{"id":793699,"date":"2026-06-05T13:21:28","date_gmt":"2026-06-05T05:21:28","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=793699"},"modified":"2026-06-05T13:21:28","modified_gmt":"2026-06-05T05:21:28","slug":"%e5%a7%9a%e9%a1%ba%e9%9b%a8%e7%8e%b0%e8%ba%ab%ef%bc%81%e5%85%ac%e5%bc%80%e5%9b%9e%e5%ba%94%e8%85%be%e8%ae%afai%e8%90%bd%e5%90%8e%e4%ba%86%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=793699","title":{"rendered":"\u59da\u987a\u96e8\u73b0\u8eab\uff01\u516c\u5f00\u56de\u5e94\u817e\u8bafAI\u843d\u540e\u4e86\u5417\uff1f"},"content":{"rendered":"<p><strong>\u59da\u987a\u96e8<\/strong>\u5f00\u8bb2\u4e86\uff0c\u73b0\u573a\u7206\u6ee1\uff01<\/p>\n<p>\u6574\u4e2a\u4f1a\u573a\u653e\u773c\u671b\u53bb\u5168\u662f\u300c\u4eba\u4eba\u4eba\u4eba\u4eba\u300d\u2026\u2026<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/FD4B0859299A6178CD0C968E26C007E6D193049E_size38_w640_h480.jpg\" 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href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%a4%96%e5%8d%96\" title=\"View all posts in \u5916\u5356\" target=\"_blank\" class=\"tag_link\">\u5916\u5356<\/a>\u7684\u5de5\u5177\uff0c\u5c31\u6ca1\u529e\u6cd5\u70b9\u5916\u5356\uff0c\u5f88\u591a\u4e8b\u60c5\u90fd\u505a\u4e0d\u5230\u3002<\/p>\n<p>\u4f46\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u53ef\u80fd\u662fcontext\u3002\u65e0\u8bba\u662f\u4f01\u4e1a\u8fd8\u662f\u4e2a\u4eba\u2014\u2014\u5c31\u50cf\u6211\u4e0a\u6b21\u5728\u6d3b\u52a8\u4e0a\u8bf4\u7684\u2014\u2014context\u4f1a\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u56e0\u4e3a\u6a21\u578b\u8d8a\u6765\u8d8a\u64c5\u957f\u628a\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u8f93\u5165\u53d8\u6210\u4e00\u4e2a\u8f93\u51fa\uff0c\u5f88\u591a\u65f6\u5019\u4f60\u7684\u7ade\u4e89\u58c1\u5792\uff0c\u6070\u6070\u6765\u81ea\u4f60\u6709\u6ca1\u6709\u90a3\u4e2a\u6700\u539f\u59cb\u7684\u8f93\u5165\uff1a\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4eba\u5230\u5e95\u5728\u5e72\u4ec0\u4e48\uff0c\u77e5\u4e0d\u77e5\u9053\u8fd9\u5bb6\u4f01\u4e1a\u7684\u5404\u79cd\u4fe1\u606f\u3002\u5728\u8fd9\u4e00\u70b9\u4e0a\uff0c\u817e\u8baf\u6709\u975e\u5e38\u5f3a\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u4e0d\u8fc7\u8fd9\u53ea\u662f\u7b2c\u4e8c\u5927\u7684\u539f\u56e0\u3002\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u539f\u56e0\u5176\u5b9e\u662f\u6587\u5316\u3002<\/p>\n<p>\u6211\u8fd8\u8bb0\u5f97\u7b2c\u4e00\u6b21\u8ddf\u4f60\u3001\u4ee5\u53ca\u5f88\u591a\u603b\u529e\u8001\u677f\u804a\u5929\u65f6\uff0c\u7b2c\u4e00\u5370\u8c61\u5c31\u662f\u5927\u5bb6\u90fd\u975e\u5e38\u8bda\u5b9e\u2014\u2014\u54ea\u91cc\u505a\u5f97\u597d\u3001\u54ea\u91cc\u505a\u5f97\u4e0d\u597d\uff0c\u90fd\u8bb2\u5f97\u975e\u5e38\u76f4\u767d\uff0c\u4e0d\u4f1a\u63a9\u76d6\uff1a\u6211\u77e5\u9053\u54ea\u91cc\u505a\u5f97\u597d\uff0c\u4e5f\u77e5\u9053\u54ea\u91cc\u4e0d\u77e5\u9053\uff1b\u77e5\u9053\u8fd9\u91cc\u8be5\u600e\u4e48\u505a\uff0c\u4e5f\u627f\u8ba4\u90a3\u91cc\u4e0d\u77e5\u9053\u8be5\u600e\u4e48\u505a\u3002\u8fd9\u79cd\u5766\u8bda\u662f\u6211\u7684\u7b2c\u4e00\u5370\u8c61\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u817e\u8baf\u603b\u4f53\u662f\u4e00\u5bb6\u57fa\u4e8e trust\uff08\u4fe1\u4efb\uff09\u3001\u800c\u4e0d\u662f\u57fa\u4e8e metrics\uff08\u6307\u6807\uff09\u53bb\u8fd0\u8f6c\u7684\u516c\u53f8\uff0c\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u5bf9\u505a AI \u975e\u5e38\u91cd\u8981\u3002\u5305\u62ec\u6211\u4eec\u7684\u6587\u5316\u91cc\u4e5f\u6709\u975e\u5e38 low ego\u3001\u975e\u5e38\u201d\u9a9a\u6c14\u201d\u7684\u4e00\u9762\u3002<\/p>\n<p>\u8fd9\u4e9b\u6587\u5316\uff0c\u5bf9\u4e8e\u957f\u671f\u505a\u4e00\u4e2a AI \u7ec4\u7ec7\u90fd\u975e\u5e38\u91cd\u8981\uff0c\u4e5f\u5305\u62ec\u6211\u4eec\u5bf9\u957f\u671f\u4e3b\u4e49\u7684\u575a\u6301\u3002<\/p>\n<p>\u6240\u4ee5\uff0cAI \u4e0b\u534a\u573a\u6700\u91cd\u8981\u7684\u662f\u4ec0\u4e48\uff1f\u5c31\u6211\u4e2a\u4eba\u7684\u76ee\u6807\u800c\u8a00\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u5e94\u8be5\u5728\u4e2d\u56fd\u5efa\u7acb\u4e00\u4e2a\u957f\u671f\u7684\u3001\u57fa\u4e8e AGI \u7684\u7ec4\u7ec7\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u4eca\u5929\u7684 AI \u4e3b\u8981\u6709\u4e09\u4e2a\u90e8\u5206\u3002\u7b2c\u4e00\u662ffoundation\u2014\u2014\u600e\u4e48\u628a\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u8fd9\u79cd\u6700\u57fa\u7840\u7684\u4e1c\u897f\u505a\u5f97\u975e\u5e38\u6f02\u4eae\u3002\u7b2c\u4e8c\u662f\u4ea7\u54c1\u2014\u2014\u600e\u4e48\u8ba9\u8fd9\u6837\u7684\u6280\u672f\u771f\u6b63\u4e3a\u4eba\u548c\u793e\u4f1a\u4ea7\u751f\u4ef7\u503c\u3002\u7b2c\u4e09\u662ffrontier\u2014\u2014\u600e\u4e48\u53bb\u63a2\u7d22\u65b0\u7684\u7814\u7a76\u8303\u5f0f\u3001\u65b0\u7684\u673a\u4f1a\u3002\u6700\u91cd\u8981\u7684\uff0c\u662f\u6784\u5efa\u4e00\u4e2a\u975e\u5e38\u5747\u8861\u7684\u3001\u50cf\u4e09\u89d2\u5f62\u4e00\u6837\u7684\u7ec4\u7ec7\u3002<\/p>\n<p>\u5bf9foundation\u6765\u8bf4\uff0c\u6700\u91cd\u8981\u7684\uff0c\u7b2c\u4e00\u662f\u9700\u8981\u5145\u8db3\u7684<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\u7b2c\u4e8c\u662f\u9700\u8981\u6b63\u786e\u7684\u505a\u4e8b\u65b9\u5f0f\u2014\u2014\u8fd9\u8ddf\u6211\u521a\u8bf4\u7684\u6587\u5316\u90a3\u4e00\u70b9\u662f\u543b\u5408\u7684\u3002\u5bf9\u4ea7\u54c1\u6765\u8bf4\uff0c\u6709\u597d\u7684\u4ea7\u54c1 sense\u3001\u6709\u505a\u4ea7\u54c1\u7684\u7ecf\u9a8c\u81f3\u5173\u91cd\u8981\u3002\u7b2c\u4e09\u662ffrontier\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u4eca\u5929\u5728\u4e2d\u56fd\u505a\u7684\u63a2\u7d22\u53ef\u80fd\u8fd8\u4e0d\u591f\u591a\uff0c\u6240\u4ee5\u6211\u4e5f\u5e0c\u671b\u80fd\u628a\u8fd9\u79cd frontier exploration\uff08\u524d\u6cbf\u63a2\u7d22\uff09\u7684\u7cbe\u795e\u66f4\u591a\u5730\u6ce8\u5165\u5230\u7ec4\u7ec7\u91cc\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u4f60\u63d0\u5230\u8ddf\u603b\u529e\u804a\u7684\u8fc7\u7a0b\u4e2d\u611f\u53d7\u5230\u7684\u771f\u8bda\u3001\u52a1\u5b9e\uff0c\u8fd9\u5176\u5b9e\u4e5f\u662f\u6211\u5e38\u4ece\u5ba2\u6237\u4ea4\u6d41\u4e2d\u5f97\u5230\u7684\u53cd\u9988\u3002\u6211\u89c9\u5f97\u6211\u4eec\u505a\u4e8b\u7684\u65b9\u5f0f\u3001\u505a\u4ea7\u54c1\u7684\u7406\u5ff5\uff0c\u786e\u5b9e\u662f\u6bd4\u8f83\u5b9e\u4e8b\u6c42\u662f\u7684\u3002\u6bd5\u7adf AI \u8fd9\u4e2a\u8d5b\u9053\u662f\u4e00\u573a\u957f\u8dd1\uff0c\u6709\u65f6\u5019\u201d\u8ba4\u77e5\u201d\u4e5f\u5f88\u91cd\u8981\u2014\u2014\u54ea\u4e9b\u505a\u5f97\u597d\u3001\u54ea\u4e9b\u505a\u5f97\u4e0d\u597d\uff0c\u4e5f\u5f97\u8ba4\u3002\u4f46\u5173\u952e\u662f\uff0c\u8fd9\u662f\u4e00\u573a\u591a\u7ef4\u5ea6\u7684\u7ade\u8d5b\uff1a\u6211\u4eec\u770b\u5230\u6a21\u578b\u6709\u5f88\u591a\u8fdb\u6b65\uff0c\u505a\u4ea7\u54c1\u4e5f\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u5f62\u6001\uff0c\u4e0d\u540c\u573a\u666f\u6709\u4e0d\u540c\u9700\u6c42\u3002\u6211\u89c9\u5f97\u672a\u6765\u8fd8\u662f\u975e\u5e38\u53ef\u671f\u7684\u3002<\/p>\n<p>\u817e\u8baf\u6162\u4e86\u5417\uff1f\u4e0b\u534a\u573a\u662f\u4ec0\u4e48<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u60f3\u95ee\u4e00\u4e2a\u5927\u5bb6\u8ba8\u8bba\u6bd4\u8f83\u591a\u7684\u95ee\u9898\uff1a\u5f88\u591a\u81ea<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%aa%92%e4%bd%93\" title=\"View all posts in \u5a92\u4f53\" target=\"_blank\" class=\"tag_link\">\u5a92\u4f53<\/a>\u90fd\u4f1a\u63d0\u5230\uff0c\u817e\u8baf\u5728 AI \u4e0a\u6ca1\u6709\u53ca\u65f6\u6293\u4f4f\u4e00\u4e9b\u673a\u4f1a\u3002\u4f60\u89c9\u5f97\u6211\u4eec\u771f\u7684\u6162\u4e86\u5417\uff1f\u4e0b\u534a\u573a\u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u80fd\u591a\u8bf4\u4e00\u4e0b\u5417\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u611f\u89c9\u8fd9\u5e94\u8be5\u662f\u6211\u95ee\u4f60\u7684\u95ee\u9898\u3002\u6211\u89c9\u5f97\u4eca\u5929\u6211\u6709\u4e24\u4e2a\u91cd\u8981\u7684\u5224\u65ad\u3002<\/p>\n<p>\u7b2c\u4e00\u4e2a\u5224\u65ad\uff1aAI \u662f\u4e00\u4e2a\u77ed\u671f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\uff0c\u8fd8\u662f\u957f\u671f\u6e38\u620f\uff1f\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>\u8513\u5ef6\u7740\u5f88\u591a\u60c5\u7eea\u2014\u2014\u6240\u6709\u4eba\u90fd\u8981\u5931\u4e1a\u4e86\u3001AI \u8981\u53d6\u4ee3\u6240\u6709\u4eba\u7684\u5de5\u4f5c\uff0c\u6240\u4ee5\u8d76\u5feb\u8d5a\u4e24\u5e74\u94b1\u7136\u540e\u9000\u4f11\u3002\u8fd9\u662f\u4e00\u79cd\u5224\u65ad\u3002<\/p>\n<p>\u4f46\u6211\u4eec\u7684\u5224\u65ad\u5f88\u663e\u7136\u662f\uff1a\u8fd9\u4f1a\u662f\u4e00\u4e2a\u957f\u671f\u6e38\u620f\uff0c\u800c\u4e14\u5176\u5b9e\u624d\u521a\u521a\u5f00\u59cb\uff0c\u4e0b\u534a\u573a\u624d\u521a\u5f00\u59cb\u3002\u6211\u4e0d\u8ba4\u4e3a