{"id":774776,"date":"2026-05-07T13:35:36","date_gmt":"2026-05-07T05:35:36","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=774776"},"modified":"2026-05-07T13:35:36","modified_gmt":"2026-05-07T05:35:36","slug":"%e7%ba%a2%e6%9d%89ai%e5%b3%b0%e4%bc%9a%ef%bc%8c%e9%a1%b6%e7%ba%a7%e5%88%9b%e5%a7%8b%e4%ba%ba%e5%85%b1%e8%af%86%e6%b5%ae%e7%8e%b0%ef%bc%9a%e7%90%86%e8%a7%a3%e5%8a%9b%e3%80%81%e5%ae%a1%e7%be%8e%e5%93%81","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=774776","title":{"rendered":"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/C7792FB56CCEF99672462E2AEC41ED9B53EA673C_size689_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"text-align: center;\" alt=\"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3\" \/><\/p>\n<p>\u4f5c\u8005\uff5c\u6797\u6613<\/p>\n<p>\u7f16\u8f91\uff5c\u91cd\u70b9\u541b<\/p>\n<p>\u8fd1\u65e5\uff0c\u7ea2\u6749\u8d44\u672c2026 AI\u5cf0\u4f1a\u5728<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a1%85%e8%b0%b7\" title=\"View all posts in \u7845\u8c37\" target=\"_blank\" class=\"tag_link\">\u7845\u8c37<\/a>\u4f4e\u8c03\u53ec\u5f00\u3002\u5168\u7403\u9876\u5c16\u5927\u5382\u6838\u5fc3\u9aa8\u5e72\u3001\u7845\u8c37\u98ce\u6295\u98ce\u5411\u6807\u4e0e\u9876\u5c16\u79d1\u5b66\u5bb6\u9f50\u805a\u4e00\u5802\uff0c\u6df1\u5ea6\u63a2\u8ba8\u4e86AI\u7684\u6700\u524d\u6cbf\u52a8\u5411\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\u7684\u4e24\u4e09\u5e74\u91cc\uff0c\u6574\u4e2a\u7845\u8c37\u7edd\u5927\u90e8\u5206\u7684\u7cbe\u529b\u90fd\u5728\u5e72\u4e00\u4ef6\u4e8b\uff1a\u5377\u5927\u6a21\u578b\u53c2\u6570\uff0c\u62fc\u8dd1\u5206\u57fa\u51c6\u3002\u4f46\u5230\u4e862026\u5e74\uff0c\u8fd9\u5957\u903b\u8f91\u5f7b\u5e95\u7ffb\u7bc7\u4e86\u3002<\/p>\n<p>\u73b0\u5982\u4eca\uff0cAI\u5e26\u6765\u7684\u6700\u5927\u9707\u64bc\uff0c\u4e0d\u518d\u6765\u6e90\u4e8e\u67d0\u4e2a\u65b0\u6a21\u578b\u7684\u53d1\u5e03\uff0c\u800c\u662f\u5e95\u5c42\u6280\u672f\u7ea2\u5229\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\uff0c\u5411\u4eba\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u4e0e\u771f\u5b9e\u5de5\u4f5c\u75af\u72c2\u6ea2\u51fa\u3002<\/p>\n<p>Andrej Karpathy\u4e0e\u5404\u5927\u5382\u6838\u5fc3\u8d1f\u8d23\u4eba\u5728\u73b0\u573a\u8fbe\u6210\u4e86\u4e00\u4e2a\u6838\u5fc3\u5171\u8bc6\uff1a\u5927\u6a21\u578b\u6b63\u5728\u8d8a\u8fc7\u8f6f\u4ef6\u5c42\u9762\uff0c\u75af\u72c2\u62a2\u593a\u7269\u7406\u4e16\u754c\u7684\u6267\u884c\u6743\u3002<\/p>\n<p>\u5728\u8fd9\u573a\u5927\u6d17\u724c\u4e2d\uff0c\u5e02\u573a\u6b63\u5728\u53d1\u751f\u4e09\u5927\u7ef4\u5ea6\u7684\u5267\u53d8\uff1a<\/p>\n<p>1. Coding\u88ab\u57fa\u672c\u89e3\u51b3\uff1a\u4ee3\u7801\u8fb9\u9645\u6210\u672c\u8d8b\u5411\u4e8e\u96f6\uff0cAI\u751f\u6210\u4ee3\u7801\u4ece\u8f85\u52a9\u8865\u5168\u8f6c\u5411\u81ea\u52a8\u5316\u5168\u76d8\u63a5\u7ba1\u3002<\/p>\n<p>2. AI\u5f00\u59cb\u63a2\u7d22\u7269\u7406\u89c4\u5f8b\uff1aAI\u4e0d\u518d\u5c40\u9650\u4e8e\u5c4f\u5e55\u5185\u7684\u6587\u672c\u4e0e\u50cf\u7d20\uff0c\u5177\u8eab\u667a\u80fd\u5f00\u59cb\u5b66\u4f1a\u7269\u7406\u903b\u8f91\uff0c\u4ee5\u4e16\u754c\u6a21\u578b\u4e3a\u5e95\u5ea7\u7684\u673a\u5668\u4eba\u548c\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u8fce\u6765\u4e86\u7834\u5c40\u70b9\u3002<\/p>\n<p>3. \u7b97\u529b\u5df2\u88ab\u5927\u5382\u5784\u65ad\uff1a\u5927\u5382\u53ef\u4ee5\u5229\u7528\u7b97\u529b\u89c4\u6a21\u4e0d\u65ad\u5957\u5229\uff0c\u5e76\u7528\u672a\u53d1\u5e03\u7684\u6700\u65b0\u6a21\u578b\u9a71\u52a8\u65b0\u4e00\u8f6e<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\u3002<\/p>\n<p>\u968f\u7740\u5e02\u573a\u7684\u6539\u53d8\uff0c\u65e7\u6709\u7684\u5546\u4e1a\u6a21\u5f0f\u4e0e\u7ec4\u7ec7\u5f62\u6001\u4e5f\u6b63\u5728\u88ab\u91cd\u6784\u3002<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u8005\u9700\u8981\u628a\u63e1\u670d\u52a1\u5373\u8f6f\u4ef6\u7684\u65b0\u5546\u4e1a\u6a21\u5f0f\uff0c\u5728\u5de8\u5934\u5784\u65ad\u8fc8\u5411\u4e00\u4eba\u72ec\u89d2\u517d\u65f6\u4ee3\u3002\u540c\u65f6\uff0c\u5f53\u6267\u884c\u5de5\u4f5c\u88ab\u673a\u5668\u4ee5\u6781\u4f4e\u6210\u672c\u4ee3\u52b3\u65f6\uff0c\u4eba\u7c7b\u771f\u6b63\u7684\u6838\u5fc3\u62a4\u57ce\u6cb3\u4e5f\u66f4\u52a0\u6e05\u6670\uff0c\u4e0d\u53ef\u5916\u5305\u7684\u7406\u89e3\u529b\u3001\u9876\u7ea7\u7684\u5ba1\u7f8e\u54c1\u4f4d\u4ee5\u53ca\u771f\u5b9e\u7684\u4eba\u9645\u8fde\u63a5\uff0c\u5c06\u6210\u4e3aAI\u65f6\u4ee3\u6700\u7a00\u7f3a\u3001\u6700\u4e0d\u53ef\u66ff\u4ee3\u7684\u7279\u8d28\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/4444DEF3C061DEF185516B2F52437BB3E47C0DD2_size436_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3\"  \/><\/p>\n<p><strong>Coding\u88ab\u57fa\u672c\u89e3\u51b3<\/strong><\/p>\n<p><strong>\u4ee3\u7801<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%80%9a%e8%83%80\" title=\"View all posts in \u901a\u80c0\" target=\"_blank\" class=\"tag_link\">\u901a\u80c0<\/a>\u65f6\u4ee3\uff1a\u522b\u81ea\u5df1\u5199\u4ee3\u7801\u4e86\uff0c\u53bb\u5f53<\/strong><strong>\u8c03\u5ea6AI\u7684<\/strong><strong>\u5305\u5de5\u5934<\/strong><\/p>\n<p>\u5982\u4eca\uff0cAI\u8f85\u52a9\u7f16\u7a0b\u5df2\u7ecf\u8d8a\u8fc7\u4e86\u4f60\u5199\u4e00\u534a\u5b83\u8865\u4e00\u534a\u7684\u65e7\u65f6\u4ee3\uff0c\u667a\u80fd\u4f53\u73b0\u5728\u80fd\u76f4\u63a5\u63a5\u7ba1\u4e00\u6574\u4e2a\u5f00\u53d1\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u5728\u5cf0\u4f1a\u4e0a\uff0cClaude Code\u4e4b\u7236Boris Cherny \u8868\u793a\uff0c\u4ed6\u57282026\u5e74\u81f3\u4eca\u6ca1\u6709\u4eb2\u624b\u5199\u8fc7\u4e00\u884c\u4ee3\u7801\u3002\u4ed6\u6240\u8d1f\u8d23\u7684\u4ee3\u7801\u5e93\u4e2d\uff0c100%\u7684\u4ee3\u7801\u7531\u6a21\u578b\u751f\u6210\u3002\u5728\u4ea7\u80fd\u7684\u6781\u503c\u6d4b\u8bd5\u4e2d\uff0c\u4ed6\u66fe\u521b\u4e0b\u4e00\u4e2a\u4eba\u4e00\u5929\u5185\u5408\u5e76150\u4e2a\u4ee3\u7801\u5408\u5e76\u8bf7\u6c42\u7684\u7eaa\u5f55\u3002<\/p>\n<p>\u8fd9\u79cd\u6548\u7387\u7684\u8dc3\u5347\u6765\u6e90\u4e8e\u5de5\u4f5c\u65b9\u5f0f\u7684\u5f7b\u5e95\u98a0\u8986\uff0cCherny\u8be6\u7ec6\u62c6\u89e3\u4e86\u4ed6\u76ee\u524d\u7684\u5f00\u53d1\u6d41\uff1a<\/p>\n<p>\u4ed6\u7684\u5927\u90e8\u5206\u5de5\u4f5c\u662f\u5728\u624b\u673a\u4e0a\u5b8c\u6210\u7684\uff0cClaude\u540e\u53f0\u5e38\u9a7b\u7740\u6570\u767e\u4e2a\u5e76\u884c\u8fd0\u884c\u7684Agent\uff0c\u5e76\u5927\u91cf\u4f7f\u7528\u5faa\u73af\uff08Loops\uff09\u673a\u5236\uff0c\u901a\u8fc7\u8bbe\u5b9a\u5b9a\u65f6\u4efb\u52a1\uff08Cron\uff09\uff0c\u6765\u8c03\u5ea6\u4e00\u4e2a\u53ef\u91cd\u590d\u8fd0\u884c\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u8fd9\u4e9b\u6570\u5b57\u52b3\u5de5\u4e0d\u4ec5\u80fd\u7f16\u5199\u529f\u80fd\u4ee3\u7801\uff0c\u8fd8\u5728\u540e\u53f0\u81ea\u52a8\u4fee\u590dCI\u7684\u62a5\u9519\u3001\u81ea\u52a8\u5904\u7406\u5206\u652f\u7684\u4ee3\u7801\u51b2\u7a81\uff0c\u751a\u81f3\u6bcf30\u5206\u949f\u6293\u53d6Twitter\u4e0a\u7684\u7528\u6237\u53cd\u9988\u8fdb\u884c\u805a\u7c7b\u5206\u6790\u3002<\/p>\n<p>Cherny\u5c06\u8fd9\u79cd\u5de5\u4f5c\u6a21\u5f0f\u6bd4\u4f5c1400\u5e74\u4ee3<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%ac%a7%e6%b4%b2\" title=\"View all posts in \u6b27\u6d32\" target=\"_blank\" class=\"tag_link\">\u6b27\u6d32<\/a>\u5370\u5237\u672f\u7684\u8bde\u751f\uff1a\u8fc7\u53bb\uff0c\u8f6f\u4ef6\u5f00\u53d1\u5c31\u50cf\u4e2d\u4e16\u7eaa\u53ea\u6709\u5c11\u6570\u4eba\u638c\u63e1\u7684\u8bfb\u5199\u7279\u6743\uff0c\u800c\u73b0\u5728\uff0c\u4ee3\u7801\u751f\u6210\u7684\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u3002\u5728\u8fd9\u4e2a\u8303\u5f0f\u4e0b\uff0c\u4f20\u7edf\u7a0b\u5e8f\u5458\u624b\u5199\u4ee3\u7801\u7684\u6838\u5fc3\u8eab\u4efd\u88ab\u89e3\u6784\u4e86\u3002\u672a\u6765\u7684\u5de5\u7a0b\u5e08\u4e0d\u518d\u662f\u780c\u7816\u7684\u5de5\u4eba\uff0c\u800c\u662f\u6210\u4e3a\u4e86\u8c03\u5ea6\u6570\u5b57\u52b3\u5de5\u7cfb\u7edf\u7684\u5305\u5de5\u5934\u3002<\/p>\n<p>\u5728Anthropic\u5185\u90e8\uff0c\u5de5\u7a0b\u7ecf\u7406\u3001\u4ea7\u54c1\u7ecf\u7406\u3001\u8bbe\u8ba1\u5e08\u751a\u81f3\u8d22\u52a1\u4eba\u5458\uff0c\u90fd\u5728\u901a\u8fc7\u6307\u6325\u667a\u80fd\u4f53\u76f4\u63a5\u4ea7\u51fa\u4ee3\u7801\u3002\u800c\u5f53\u5199\u4ee3\u7801\u4e0d\u518d\u662f\u95e8\u69db\uff0c\u8de8\u5b66\u79d1\u7684\u4eba\u624d\u4fbf\u53ef\u4ee5\u76f4\u63a5\u8d8a\u8fc7\u6280\u672f\u9e3f\u6c9f\uff0c\u638c\u63a7\u4e1a\u52a1\u5c42\u9762\u6700\u9ad8\u7684\u4ea7\u54c1\u5b9a\u4e49\u6743\u3002<\/p>\n<p><strong>\u4e2d\u95f4\u5c42\u6b63\u5728\u6d88\u5931\uff1aSoftware 3.0\u7684\u964d\u7ef4\u6253\u51fb<\/strong><\/p>\n<p>\u65e2\u7136\u5199\u4ee3\u7801\u7684\u95e8\u69db\u6ca1\u4e86\uff0c\u90a3\u4e48\u8f6f\u4ef6\u672c\u8eab\u7684\u5f62\u6001\u4e5f\u8981\u88ab\u91cd\u65b0\u5b9a\u4e49\u3002Andrej Karpathy\u5728\u5cf0\u4f1a\u4e0a\u63d0\u51fa\u4e86Software 3.0\u7406\u5ff5\uff0c\u6307\u51fa\u5927\u6a21\u578b\u6b63\u5728\u4ee5\u7aef\u5230\u7aef\u7684\u65b9\u5f0f\uff0c\u5403\u6389\u8fc7\u53bb20\u5e74\u79d1\u6280\u754c\u79ef\u7d2f\u7684\u8f6f\u4ef6\u4e2d\u95f4\u5c42\u3002<\/p>\n<p>Karpathy\u7528\u4e00\u4e2a\u751f\u52a8\u7684\u4e2a\u4eba\u9879\u76ee\u201c\u83dc\u5355\u751f\u6210\u5668\u201d\u89e3\u91ca\u4e86\u8fd9\u79cd\u5e95\u5c42\u67b6\u6784\u7684\u574d\u584c\u3002\u5982\u679c\u7528\u4f20\u7edf\u7684\u5f00\u53d1\u6a21\u5f0f\uff0c\u505a\u4e00\u4e2a\u8bc6\u522b\u5916\u8bed\u83dc\u5355\u5e76\u751f\u6210\u83dc\u54c1\u56fe\u7247\u7684App\uff0c\u4f60\u9700\u8981\u8d70\u4e00\u5957\u6781\u5ea6\u5197\u957f\u7684\u6d41\u7a0b\uff1a\u642d\u5efaVercel\u90e8\u7f72\u73af\u5883\u3001\u6784\u5efa\u524d\u7aefUI\u3001\u63a5\u5165OCR\u5b57\u7b26\u8bc6\u522b\u63a5\u53e3\u3001\u7f16\u5199\u4e2d\u95f4\u5c42\u4e1a\u52a1\u903b\u8f91\u3001\u8c03\u7528\u56fe\u50cf\u751f\u6210API\u3001\u5b58\u5165\u6570\u636e\u5e93\u3001\u6700\u540e\u8fd4\u56de\u524d\u7aef\u6e32\u67d3\u3002<\/p>\n<p>\u4f46\u5728Software 