{"id":490,"date":"2025-10-29T07:00:00","date_gmt":"2025-10-28T23:00:00","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=490"},"modified":"2025-10-28T19:26:04","modified_gmt":"2025-10-28T11:26:04","slug":"%e5%85%a8%e5%91%98%e5%a4%b1%e4%b8%9a%e6%98%af%e5%a5%bd%e4%ba%8b%ef%bc%9ftransformer-%e4%b9%8b%e7%88%b6%e7%9a%84%e9%a2%a0%e8%a6%86%e5%8f%91%e8%a8%80%ef%bc%8c%e6%88%b3%e4%b8%ad%e8%a1%8c%e4%b8%9a","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/10\/29\/490\/","title":{"rendered":"\u5168\u5458\u5931\u4e1a\u662f\u597d\u4e8b\uff1fTransformer 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src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_75cf4d81a19e43f5890eb02d9128fc23@5091053_oswg228561oswg1080oswg398_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6d77\u91cf\u8d44\u91d1\u4e0e\u4eba\u624d\u53cd\u800c\u8ba9\u7814\u7a76\u5708\u6324\u8fdb\u6b7b\u80e1\u540c\uff0c\u5927\u5bb6\u53ea\u987e\u5377\u53c2\u6570\u3001\u62a2\u53d1\u8bba\u6587\uff0c\u6ca1\u4eba\u6562\u63a2\u7d22\u65b0\u67b6\u6784\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u94b1\u8d8a\u591a\uff0c\u70b9\u5b50\u8d8a\u5c11\uff1f<\/strong><\/h2>\n\n\n\n<p>\u8fd9\u662f\u4e00\u79cd\u8d44\u672c\u4e0e\u8bba\u6587KPI\u7684\u5947\u5999\u5316\u5b66\u53cd\u5e94\u3002<\/p>\n\n\n\n<p>Jones\u7684\u4e3b\u5f20\u5f88\u76f4\u767d\uff1a\u524d\u6240\u672a\u6709\u7684\u5173\u6ce8\u3001\u8d44\u91d1\u548c\u4eba\u624d\u6d8c\u5165\u4e4b\u540e\uff0c\u7814\u7a76\u53cd\u800c\u88ab\u300c\u6536\u7a84\u300d\u4e86\u3002<\/p>\n\n\n\n<p>\u4e3a\u5565\uff1f<\/p>\n\n\n\n<p>\u4e00\u8fb9\u662f\u6295\u8d44\u4eba\u76ef\u7740\u56de\u62a5\uff0c\u53e6\u4e00\u8fb9\u662f\u7814\u7a76\u8005\u62c5\u5fc3\u88ab\u522b\u4eba\u300c\u62a2\u5148\u53d1\u300d\uff0c\u4eba\u4eba\u90fd\u5728\u62e5\u6324\u8d5b\u9053\u91cc\u62fc\u547d\u5237\u5b58\u5728\u611f\u3002<\/p>\n\n\n\n<p>\u7ed3\u679c\u5462\uff1f<\/p>\n\n\n\n<p><strong>\u8d76\u5de5\u7eb8\u9762\u6210\u7ee9\uff0c\u6324\u7259\u818f\u5f0f\u521b\u65b0\uff0c\u548c\u5343\u4eba\u4e00\u9762\u7684\u8bba\u6587\u6807\u9898\u3002<\/strong><\/p>\n\n\n\n<p>\u4ed6\u8fd8\u642c\u51fa\u4e86\u8bfe\u672c\u91cc\u7684\u8001\u670b\u53cb\uff1a<strong>\u300c\u63a2\u7d22vs.\u5229\u7528\u300d<\/strong>\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u7684\u884c\u4e1a\u50cf\u628a\u300c\u5229\u7528\u300d\u65cb\u94ae\u62e7\u523011\u6863\uff1a\u4e0d\u505c\u5bf9\u540c\u4e00\u67b6\u6784\u6253\u8865\u4e01\u3001\u6362\u76ae\u80a4\u3001\u52a0\u5927\u6a21\u578b\uff0c\u518d\u52a0\u70b9\u300c\u6211\u4eec\u53c8SOTA\u4e86\u300d\u7684\u8c03\u5473\u5305\u3002<\/p>\n\n\n\n<p>\u53ef\u771f\u6b63\u7684\u65b0\u8def\u5b50\uff0c\u6ca1\u4eba\u6562\u8d70\uff0c\u4e