GPT \u548c Claude \u4f1a\u662f\u552f\u4e00\u7684 super app\uff0c\u90a3\u4f1a\u662f\u4e00\u4e2a\u975e\u5e38\u7070\u6697\u7684\u4e16\u754c\u3002\u6211\u89c9\u5f97\u4e00\u5b9a\u4f1a\u6709\u6e90\u6e90\u4e0d\u65ad\u7684\u65b0\u673a\u4f1a\u8bde\u751f\uff0c\u4eca\u5929\u53ef\u80fd\u5c31\u50cf 70 \u5e74\u4ee3 PC 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\u7684\u5e02\u573a\u6ca1\u88ab\u586b\u6ee1\uff1b\u4f46\u591a\u6a21\u6001\u3001\u5177\u8eab\u667a\u80fd\uff0c\u8fd8\u6709\u5f88\u591a\u5f88\u591a\u65b0\u4e8b\u60c5\u6b63\u5728\u6216\u521a\u521a\u53d1\u751f\u3002\u6240\u4ee5\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0c\u5982\u679c\u6211\u4eec\u8ba4\u4e3a\u4e0b\u534a\u573a\u624d\u521a\u5f00\u59cb\uff0c\u90a3\u53ef\u80fd\u786e\u5b9e\u4e0d\u7b97\u665a\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u8fc7\u53bb\u6a21\u578b\u3001\u4ea7\u54c1\u505a\u4e86\u5f88\u591a\u63a2\u7d22\uff0c\u8d70\u4e86\u5f88\u591a\u5f2f\u8def\uff0c\u6211\u89c9\u5f97\u8fd9\u5f88\u6b63\u5e38\u2014\u2014\u6ca1\u505a\u8fc7\u4e00\u4ef6\u4e8b\uff0c\u7b2c\u4e00\u6b21\u505a\u80af\u5b9a\u4f1a\u6709\u66f2\u6298\u3002\u4f46\u53ef\u80fd\u66f4\u91cd\u8981\u7684\u662f\uff1a\u80fd\u4e0d\u80fd\u8bda\u5b9e\u5730\u9762\u5bf9\u81ea\u5df1\uff0c\u80fd\u4e0d\u80fd be real\uff0c\u80fd\u4e0d\u80fd\u770b\u5230 feedback \u7136\u540e\u53bb\u6539\u53d8\uff0c\u80fd\u4e0d\u80fd\u4fdd\u6301\u8010\u5fc3\u3002\u6211\u89c9\u5f97\u8fd9\u4e9b\u4e8b\u60c5\uff0c\u5728\u4e0b\u534a\u573a\u4f1a\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u4f60\u600e\u4e48\u770b\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u5927\u5bb6\u5bf9\u817e\u8baf\u7ecf\u5e38\u559c\u6b22\u6311\u67d0\u4e00\u4e2a\u70b9\u6765\u6279\u8bc4\uff0c\u6211\u4eec\u4e5f\u6b22\u8fce\u5927\u5bb6\u63d0\u66f4\u9ad8\u7684\u8981\u6c42\u3002\u817e\u8baf\u6709\u975e\u5e38\u591a\u7684\u4e1a\u6001\u3001\u5f88\u591a\u4ea7\u54c1\u5728\u5f88\u591a\u8d5b\u9053\uff0c\u540c\u65f6\u5f88\u591a\u56e2\u961f\u5728\u63a8\u8fdb\u4e0d\u540c\u9879\u76ee\u3002\u5728\u8fd9\u6837\u4e00\u4e2a\u590d\u6742\u7684\u7ec4\u7ec7\u91cc\uff0c\u6709\u4e9b\u5730\u65b9\u53ef\u80fd\u505a\u5f97\u5feb\u4e86\uff0c\u6709\u4e9b\u5730\u65b9\u505a\u5f97\u6162\u4e86\uff0c\u6709\u4e9b\u5730\u65b9\u53ef\u80fd\u5728\u63a2\u7d22\u4e2d\u5931\u8d25\u3002<\/p>\n<p>\u6240\u4ee5\u8fd9\u4e9b\u63d0\u9192\u90fd\u975e\u5e38\u597d\uff0c\u786e\u5b9e\u6709\u4e9b\u5730\u65b9\u6211\u4eec\u53ef\u4ee5\u505a\u5f97\u66f4\u597d\u3002\u4f46\u5c31\u50cf\u4f60\u8bf4\u7684\uff0c\u8fd9\u662f\u4e00\u573a\u957f\u8dd1\u3001\u4e00\u573a\u9a6c\u62c9\u677e\u3002<\/p>\n<p>\u817e\u8baf\u6709\u975e\u5e38\u4e30\u5bcc\u7684\u573a\u666f\u3002\u5c31\u50cf\u4f60\u4e00\u5f00\u59cb\u63d0\u5230\u7684\uff0c\u9009\u62e9\u817e\u8baf\u662f\u56e0\u4e3a AI \u9700\u8981 context\uff0c\u6a21\u578b\u9700\u8981\u5f88\u591a\u4e0a\u4e0b\u6587\uff0c\u800c\u817e\u8baf\u591a\u5e74\u6765\u5728\u4e0d\u540c\u8d5b\u9053\u3001\u4e0d\u540c\u4ea7\u54c1\u4e0a\u7684\u79ef\u7d2f\uff0c\u90fd\u53ef\u4ee5\u9488\u5bf9\u6bcf\u4e00\u4e2a\u573a\u666f\u4e3a\u6a21\u578b\u63d0\u4f9b\u6709\u7528\u7684\u4fe1\u606f\u3001\u63d0\u4f9b context\u3001\u53d1\u6325\u4ef7\u503c\u3002<\/p>\n<p>\u5728\u8fd9\u573a\u957f\u8dd1\u91cc\uff0c\u6211\u76f8\u4fe1\u6a21\u578b\u4f1a\u4e0d\u65ad\u8fed\u4ee3\uff0c\u7528\u6237\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u53d8\u5316\uff0c\u8fd8\u4f1a\u6709\u65b0\u7684\u4ea7\u54c1\u5f62\u6001\u51fa\u73b0\u3002\u6bd4\u5982\u4eca\u5e74\u521d\u90a3\u4e00\u6ce2\uff08\u89c6\u9891\u751f\u6210\uff1f\uff09\u70ed\u6f6e\u6211\u4eec\u53cd\u5e94\u4e5f\u6bd4\u8f83\u5feb\uff1b\u540c\u65f6\u4e5f\u6709 Workbody \u8fd9\u6837\u7684\u667a\u80fd\u4f53\u4ea7\u54c1\u2014\u2014\u5176\u5b9e\u662f\u51e0\u5e74\u524d\u5c31\u5f00\u59cb\u505a\u7684\u4ea7\u54c1\uff0c\u6cbf\u7740\u539f\u6765 coding \u7684\u79ef\u7d2f\u6162\u6162\u770b\u5230\u5f88\u5f3a\u7684\u9700\u6c42\uff0c\u6211\u4eec\u4e5f\u80fd\u6bd4\u8f83\u5feb\u5730\u53bb\u5e94\u5bf9\u3002<\/p>\n<p>\u4eca\u5929\u4e5f\u542c\u5230\u5f88\u591a\u5ba2\u6237\u5bf9\u6211\u4eec\u4e0d\u540c\u4ea7\u54c1\u600e\u4e48\u7ec4\u5408\u8d77\u6765\u6709\u5f88\u9ad8\u7684\u671f\u5f85\u3002\u6240\u4ee5\u6211\u4eec\u6b63\u5728\u957f\u8dd1\u4e2d\uff0c\u4e5f\u8bf7\u5404\u4f4d\u591a\u7ed9\u6211\u4eec\u63d0\u9192\u548c\u5efa\u8bae\uff0c\u591a\u7528\u6211\u4eec\u7684\u4ea7\u54c1\uff0c\u7ed9\u6211\u4eec\u6b63\u5411\u7684\u3001constructive \u7684\u53cd\u9988\u3002<\/p>\n<p>\u6a21\u578b\u4e0e\u4ea7\u54c1\u4e92\u76f8\u6210\u5c31<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u5728\u4e00\u4e2a\u591a\u4ea7\u54c1\u7684\u4f53\u7cfb\u5316\u7684\u5730\u65b9\uff0c\u5176\u5b9e\u4f1a\u6709\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684\u4f18\u52bf\u3002\u6bd4\u5982\u6211\u4eec\u7528\u6df7\u5143 3 \u53ef\u4ee5\u8ba9\u6a21\u578b\u5728\u5143\u5b9d\u91cc\u4ea7\u751f\u5f88\u5f3a\u7684\u804a\u5929\u548c\u641c\u7d22\u80fd\u529b\uff0c\u4f46\u8fd9\u79cd\u80fd\u529b\u53c8\u53ef\u4ee5\u88ab\u8fc1\u79fb\u5230 IM \u6216\u8005 Workbody \u8fd9\u6837\u7684\u5176\u4ed6\u4ea7\u54c1\u4e0a\u3002<\/p>\n<p>\u8fd9\u4e9b\u4ea7\u54c1\u80fd\u591f\u63d0\u4f9b\u4e0d\u540c\u7684\u6570\u636e\uff0c\u800c\u8fd9\u4e9b\u6570\u636e\u4e4b\u95f4\u53c8\u53ef\u4ee5\u76f8\u4e92\u6cdb\u5316\uff0c\u5f62\u6210\u4e00\u4e2a\u50cf\u7f51\u7edc\u4e00\u6837\u7684\u4f53\u7cfb\u3002\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u7684\u4ef7\u503c\u4f1a\u8d8a\u6765\u8d8a\u91cd\u8981\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u5bf9\u3002\u5176\u5b9e\u5728\u5916\u90e8\u5237\u699c\u4e5f\u7b97\u662f\u4e00\u79cd\u6570\u636e\u5427\uff0c\u90a3\u6211\u4eec\u5185\u90e8\u505a\u7684\u8ddf\u5916\u90e8\u7684\u8fd9\u79cd\u699c\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u9996\u5148\u8fd9\u4e9b benchmark \u8fd8\u662f\u6709\u5b83\u7684\u4ef7\u503c\u7684\uff0c\u4e0d\u662f\u8bf4\u5b8c\u5168\u6ca1\u4ef7\u503c\uff0c\u53ea\u662f\u73b0\u5728\u8fd9\u4e9b\u699c\u975e\u5e38\u5bb9\u6613 saturate\uff08\u9971\u548c\uff09\u3002\u800c\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u6709\u51e0\u4e2a\u5e2e\u52a9\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u4f60\u80fd\u53d1\u73b0\u6a21\u578b\u7684\u5f88\u591a\u5e95\u7ebf\u95ee\u9898\u3002\u6211\u4eec\u60f3\u53d1\u4e00\u4e2a pre-preview \u6a21\u578b\uff0c\u6700\u91cd\u8981\u7684\u76ee\u7684\u4e4b\u4e00\u5c31\u662f\u5e0c\u671b\u83b7\u5f97\u771f\u5b9e\u4e16\u754c\u7684\u53cd\u9988\uff0c\u53bb\u4fee\u590d\u5404\u79cd\u699c\u5355\u91cc\u6ca1\u6cd5\u53d1\u73b0\u7684\u5e95\u7ebf\u95ee\u9898\u2014\u2014\u8fd9\u4e00\u70b9\u4f1a\u5728\u6b63\u5f0f\u7248\u4e0a\u6709\u975e\u5e38\u5927\u7684\u6539\u8fdb\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u4f60\u5bf9\u771f\u5b9e\u7684 prompt distribution\uff08\u63d0\u793a\u8bcd\u5206\u5e03\uff09\u4f1a\u6709\u66f4\u6df1\u7684\u4e86\u89e3\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0cbenchmark \u4e0a\u7684\u9898\u76ee\u5f80\u5f80\u975e\u5e38\u7cbe\u786e\uff0c\u6709\u5f88\u957f\u7684 concrete description\uff0c\u800c\u4e14\u4e00\u822c\u662f\u5355\u8f6e\u95ee\u9898\uff1b\u4f46\u73b0\u5b9e\u91cc\u5927\u4f17\u95ee\u7684\u95ee\u9898\u901a\u5e38\u6bd4\u8f83\u6a21\u7cca\uff0c\u53ef\u80fd\u5c31\u4e00\u4e24\u53e5\u8bdd\uff0c\u7136\u540e\u4e0d\u505c\u8ffd\u95ee\u3002\u8fd9\u4e9b setup \u4e0a\u7684\u5dee\u5f02\uff0c\u5c31\u80fd\u542f\u53d1\u6211\u4eec\u600e\u4e48\u53bb\u66f4\u597d\u5730\u505a\u8bad\u7ec3\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u4eec\u751a\u81f3\u53ef\u4ee5\u4ece\u8fd9\u4e9b\u4ea7\u54c1\u4e0a\u83b7\u5f97\u7075\u611f\uff0c\u53bb\u63a8\u8fdb\u73b0\u5728\u8fd8\u6ca1\u6709\u7684\u699c\u5355\u3001\u6ca1\u6709\u7684\u9886\u57df\u3002\u6bd4\u5982\u6211\u4eec\u6700\u8fd1\u505a\u4e86\u5f88\u591a coding \u80fd\u529b\u7684\u5de5\u4f5c\uff0c\u5143\u5b9d\u7ed9\u6211\u4eec\u7684\u542f\u53d1\u5c31\u5f88\u6709\u5e2e\u52a9\u3002\u6240\u4ee5\u6211\u89c9\u5f97\u4ea7\u54c1\u548c\u6a21\u578b\u7684\u4e92\u76f8\u6210\u5c31\uff0c\u662f\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4e00\u4e2a AI \u8bdd\u9898\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u5bf9\uff0c\u6211\u8bb0\u5f97\u65e9\u671f\u505a\u5143\u5b9d\u7684\u65f6\u5019\u8fd8\u78b0\u5230\u8fc7\u591a\u8f6e\u9075\u5faa\u7684\u95ee\u9898\u3002\u5728\u4ea7\u54c1\u91cc\u7528\u6237\u8fed\u4ee3 prompt \u7684\u65b9\u5f0f\uff0c\u8ddf benchmark \u597d\u50cf\u6709\u86ee\u5927\u7684\u5dee\u5f02\uff0c\u771f\u6b63\u5728\u4ea7\u54c1\u91cc\u6240\u9700\u8981\u7684\u80fd\u529b\uff0c\u786e\u5b9e\u8ddf