3.0\u65f6\u4ee3\uff0cKarpathy\u53d1\u73b0\uff0c\u8fd9\u4e2aApp\u6839\u672c\u5c31\u4e0d\u8be5\u5b58\u5728\u3002\u4ed6\u53ea\u9700\u8981\u628a\u83dc\u5355\u7167\u7247\u76f4\u63a5\u6254\u7ed9\u6700\u65b0\u7248\u7684\u5927\u6a21\u578b\uff0c\u9644\u5e26\u4e00\u53e5\u6307\u4ee4\u8c03\u7528\u5de5\u5177\uff0c\u5927\u6a21\u578b\u5c31\u80fd\u76f4\u63a5\u5728\u539f\u56fe\u57fa\u7840\u4e0a\uff0c\u628a\u5916\u8bed\u7ffb\u8bd1\u597d\u5e76\u6e32\u67d3\u51fa\u5b9e\u7269\u56fe\u3002<\/p>\n<p><strong>\u6574\u4e2a\u8fc7\u7a0b\u91cc\uff1a\u6ca1\u6709\u524d\u7aef\u3001\u6ca1\u6709\u540e\u7aef\u63a5\u53e3\u3001\u6ca1\u6709\u6570\u636e\u5e93\uff0c\u4e5f\u6ca1\u6709\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/strong><\/p>\n<p>\u8fc7\u53bb\u4e8c\u5341\u5e74\uff0c\u7845\u8c37\u5efa\u7acb\u4e86\u4e00\u6574\u5957\u56f4\u7ed5API\u3001\u72b6\u6001\u7ba1\u7406\u548cUI\u6846\u67b6\u7684\u5e9e\u5927\u751f\u6001\u3002\u8fd9\u4e9b\u4e2d\u95f4\u5c42\u7684\u5b58\u5728\uff0c\u4ec5\u4ec5\u662f\u4e3a\u4e86\u8ba9\u4eba\u7c7b\u5f00\u53d1\u8005\u80fd\u5206\u5de5\u7406\u89e3\u590d\u6742\u4fe1\u606f\u3002\u4f46\u5927\u6a21\u578b\u4e0d\u9700\u8981\u8fd9\u4e9b\u4eba\u7c7b\u53ef\u8bfb\u5206\u6563\u4fe1\u606f\uff0c\u5b83\u76f4\u63a5\u6d88\u5316\u5e9e\u5927\u7684\u4e0a\u4e0b\u6587\u5e76\u8f93\u51fa\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u5927\u91cf\u4ec5\u4ec5\u662f\u5728\u62fc\u51d1\u5de5\u4f5c\u6d41\u3001\u7f1d\u5408API\u7684\u4f20\u7edf\u8f6f\u4ef6\u516c\u53f8\uff0c\u4ed6\u4eec\u7684\u6280\u672f\u62a4\u57ce\u6cb3\u6b63\u9762\u4e34\u88ab\u5927\u6a21\u578b\u7aef\u5230\u7aef\u76f4\u63a5\u62b9\u5e73\u7684\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n<p><strong>\u4e0d\u80fd\u53ea\u4f9d\u8d56Vibe Coding<\/strong><strong>\uff0c<\/strong><strong>\u4e13\u4e1a\u56e2\u961f\u9700\u8981\u8f6c\u5411<\/strong><strong>\u667a\u80fd\u4f53\u5de5\u7a0b<\/strong><\/p>\n<p>\u5c3d\u7ba1\u4ee3\u7801\u751f\u6210\u7684\u4e0b\u9650\u88ab\u65e0\u9650\u62c9\u9ad8\uff0cKarpathy\u4ecd\u53d1\u51fa\u8b66\u793a\uff1a\u5728\u771f\u6b63\u7684\u5546\u4e1a\u8fd0\u8f6c\u4e2d\uff0c\u5b8c\u5168\u9760\u968f\u610f\u7684Vibe Coding\u662f\u884c\u4e0d\u901a\u7684\u3002\u4e13\u4e1a\u7684\u5f00\u53d1\u56e2\u961f\u5fc5\u987b\u8f6c\u5411\u667a\u80fd\u4f53\u5de5\u7a0b\uff08Agentic Engineering\uff09\u6765\u4fdd\u8bc1\u4ea7\u54c1\u8d28\u91cf\u548c\u5b89\u5168\u7684\u4e0a\u9650\u3002<\/p>\n<p>Karpathy\u6307\u51fa\uff0c\u5927\u6a21\u578b\u76ee\u524d\u6700\u5371\u9669\u7684\u7279\u8d28\u662f\u53c2\u5dee\u4e0d\u9f50\u7684\u667a\u80fd\u3002AI\u80fd\u5728\u51e0\u5206\u949f\u5185\u91cd\u6784\u5341\u4e07\u884c\u7684\u4f01\u4e1a\u7ea7\u4ee3\u7801\uff0c\u7cbe\u51c6\u627e\u51fa\u5176\u4e2d\u6f5c\u4f0f\u7684\u5b89\u5168\u6f0f\u6d1e\u3002\u4f46\u5982\u679c\u4f60\u95ee\u5b83\u201c\u53bb50\u7c73\u5916\u7684\u6d17\u8f66\u5e97\u662f\u8be5\u5f00\u8f66\u8fd8\u662f\u8d70\u8def\u201d\uff0c\u5b83\u53ef\u80fd\u4f1a\u57fa\u4e8e\u5b57\u9762\u903b\u8f91\u4e00\u672c\u6b63\u7ecf\u5730\u56de\u7b54\uff1a\u201c\u8ddd\u79bb\u5f88\u8fd1\uff0c\u5efa\u8bae\u8d70\u8def\u53bb\u6d17\u8f66\u3002\u201d<\/p>\n<p>\u5927\u6a21\u578b\u5728\u62e5\u6709\u660e\u786e\u89c4\u5219\u7684\u9886\u57df\uff08\u5982\u4ee3\u7801\u8bed\u6cd5\u3001\u6570\u5b66\u8ba1\u7b97\uff09\u50cf\u4e2a\u795e\u901a\uff0c\u4f46\u5728\u7f3a\u4e4f\u6570\u636e\u8986\u76d6\u7684\u65e5\u5e38\u7269\u7406\u5e38\u8bc6\u4e0a\u5374\u53c8\u50cf\u4e2a\u5de8\u5a74\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u4e13\u4e1a\u5de5\u7a0b\u5e08\u7edd\u5bf9\u4e0d\u80fd\u5b8c\u5168\u653e\u6743\uff0c\u800c\u662f\u8981\u628a\u667a\u80fd\u4f53\u5f53\u6210\u4e00\u4e2a\u4e0d\u77e5\u75b2\u5026\u3001\u8bb0\u5fc6\u529b\u8d85\u7fa4\u4f46\u5076\u5c14\u4f1a\u72af\u8822\u7684\u8d85\u7ea7\u5b9e\u4e60\u751f\u3002\u4eba\u7c7b\u5de5\u7a0b\u5e08\u7684\u804c\u8d23\uff0c\u5fc5\u987b\u6b7b\u6b7b\u628a\u63a7\u4f4f\u4e09\u6761\u5e95\u7ebf\uff1a<\/p>\n<p><strong>\u7cfb\u7edf\u7684\u603b\u4f53\u67b6\u6784\u8bbe\u8ba1\u7edd\u5bf9\u4e0d\u80fd\u4e71\u3002<\/strong><\/p>\n<p><strong>\u4ea7\u54c1\u7684\u7ec8\u6781\u5ba1\u7f8e<\/strong><strong>\u54c1\u4f4d<\/strong><strong>\u5fc5\u987b\u7531\u4eba\u6765\u5b9a\u3002<\/strong><\/p>\n<p><strong>\u7edd\u5bf9\u4e0d\u53ef\u903e\u8d8a\u7684\u5b89\u5168\u4e0e\u6743\u9650\u8fb9\u754c\u5fc5\u987b\u7531\u4eba\u6765\u9501\u6b7b\u3002<\/strong><\/p>\n<p>\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u8f7b\u6613\u751f\u6210\u4ee3\u7801\u65f6\uff0c\u4ee3\u7801\u672c\u8eab\u5c31\u4e0d\u503c\u94b1\u4e86\u3002\u771f\u6b63\u7a00\u7f3a\u7684\uff0c\u662f\u80fd\u591f\u5728\u4e00\u4e2a\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684AI\u7cfb\u7edf\u4e2d\uff0c\u80fd\u6784\u5efa\u51fa\u6781\u5177\u7a33\u5b9a\u6027\u4e0e\u5546\u4e1a\u4ef7\u503c\u8f6f\u4ef6\u7684\u7cfb\u7edf\u5305\u5de5\u5934\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/C2C295A4798BF958FA9AE186300D9197EAA4D751_size458_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3\"  \/><\/p>\n<p><strong>AI\u5f00\u59cb\u63a2\u7d22\u7269\u7406\u89c4\u5f8b<\/strong><\/p>\n<p><strong>VLA\u6a21\u578b\u843d\u5e55\uff0c\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff08WAMs\uff09\u6210\u65b0\u6807\u914d<\/strong><\/p>\n<p>\u8fc7\u53bb\u4e09\u5e74\uff0c\u673a\u5668\u4eba\u9886\u57df\u7684\u4e3b\u6d41\u8def\u7ebf\u88ab\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u6a21\u578b\uff08VLA\uff0cVisual-Language-Action\uff09\u6240\u7edf\u6cbb\u3002<\/p>\n<p>\u4f46\u5728\u5cf0\u4f1a\u4e0a\uff0cNVIDIA\u5177\u8eab\u667a\u80fd\u8d1f\u8d23\u4ebaJim