5f\u6ca1\u7a7a\u8d70\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_3ad32647c2af426aa5616b9f4d4eefba@5091053_oswg1106499oswg1080oswg1217_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>Jones\u5728\u4f1a\u8bae\u4e0a\u8bf4\uff1a\u672a\u6765\u6bcf\u4e2a\u4eba\u90fd\u4f1a\u5931\u53bb\u5de5\u4f5c\uff0c\u8fd9\u662f\u4e00\u4ef6\u597d\u4e8b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e00\u6bb5\u5386\u53f2\u590d\u76d8\uff1aRNN\u5e74\u4ee3\u7684\u300c\u5f92\u624b\u629b\u5149\u300d<\/strong><\/h3>\n\n\n\n<p>Jones\u63d0\u9192\u5927\u5bb6\u60f3\u60f3<strong>Transformer\u51fa\u73b0\u524d<\/strong>\u7684\u65e5\u5b50\uff01<\/p>\n\n\n\n<p>\u5f53\u65f6\u7814\u7a76\u5708\u6b63\u5bf9RNN\u505a\u65e0\u5c3d\u5c0f\u6539\u5c0f\u4f18\uff0c\u5c31\u50cf\u7ed9\u4e00\u5757\u77f3\u5934\u629b\u5149\u4e00\u6837\u3002<\/p>\n\n\n\n<p>\u4e00\u65e6Transformer\u767b\u573a\uff0c\u524d\u9762\u90a3\u5806\u629b\u5149\u64cd\u4f5c\u7acb\u523b\u53d8\u5f97\u50cf\u300c\u7ed9\u9a6c\u8f66\u88c5\u4e86\u78b3\u7ea4\u7ef4\u5c3e\u7ffc\u300d\uff01<\/p>\n\n\n\n<p>\u5f88\u7cbe\u81f4\uff0c\u4f46\u5f88\u4e0d\u5bf9\u8def\uff0c\u751a\u81f3\u53d8\u5f97\u5b8c\u5168\u65e0\u7528\uff0c\u73b0\u5728\u8fd8\u6709\u8c01\u518d\u8c08\u8bbaRNN\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_b9c02b2f6c6b480395fc1037038a37ed@5091053_oswg172493oswg1080oswg477_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e8e\u662fJones\u62c5\u5fc3\u6211\u4eec\u662f\u5426\u53c8\u5728\u91cd\u6f14\u5386\u53f2\uff1a<strong>\u76ef\u7740\u4e00\u4e2a8\u5e74\u524d\u67b6\u6784\u4e00\u76f4\u8585\u7f8a\u6bdb\uff0c\u8585\u5230\u79c3\uff01<\/strong><\/p>\n\n\n\n<p>\u4e0d\u505c\u7ed9\u9a6c\u8f66\u6253\u9020\u5404\u79cd\u597d\u770b\u7684\u8bbe\u5907\uff0c\u5374\u4e0d\u77e5\u9053\u62d0\u5f2f\u770b\u770b\u8def\u53e3\u662f\u4e0d\u662f\u6709\u98de\u8239\u505c\u9760\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Transformer\u662f\u600e\u4e48\u300c\u957f\u5927\u300d\u7684\uff1f<\/strong><\/h2>\n\n\n\n<p><strong>\u4e0d\u662fKPI\uff0c\u662f\u81ea\u7531\uff01<\/strong><\/p>\n\n\n\n<p>\u8fd9\u5c31\u662f<strong>Transformer\u4e4b\u7236\u7ed9\u51fa\u7684\u7b54\u6848\u3002<\/strong><\/p>\n\n\n\n<p>\u6700\u624e\u5fc3\u7684\u4e00\u6bb5\u6765\u81eaJones\u7684\u56de\u5fc6\uff1a<\/p>\n\n\n\n<p>\u90a3\u4f1a\u513f\u4ed6\u5728\u8c37\u6b4c\u505aTransformer\uff0c<strong>\u662f\u300c\u5348\u996d\u5520\u55d1+\u767d\u677f\u4e71\u753b\u300d\u5f0f\u7684\u81ea\u4e0b\u800c\u4e0a\u7684\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_8b1dc0e0d7c24a788db1407b262de480@5091053_oswg873394oswg1080oswg646_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u65e2\u6ca1\u4eba\u89c4\u5b9a\u5fc5\u987b