u590d\u5408\u667a\u80fd&#8221;\u7684\u5f02\u7c7b<\/h2>\n<p>Jonathan \u63d0\u51fa\u4e00\u4e2a\u6709\u8da3\u89c6\u89d2\uff1a\u667a\u80fd\u662f\u4e00\u79cd API\uff0c\u4f46\u5b83\u662f\u4e00\u79cd\u4e0e\u4eba\u7c7b\u4e0d\u540c\u7684&#8221;\u5f02\u7c7b\u667a\u80fd&#8221;\uff0c\u662f\u4e0d\u540c\u9886\u57df\u4e0d\u540c\u4eba\u7c7b\u7684\u590d\u5408\u3002\u666e\u901a\u4eba\u62db\u4e00\u4e2a\u8bbe\u8ba1\u5e08\uff0c\u8bbe\u8ba1\u5e08\u53ea\u5728\u8bbe\u8ba1\u4e0a\u7a81\u51fa\uff1b\u800c\u8c03\u7528\u524d\u6cbf\u6a21\u578b\u8fd9\u4e00\u4e2a API\uff0c\u4f60\u540c\u65f6\u5f97\u5230\u4e86\u6700\u597d\u7684\u8bbe\u8ba1\u5e08\u3001\u6700\u597d\u7684 UX \u524d\u7aef\u5f00\u53d1\u8005\uff0c\u751a\u81f3\u5fc3\u7406\u5b66\u5bb6\u3001\u8425\u9500\u8bf4\u670d\u4e13\u5bb6\u7684\u667a\u80fd\uff0c\u5168\u90e8\u70d8\u7119\u8fdb\u540c\u4e00\u7ec4\u6743\u91cd\u3002\u8fd9\u79cd&#8221;\u590d\u5408\u667a\u80fd\u5373 API&#8221;\u975e\u5e38\u60ca\u4eba\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/intelligence-as-composite-api.jpg\" alt=\"Composite intelligence as API\"\/><figcaption>Intelligence as API<\/figcaption><\/figure>\n<h2>\u4e03\u3001\u88ab\u4f4e\u4f30\u7684\u6a21\u578b\u80fd\u529b\u4f59\u91cf\uff0c\u4e0e\u4f01\u4e1a\u7684 10% \u5229\u7528\u7387<\/h2>\n<p>\u4e0e\u6d88\u8d39\u8005&#8221;\u6bcf\u5929\u671f\u671b\u6da8\u5f97\u6bd4\u80fd\u529b\u5feb&#8221;\u7684\u843d\u5dee\u76f8\u53cd\uff0cJonathan \u5728\u4f01\u4e1a\u4fa7\u770b\u5230\u7684\u662f\u663e\u8457\u7684&#8221;\u6a21\u578b\u80fd\u529b\u4f59\u91cf&#8221;\uff1a\u6a21\u578b\u5b9e\u9645\u80fd\u505a\u7684\u8fdc\u591a\u4e8e\u4f01\u4e1a\u4eca\u5929\u69a8\u53d6\u7684\u3002\u4ee5\u4fdd\u9669\u516c\u53f8\u6838\u4fdd\u5458\u4e3a\u4f8b\uff0c\u628a\u975e\u7ed3\u6784\u5316\u4fe1\u606f\u8f6c\u6210\u9ad8\/\u4e2d\/\u4f4e\u98ce\u9669\u8bc4\u5206\u3001\u5b9a\u4fdd\u8d39\uff0c\u4ec5\u9760\u597d\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e0e\u7528\u6237\u63d0\u793a\u5c31\u80fd\u505a\u5f88\u591a\uff1b\u4e0b\u4e00\u6b65\u662f\u6559\u6a21\u578b\u7528\u5de5\u5177\uff0c\u518d\u4e0b\u4e00\u6b65\u662f\u597d\u7684 RAG \u7cfb\u7edf\u8ba9\u6a21\u578b\u81ea\u884c\u7ec4\u7ec7\u4e0a\u4e0b\u6587\uff0c\u518d\u5f80\u4e0a\u662f