Fan\u5c16\u9510\u5730\u6307\u51fa\u4e86VLA\u67b6\u6784\u7684\u81f4\u547d\u7f3a\u9677\uff1aVLA\u672c\u8d28\u4e0a\u662f\u201c\u8bed\u8a00\u504f\u79d1\u751f\u201d\uff0c\u5927\u91cf\u53c2\u6570\u88ab\u503e\u659c\u7ed9\u4e86\u8bed\u8a00\uff0c\u5bfc\u81f4\u5b83\u4eec\u6781\u5176\u64c5\u957f\u7406\u89e3\u540d\u8bcd\uff08\u77e5\u8bc6\uff09\uff0c\u5374\u5bf9\u7269\u7406\u4e16\u754c\u7684\u52a8\u8bcd\uff08\u7269\u7406\u5c5e\u6027\u4e0e\u8fd0\u52a8\u8f68\u8ff9\uff09\u4e00\u7a8d\u4e0d\u901a\u3002<\/p>\n<p>\u4e00\u4e2a\u5178\u578b\u7684\u5c34\u5c2c\u573a\u666f\u662f\uff1a\u673a\u5668\u4eba\u5728\u542c\u5230\u6307\u4ee4\u540e\uff0c\u80fd\u51c6\u786e\u8bc6\u522b\u51fa\u76ee\u6807\u7269\uff0c\u5374\u56e0\u4e3a\u4e0d\u61c2\u5f97\u7a7a\u95f4\u4e0e\u91cd\u529b\u5173\u7cfb\uff0c\u4e00\u4f38\u624b\u5c31\u628a\u7269\u54c1\u78b0\u7ffb\u4e86\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u4e00\u95ee\u9898\uff0cNVIDIA\u63a8\u51fa\u4e86\u5168\u65b0\u7684\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff08World Action Models,WAMs\uff09\u3002<\/p>\n<p>\u4ee5Dream Zero<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u6a21\u578b\u4e3a\u4f8b\uff0c\u6267\u884c\u52a8\u4f5c\u524d\uff0cDream Zero\u4f1a\u5148\u50cf\u505a\u68a6\u4e00\u6837\uff0c\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u63a8\u6f14\u672a\u6765\u51e0\u79d2\u949f\u7684\u753b\u9762\uff0c\u9884\u6d4b\u672a\u6765\u753b\u9762\u7684\u540c\u65f6\uff0c\u6a21\u578b\u4f1a\u8054\u5408\u89e3\u7801\u51fa\u4e0b\u4e00\u6b65\u7684\u7269\u7406\u52a8\u4f5c\u3002<\/p>\n<p>\u8fd9\u5c31\u597d\u6bd4\u673a\u5668\u4eba\u5728\u884c\u52a8\u524d\uff0c\u5df2\u7ecf\u5728\u8111\u6d77\u4e2d\u5b8c\u7f8e\u60f3\u8c61\u51fa\u4e86\u676f\u5b50\u88ab\u5e73\u7a33\u653e\u4e0b\u7684\u6574\u4e2a\u7269\u7406\u8fc7\u7a0b\uff0c\u800c\u8eab\u4f53\u5219\u6839\u636e\u8fd9\u4e2a\u60f3\u8c61\u540c\u6b65\u8f93\u51fa\u5bf9\u5e94\u7684\u673a\u68b0\u6307\u4ee4\u3002Jim Fan\u603b\u7ed3\u9053\uff1a\u201c\u53ea\u8981\u89c6\u9891\u9884\u6d4b\u4e0d\u7ffb\u8f66\uff0c\u52a8\u4f5c\u5c31\u4e0d\u4f1a\u7ffb\u8f66\u3002\u201d<\/p>\n<p>\u6b63\u662f\u8fd9\u79cd\u5c06\u5bf9\u672a\u6765\u7684\u89c6\u89c9\u9884\u6d4b\u4e0e\u7269\u7406\u52a8\u4f5c\u8f93\u51fa\u6df1\u5ea6\u7ed1\u5b9a\u7684\u673a\u5236\uff0c\u8ba9\u673a\u5668\u4eba\u9996\u6b21\u5c55\u73b0\u51fa\u5728\u4ece\u672a\u89c1\u8fc7\u7684\u964c\u751f\u73af\u5883\u4e2d\uff0c\u65e0\u9700\u9884\u5148\u8bad\u7ec3\u5c31\u80fd\u76f4\u63a5\u5e72\u6d3b\u7684\u80fd\u529b\u3002\u5c06\u7269\u7406\u6a21\u62df\u5668\u5185\u5d4c\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff0c\u5ba3\u544a\u4e86VLA\u65f6\u4ee3\u7684\u843d\u5e55\uff0c\u6210\u4e3a\u5177\u8eab\u667a\u80fd\u771f\u6b63\u7684\u65b0\u5e95\u5ea7\u3002<\/p>\n<p><strong>\u8dd1\u901a\u5177\u8eab\u667a\u80fd\u7684\u7f29\u653e\u5b9a\u5f8b\uff0c\u544a\u522b\u6781\u5176\u7b28\u91cd\u7684\u9065\u64cd<\/strong><\/p>\n<p>\u6a21\u578b\u67b6\u6784\u7684\u7a81\u7834\u53ea\u662f\u7b2c\u4e00\u6b65\uff0c\u673a\u5668\u4eba\u5546\u4e1a\u5316\u6700\u5927\u7684\u95e8\u69db\u662f\u6570\u636e\u9965\u6e34\u3002<\/p>\n<p>\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u722c\u53d6\u5168\u4e92\u8054\u7f51\u7684\u6587\u672c\u5b8c\u6210\u5343\u4ebf\u7ea7\u53c2\u6570\u7684\u8bad\u7ec3\uff0c\u4f46\u673a\u5668\u4eba\u6570\u636e\u7684\u83b7\u53d6\u6210\u672c\u6781\u5176\u9ad8\u6602\u3002\u4f20\u7edf\u7684\u9065\u64cd\uff08\u4eba\u7c7b\u7a7f\u6234\u8bbe\u5907\u63a7\u5236\u673a\u5668\u4eba\uff09\u4e0d\u4ec5\u7b28\u91cd\uff0c\u800c\u4e14\u53d7\u9650\u4e8e\u7269\u7406\u6781\u9650\u3002\u4e00\u53f0\u673a\u5668\u4eba\u4e00\u5929\u6700\u591a\u53ea\u80fd\u6536\u96c624\u5c0f\u65f6\u7684\u6570\u636e\uff0c\u8fd8\u8981\u642d\u4e0a\u64cd\u4f5c\u5458\u7684\u7cbe\u529b\u548c\u786c\u4ef6\u7684\u635f\u8017\u3002<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cNVIDIA\u7684Project Ego Scale\u5f00\u542f\u4e86\u4e00\u4e2a\u65b0\u7684\u6570\u636e\u5de5\u5382\u6a21\u5f0f\u3002Project Ego Scale\u76f4\u63a5\u8df3\u8fc7\u4e86\u771f\u5b9e\u7684\u673a\u5668\u4eba\u786c\u4ef6\uff0c\u5229\u7528\u8d85\u8fc72.1\u4e07\u5c0f\u65f6\u7684\u3001\u4eba\u7c7b\u7b2c\u4e00\u89c6\u89d2\u5728\u91ce\u5916\u573a\u666f\u6d3b\u52a8\u7684\u89c6\u9891\u8fdb\u884c\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u3002\u5728\u5fae\u8c03\u9636\u6bb5\uff0c\u4ec5\u4ec5\u6df7\u5165\u4e0d\u52300.1%\u7684\u9ad8\u7cbe\u5ea6\u673a\u5668\u4eba\u9065\u64cd\u4f5c\u6570\u636e\uff0c\u5c31\u80fd\u8ba9\u673a\u5668\u4eba\u638c\u63e1\u6781\u5176\u590d\u6742\u7684\u7075\u5de7\u624b\u64cd\u4f5c\uff0c\u4f8b\u5982\u6298\u53e0\u886c\u886b\u548c\u4f7f\u7528\u6ce8\u5c04\u5668\u3002<\/p>\n<p>\u8fd9\u4e00\u8def\u5f84\u7684\u6210\u529f\uff0c\u6807\u5fd7\u7740\u5177\u8eab\u667a\u80fd\u9886\u57df\u9996\u6b21\u8dd1\u901a\u4e86\u7075\u5de7\u5ea6\u7684\u795e\u7ecf\u7f29\u653e\u5b9a\u5f8b\uff08Neural Scaling Law for