\u53d1\u51e0\u7bc7\u8bba\u6587\uff0c\u4e5f\u6ca1\u4eba\u62c9\u7740\u8033\u6735\u5bf9\u7740\u67d0\u4e2a\u6307\u6807\u51b2\u7ebf\u3002<\/p>\n\n\n\n<p><strong>\u5148\u6709\u81ea\u7531\uff0c\u540e\u6709\u7075\u611f\uff0c<\/strong>\u8fd9\u8bdd\u542c\u4e0a\u53bb\u6734\u7d20\uff0c\u4f46\u5982\u4eca\u53cd\u800c\u6210\u4e86\u7a00\u7f3a\u54c1\u3002<\/p>\n\n\n\n<p>\u518d\u770b\u73b0\u5728\uff1a\u5c31\u7b97\u5e74\u85aa\u4e0a\u4e03\u4f4d\u6570\uff0c\u8bb8\u591a\u4eba\u4e5f\u672a\u5fc5\u6562\u300c\u778e\u6298\u817e\u300d\u3002<\/p>\n\n\n\n<p>\u65b0\u5c97\u4f4d\u7b2c\u4e00\u5929\uff0c\u8c01\u4e0d\u60f3\u5148\u7a33\u4f4f\u7ee9\u6548\uff1f<\/p>\n\n\n\n<p>\u4e8e\u662f<strong>\u4f4e\u98ce\u9669\u3001\u53ef\u53d1\u8868\u3001\u89c1\u6548\u5feb<\/strong>\uff0c\u81ea\u7136\u4f18\u5148\u7ea7\u98d9\u5347\u3002<\/p>\n\n\n\n<p>\u60f3\u8c61\u529b\uff1f\u521b\u9020\u529b\uff1f<\/p>\n\n\n\n<p>\u5148\u7b49\u4e00\u7b49\u5427\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sakana AI\u7684\u300c\u53cd\u5185\u5377\u300d\u5b9e\u9a8c<\/strong><\/h3>\n\n\n\n<p>Llion Jones\u6253\u7b97\u628a\u63a2\u7d22\u65cb\u94ae\u62e7\u56de\u53bb\u3002<\/p>\n\n\n\n<p>Jones\u540e\u6765\u53bb\u65e5\u672c\u521b\u5efa\u4e86Sakana AI\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_1f21132ccb474efeb8863f55330778ec@5091053_oswg533727oswg1080oswg600_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8eab\u4e3a\u4e1c\u4eac\u521b\u4e1a\u516c\u53f8<strong>Sakana&nbsp;AI<\/strong>\u7684CTO\uff0cJones\u8bf4\u4ed6\u6253\u7b97\u5728\u5b9e\u9a8c\u5ba4\u91cc\u590d\u523bTransformer\u8bde\u751f\u524d\u7684\u300c\u7a7a\u6c14\u914d\u65b9\u300d\uff1a<\/p>\n\n\n\n<p><strong>\u5c11KPI\uff0c\u591a\u597d\u5947\uff1b\u5c11\u8ddf\u98ce\uff0c\u591a\u81ea\u7136\u542f\u53d1\u3002<\/strong><\/p>\n\n\n\n<p>\u4ed6\u8fd8\u7ed9\u56e2\u961f\u5b89\u5229\u4e86\u4e00\u53e5\u7814\u7a76\u683c\u8a00\uff1a<\/p>\n\n\n\n<p>You should only do the research that wouldn&#8217;t happen if you weren&#8217;t doing it.<\/p>\n\n\n\n<p>\u4f60\u53ea\u5e94\u8be5\u505a\u90a3\u4e9b\u5982\u679c\u4e0d\u662f\u4f60\u6765\u505a\u5c31\u4e0d\u4f1a\u53d1\u751f\u7684\u7814\u7a76\u3002\u3002<\/p>\n\n\n\n<p>\u2014\u2014\u6765\u81ea\u5de5\u7a0b\u5e08Brian Cheung<\/p>\n\n\n\n<p>\u5728\u8fd9\u79cd\u73af\u5883\u8bde\u751f\u6210\u679c\u7684\u4e00\u4e2a\u4f8b\u5b50\u662fSakana\u7684\u300c\u8fde\u7eed\u601d\u7ef4\u673a\u5668\u300d\uff0c\u5b83\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u878d\u5165\u4e86\u7c7b\u4f3c\u5927\u8111\u7684\u540c\u6b65\u673a\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_9d0c205543cd4682939ce95cb056fa0c@5091053_oswg1063675oswg1080oswg921_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