SFT\uff0c\u518d\u5f80\u4e0a\u662f RL \u540e\u8bad\u7ec3\u3002\u5373\u4fbf\u6240\u6709\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u4eca\u5929\u505c\u4e0b\u8fdb\u6b65\uff0c\u4ecd\u6709\u5de8\u5927\u7684\u7ecf\u6d4e\u751f\u4ea7\u529b\u53ef\u91ca\u653e\uff1b\u800c\u6700\u524d\u6cbf\u7684\u4f01\u4e1a\u7528\u6237\u4e5f\u53ea\u7528\u4e86\u73b0\u6709\u80fd\u529b\u7684\u4e0d\u5230 10%\uff0c\u56e0\u4e3a\u4e00\u5207\u592a\u65b0\uff0c\u516c\u53f8\u4e0e\u6d41\u7a0b\u8fd8\u6ca1\u6765\u5f97\u53ca\u91cd\u6784\u3002<\/p>\n<h2>\u516b\u3001\u6570\u636e\u98de\u8f6e\uff1a\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u4e0e\u4f01\u4e1a AI \u4e92\u76f8\u5582\u517b<\/h2>\n<p>\u8c08\u5230\u5982\u4f55\u5728\u75af\u72c2\u7ade\u4e89\u4e2d\u907f\u514d\u540c\u8d28\u5316\uff0cJonathan \u5f15\u7528 Peter Thiel&#8221;\u7ade\u4e89\u662f\u7ed9\u5931\u8d25\u8005\u7684&#8221;\uff0c\u5e76\u8bf4 Turing \u523b\u610f\u6784\u5efa\u590d\u5229\u5faa\u73af\u3002\u4e0e\u5176\u4ed6\u6570\u636e\u6807\u6ce8\u516c\u53f8\u4e0d\u540c\uff0cTuring \u81ea\u6211\u5b9a\u4f4d\u4e3a&#8221;\u8d85\u7ea7\u667a\u80fd\u52a0\u901f\u5668&#8221;\uff0c\u7c7b\u4f3c Nvidia\uff1a\u65e2\u670d\u52a1\u524d\u6cbf\u5b9e\u9a8c\u5ba4\uff0c\u53c8\u670d\u52a1\u4f01\u4e1a AI\u3002\u670d\u52a1\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u8ba9\u5b83\u77e5\u9053\u524d\u6cbf\u5728\u54ea\uff0c\u6210\u4e3a\u4f01\u4e1a AI \u7684\u4f18\u79c0\u4f19\u4f34\uff1b\u670d\u52a1\u4f01\u4e1a\u53c8\u8ba9\u5b83\u770b\u5230\u6a21\u578b\u5728\u771f\u5b9e\u573a\u666f\u54ea\u91cc\u5d29\u2014\u2014\u6bd4\u5982\u8bfb\u8de8\u9875\u8868\u683c\u7684 PDF\u3001\u8c03\u7528\u67d0\u4e2a\u5de5\u5177\u51fa\u9519\u3001\u770b\u4eea\u8868\u76d8\u53d6\u6570\u51fa\u9519\u3001\u505a DCF \u4f30\u503c\u7b97\u9519\u2014\u2014\u8fd9\u4e9b\u5931\u8d25\u6a21\u5f0f\u88ab\u62bd\u8c61\u6210\u6570\u636e\u96c6\uff0c\u53cd\u8fc7\u6765\u544a\u8bc9\u524d\u6cbf\u5b9e\u9a8c\u5ba4\u8be5\u8865\u4ec0\u4e48\u6570\u636e\u3002\u4e00\u8fb9\u5f3a\u5316\u53e6\u4e00\u8fb9\uff0c\u5f62\u6210\u7531\u4eba\u624d\u5e73\u53f0\u4e0e\u6570\u636e\u5e73\u53f0\u653e\u5927\u7684\u6570\u636e\u5faa\u73af\u3002\u7ade\u4e89\u7684\u65b9\u5f0f\u662f\u62e5\u6709\u6781\u9ad8\u7684\u5b66\u4e60\u7387\uff0c\u6bd4\u4efb\u4f55\u4eba\u5b66\u5f97\u90fd\u5feb\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/data-loop-flywheel.jpg\" alt=\"Frontier