Dexterity\uff09\u3002\u6295\u5165\u9884\u8bad\u7ec3\u7684\u89c6\u9891\u6570\u636e\u8d8a\u591a\uff0c\u673a\u5668\u4eba\u7684\u64cd\u4f5c\u635f\u5931\u5c31\u5448\u73b0\u8d8a\u660e\u663e\u7684\u5bf9\u6570\u7ebf\u6027\u4e0b\u964d\uff0c\u673a\u5668\u4eba\u4ea7\u4e1a\u627e\u5230\u4e86\u5c5e\u4e8e\u81ea\u5df1\u7684\u6570\u636e\u98de\u8f6e\u3002<\/p>\n<p>Jim Fan\u5728\u5cf0\u4f1a\u4e0a\u9884\u6d4b\uff1a\u5728\u672a\u6765\u4e00\u4e24\u5e74\u5185\uff0c\u4f20\u7edf\u9065\u64cd\u4f5c\u7684\u6bd4\u4f8b\u5c06\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u81f3\u51e0\u4e4e\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002\u5177\u8eab\u667a\u80fd\u7684\u672a\u6765\uff0c\u5c06\u5efa\u7acb\u5728\u7531\u6d77\u91cf\u4f20\u611f\u5668\u6355\u6349\u7684\u4eba\u7c7b\u771f\u5b9e\u751f\u6d3b\u4e4b\u4e0a\u3002<\/p>\n<p><strong>\u5de5\u7a0b\u5e95\u7ebf\u51b3\u5b9a\u751f\u6b7b\uff0c\u4f01\u4e1a\u5e94\u6784\u5efa\u7ed3\u6784\u5316\u7aef\u5230\u7aef\u7684\u9632\u7ebf<\/strong><\/p>\n<p>\u6280\u672f\u4e0a\u9650\u51b3\u5b9a\u4e86\u673a\u5668\u4eba\u80fd\u505a\u4ec0\u4e48\uff0c\u4f46\u5de5\u7a0b\u5e95\u7ebf\u51b3\u5b9a\u4e86\u4f01\u4e1a\u80fd\u6d3b\u591a\u4e45\u3002<\/p>\n<p>\u5728\u81ea\u52a8\u9a7e\u9a76\u548c\u673a\u5668\u4eba\u9886\u57df\uff0c\u7eaf\u7cb9\u7684\u7aef\u5230\u7aef\u88ab\u5f88\u591a\u4eba\u795e\u5316\u4e86\u3002\u9762\u5bf9\u8fd9\u79cd\u72c2\u70ed\uff0cWaymo\u8054\u5408\u9996\u5e2d\u6267\u884c\u5b98Dmitri Dolgov\u5728\u5cf0\u4f1a\u4e0a\u6cfc\u4e86\u4e00\u76c6\u51b7\u6c34\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5982\u679c\u76ee\u6807\u662f\u6253\u9020\u4e00\u4e2a\u90e8\u7f72\u89c4\u6a21\u8fc7\u4ebf\u4e14\u5177\u5907\u8d85\u4eba\u7c7b\u5b89\u5168\u6027\u7684\u5546\u4e1a\u7cfb\u7edf\uff0c\u57fa\u7840\u7684\u7aef\u5230\u7aef\u8fdc\u8fdc\u4e0d\u591f\u3002\u56e0\u4e3a\u7eaf\u7cb9\u7684\u9ed1\u76d2\u65e0\u6cd5\u63d0\u4f9b\u6781\u7aef\u573a\u666f\u4e0b\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u66f4\u65e0\u6cd5\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u5b89\u5168\u7ea6\u675f\u3002<\/p>\n<p>Waymo\u7684\u7b56\u7565\u662f\u7ed3\u6784\u5316\u7684\u7aef\u5230\u7aef\uff08Structured End-to-End\uff09\uff0c\u5b83\u7531\u4e09\u5927\u6838\u5fc3\u652f\u67f1\u652f\u6491\uff1a<\/p>\n<p><strong>\u53f8\u673a\uff08Driver\uff09\uff1a<\/strong>\u8d1f\u8d23\u7406\u89e3\u7269\u7406\u52a8\u6001\u4e0e\u4eba\u7c7b\u793e\u4f1a\u7684\u884c\u4e3a\u903b\u8f91\uff0c\u8f93\u51fa\u884c\u9a76\u7b56\u7565\u3002<\/p>\n<p><strong>\u6a21\u62df\u5668\uff08Simulator\uff09\uff1a<\/strong>\u8d1f\u8d23\u5728\u865a\u62df\u7a7a\u95f4\u4e2d\u6784\u5efa\u65e0\u7a77\u5c3d\u7684\u5bf9\u6297\u573a\u666f\u8fdb\u884c\u538b\u529b\u6d4b\u8bd5\u3002<\/p>\n<p><strong>\u8bc4\u4f30<\/strong><strong>\u5bb6\uff08Critic\uff09<\/strong><strong>\uff1a<\/strong>\u4e0d\u53ef\u903e\u8d8a\u7684\u6700\u540e\u9632\u7ebf\uff0c\u8d1f\u8d23\u5bf9\u53f8\u673a\u7684\u6bcf\u4e00\u4e2a\u6f5c\u5728\u52a8\u4f5c\u8fdb\u884c\u4e25\u82db\u7684\u5b89\u5168\u8bc4\u4f30\u3002<\/p>\n<p>Waymo\u76ee\u524d\u6bcf\u5468\u7684\u7eaf\u65e0\u4eba\u9a7e\u9a76\u91cc\u7a0b\u5df2\u7a81\u7834400\u4e07\u82f1\u91cc\uff0c\u4e25\u91cd\u5de5\u4f24\u4e8b\u6545\u7387\u964d\u81f3\u4eba\u7c7b\u9a7e\u9a76\u5458\u7684\u5341\u4e09\u5206\u4e4b\u4e00\u3002Dolgov\u5411\u6574\u4e2aAI\u884c\u4e1a\u5f3a\u8c03\uff1a\u5728\u5173\u4e4e\u751f\u547d\u548c\u9ad8\u4ef7\u503c\u8d44\u4ea7\u7684\u573a\u666f\u4e2d\uff0c\u6c38\u8fdc\u4e0d\u8981\u5c06\u7cfb\u7edf\u63a7\u5236\u6743\u5b8c\u5168\u4ea4\u7ed9\u4e00\u4e2a\u4e0d\u53ef\u89e3\u91ca\u7684\u9ed1\u76d2\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/963FD003EA200AEADBBC3BB7CFBFE3443B23BE2E_size301_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3\"  \/><\/p>\n<p><strong>\u7b97\u529b\u5df2\u88ab\u5927\u5382\u5784\u65ad<\/strong><\/p>\n<p><strong>\u7b97\u529b\u6210\u4e86\u5927\u5382<\/strong><strong>\u7684\u5370\u949e\u673a<\/strong><\/p>\n<p>\u5728\u8c08\u53ca<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u5982\u4eca\u7684\u6838\u5fc3\u5546\u4e1a\u6a21\u5f0f\u65f6\uff0cOpenAI\u8054\u5408\u521b\u59cb\u4eba\u517c\u603b\u88c1Greg Brockman\u7ed9\u51fa\u4e86\u4e00\u4e2a\u76f4\u767d\u7684\u7b54\u6848\uff1a<\/p>\n<p>\u201c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u4e1a\u52a1\uff1a\u6211\u4eec\u8d2d\u4e70\u3001\u79df\u8d41\u3001\u5efa\u9020\u7b97\u529b\uff0c\u7136\u540e\u4ee5\u4e00\u5b9a\u7684\u5229\u6da6\u7387\u8f6c\u552e\u5b83\u3002\u5c31\u662f\u8fd9\u6837\u3002\u201d<\/p>\n<p>\u53ea\u8981\u8fd9\u4e2a\u5229\u6da6\u7387\u4e3a\u6b63\uff0cOpenAI\u5c31\u4f1a\u65e0\u9650\u671f\u5730\u6269\u5927\u89c4\u6a21\uff0c\u56e0\u4e3a\u4eba\u7c7b\u5bf9\u89e3\u51b3\u95ee\u9898\u7684\u9700\u6c42\u662f\u65e0\u9650\u7684\u3002<\/p>\n<p>\u7136\u800c\uff0c\u73b0\u5728\u7684\u4f9b\u5e94\u94fe\u65e0\u6cd5\u6ee1\u8db3\u8fd9\u6837\u65e0\u9650\u7684\u9700\u6c42\u3002Brockman\u5728\u5cf0\u4f1a\u4e0a\u900f\u9732\uff0c\u5230\u4e862026\u5e74\uff0c\u5168\u7403GPU\u7b97\u529b\u7684\u6709\u6548\u95f2\u7f6e\u83b7\u53d6\u7387\u201c\u56db\u820d\u4e94\u5165\u7b49\u4e8e\u96f6\u201d\u3002\u8fd9\u4e0d\u4ec5\u662f\u56e0\u4e3a\u53c2\u6570\u89c4\u6a21\u7684\u6269\u5f20\uff0c\u66f4\u662f\u56e0\u4e3a\u73b0\u4ee3\u6a21\u578b\u5728\u63a8\u7406\u7aef\u6d88\u8017\u7684\u7b97\u529b\u6b63\u5728\u5448\u6307\u6570\u7ea7\u66b4\u6da8\u3002<\/p>\n<p>\u5bf9\u4e8e\u57fa\u7840\u5927\u6a21\u578b\u5382\u5546\u800c\u8a00\uff0c\u7b97\u529b\u5c31\u662f\u7ef4\u6301\u5176\u7ade\u4e89\u529b\u7684\u575a\u56fa\u62a4\u57ce\u6cb3\u3002\u6839\u636e\u89c4\u6a21\u5b9a\u5f8b\uff08Scaling