e00\u4f4d\u63d0\u51fa\u8be5\u60f3\u6cd5\u7684\u5458\u5de5\u544a\u8bc9Jones\uff0c\u5728\u4ee5\u524d\u7684\u96c7\u4e3b\u6216\u5b66\u672f\u5c97\u4f4d\u4e0a\uff0c\u4ed6\u4f1a\u9762\u4e34\u6000\u7591\u5e76\u53d7\u5230\u4e0d\u8981\u6d6a\u8d39\u65f6\u95f4\u7684\u538b\u529b\u3002<\/p>\n\n\n\n<p>\u5728Sakana\uff0cJones\u7ed9\u4e86\u4ed6\u4e00\u5468\u65f6\u95f4\u53bb\u63a2\u7d22\u3002<\/p>\n\n\n\n<p>\u8be5\u9879\u76ee\u53d6\u5f97\u4e86\u8db3\u591f\u7684\u6210\u529f\uff0c\u751a\u81f3\u5728\u5927\u578bAI\u4f1a\u8baeNeurIPS\u4e0a\u83b7\u5f97\u4e86\u5c55\u793a\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>Jones\u751a\u81f3\u8868\u793a\uff0c<strong>\u5728\u62db\u8058\u4e2d\uff0c\u81ea\u7531\u80dc\u8fc7\u62a5\u916c\u3002<\/strong><\/p>\n\n\n\n<p>\u4ed6\u8c08\u5230\u8fd9\u79cd\u63a2\u7d22\u6027\u73af\u5883\u65f6\u8bf4\uff1a\u300c\u8fd9\u662f\u5438\u5f15\u4eba\u624d\u7684\u4e00\u4e2a\u975e\u5e38\u975e\u5e38\u597d\u7684\u65b9\u5f0f\u3002\u60f3\u60f3\u770b\uff0c\u6709\u624d\u534e\u3001\u806a\u660e\u3001\u6709\u91ce\u5fc3\u7684\u4eba\uff0c\u81ea\u7136\u4f1a\u53bb\u5bfb\u627e\u8fd9\u79cd\u73af\u5883\u3002\u300d<\/p>\n\n\n\n<p>\u8fd9\u6ce2\u64cd\u4f5c\u8bc1\u660e\u2014\u2014\u81ea\u7531<strong>\u6bd4\u9ad8\u85aa\u66f4\u80fd\u62a2\u4eba\u3002<\/strong><\/p>\n\n\n\n<p>\u806a\u660e\u4eba\u5bf9\u81ea\u7531\u7684<strong>\u654f\u611f\u5ea6<\/strong>\uff0c\u5f80\u5f80\u9ad8\u4e8e\u5bf9\u94b1\u7684\u611f\u77e5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u300c\u4e0d\u662f\u5206\u624b\uff0c\u662f\u51b7\u9759\u671f\u300d\uff1a\u522b\u628a\u4ed6\u5f53\u53cd\u5bf9\u6d3e<\/strong><\/h3>\n\n\n\n<p>\u4e5f\u8bb8\u6700\u5177\u8bbd\u523a\u610f\u5473\u7684\u662f\uff0cTransformer\u53ef\u80fd\u662f\u81ea\u8eab\u6210\u529f\u7684\u53d7\u5bb3\u8005\u3002<\/p>\n\n\n\n<p>\u5f53\u524d\u6280\u672f\u5982\u6b64\u5f3a\u5927\u4e14\u7075\u6d3b\u2026\u2026\u8fd9\u963b\u6b62\u4e86\u6211\u4eec\u53bb\u5bfb\u627e\u66f4\u597d\u7684\u6280\u672f\uff0c\u5982\u679c\u5f53\u524d\u6280\u672f\u66f4\u7cdf\u7cd5\uff0c\u4f1a\u6709\u66f4\u591a\u4eba\u53bb\u5bfb\u627e\u66f4\u597d\u7684\uff0c\u8fd9\u5f88\u6709\u9053\u7406\u3002<\/p>\n\n\n\n<p>Jones\u5e76\u4e0d\u662f\u8981\u628aTransformer\u4e00\u811a\u8e22\u4e0b\u8239\u3002<\/p>\n\n\n\n<p>\u4ed6\u5f3a\u8c03\uff1a<strong>\u73b0\u6709\u6280\u672f\u4e0a\u8fd8\u6709\u5927\u91cf\u91cd\u8981\u5de5\u4f5c<\/strong>\uff0c\u672a\u6765\u51e0\u5e74\u4e5f\u4f1a\u7ee7\u7eed\u521b\u9020\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u53ea\u662f\u4ee5\u73b0\u5728\u884c\u4e1a\u7684\u4eba\u624d\u4e0e\u8d44\u6e90\u5bc6\u5ea6\uff0c\u6211\u4eec<strong>\u5b8c\u5168\u300c\u4e70\u5f97\u8d77\u300d\u66f4\u591a\u7