benchmark \u4e0d\u592a\u4e00\u6837\u3002\u4f60\u95ee\u4e86\u6211\u8fd9\u4e48\u591a\u95ee\u9898\uff0c\u6211\u4e5f\u95ee\u4f60\u4e00\u70b9\u3002<\/p>\n<p>\u505a\u4ea7\u54c1\u7684\u7b2c\u4e00\u6027\u539f\u7406\uff1a\u4e0d\u53d8\u7684\u662f\u4e3a\u7528\u6237\u521b\u9020\u4ef7\u503c<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6211\u8bb0\u5f97\u7b2c\u4e00\u6b21\u8ddf\u4f60\u804a\u7684\u65f6\u5019\uff0c\u4f60\u8bb2\u4e86\u5f88\u591a\u8fc7\u53bb\u7684\u7ecf\u5386\uff0c\u4ece QQ \u7a7a\u95f4\u3001QQ \u79c0\u7684\u65f6\u4ee3\uff0c\u4e00\u76f4\u5230\u6211\u5c0f\u5b66\u65f6\u5019\u6700\u559c\u6b22\u7684\u90a3\u4e2a\u4ea7\u54c1\u2026\u2026<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u4f60\u8bf4\u7684\u662f\u8001\u767b\u5bf9\u5427\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u518d\u5230 QQ\u3001\u5230\u97f3\u4e50\u3001\u5230\u8bed\u97f3\uff0c\u518d\u5230\u73b0\u5728\u7684\u5143\u5b9d\u3001IMA\u3002\u8ddf\u4f60\u804a\u5929\u5f88\u6709\u610f\u601d\uff0c\u56e0\u4e3a\u4f60\u505a\u8fc7\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\uff0cTo C \u7684\u4e5f\u6709\u3001To B \u7684\u4e5f\u6709\uff0c\u8fdc\u53e4\u65f6\u4ee3\u7684\u4e5f\u6709\u3001AI \u65f6\u4ee3\u7684\u4e5f\u6709\u3002<\/p>\n<p>\u6211\u6bd4\u8f83\u597d\u5947\u7684\u662f\uff0c\u4f60\u89c9\u5f97\u4f60\u505a\u4ea7\u54c1\u7684\u7b2c\u4e00\u6027\u539f\u7406\u662f\u4ec0\u4e48\uff1f\u54ea\u4e9b\u7ecf\u9a8c\u6216\u4ef7\u503c\u662f\u4e0d\u53d8\u7684\uff0c\u54ea\u4e9b\u4e1c\u897f\u53d8\u4e86\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u6211\u89c9\u5f97\u505a\u4ea7\u54c1\u6700\u7ec8\u8fd8\u662f\u5954\u7740\u201d\u7528\u6237\u5230\u5e95\u6709\u4ec0\u4e48\u9700\u6c42\u3001\u6211\u600e\u4e48\u53bb\u89e3\u51b3\u4ed6\u7684\u75db\u70b9\u3001\u600e\u4e48\u7ed9\u7528\u6237\u6216\u5ba2\u6237\u521b\u9020\u4ef7\u503c\u201d\u3002\u8fd9\u4e00\u70b9\u5728\u4e0d\u540c\u7684\u65f6\u4ee3\u3001\u4e0d\u540c\u7684\u884c\u4e1a\u90fd\u6210\u7acb\u2014\u2014\u4ea7\u54c1\u80fd\u7ed9\u7528\u6237\u5e26\u6765\u4ef7\u503c\uff0c\u4ed6\u624d\u4f1a\u4e70\u5355\u3001\u624d\u4f1a\u4f7f\u7528\u3002<\/p>\n<p>\u6240\u4ee5\u4ece PC \u4e92\u8054\u7f51\u65f6\u4ee3<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%81%9a%e7%a9%ba\" title=\"View all posts in \u505a\u7a7a\" target=\"_blank\" class=\"tag_link\">\u505a\u7a7a<\/a>\u95f4\uff0c\u5230\u79fb\u52a8\u65f6\u4ee3\u505a\u5404\u79cd\u5185\u5bb9\u4ea7\u54c1\uff0c\u518d\u5230\u4e91\u4e92\u8054\u7f51\u505a\u4e91\uff0c\u6211\u4eec\u90fd\u8981\u82b1\u5f88\u591a\u65f6\u95f4\u53bb\u542c\u5ba2\u6237\u7684\u58f0\u97f3\u3001\u5e2e\u4ed6\u4eec\u89e3\u51b3\u95ee\u9898\uff0c\u5e95\u5c42\u903b\u8f91\u5176\u5b9e\u6ca1\u6709\u90a3\u4e48\u5927\u7684\u53d8\u5316\u3002<\/p>\n<p>\u4f46 PC\u3001\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8ddf\u4eca\u5929 AI \u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8fd8\u662f\u6709\u86ee\u591a\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002<\/p>\n<p>\u9996\u5148\u4ece\u8303\u5f0f\u4e0a\u770b\uff0c\u5728 AI 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\u65f6\u4ee3\u90a3\u79cd\u5f00\u653e\u5f0f\u7684\u670d\u52a1\u5f62\u6001\u5c31\u5e26\u6765\u5f88\u4e0d\u4e00\u6837\u7684\u8981\u6c42\u2014\u2014\u4ea4\u4e92\u65b9\u5f0f\u53ef\u80fd\u662f\u81ea\u7136\u8bed\u8a00\u3001\u662f\u8bed\u97f3\uff0c\u4f5c\u4e3a\u4ea7\u54c1\u65b9\u4f60\u4e5f\u4e0d\u77e5\u9053\u7528\u6237\u4f1a\u95ee\u4ec0\u4e48\uff0c\u6240\u4ee5\u8981\u5145\u5206\u5229\u7528\u6a21\u578b\u80fd\u529b\u53bb\u7406\u89e3\u7528\u6237\u9700\u6c42\uff0c\u518d\u901a\u8fc7\u5927\u6a21\u578b\u7684\u903b\u8f91\u63a8\u7406\u3001\u8c03\u7528\u5de5\u5177\u7684\u80fd\u529b\uff0c\u7531\u4ea7\u54c1\u7ed9\u6a21\u578b\u63d0\u4f9b\u5404\u79cd\u53ef\u7528\u7684\u5de5\u5177\uff0c\u53bb\u5e94\u5bf9\u8fd9\u79cd\u5f00\u653e\u5f0f\u9700\u6c42\u3002\u8fd9\u8ddf\u6211\u4eec\u8fc7\u53bb\u505a\u4ea7\u54c1\u5f88\u4e0d\u4e00\u6837\u3002<\/p>\n<p>\u8fd8\u5305\u62ec\u4f60\u521a\u63d0\u5230\u7684 specification\uff08\u89c4\u683c\uff09\u3002\u8fc7\u53bb\u5bf9\u4ea7\u54c1\u7ec6\u8282\u529f\u80fd\u6709\u5f88\u6e05\u6670\u7684\u63cf\u8ff0\uff0c\u600e\u4e48\u8bbe\u8ba1\u3001\u7814\u53d1\u3001\u6d4b\u8bd5\uff0c\u90a3\u5957\u7011\u5e03\u5f0f\u6d41\u7a0b\u4e5f\u6bd4\u8f83\u6e05\u6670\u3002\u4f46\u505a