Law\uff09\uff0c\u5927\u5382\u4e0d\u9700\u8981\u7cbe\u5999\u7684\u6a21\u578b\u67b6\u6784\u521b\u65b0\uff0c\u4ec5\u9760\u7b97\u529b\u66b4\u529b\u6269\u5f20\uff0c\u5c31\u80fd\u8ba9\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u5c55\u73b0\u51fa\u6027\u80fd\u98d9\u5347\u3002<\/p>\n<p>\u7ea2\u6749\u6307\u51fa\uff0c\u81ea\u4ece\u5177\u5907\u590d\u6742\u63a8\u7406\u80fd\u529b\u7684\u6a21\u578b\uff08\u5982OpenAI\u7684o1\u53ca\u540e\u7eed\u8fed\u4ee3\uff09\u9762\u4e16\u540e\uff0c\u6a21\u578b\u5728\u56de\u7b54\u95ee\u9898\u65f6\u601d\u8003\u5f97\u8d8a\u4e45\u3001\u6d88\u8017\u7684\u63a8\u7406\u7b97\u529b\u8d8a\u591a\uff0c\u8f93\u51fa\u7684\u7b54\u6848\u5c31\u8d8a\u7cbe\u51c6\u3001\u8d8a\u5177\u7a81\u7834\u6027\u3002\u5f53\u8fd9\u79cd\u66b4\u529b\u8ba1\u7b97\u88ab\u8fd0\u7528\u5230\u79d1\u7814\u9886\u57df\uff0cAI\u751a\u81f3\u5df2\u7ecf\u63a8\u5bfc\u51fa\u4e86\u8ba9\u9876\u5c16\u7269\u7406\u5b66\u5bb6\u90fd\u60ca\u53f9\u7684\u5168\u65b0\u7406\u8bba\u516c\u5f0f\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0cAI\u5de8\u5934\u4eec\u8fd8\u62e5\u6709\u6700\u524d\u6cbf\u7684\u521b\u65b0\u751f\u6001\u3002Brockman\u5766\u8a00\uff0cOpenAI\u5185\u90e8\u7684\u56e2\u961f\u4e4b\u6240\u4ee5\u80fd\u4fdd\u6301\u6781\u9ad8\u7684\u521b\u65b0\u6548\u7387\uff0c\u662f\u56e0\u4e3a\u4ed6\u4eec\u4f7f\u7528\u7684\u662f\u6bd4\u5916\u754c\u80fd\u63a5\u89e6\u5230\u7684\u7248\u672c\u9886\u5148\u4e00\u5230\u4e24\u4ee3\u7684\u672a\u53d1\u5e03\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u79cd\u5de8\u5927\u7684\u6280\u672f\u65f6\u95f4\u5dee\uff0c\u8ba9\u57fa\u7840\u6a21\u578b\u5382\u5546\u5efa\u7acb\u8d77\u4e86\u7edd\u5bf9\u7684\u751f\u6001\u78be\u538b\u4f18\u52bf\u3002\u5f53\u521b\u4e1a\u8005\u8fd8\u5728\u4e3a\u4e00\u4e2a\u6a21\u578b\u7f3a\u9677\u82e6\u82e6\u5f00\u53d1\u5916\u56f4\u7684\u8865\u4e01\u65f6\uff0c\u5927\u5382\u53ef\u80fd\u5df2\u7ecf\u5927\u7248\u672c\u66f4\u65b0\u4e2d\uff0c\u4ece\u5e95\u5c42\u76f4\u63a5\u4fee\u590d\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u987a\u624b\u62b9\u5e73\u4e86\u521b\u4e1a\u8005\u8f9b\u82e6\u5efa\u7acb\u7684\u529f\u80fd\u58c1\u5792\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/C4BAA25FEA19A316169912454A4E8D36D1AD596A_size551_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u7ea2\u6749AI\u5cf0\u4f1a\uff0c\u9876\u7ea7\u521b\u59cb\u4eba\u5171\u8bc6\u6d6e\u73b0\uff1a\u7406\u89e3\u529b\u3001\u5ba1\u7f8e\u54c1\u5473\u3001\u771f\u5b9e\u4eba\u9645\u94fe\u63a5\uff0c\u624d\u662f\u6700\u7a00\u7f3a\u7684\u62a4\u57ce\u6cb3\"  \/><\/p>\n<p><strong>\u7ed9\u521b\u4e1a\u8005\u7684\u7834\u5c40\u6307\u5357<\/strong><\/p>\n<p>\u5728\u7b97\u529b\u88ab\u5de8\u5934\u5784\u65ad\uff0c\u6a21\u578b\u5927\u5382\u4ee5\u6708\u4e3a\u5355\u4f4d\u8fed\u4ee3\u6a21\u578b\u80fd\u529b\u7684\u60c5\u51b5\u4e0b\uff0c\u521b\u4e1a\u8005\u8be5\u5982\u4f55\u7a81\u56f4\uff1f\u5bf9\u6b64\uff0c\u7ea2\u6749\u7ed9\u51fa\u4e86\u4e09\u70b9\u5efa\u8bae\uff1a<\/p>\n<p>1. \u7528MAD\u6cd5\u5219\u6784\u5efa\u9006\u5411\u62a4\u57ce\u6cb3<\/p>\n<p>\u7ea2\u6749\u5408\u4f19\u4ebaPat Grady\u4e3a\u5168\u573a\u521b\u4e1a\u8005\u5212\u5b9a\u4e86\u4e00\u6761\u751f\u5b58\u7ea2\u7ebf\uff1a<strong>\u4e0d\u8981\u8bd5\u56fe\u53bb\u8865\u9f50\u5927\u6a21\u578b\u73b0\u5b58\u7684\u80fd\u529b\u77ed\u677f\uff0c\u56e0\u4e3a\u4e0b\u4e00\u4ee3\u6a21\u578b\u4f1a\u7528\u66f4\u66b4\u529b\u7684\u7b97\u529b\u5c06\u5176\u76f4\u63a5\u8986\u76d6\u3002<\/strong><\/p>\n<p>\u4ed6\u7ed9\u51fa\u4e86\u4e00\u5957\u540d\u4e3aMAD\u7684\u65b9\u6848\uff1a<\/p>\n<p><strong>M\uff08Moats<\/strong><strong>\uff1b<\/strong><strong>\u62a4\u57ce\u6cb3\uff09\uff1a<\/strong>\u653e\u5f03\u5728\u5e95\u5c42\u6280\u672f\u4e0a\u5efa\u7acb\u62a4\u57ce\u6cb3\u7684\u5e7b\u60f3\uff0c\u6df1\u6316\u5782\u76f4\u884c\u4e1a\u3002\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u662f\u9006\u5411\u4ece\u4e1a\u52a1\u51fa\u53d1\u7684\u3002\u521b\u4e1a\u8005\u9700\u8981\u6df1\u5165\u5ba2\u6237\u6700\u7e41\u6742\u7684\u4e1a\u52a1\u7ec6\u8282\u3001\u5408\u89c4\u6d41\u7a0b\u548c\u6570\u636e\u5b64\u5c9b\u3002\u8fd9\u4e9b\u4e1a\u52a1\u5185\u5bb9\u7684\u6f14\u8fdb\u901f\u5ea6\u6781\u6162\uff0c\u662f\u5927\u5382\u7684\u901a\u7528API\u65e0\u6cd5\u8f7b\u6613\u8986\u76d6\u3002<\/p>\n<p><strong>A\uff08Affordance<\/strong><strong>\uff1b<\/strong><strong>\u76f4\u89c9\u5316\u4f9b\u7ed9\uff09\uff1a<\/strong>\u5c3d\u7ba1\u76ee\u524d\u7684\u7ec8\u7aef\u63a7\u5236\u53f0\u548cAPI\u6781\u5176\u5f3a\u5927\uff0c\u4f46\u5bf9\u4f01\u4e1a\u7684\u666e\u901a\u4e1a\u52a1\u5458\u6765\u8bf4\uff0c\u8fd9\u4e9b\u754c\u9762\u5b58\u5728\u8ba4\u77e5\u95e8\u69db\u3002\u521b\u4e1a\u8005\u7684\u6838\u5fc3\u4efb\u52a1\u5728\u4e8e\uff0c\u5c06\u590d\u6742\u7684\u667a\u80fd\u4f53\u4efb\u52a1\u6d41\uff0c\u5c01