enterprise data flywheel\"\/><figcaption>Data loop flywheel<\/figcaption><\/figure>\n<h2>\u4e5d\u3001SaaS \u5df2\u6b7b\uff1a\u4e24\u5c42\u542b\u4e49\u4e0e\u4e2d\u95f4\u5c42\u7ea2\u6d77<\/h2>\n<p>Jonathan \u63d0\u51fa&#8221;SaaS \u5df2\u6b7b&#8221;\uff0c\u5305\u542b\u4e24\u5c42\u3002\u5176\u4e00\uff0c\u8fc7\u53bb\u590d\u6742\u8f6f\u4ef6\u3001AI \u5e94\u7528\u90fd\u5f88\u96be\u81ea\u5efa\uff0c\u516c\u53f8\u8981\u6316\u65af\u5766\u798f NLP \u535a\u58eb\u3001\u82b1\u516d\u4e2a\u6708\u91c7\u6570\u636e\u3001\u505a\u7279\u5f81\u5de5\u7a0b\u3001\u4e3b\u52a8\u5b66\u4e60\uff0c\u7814\u53d1\u6210\u672c\u88ab\u644a\u8584\u7ed9\u5ba2\u6237\uff1b\u5982\u4eca\u667a\u80fd\u4e0b\u6c89\u5230\u57fa\u5ea7\u6a21\u578b\u5c42\uff0c\u5b9a\u5236\u8f6f\u4ef6\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u516c\u53f8\u5de5\u7a0b\u5e08\u4f1a\u81ea\u5df1\u5efa\u5927\u91cf\u5185\u90e8\u5b9a\u5236\u5de5\u5177\uff0c\u8d2d\u4e70\u7b2c\u4e09\u65b9\u8f6f\u4ef6\u7684\u9700\u6c42\u4e0b\u964d\u3002\u5176\u4e8c\uff0c\u4f20\u7edf SaaS \u662f\u4e3a\u4eba\u70b9\u83dc\u5355\u3001\u70b9 GUI \u8bbe\u8ba1\u7684\uff0c\u800c\u5728\u8ba1\u7b97\u673a\u4f7f\u7528\u667a\u80fd\u4f53\u3001\u5de5\u5177\u8c03\u7528\u667a\u80fd\u4f53\u65f6\u4ee3\uff0c\u8f6f\u4ef6\u5e76\u4e0d\u662f\u4e3a\u88ab agent \u8c03\u7528\u800c\u8bbe\u8ba1\u7684\uff0c\u672a\u6765\u4f1a\u6709\u66f4\u591a\u5de5\u5177\u8c03\u7528\u667a\u80fd\u4f53\u76f4\u63a5\u8c03 API \u884c\u52a8\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/saas-dead-thesis.jpg\" alt=\"SaaS is dead thesis explained\"\/><figcaption>SaaS dead thesis<\/figcaption><\/figure>\n<p>\u4ed6\u5224\u65ad\uff1a\u6a21\u578b\u5c42\u4f1a&#8221;\u95ea\u7535\u5f0f&#8221;\u5403\u6389\u4e00\u90e8\u5206\uff1b\u53e6\u4e00\u8fb9\uff0c\u4f01\u4e1a\u4f1a\u7528\u81ea\u5df1\u4e13\u6709\u6570\u636e\u5fae\u8c03\u5c0f\u6a21\u578b\u3001\u84b8\u998f\u81ea\u5df1\u7684\u4eba\u7c7b\u667a\u80fd\uff0c\u5efa\u5185\u90e8\u7248 ChatGPT\uff1b\u5939\u5728\u4e2d\u95f4\u3001\u4e3a\u5355\u4e2a\u81ea\u52a8\u5316\u70b9\u65b9\u6848\u505a agent \u7684&#8221;\u70b9\u89e3&#8221;\u5c42\u5219\u662f\u7ea2\u6d77\u2014\u2014\u8def\u4e0a\u968f\u5904\u53ef\u89c1&#8221;\u81ea\u52a8\u5316\u9500\u552e\/\u81ea\u52a8\u5316 SDR&#8221;\u7684\u5e7f\u544a\u724c\u3002\u4ed6\u501f Thiel \u7684\u53e3\u543b\u8bf4\uff0c\u4e00\u4e2a\u5199\u7740&#8221;\u9762\u5411 X \u7684 AI agent&#8221;\u7684\u8def\u6f14\u5927\u6982\u4f1a\u88ab\u76f4\u63a5\u8fc7\u6ee4\u6389\u3002<\/p>\n<h2>\u5341\u3001\u638c\u63e1\u6570\u636e\u5c42\uff1a\u7ed5\u8fc7 SaaS \u76f4\u8fde\u6e90\u6570\u636e<\/h2>\n<p>\u4ed6\u4ee5\u6c99\u7279\u516c\u53f8 Humane One \u4e3a\u4f8b\u8bf4\u660e\u53e6\u4e00\u79cd\u8def\u5f84\uff1a\u4f20\u7edf SaaS \u5e94\u7528\u5927\u591a\u53ea\u662f\u5305\u5728\u6570\u636e\u5e93\u5916\u7684\u4e00\u5c42 UI\uff1b\u5982\u679c\u81ea\u5df1\u638c\u63a7 ground truth \u6570\u636e\u5c42\uff0c\u5c31\u53ef\u4ee5\u8ba9\u4e00\u7ec4 agent \u76f4\u63a5\u4e0e\u4eba\u4ea4\u4e92\uff0c\u4e0d\u9700\u8981\u4e2d\u95f4\u7684 SaaS\u3002\u4ee5\u62db\u8058\u4e3a\u4f8b\uff1a\u672a\u6765\u4f60\u76f4\u63a5\u5bf9 agent \u8bf4&#8221;\u6211\u8981\u62db\u4e00\u540d RL \u5de5\u7a0b\u5e08&#8221;\uff0c\u5b83\u4f1a\u67e5 Turing \u77e5\u8bc6\u5e93\u3001\u5199\u5b9a\u5236 JD\u3001\u66f4\u65b0\u5b98\u7f51\u3001\u626b\u63cf\u90ae\u7bb1\u3001\u628a\u804c\u4f4d\u53d1\u5230 LinkedIn\uff0c\u6536\u5230\u7533\u8bf7\u81ea\u52a8\u5f52\u6863\u3001\u5b89\u6392\u521d\u7b5b\u3001\u7ea6\u9762\u8bd5\u3001\u6392\u65e5\u5386\u2014\u2014\u5168\u7a0b\u4e0d\u4f9d\u8d56 Greenhouse \u8fd9\u7c7b ATS\uff0c\u53ea\u8981\u7ef4\u62a4\u597d\u5019\u9009\u4eba\u6570\u636e\u5e93\u4e0e\u6570\u636e\u6a21\u5f0f\u3002\u8fd9\u5957\u903b\u8f91\u53ef\u8fc1\u79fb\u5230\u9500\u552e\u3001Jira \u9879\u76ee\u7ba1\u7406\u7b49\u4e00\u5207\u9886\u57df\uff1a\u8c01\u63a7\u5236\u6570\u636e\u5c42\uff0c\u8c01\u5c31\u4e0d\u9700\u8981\u4e2d\u95f4\u7684 SaaS\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/own-data-layer-agents.jpg\" alt=\"Own data layer agent system\"\/><figcaption>Own the data layer<\/figcaption><\/figure>\n<h2>\u5341\u4e00\u3001\u4e3a\u4ec0\u4e48\u4e3b\u52a8\u76c8\u5229\uff1a\u9020\u4e00\u5bb6\u80fd\u6d3b\u51e0\u5341\u5e74\u7684\u516c\u53f8<\/h2>\n<p>\u4e3b\u6301\u4eba\u62ab\u9732\u81ea\u5df1\u662f Turing \u7684\u6295\u8d44\u4eba\uff0c\u5e76\u95ee\u4e3a\u4f55\u9009\u62e9\u76c8\u5229\u8fd0\u8425\u3002Jonathan \u8bf4\u516c\u53f8\u65e9\u524d\u5df2\u5b9e\u73b0\u76c8\u5229\uff0c\u7528\u6765\u5411\u81ea\u5df1\u8bc1\u660e\u8fd9\u95e8\u751f\u610f\u6709\u6781\u597d\u7684\u5355\u4f4d\u7ecf\u6d4e\u6a21\u578b\uff1b\u5982\u4eca\u91cd\u65b0\u8e29\u6cb9\u95e8\u52a0\u901f\u3002\u4ed6\u7684\u76ee\u6807\u4e0d\u662f&#8221;\u878d\u4e0b\u4e00\u8f6e\u518d\u5356&#8221;\uff0c\u800c\u662f\u9020\u4e00\u5bb6\u80fd\u6301\u7eed\u51e0\u5341\u5e74\u7684\u957f\u9752\u3001\u4e16\u4ee3\u516c\u53f8\uff0c\u5bf9\u6807 Google\u3001SpaceX\u3001Tesla\u3001Apple\u3002\u884c\u4e1a\u592a\u65b0\u3001\u53d8\u5316\u592a\u5feb\uff0c\u5fc5\u987b\u5148\u9a8c\u8bc1\u5355\u4f4d\u7ecf\u6d4e\u6210\u7acb\uff0c\u624d\u6562\u5168\u529b\u52a0\u901f\u3002<\/p>\n<h2>\u5341\u4e8c\u3001\u54c1\u724c\u547d\u540d\uff1aAlan Turing \u4e0e\u56fe\u7075\u6d4b\u8bd5\u7684\u53cc\u91cd\u542b\u4e49<\/h2>\n<p>\u8c08\u5230\u54c1\u724c\uff0cJonathan \u8bf4 Turing \u4e00\u540d\u523b\u610f\u53d6\u81ea\u8ba1\u7b97\u673a\u79d1\u5b66\u4e4b\u7236\u3001AI \u4e4b\u7236 Alan Turing\uff0c&#8221;\u56fe\u7075\u6d4b\u8bd5&#8221;\u6697\u793a\u672a\u6765\u4f60\u5206\u4e0d\u6e05\u5bf9\u9762\u662f\u4eba\u8fd8\u662f AI\uff1b\u540c\u65f6 Turing \u4e5f\u662f\u4e00\u4e2a\u52a8\u8bcd\u5f0f\u7684\u540d\u5b57\uff0c\u4e24\u97f3\u8282\u3001\u516d\u4e2a\u5b57\u6bcd\u3001\u7b80\u5355\u6613\u8bb0\uff0c\u7c7b\u4f3c Tesla\u3002\u4ed6\u56de\u5fc6\u5728 Palo Alto \u7684 Page Mill Road \u4e0a\u5f00\u8f66\u65f6\u5b9a\u540d\uff0c\u7b2c\u4e00\u5019\u9009\u4e0e\u7b2c\u4e8c\u540d\u5dee\u8ddd\u60ac\u6b8a\u3002\u4ed6\u8fd8\u9884\u5224\u672a\u6765 AI \u4f1a\u8ba9\u4eba\u53d8\u5f97\u66f4\u597d\u3001\u4eba\u4e5f\u901a\u8fc7\u6301\u7eed\u5fae\u8c03\u5faa\u73af\u8ba9 AI \u66f4\u597d\uff0c\u4e8c\u8005\u76f8\u4e92\u4ea4\u7ec7\u3002<\/p>\n<h2>\u5341\u4e09\u3001\u5feb\u95ee\u5feb\u7b54\uff1a\u53cd\u9634\u8c0b\u8bba\u4e0e&#8221;\u5fae\u89c2\u7ba1\u7406\u662f\u574f\u5efa\u8bae&#8221;\u4e4b\u8fa9<\/h2>\n<p>\u88ab\u95ee\u5230\u76f8\u4fe1\u7684\u9634\u8c0b\u8bba\uff0c\u4ed6\u7ed9\u51fa\u4e00\u4e2a&#8221;\u53cd\u9634\u8c0b\u8bba&#8221;\uff1aAI \u4e0d\u4f1a\u628a\u4eba\u5168\u90e8\u81ea\u52a8\u5316\u51fa\u5c40\uff0c30 \u4e07\u4ebf\u7f8e\u5143\u77e5\u8bc6\u5de5\u4f5c\u6700\u7ec8\u90fd\u4f1a\u662f human-in-the-loop \u7cfb\u7edf\uff0c\u4eba\u59cb\u7ec8\u9700\u8981\u2014\u2014\u4eba\u4eec\u5e38\u628a\u8d85\u7ea7\u667a\u80fd\u7b49\u540c\u4e8e\u5b8c\u5168\u65e0\u4eba\u9a7e\u9a76\uff0c\u4f46\u4e8c\u8005\u4e0d\u540c\u3002\u88ab\u95ee&#8221;\u901a\u5e38\u88ab\u5f53\u4f5c\u574f\u5efa\u8bae\u7684\u5e38\u8bc6&#8221;\uff0c\u4ed6\u53cd\u9a73&#8221;\u5fae\u89c2\u7ba1\u7406\u662f\u574f\u7684&#8221;\u8fd9\u4e00\u6d41\u884c\u8bf4\u6cd5\uff1a\u9886\u5bfc\u8005\u5fc5\u987b\u6df1\u5165\u7ec6\u8282\u3001\u8d34\u8fd1\u5199\u4ee3\u7801\u7684\u4eba\u548c\u5ba2\u6237\uff0c\u5e94\u6253\u9020\u4f18\u79c0\u56e2\u961f\u3001\u5f3a\u529b\u63a8\u52a8\uff0c\u4f46\u4fdd\u6301\u8d34\u5730\u3001\u6241\u5e73\u64cd\u4f5c\uff1bCEO \u4e0d\u9700\u8981\u6df1\u5165\u4e00\u5207\uff0c\u800c\u8981\u50cf Elon \u90a3\u6837\u6bcf\u5468\u6311\u51fa\u6700\u5173\u952e\u7684\u90a3\u4e2a\u74f6\u9888\uff0c\u5e26\u7740\u56e2\u961f\u6df1\u6316\u89e3\u51b3\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/aicrunchx.com\/cn\/wp-content\/uploads\/2026\/10\/stage-five-culture.jpg\" alt=\"Stage five wonder culture leadership\"\/><figcaption>Stage-five culture<\/figcaption><\/figure>\n<h2>\u5341\u56db\u3001\u9886\u5bfc\u80fd\u91cf\u4e0e\u7b2c\u4e94\u9636\u6bb5\u6587\u5316<\/h2>\n<p>\u6700\u540e Jonathan \u5206\u4eab\u4e2a\u4eba\u5fc3\u6cd5\uff1a\u4ed6\u5982\u4eca\u4e0d\u53ea\u4f18\u5316\u7ed3\u679c\uff0c\u4e5f\u4f18\u5316\u5185\u5fc3\u7684\u4eab\u53d7\u5ea6\uff0c\u6bcf\u5929\u505a&#8221;\u80fd\u91cf\u5ba1\u8ba1&#8221;\uff0c\u8bb0\u5f55\u4eca\u5929\u7684\u4eab\u53d7\u5206\u3001\u5cf0\u503c\u65f6\u523b\u4e0e\u6700\u8017\u795e\u7684\u73af\u8282\uff0c\u636e\u6b64\u597d\u5947\u5e76\u4fee\u6b63\u3002\u4ed6\u5f15\u7528 Phil Jackson\u300a11 Rings\u300b\u7684\u4e94\u9636\u6bb5\u6587\u5316\uff1a\u4ece&#8221;\u4eba\u751f\u7cdf\u900f\u4e86&#8221;\u7684\u5e2e\u6d3e\u6587\u5316\u3001&#8221;\u6211\u5f88\u60e8&#8221;\u7684\u51b7\u6f20\u6587\u5316\u3001&#8221;\u6211\u5f3a\u4f60\u5f31&#8221;\u7684\u5b64\u80c6\u82f1\u96c4\u6587\u5316\u3001&#8221;\u6211\u4eec\u5f3a\u4f60\u5f31&#8221;\u7684\u56e2\u961f\u6587\u5