684\u63a2\u7d22<\/strong>\u3002<\/p>\n\n\n\n<p><strong>Transformer\u7684\u5f3a\u5927\uff0c\u6b63\u5728\u963b\u6321\u6211\u4eec\u5bfb\u627e\u300c\u66f4\u597d\u300d\u7684\u51b2\u52a8<\/strong>\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u73b0\u6709\u6280\u672f\u5dee\u4e00\u70b9\uff0c\u5927\u5bb6\u53cd\u800c\u66f4\u4f1a\u5230\u5904\u627e\u4e0b\u4e00\u4e2a\u60ca\u559c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u628a\u300c\u519b\u5907\u7ade\u8d5b\u300d\u6539\u6210\u300c\u5f00\u7bb1\u5206\u4eab\u300d<\/strong><\/h3>\n\n\n\n<p>\u6536\u5c3e\u65f6\uff0cJones\u628a\u59ff\u6001\u653e\u5f97\u5f88\u5f00\uff1a\u8fd9\u4e0d\u662f\u300c\u4f60\u6b7b\u6211\u6d3b\u300d\u7684\u7ade\u6280\u573a\uff0c<strong>\u662f\u96c6\u4f53\u89e3\u8c1c<\/strong>\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u5927\u5bb6\u80fd\u4e00\u8d77\u628a\u63a2\u7d22\u65cb\u94ae\u62e7\u5927\u4e00\u70b9\uff0c<strong>\u628a\u6709\u610f\u601d\u7684\u53d1\u73b0\u516c\u5f00\u5206\u4eab<\/strong>\uff0c\u90a3\u6761\u901a\u5f80\u4e0b\u4e00\u6b21\u300cTransformer\u7ea7\u300d\u7a81\u7834\u7684\u8def\uff0c<strong>\u53ef\u80fd\u8fd1\u5f97\u8d85\u4e4e\u60f3\u8c61<\/strong>\u3002<\/p>\n\n\n\n<p>AI\u638c\u6743\u8005\uff08\u662fOpenAI\u3001\u8fd8\u662f\u8c37\u6b4c\u3001\u8fd8\u662f\u5176\u4ed6\uff1f\uff09\u662f\u5426\u4f1a\u542c\u4ece\u8fd9\u4e00\u547c\u5401\u5c1a\u672a\u53ef\u77e5\u3002<\/p>\n\n\n\n<p>\u4f46Jones\u63d0\u51fa\u4e86\u4e00\u4e2a\u5c16\u9510\u7684\u63d0\u9192\uff1a\u4e0b\u4e00\u6b21\u8fbe\u5230Transformer\u7ea7\u522b\u7684\u7a81\u7834\u53ef\u80fd\u5c31\u5728\u62d0\u89d2\u5904\u3002<\/p>\n\n\n\n<p>\u6bd5\u7adf\uff0c\u4ed6\u5728Transformer\u9886\u57df\u5de5\u4f5c\u7684\u65f6\u95f4\u6bd4\u51e0\u4e4e\u6240\u6709\u4eba\u90fd\u8981\u4e45\u3002<\/p>\n\n\n\n<p>\u4ed6\u4f1a\u77e5\u9053\u4f55\u65f6\u8be5\u8f6c\u5411\u65b0\u65b9\u5411\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Transformer\u516b\u5b50<\/strong><\/h2>\n\n\n\n<p>Transformer\u53ef\u4ee5\u5960\u5b9a\u4e86\u5982\u4eca\u7684AI\u65f6\u4ee3\uff0c\u51e0\u4e4e\u6240\u6709\u57fa\u7840\u6a21\u578b\u90fd\u662f\u4ee5\u6b64\u4e3a\u5730\u57fa\u3002<\/p>\n\n\n\n<p>\u300cToken by token\uff0c\u4e00\u4e2a\u8bcd\u63a5\u4e00\u4e2a\u8bcd\u300d\u7684\u7b80\u5355\u8f93\u51fa\u6a21\u5f0f\u5728\u7b97\u529b\u7684\u52a0\u6210\u4e0b\u6210\u4e3a\u4e86\u65b0\u65f6\u4ee3\u7684AI\u9b54\u6cd5\u3002<\/p>\n\n\n\n<p>Transformer\u50ac\u751f\u4e86ChatGPT\u3001Gemini\u3001Claude\u7b49\u8bf8\u591a\u524d\u6cbf\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u8ba9\u4eba\u7c7b\u771f\u6b63\u8de8\u5165\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\u3002<\/p>\n\n\n\n<p>\u4eba\u7c7b\u548c\u751f\u