\u88c5\u6210\u65e0\u9700\u89e3\u91ca\u3001\u4e00\u770b\u5c31\u61c2\u7684\u50bb\u74dc\u5f0f\u64cd\u4f5c\u754c\u9762\u3002\u7528\u6237\u4e0d\u9700\u8981\u7406\u89e3\u540e\u53f0\u6709\u591a\u5c11\u4e2aAgent\u5728\u534f\u4f5c\uff0c\u4ed6\u4eec\u53ea\u9700\u8981\u770b\u5230\u4e00\u4e2a\u80fd\u8dd1\u5b8c\u5b8c\u6574\u6d41\u7a0b\u4e14\u7ed3\u679c\u53ef\u5f52\u56e0\u7684\u4ea4\u4ed8\u6210\u679c\u3002<\/p>\n<p><strong>D\uff08Diffusion<\/strong><strong>\uff1b<\/strong><strong>\u6269\u6563\u7ea2\u5229\uff09\uff1a<\/strong>\u521b\u4e1a\u8005\u8981\u5b66\u4f1a\u5728\u6280\u672f\u843d\u5dee\u4e2d\u5957\u5229\u3002\u57fa\u7840\u6a21\u578b\u53d8\u5f3a\u7684\u901f\u5ea6\uff0c\u8fdc\u5feb\u4e8e\u4f20\u7edf\u4f01\u4e1a\u5438\u6536\u8fd9\u4e9b\u80fd\u529b\u7684\u901f\u5ea6\u3002\u8fd9\u4e2a\u5de8\u5927\u7684\u6269\u6563\u7f3a\u53e3\u5c31\u662f\u521d\u521b\u516c\u53f8\u7684\u5de8\u5927\u5957\u5229\u7a7a\u95f4\u3002<\/p>\n<p>2. <strong>\u63a2\u7d22\u670d\u52a1\u5373\u8f6f\u4ef6\u7684\u65b0<\/strong><strong>\u5546\u4e1a\u6a21\u5f0f<\/strong><\/p>\n<p>\u5982\u679c\u8bf4\u4e0a\u4e00\u4ee3\u4e91\u8ba1\u7b97\u6d6a\u6f6e\u7684\u6210\u529f\u4e4b\u5904\uff0c\u662f\u5c06\u5168\u7403\u8f6f\u4ef6\u5e02\u573a\u7684\u76d8\u5b50\u505a\u5230\u4e866500\u4ebf\u7f8e\u5143\uff0c\u90a3\u4e48\u5982\u4eca\u7684AI\u6d6a\u6f6e\u6b63\u5728\u5851\u9020\u4e00\u4e2a\u89c4\u6a21\u9ad8\u8fbe\u5341\u4e07\u4ebf\u7f8e\u5143\u7684\u4e13\u4e1a\u670d\u52a1\u5e02\u573a\u3002<\/p>\n<p>Pat Grady\u5728\u5cf0\u4f1a\u4e0a\u7b97\u4e86\u4e00\u7b14\u60ca\u4eba\u7684\u8d26\uff1a\u5355\u5355\u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u672c\u571f\u7684\u6cd5\u5f8b\u670d\u52a1\u5e02\u573a\uff0c\u89c4\u6a21\u5c31\u9ad8\u8fbe4000\u4ebf\u7f8e\u5143\uff0c\u8fd9\u4e00\u4e2a\u5782\u76f4\u8d5b\u9053\u7684\u4f53\u91cf\u5c31\u5df2\u7ecf\u4e0e\u5168\u7403\u8f6f\u4ef6\u5e02\u573a\u7684\u603b\u548c\u76f8\u5f53\u3002\u57fa\u4e8e\u8fd9\u4e00\u5de8\u5927\u7684\u60f3\u8c61\u7a7a\u95f4\uff0c\u7ea2\u6749\u5408\u4f19\u4ebaSonya Huang\u6307\u51fa\u4e86AI\u65f6\u4ee3\u7684\u65b0\u5546\u4e1a\u6a21\u5f0f\uff1a\u670d\u52a1\u5373\u8f6f\u4ef6\uff08Services is the new software\uff09\u3002<\/p>\n<p>\u8fc7\u53bb\u7684SaaS\uff08\u8f6f\u4ef6\u5373\u670d\u52a1\uff09\u5356\u7684\u662f\u63d0\u5347\u4eba\u7c7b\u5de5\u4f5c\u6548\u7387\u7684\u5de5\u5177\uff0c\u800c\u672a\u6765\u7684AI\u5356\u7684\u662f\u76f4\u63a5\u4ea4\u4ed8\u7684\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n<p>Sonya Huang\u63cf\u7ed8\u4e86\u4e00\u5e45\u667a\u80fd\u4f53\u5168\u9762\u63a5\u7ba1\u5404\u7c7b\u4e13\u4e1a\u670d\u52a1\u7684\u56fe\u666f\uff1a<\/p>\n<p>\u5728\u533b\u7597\u9886\u57df\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u96c7\u7528\u533b\u7597Agent\u6765\u5206\u6790\u4e2a\u4eba\u7684\u57fa\u56e0\u7ec4\u3001\u63d0\u4f9b\u4e2a\u6027\u5316\u533b\u7597\u5efa\u8bae\u3001\u5f00\u5177\u5904\u65b9\uff0c\u751a\u81f3\u7cbe\u51c6\u5339\u914d\u548c\u63a8\u8350\u4e34\u5e8a\u8bd5\u9a8c\u3002<\/p>\n<p>\u5728\u6cd5\u5f8b\u754c\uff0cAgent\u53ef\u4ee5\u76f4\u63a5\u4ee3\u8868\u5ba2\u6237\u53bb\u8fdb\u884c\u5408\u540c\u6761\u6b3e\u7684\u8c08\u5224\u3001\u5904\u7406\u6cd5\u5f8b\u8bc9\u8bbc\uff0c\u751a\u81f3\u8fbe\u6210\u6700\u7ec8\u548c\u89e3\u3002<\/p>\n<p>\u5728\u57fa\u7840\u79d1\u5b66\u9886\u57df\uff0cAgent\u4e0d\u4ec5\u80fd\u89e3\u51b3\u6781\u5176\u590d\u6742\u7684\u6570\u5b66\u96be\u9898\uff0c\u751a\u81f3\u5df2\u7ecf\u5f00\u59cb\u81ea\u4e3b\u53d1\u73b0\u5168\u65b0\u7684\u8d85\u5bfc\u4f53\u6750\u6599\u3002<\/p>\n<p>\u5728\u4e2a\u4eba\u6d88\u8d39\u7aef\uff0c\u8d85\u7ea7\u79c1\u4eba\u52a9\u7406\u5c06\u65e0\u7f1d\u63a5\u7ba1\u7528\u6237\u7684\u6536\u4ef6\u7bb1\u3001\u65e5\u7a0b\u8868\u3001\u4e2a\u4eba\u8d22\u52a1\u7ba1\u7406\uff0c\u4e43\u81f3\u5168\u81ea\u52a8\u5b8c\u6210\u62a5\u7a0e\u3002<\/p>\n<p>\u800c\u7ecf\u6d4e\u5b66\u89c4\u5f8b\u5c06\u63a8\u52a8\u8fd9\u4e00\u6a21\u5f0f\u98a0\u8986\u4f20\u7edf\u884c\u4e1a\u3002Sonya Huang\u6307\u51fa\uff0c\u4eba\u7c7b\u5458\u5de5\u6781\u96be\u89c4\u6a21\u5316\u6269\u5f20\uff0c\u5e76\u4e14\u6210\u672c\u6781\u5176\u6602\u8d35\u3002\u201c\u4f60\u4ed8\u7ed9\u4eba\u7c7b\u7684\u662f\u9ad8\u6602\u7684\u85aa\u6c34\uff0c\u800c\u4ed8\u7ed9Agent\u7684\u4ec5\u4ec5\u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%bb%a3%e5%b8%81\" title=\"View all posts in \u4ee3\u5e01\" target=\"_blank\" class=\"tag_link\">\u4ee3\u5e01<\/a>\uff08Tokens\uff09\u3002\u201d<\/p>\n<p>\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u7528Tokens\u5b8c\u6210\u4e00\u9879\u4e13\u4e1a\u4efb\u52a1\u7684\u6210\u672c\uff0c\u5df2\u7ecf\u8fdc\u8fdc\u4f4e\u4e8e\u540c\u7b49\u5de5\u4f5c\u91cf\u4e0b\u7684\u4eba\u7c7b\u85aa\u6c34\u6210\u672c\u3002\u968f\u7740\u667a\u80fd\u4f53\u5728\u8d8a\u6765\u8d8a\u591a\u9886\u57df\u7684\u667a\u529b\u8868\u73b0\u5373\u5c06\u8d85\u8d8a\u4eba\u7c7b\uff0c\u90a3\u4e9b\u80fd\u591f\u7387\u5148<strong>\u5c06\u4f20\u7edf\u91cd\u4eba\u529b\u3001\u9ad8\u58c1\u5792\u7684\u4e13\u4e1a\u670d\u52a1<\/strong><strong>\uff0c<\/strong><strong>\u6253\u5305\u6210Agent\u63a5\u53e3<\/strong>\u7684\u521d\u521b\u516c\u53f8\uff0c\u5c