AI \u4ea7\u54c1\uff0c\u6211\u53d1\u73b0\u6700\u5927\u7684\u53d8\u5316\u662f\u6574\u4e2a\u6d41\u7a0b\u53ef\u80fd\u90fd\u8981\u91cd\u65b0\u8bbe\u8ba1\u3002<\/p>\n<p>\u5c24\u5176\u662f\u4eca\u5e74\uff0c\u5927\u90e8\u5206\u4ee3\u7801\u90fd\u7531 AI \u751f\u6210\uff0c\u5de5\u7a0b\u5e08\u4f1a\u82b1\u66f4\u591a\u65f6\u95f4\u505a\u8bbe\u8ba1\u3001\u505a\u67b6\u6784\uff0c\u628a\u5199\u4ee3\u7801\u7684\u5de5\u4f5c\u4ea4\u7ed9 AI\uff0c\u518d\u5b9a\u671f\u53bb\u6307\u5bfc\u3001\u4fee\u6b63\u3002<\/p>\n<p>\u6d4b\u8bd5\u4e5f\u8981\u201d\u5de6\u79fb\u201d\u3001\u66f4\u524d\u7f6e\u5730\u53bb\u60f3\u6e05\u695a\u9488\u5bf9\u5404\u79cd case \u7684 eval\uff08\u8bc4\u4f30\uff09\u2014\u2014\u8981\u6709\u73af\u5883\uff0c\u8981\u5bf9\u5f00\u653e\u5f0f\u7b54\u6848\u6709\u8981\u6c42\uff0c\u751a\u81f3\u5305\u62ec alignment\uff08\u5bf9\u9f50\uff09\uff0c\u600e\u4e48\u5bf9\u9f50\u5230\u7528\u6237\u6240\u9700\u8981\u7684\u90a3\u79cd\u98ce\u683c\u3002\u6211\u611f\u89c9\u4eca\u5929 AI \u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8981\u6c42\u7684\u80fd\u529b\u5176\u5b9e\u66f4\u5168\u9762\u4e86\u3002<\/p>\n<p>\u6df7\u5143 3 \u505a\u4e86\u4ec0\u4e48\u6539\u53d8<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u90a3\u6211\u95ee\u4e00\u4e0b\u6df7\u5143 3\u3002\u5927\u5bb6\u90fd\u5728\u8bf4\u6df7\u5143 3 \u662f\u4f60\u5728\u817e\u8baf\u7684\u9996\u79c0\uff0c\u5177\u4f53\u505a\u4e86\u4ec0\u4e48\u6539\u53d8\uff0c\u80fd\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e0b\u5417\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u5176\u5b9e\u6ca1\u4ec0\u4e48\u79d8\u5bc6\u3002\u4eca\u5929\u505a\u5927\u6a21\u578b\u662f\u4e00\u4ef6\u6bd4\u8f83\u201d\u82e6\u201d\u7684\u4e8b\u60c5\u2014\u2014\u6211\u4eec\u5e94\u8be5\u628a infrastructure \u505a\u597d\u3001\u628a\u6570\u636e\u505a\u597d\uff0c\u7b97\u6cd5\u7684\u90e8\u5206\u53cd\u800c\u662f\u6bd4\u8f83\u7b80\u5355\u7684\u3002\u4e3b\u8981\u6709\u51e0\u4e2a\u70b9\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u6211\u4eec\u5bf9 infrastructure \u8fdb\u884c\u4e86\u91cd\u5efa\uff0c\u65e0\u8bba\u662f\u9884\u8bad\u7ec3\u8fd8\u662f\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u6211\u4eec\u5728\u6570\u636e\u548c\u8bc4\u4f30\u4e0a\u505a\u4e86\u5f88\u591a\u5927\u7684\u6539\u53d8\uff1a\u5982\u4f55\u5b9a\u4e49\u66f4\u771f\u5b9e\u7684\u95ee\u9898\uff0c\u5982\u4f55\u4e30\u5bcc\u6570\u636e\u7684 taxonomy\uff08\u5206\u7c7b\u6cd5\uff09\uff0c\u5982\u4f55\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u6c38\u65e0\u6b62\u5883\u7684\u8ffd\u6c42\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u89c9\u5f97\u5f88\u91cd\u8981\u7684\u662f\uff0c\u5f88\u591a\u51b3\u7b56\u5176\u5b9e\u6ca1\u6709\u6e05\u6670\u7684\u516c\u5f0f\u3002\u5305\u62ec\u600e\u4e48\u62db\u4eba\u3001\u600e\u4e48\u8bbe\u7acb\u6a21\u578b\u7684\u8282\u594f\uff0c\u6bcf\u5929\u90fd\u6709\u5f88\u591a decision \u8981\u8003\u8651\u5f88\u591a tradeoff\uff0c\u53ef\u80fd\u66f4\u662f\u4e00\u4ef6\u7531 taste\uff08\u5ba1\u7f8e\u54c1\u5473\uff09\u9a71\u52a8\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u5982\u4f55\u770b\u5f85 co-design\uff1a\u6a21\u578b\u4e0e\u4ea7\u54c1\u7684\u534f\u540c<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6211\u633a\u597d\u5947\u60f3\u95ee\u4f60\u4e00\u4e2a\u95ee\u9898\u3002\u4f60\u521a\u521a\u8ddf\u6211\u8ba8\u8bba codesign \u8fd9\u4e2a\u6982\u5ff5\uff0c\u6211\u4e5f\u5f88\u597d\u5947\u4f60\u662f\u600e\u4e48\u60f3\u7684\u2014\u2014\u4f60\u89c9\u5f97\u54ea\u4e9b\u4e8b\u60c5\u5e94\u8be5\u662f\u6a21\u578b\u505a\u7684\uff0c\u54ea\u4e9b\u5e94\u8be5\u662f\u4ea7\u54c1\u505a\u7684\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u6211\u89c9\u5f97 codesign \u5728\u4e0d\u540c\u9636\u6bb5\u4e00\u76f4\u5728\u53d8\u5316\uff0c\u8fd9\u79cd\u53d8\u5316\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u5347\u7ea7\u800c\u53d8\u5316\u7684\uff0c\u5f53\u7136\u884c\u4e1a\u3001\u5e02\u573a\u3001\u7528\u6237\u9700\u6c42\u7684\u53d8\u5316\u4e5f\u4f1a\u5e26\u6765\u6a21\u578b\u548c\u4ea7\u54c1\u4e24\u8fb9\u90fd\u9700\u8981\u66f4\u597d\u53bb\u6ee1\u8db3\u3002\u7ed9\u6211\u6bd4\u8f83\u6df1\u7684\u4e00\u4e2a\u611f\u53d7\u662f\u201d\u600e\u4e48\u53bb\u5bf9\u9f50\u201d\u3002<\/p>\n<p>\u6211\u4eec\u4e00\u8d77\u505a\u4ea7\u54c1\u3001\u505a alignment \u7684\u65f6\u5019\uff0c\u6709\u5f88\u591a\u4e0d\u540c\u7684\u89d2\u8272\uff1a\u4ea7\u54c1\u8981\u9488\u5bf9\u67d0\u4e2a\u65b9\u5411\u89e3\u51b3\u95ee\u9898\uff0c\u6a21\u578b\u5230\u5e95\u600e\u4e48\u6ee1\u8db3\u8fd9\u4e2a\u9700\u6c42\uff1f\u540c\u65f6\u6a21\u578b\u9700\u8981\u6570\u636e\uff0c\u6570\u636e\u5e94\u8be5\u600e\u4e48\u6807\u6ce8\u3001\u6807\u5230\u4ec0\u4e48\u9897\u7c92\u5ea6\uff0c\u4ec0\u4e48\u662f\u597d\u7684\u6807\u6ce8\u3001\u4ec0\u4e48\u662f\u4e0d\u597d\u7684\u6807\u6ce8\uff08\u6709\u4e9b\u5730\u65b9\u8981\u5956\u52b1\uff0c\u6709\u4e9b\u5730\u65b9\u8981\u60e9\u7f5a\uff09\uff0c\u8fd8\u6709\u8bc4\u6d4b\u2014\u2014\u5982\u679c\u4ea7\u54c1\u8ba4\u4e3a\u597d\u7684\u4f53\u9a8c\uff0c\u8bc4\u6d4b\u5e76\u4e0d\u8ba4\u540c\uff0c\u90a3\u5927\u5bb6\u505a\u51fa\u6765\u7684\u4e1c\u897f\u5c31\u4f1a\u4e0d\u4e00\u81f4\u3002<\/p>\n<p>\u6240\u4ee5 codesign \u7ed9\u6211\u7684\u611f\u53d7\u66f4\u591a\u662f\uff1a\u9879\u76ee\u7ec4\u91cc\u4e0d\u540c\u89d2\u8272\u4e00\u8d77\u53c2\u4e0e\u4ea7\u54c1\u8bbe\u8ba1\u3001\u5b9a\u4e49\u4ea7\u54c1\u7684\u76ee\u6807\u65b9\u5411\uff0c\u8ba9\u591a\u4e2a\u89d2\u8272\u5bf9\u4e00\u4e9b\u5f00\u653e\u5f0f\u95ee\u9898\u6709\u6bd4\u8f83\u597d\u7684\u5bf9\u9f50\u3002\u5982\u679c\u6ca1\u505a\u5230\u8fd9\u79cd\u5bf9\u9f50\uff0c\u4f60\u4f1a\u53d1\u73b0\u4ea7\u54c1\u7684\u884c\u4e3a\u4e0d\u53ef\u9884\u6d4b\u3001\u751a\u81f3\u6709\u968f\u673a\u6027\uff0c\u56e0\u4e3a\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u80fd\u4e5f\u88ab\u6df7\u6dc6\u4e86\u3002\u8fd9\u662f\u6211\u8fd9\u4e24\u5e74\u8ddf\u6a21\u578b\u56e2\u961f\u505a codesign \u4e00\u4e2a\u6bd4\u8f83\u6df1\u7684\u611f\u53d7\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u5bf9\u3002\u6211\u89c9\u5f97\u6700\u96be\u7684\u4e00\u70b9\u5c31\u662f\u8981\u5efa\u7acb trust\uff08\u4fe1\u4efb\uff09\uff0c\u800c\u4e14\u540c\u7406\u5fc3\u5f88\u91cd\u8981\u3002\u56e0\u4e3a\u8bf4\u5230\u5e95\uff0c\u505a\u6a21\u578b\u7684\u76ee\u6807\u548c\u505a\u4ea7\u54c1\u7684\u76ee\u6807\uff0c\u6709\u5f88\u591a align \u7684\u90e8\u5206\uff0c\u4e5f\u6709\u5f88\u591a\u4e0d align \u7684\u90e8\u5206\u2014\u2014\u505a\u6a21\u578b\u7684\u4eba\u5e0c\u671b\u80fd\u529b\u8d8a\u5f3a\u8d8a\u597d\uff0c\u505a\u4ea7\u54c1\u7684\u4eba\u5e0c\u671b\u7528\u6237\u9700\u6c42\u6ee1\u8db3\u5f97\u8d8a\u597d\uff0c\u5929\u7136\u6709\u5f88\u591a\u51b2\u7a81\u3002\u6240\u4ee5\u5f88\u91cd\u8981\u7684\u4e00\u70b9\uff0c\u662f\u8981\u6709\u6362\u4f4d\u601d\u8003\u7684\u80fd\u529b\u3002<\/p>\n<p>\u5176\u5b9e\u4f60\u521a\u95ee\u6211\u4eec\u662f\u600e\u4e48\u4e00\u6b65\u6b65\u505a\u5230\u6df7\u5143 3 \u7684\uff0c\u6709\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u7ec6\u8282\uff1a\u6211\u4eec\u5f53\u65f6\u6d3e\u4e86\u540e\u8bad\u7ec3\u6700\u5f3a\u7684\u9aa8\u5e72\u529b\u91cf\u53bb\u5e2e\u5143\u5b9d\uff0c\u5148\u628a\u57fa\u4e8e DeepSeek \u7684\u90a3\u4e00\u7248\u540e\u8bad\u7ec3\u505a\u597d\u3002<\/p>\n<p>\u56e0\u4e3a\u90a3\u65f6\u5019\u6211\u4eec\u81ea\u5df1\u7684\u9884\u8bad\u7ec3\u8fd8\u6ca1 ready\uff0c\u4f46\u6211\u4eec\u77e5\u9053\uff0c\u7ef4\u62a4\u597d\u8fd9\u6837\u7684\u4ea7\u54c1\u548c\u5b83\u7684 DAU\uff0c\u5bf9\u6211\u4eec\u63a5\u4e0b\u6765\u505a\u6a21\u578b\u4f1a\u53d8\u5f97\u975e\u5e38\u91cd\u8981\uff0c\u5bf9\u957f\u671f\u5408\u4f5c\u4e5f\u975e\u5e38\u91cd\u8981\u3002\u5f53\u65f6\u5f88\u591a\u7b97\u6cd5\u540c\u5b66\u4e0d\u7406\u89e3\uff0c\u6211\u9700\u8981\u5f88\u52aa\u529b\u5730\u53bb\u89e3\u91ca\u3002<\/p>\n<p>\u4f46\u73b0\u5728\u770b\uff0c\u8fd9\u4e9b\u52aa\u529b\u90fd payoff\uff08\u6709\u56de\u62a5\uff09\u4e86\u2014\u2014\u8fd9\u4e2a\u52a8\u4f5c\u8ba9\u4ea7\u54c1\u65b9\u610f\u8bc6\u5230\uff0c\u505a\u6a21\u578b\u7684\u540c\u5b66\u662f\u771f\u7684\u5728\u4e3a\u4ea7\u54c1\u7740\u60f3\u3002\u8fd9\u5bf9\u6211\u4eec\u4e4b\u540e\u7684\u5408\u4f5c\u3001\u5305\u62ec\u6df7\u5143 3 \u5728\u5143\u5b9d\u4e0a\u6210\u529f\u4e0a\u7ebf\uff0c\u90fd\u8d77\u4e86\u975e\u5e38\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5f53\u7136\u6709\u5f88\u591a\u6280\u672f\u90e8\u5206\u53ef\u4ee5\u63a2\u8ba8\uff0c\u4f46\u6211\u89c9\u5f97\u6700\u96be\u7684\u90e8\u5206\u53cd\u800c\u662f\u600e\u4e48\u5efa\u7acb\u4fe1\u4efb\u3001\u600e\u4e48\u6362\u4f4d\u601d\u8003\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u5bf9\uff0c\u975e\u5e38\u8ba4\u540c\u3002<\/p>\n<p>\u4ece