6210\u5f0fAI\u7684\u547d\u8fd0\u4ece2017\u5e746\u670812\u65e5\u5468\u4e00\u4e0b\u534817\u70b957\u5206\u5f00\u59cb\u4ea4\u6c47\u3002<\/p>\n\n\n\n<p>Transformer\u7684\u5f71\u54cd\u4f9d\u7136\u8fd8\u5728\u7ee7\u7eed\uff01<\/p>\n\n\n\n<p>\u5230\u4eca\u5929\u4e3a\u6b62\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u88ab\u5f15\u6b21\u6570\u5df2\u7ecf\u5230\u4e8618\u4e07+\u6b21\uff01<\/p>\n\n\n\n<p>\u8ba9\u4eba\u4e0d\u7981\u597d\u5947\uff0c\u9664\u4e86Jones\u5916\uff0c\u5176\u4ed6\u51e0\u4f4d\u4f5c\u8005\u90fd\u8eab\u5728\u4f55\u5904\uff1f<\/p>\n\n\n\n<p>\u66fe\u7ecf\u8054\u624b\u6253\u9020\u51fa\u8c37\u6b4c\u6700\u5f3aTransformer\u7684\u300c\u4eb2\u7239\u4eec\u300d\u5982\u4eca\u4e5f\u5df2\u5206\u9053\u626c\u9573\u3002<\/p>\n\n\n\n<p><strong>\u00b7 Ashish Vaswani<\/strong><\/p>\n\n\n\n<p>Essential AI\u8054\u5408\u521b\u59cb\u4eba&amp;CEO<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_ac57ae1b935d4c5f8200287ae46ceacc@5091053_oswg1308012oswg1080oswg799_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u79f0\u5e0c\u671b\u628aEssentialAI\u505a\u6210\u201c\u897f\u65b9\u7684DeepSeek\u201d\uff082025-06-17\u91c7\u8bbf\uff09\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Noam Shazeer<\/strong><\/p>\n\n\n\n<p>\u5df2\u56de\u5f52Google\uff1bGemini\u6280\u672f\u5171\u540c\u8d1f\u8d23\u4eba<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_4bf8994e560942549de4bc9d9399ea2b@5091053_oswg827832oswg1080oswg674_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u00b7&nbsp;Niki Parmar<\/strong><\/p>\n\n\n\n<p>Anthropic\u6280\u672f\u4eba\u5458\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_27c2ca3ded3946fd9b574061243ecb87@5091053_oswg1149053oswg1080oswg1273_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6b64\u524d\u4e0eVaswani\u5171\u540c\u521b\u529eEssentialAI\uff0c\u65e9\u671f\u4e3aAdept\u8054\u5408\u521b\u59cb\u4eba<\/p>\n\n\n\n<p><strong>2024\u5e74\u5e95\/2025\u5e74\u521d\u5df2\u52a0\u5165Anthropic\u3002<\/strong><\/p>\n\n\n\n<p>EssentialAI\u7684\u8054\u5408\u521b\u59cb\u4eba\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Jakob Uszkoreit<\/strong><\/p>\n\n\n\n<p>Inceptive Nucleics\u8054\u5408\u521b\u59cb\u4eba&amp;CEO<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_41fa15605708476b915fb9b06ac5f273@5091053_oswg880566oswg1080oswg707_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>2025\u5e74\u767b\u53f0<strong>TED&nbsp;AI&nbsp;SanFrancisco<\/strong>\u5206\u4eab\u300cAI\u5982\u4f55\u7ed5\u5f00\u4f20\u7edf\u79d1\u5b66\u300d\u7684\u65b0\u601d\u8def\uff1b\u6301\u7eed\u63a8\u8fdb\u300c\u751f\u7269\u8f6f\u4ef6\u300d\u65b9\u5411\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Llion