316\uff0c\u5230\u7f55\u89c1\u7684\u7b2c\u4e94\u9636\u6bb5\u2014\u2014\u5929\u771f\u7684\u60ca\u5947\u611f\u4e0e&#8221;\u4eba\u751f\u5f88\u68d2&#8221;\uff0c\u4e0d\u88ab\u7ade\u4e89\u5b9a\u4e49\uff0c\u53ef\u4ee5\u4e0e\u5bf9\u624b\u51fb\u638c\uff0c\u5374\u4ecd\u5728\u6218\u573a\u4e0a\u4eab\u53d7\u6218\u80dc\u5bf9\u65b9\u3002\u4ed6\u5e0c\u671b Turing \u6210\u4e3a\u7b2c\u4e94\u9636\u6bb5\u6587\u5316\u7684\u516c\u53f8\u3002\u5bf9\u8bdd\u5728\u4e3b\u6301\u4eba\u4e0e\u5609\u5bbe\u7684\u8f7b\u677e\u4ea4\u6d41\u4e2d\u7ed3\u675f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u671f\u300aWorld of DAAS\u300b\u7531 Oren \u4e3b\u6301\uff0c\u5bf9\u8bdd\u5609\u5bbe\u662f\u4f30\u503c\u7ea6 22 \u4ebf\u7f8e\u5143\u7684 AI \u6570\u636e\u516c\u53f8 Tur &#8230; <a title=\"Turing CEO Jonathan Sadar\uff1a\u4eba\u7c7b\u667a\u80fd\u624d\u662f\u8d85\u7ea7\u667a\u80fd\u65b0\u74f6\u9888\uff0cSaaS\u5df2\u6b7b\uff0c\u8981\u81ea\u5df1\u638c\u63a7\u6570\u636e\u5c42\" class=\"read-more\" href=\"https:\/\/aicrunchx.com\/cn\/archives\/80\" aria-label=\"\u9605\u8bfb Turing CEO Jonathan Sadar\uff1a\u4eba\u7c7b\u667a\u80fd\u624d\u662f\u8d85\u7ea7\u667a\u80fd\u65b0\u74f6\u9888\uff0cSaaS\u5df2\u6b7b\uff0c\u8981\u81ea\u5df1\u638c\u63a7\u6570\u636e\u5c42\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":1,"featured_media":70,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[139,143,148,144,147,154,153,158,150,141,137,157,138,152,155,93,99,145,94,146,156,142,149,136,151,140],"class_list":["post-80","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-large-models","tag-alan-turing","tag-composite-intelligence","tag-computer-use-agent","tag-data-factory","tag-data-layer","tag-elon-musk","tag-fifth-stage-culture","tag-four-dimensional-matrix","tag-human-in-the-loop","tag-imitation-learning","tag-jonathan-sadar","tag-knowledge-work","tag-oren","tag-peter-thiel","tag-phil-jackson","tag-post-training","tag-pre-training","tag-proprietary-intelligence","tag-reinforcement-learning","tag-saas","tag-super-intelligence","tag-supervised-fine-tuning","tag-tool-calling","tag-turing","tag-unit-economics","tag-world-of-daas"],"yoast_head":"<!-- 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