06\u8fce\u6765\u6307\u6570\u7ea7\u7684\u8d22\u5bcc\u7206\u53d1\u3002<\/p>\n<p>3. <strong>\u521b\u4e1a\u8005\u8fce\u6765<\/strong><strong>\u4e00\u4eba\u72ec\u89d2\u517d\u65f6\u4ee3<\/strong><\/p>\n<p>\u968f\u7740AI\u63a5\u7ba1\u4e86\u4ee3\u7801\u4e0e\u6267\u884c\u5c42\uff0c\u6784\u5efa\u4ea7\u54c1\u7684\u8fb9\u9645\u6210\u672c\u5df2\u8fd1\u4e4e\u4e3a\u96f6\uff0c\u8fc7\u53bb\u9700\u8981\u6574\u4e2a\u56e2\u961f\u5f00\u53d1\u6570\u5468\u7684\u529f\u80fd\uff0c\u73b0\u5728\u666e\u901a\u5458\u5de5\u901a\u8fc7\u667a\u80fd\u4f53\u51e0\u4e2a\u5c0f\u65f6\u5c31\u80fd\u641e\u5b9a\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u521d\u521b\u4f01\u4e1a\u7684\u654f\u6377\u7684\u7ec4\u7ec7\u5f62\u6001\u53cd\u800c\u66f4\u80fd\u5e2e\u52a9\u4ed6\u4eec\u8d62\u5f97\u5e02\u573a\u80dc\u5229\u3002<\/p>\n<p>Boris Cherny\u8ba4\u4e3a\uff0c\u5927\u516c\u53f8\u867d\u7136\u62e5\u6709<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\uff0c\u4f46\u5b83\u4eec\u80cc\u8d1f\u7740\u6781\u5176\u6c89\u91cd\u7684\u5386\u53f2\u5305\u88b1\u3002\u5de8\u5934\u4eec\u5982\u679c\u60f3\u62e5\u62b1\u65b0\u8303\u5f0f\uff0c\u9700\u8981\u8017\u8d39\u6570\u5e74\u91cd\u6784\u590d\u6742\u7684\u4e1a\u52a1\u6d41\u7a0b\uff0c\u91cd\u65b0\u57f9\u8bad\u6210\u5343\u4e0a\u4e07\u7684\u5458\u5de5\uff0c\u8fd8\u8981\u89e3\u51b3\u5185\u90e8\u5de8\u5927\u7684\u7ec4\u7ec7\u60ef\u6027\u548c\u5229\u76ca\u90e8\u95e8\u7684\u62b5\u89e6\u60c5\u7eea\u3002\u76f8\u53cd\uff0c\u5fae\u578b\u521d\u521b\u56e2\u961f\u4ece\u6210\u7acb\u7684\u7b2c\u4e00\u5929\u8d77\uff0c\u5c31\u80fd\u4ee5AI\u539f\u751f\u7684\u59ff\u6001\u4e0a\u9635\uff0c\u6ca1\u6709\u6c9f\u901a\u635f\u8017\uff0c\u6ca1\u6709\u6280\u672f\u503a\u52a1\uff0c\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u5411\u4f20\u7edf\u5de8\u5934\u53d1\u8d77\u540c\u7b49\u91cf\u7ea7\u7684\u5546\u4e1a\u7ade\u4e89\u3002<\/p>\n<p>\u800c\u8de8\u5b66\u79d1\u901a\u624d\u5c06\u4eab\u53d7\u5230\u6700\u5927\u7684\u65f6\u4ee3\u7ea2\u5229\u3002\u5982Anthropic\u5185\u90e8\u6240\u5c55\u73b0\u7684\u90a3\u6837\uff0c\u516c\u53f8\u5185\u90e8\u6ca1\u6709\u7eaf\u7cb9\u7684\u90e8\u95e8\u58c1\u5792\uff0c\u6240\u6709\u4eba\u90fd\u53ef\u4ee5\u81ea\u5df1\u7528AI\u5199\u4ee3\u7801\uff0c\u89e3\u51b3\u5de5\u4f5c\u9700\u6c42\u3002\u5bf9\u4e8e\u521d\u521b\u4f01\u4e1a\u6765\u8bf4\uff0c\u672a\u6765\u6700\u4f18\u79c0\u7684\u8d22\u52a1\u8f6f\u4ef6\u5f00\u53d1\u8005\u4e0d\u518d\u662f\u61c2\u4ee3\u7801\u7684\u7a0b\u5e8f\u5458\uff0c\u800c\u662f\u6df1\u523b\u7406\u89e3\u5546\u4e1a\u903b\u8f91\u7684\u9876\u5c16\u8d22\u52a1\u4eba\u5458\u3002\u521b\u4e1a\u8005\u5728\u62db\u52df\u56e2\u961f\u65f6\uff0c\u5e94\u5f7b\u5e95\u629b\u5f03\u87ba\u4e1d\u9489\u601d\u7ef4\uff0c\u5bfb\u627e\u90a3\u4e9b\u5177\u5907\u80fd\u76f4\u63a5\u8de8\u754c\u8c03\u5ea6AI\u4ea7\u51fa\u7ed3\u679c\u7684\u4eba\u624d\u3002<\/p>\n<p>\u5728\u5cf0\u4f1a\u4e0aGreg Brockman\u6307\u51fa\uff0c\u672a\u6765\u6bcf\u4e2a\u4eba\u90fd\u53ef\u4ee5\u6210\u4e3a\u7edf\u5e05\u5341\u4e07Agent\u5927\u519b\u7684\u8d85\u7ea7CEO\uff0c\u53ea\u9700\u8c03\u5ea6\u4e91\u7aef\u4e0d\u77e5\u75b2\u5026\u3001\u6309Token\u8ba1\u8d39\u7684\u6570\u5b57\u5458\u5de5\uff0c\u5c31\u80fd\u652f\u6491\u8d77\u4e00\u5bb6\u4f30\u503c\u4e0a\u4ebf\u7684\u72ec\u89d2\u517d\u5b9e\u4f53\u3002\u5728\u672a\u6765\u7684\u7ade\u4e89\u4e2d\uff0c\u4f60\u7684\u7ec4\u7ec7\u80fd\u591a\u5927\u7a0b\u5ea6\u5730\u63a5\u7eb3\u548c\u6307\u6325\u6570\u5b57\u667a\u80fd\u4f53\uff0c\u5c31\u662f\u4f60\u62e5\u6709\u591a\u5c11\u4ea7\u54c1\u5b9a\u4ef7\u6743\u7684\u65b0\u8d77\u70b9\u3002<\/p>\n<\/p>\n<p><strong>AI\u65f6\u4ee3\u4eba\u7c7b\u7684\u6838\u5fc3\u62a4\u57ce\u6cb3<\/strong><\/p>\n<p>\u5f53\u6280\u672f\u5728\u5e95\u5c42\u98de\u901f\u8fed\u4ee3\uff0c\u6700\u7ec8\u8f6c\u5316\u4e3a\u5546\u4e1a\u6a21\u5f0f\u7684\u6d17\u724c\u65f6\uff0c\u6574\u573a\u5cf0\u4f1a\u4e5f\u540c\u6b65\u5728\u8ba8\u8bba\u4e00\u4e2a\u7ec8\u6781\u547d\u9898\uff1a<\/p>\n<p><strong>\u5728\u4e00\u4e2a99.9%\u7684<\/strong><strong>\u8ba4\u77e5\u4e0e<\/strong><strong>\u6267\u884c\u90fd\u88ab\u673a\u5668\u4ee3\u52b3\u7684\u4e16\u754c\u91cc\uff0c\u4eba\u7c7b\u7684\u6838\u5fc3\u62a4\u57ce\u6cb3\u7a76\u7adf\u5c06\u9000\u5b88\u4f55\u5904\uff1f<\/strong><\/p>\n<p>\u9762\u5bf9\u6280\u672f\u76f2\u76d2\u7684\u7ec8\u7ed3\uff0c\u5f88\u591a\u4ece\u4e1a\u8005\u6050\u614c\u81ea\u5df1\u5c06\u5931\u53bb\u6267\u884c\u4ef7\u503c\u3002\u4f46\u7ea2\u6749\u8ba4\u4e3a\uff0c\u5265\u79bb\u6389\u673a\u68b0\u52b3\u4f5c\u540e\uff0c\u4eba\u7c7b\u771f\u6b63\u7684\u6838\u5fc3\u62a4\u57ce\u6cb3\u624d\u521a\u521a\u663e\u9732\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c<strong>\u65e0\u6cd5\u5916\u5305\u7684\u7406\u89e3\u529b<\/strong><strong>\u3002<\/strong><\/p>\n<p>\u201c\u4f60\u53ef\u4ee5\u5916\u5305\u4f60\u7684\u601d\u8003\uff0c\u4f46\u4f60\u7edd\u4e0d\u80fd\u5916\u5305\u4f60\u7684\u7406\u89e3\u3002\u201dAndrej 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href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%bb%84%e9%87%91\" title=\"View all posts in \u9ec4\u91d1\" target=\"_blank\" 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