Jones<\/strong><\/p>\n\n\n\n<p>SakanaAI\u8054\u5408\u521b\u59cb\u4eba&amp;CTO<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_5b4abeb006ef427ab009db069867b7b0@5091053_oswg606821oswg778oswg890_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5916\u5a92\u79f0<strong>SakanaAI\u6b63\u6d3d\u8c08\u65b0\u4e00\u8f6e\u878d\u8d44<\/strong>\uff0c\u76ee\u6807\u4f30\u503c\u7ea6<strong>25\u4ebf\u7f8e\u5143<\/strong>\u3002<\/p>\n\n\n\n<p>\u91c7\u8bbf\u4e2d\u76f4\u8a00\u300c<strong>\u5df2\u7ecf\u53d7\u591f\u4e86Transformer\u300d<\/strong>\uff0c\u8f6c\u800c\u4e3b\u6253\u300c\u6f14\u5316\u5f0f\u6a21\u578b\u5408\u5e76\u300d\u7b49\u65b0\u67b6\u6784\u8def\u7ebf\u3002<\/p>\n\n\n\n<p>\u5a92\u4f53\u91c7\u8bbf\u4ecb\u7ecd\u5176\u5728\u4e1c\u4eac\u63a8\u8fdb\u201c\u81ea\u7136\u542f\u53d1\u201d\u7684\u96c6\u4f53\u667a\u80fd\u8def\u7ebf\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Aidan N.Gomez<\/strong><\/p>\n\n\n\n<p>Cohere\u8054\u5408\u521b\u59cb\u4eba&amp;CEO<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_58792b1c27aa402fa3368c6bf6d43060@5091053_oswg499055oswg1080oswg721_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8868\u793a<strong>Cohere\u8ba1\u5212\u5f88\u5feb\u542f\u52a8IPO<\/strong>\uff082025-10-21\u591a\u5bb6\u5a92\u4f53\u73b0\u573a\u91c7\u8bbf\uff09\u3002<\/p>\n\n\n\n<p>\u516c\u53f8<strong>\u4f30\u503c\u5347\u81f3\u7ea670\u4ebf\u7f8e\u5143<\/strong>\u3002<\/p>\n\n\n\n<p>\u7ecf\u8425\u6570\u636e\uff1a<strong>\u5e74\u5316\u6536\u5165\u8fbe1\u4ebf\u7f8e\u5143<\/strong>\u3001\u53d1\u529b\u4f01\u4e1a\u79c1\u6709\u90e8\u7f72\u4e0e\u4ee3\u7406\u5e73\u53f0North\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Lukasz Kaiser<\/strong><\/p>\n\n\n\n<p>OpenAI\u7814\u7a76\u5458<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_95537546b0fc4a5a8bb11260aa489cac@5091053_oswg286438oswg1036oswg514_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>2025\u5e7410\u6708\u5728<strong>OpenAI Forum<\/strong>\u53d1\u8868\u300c\u4eceTransformer\u5230Reasoners\u300d\u7684\u4e3b\u9898\u6f14\u8bb2\u3002<\/p>\n\n\n\n<p><strong>\u00b7&nbsp;Illia Polosukhin<\/strong><\/p>\n\n\n\n<p>NEAR Protocol\u8054\u5408\u521b\u59cb\u4eba<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20251027\/v2_2e288ad327834e7bb7fe3b274aa1310b@5091053_oswg793998oswg1080oswg800_img_000?x-oss-process=image\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e3b\u5f20User-OwnedAI\uff0c\u63a8\u8fdb\u300c\u7528\u6237\u6240\u6709\u7684AI\u300d\u4e0e\u9690\u79c1\u4fdd\u62a4AI-\u539f\u751f\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p>\u5728<strong>NVIDIA GTC 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