ReAct \u5230\u4eca\u5929\uff1a\u51e0\u5e74\u524d\u7684\u9884\u6d4b\u5151\u73b0\u4e86\u5417<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6362\u4e2a\u8bdd\u9898\u3002\u4f60\u662f ReAct \u7684\u63d0\u51fa\u8005\uff0c\u535a\u58eb\u7814\u7a76\u4e5f\u56f4\u7ed5\u8bed\u8a00\u667a\u80fd\u4f53\uff08Agent\uff09\u5c55\u5f00\u3002\u4f60\u51e0\u5e74\u524d\u7684\u4e00\u4e9b\u89c2\u70b9\uff0c\u5230\u4eca\u5929\u5151\u73b0\u4e86\u5417\uff1f\u54ea\u4e9b\u5151\u73b0\u4e86\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u90a3\u5929\u6211\u8fd8\u633a\u611f\u53f9\u7684\uff0c\u56e0\u4e3a\u6211\u91cd\u65b0\u8bfb\u4e86\u81ea\u5df1\u7684\u535a\u58eb\u8bba\u6587\uff0c\u611f\u89c9\u56de\u5230\u4e86\u4e00\u4e2a\u5f88\u201d\u8fdc\u53e4\u201d\u7684\u65f6\u4ee3\u3002\u6211\u535a\u58eb\u8bba\u6587\u7684\u9898\u76ee\u53eb\u300aLanguage Agent: from next token prediction to digital automation\u300b\uff08\u8bed\u8a00\u667a\u80fd\u4f53\uff1a\u4ece\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5230\u6570\u5b57\u81ea\u52a8\u5316\uff09\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u90a3\u662f\u54ea\u4e00\u5e74\uff1f19 \u5e74\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> 19 \u5e74\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u4e03\u5e74\u524d\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u90a3\u65f6\u5019 literally \u5c31\u662f GPT-2 \u7684\u65f6\u4ee3\uff0c\u5b83\u5f53\u65f6\u53ea\u80fd\u505a next token prediction\uff0c\u4ea7\u751f\u7684\u4e00\u6bb5\u8bdd\u8fd8\u4e0d\u592a\u8fde\u7eed\u3001\u6709\u5f88\u591a\u6bdb\u523a\uff0c\u6240\u4ee5\u4eba\u4eec\u5f88\u96be\u60f3\u8c61\u5b83\u6709\u4e00\u5929\u4f1a\u6210\u4e3a\u6539\u53d8\u4e16\u754c\u7684\u529b\u91cf\u3002<\/p>\n<p>\u5f53\u65f6\u5927\u5bb6\u505a\u7684\u7814\u7a76\u7a0d\u5fae\u6709\u70b9\u60f3\u8c61\u529b\u7684\uff0c\u6bd4\u5982\u8f93\u5165\u201d\u4e2d\u56fd\u7684\u9996\u90fd\u201d\uff0c\u505a next token prediction \u5b83\u4f1a\u56de\u7b54\u201d\u5317\u4eac\u201d\u2014\u2014\u80fd\u505a\u5230\u8fd9\u70b9\u5927\u5bb6\u5c31\u5df2\u7ecf\u5f88\u5f00\u5fc3\u4e86\uff0c\u89c9\u5f97\u8fd9\u662f\u4e2a\u5f88\u6709\u610f\u601d\u7684\u57fa\u7840\u3002<\/p>\n<p>\u6211\u5f53\u65f6\u7684\u60f3\u8c61\u529b\u53ef\u80fd\u6bd4\u8f83\u72c2\u91ce\uff1a\u6211\u89c9\u5f97 GPT \u662f\u4e2a\u975e\u5e38\u4f18\u7f8e\u7684\u4e1c\u897f\uff0c\u5410\u51fa\u4e0b\u4e00\u4e2a token \u662f\u4e00\u4ef6\u6781\u7b80\u53c8\u6781\u5176\u901a\u7528\u7684\u4e8b\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u5b83\u6709\u4e00\u5929\u7684\u6f5c\u529b\u4e0d\u4ec5\u5728\u4e8e\u5410\u51fa\u4e0b\u4e00\u4e2a token\uff0c\u800c\u5728\u4e8e\u628a\u8fd9\u4e2a\u4e16\u754c\u4e0a\u6240\u6709\u7684\u4e8b\u60c5\u5168\u90e8 automate\uff08\u81ea\u52a8\u5316\uff09\u3002<\/p>\n<p>\u5f53\u7136\u6211\u5f53\u65f6\u60f3\u7684\u53ef\u80fd\u8fd8\u4e0d\u591f\u5927\uff0c\u6211\u60f3\u7684\u662f digital automation\uff08\u6570\u5b57\u81ea\u52a8\u5316\uff09\uff0c\u4f46\u73b0\u5728\u770b\u53ef\u80fd\u662f digital and physical automation\uff08\u6570\u5b57\u4e0e\u7269\u7406\u81ea\u52a8\u5316\uff09\u3002<\/p>\n<p>\u6211\u535a\u58eb\u671f\u95f4\u4e3b\u8981\u505a\u4e24\u90e8\u5206\u3002\u7b2c\u4e00\u90e8\u5206\u662f\u5efa\u7acb\u4e00\u5957 agent \u7684\u65b9\u6cd5\u8bba\uff1a\u5982\u4f55\u628a\u4e00\u4e2a next token prediction \u7684\u673a\u5668\u53d8\u6210\u4e00\u4e2a agent\u3001\u53d8\u6210\u4e00\u53f0\u81ea\u52a8\u5316\u7684\u673a\u5668\u3002\u6700\u91cd\u8981\u7684\u4e00\u7bc7\u5de5\u4f5c\u5c31\u662f ReAct\u3002<\/p>\n<p>\u6211\u8fd8\u8bb0\u5f97 2022 \u5e74 7 \u6708\u67d0\u5929\u665a\u4e0a\uff0c\u6211\u7b2c\u4e00\u6b21\u628a\u5f53\u65f6\u7684\u8bed\u8a00\u6a21\u578b API \u548c\u6211\u81ea\u5df1\u624b\u5199\u7684\u4e00\u4e2a Wikipedia API \u63a5\u5728\u4e00\u8d77\uff0c\u5b83\u7b2c\u4e00\u6b21\u80fd\u57fa\u4e8e\u7f51\u9875\u56de\u7b54\u95ee\u9898\u3001\u5e76\u4e14\u505a\u591a\u8f6e\u4ea4\u4e92\u3002\u90a3\u4e00\u523b\u5c31\u50cf\u5fae\u5f31\u7684\u706f\u4e1d\u7a81\u7136\u4eae\u8d77\u6765\u4e00\u6837\u3002<\/p>\n<p>\u636e\u6211\u6240\u77e5\uff0c\u8fd9\u53ef\u80fd\u662f\u4eba\u7c7b\u7b2c\u4e00\u6b21\u628a LLM \u548c\u771f\u6b63\u7684\u4e92\u8054\u7f51\u8fde\u5728\u4e00\u8d77\u3001\u5e76\u505a\u591a\u8f6e\u4ea4\u4e92\u3002\u6211\u5f53\u65f6\u7684\u611f\u89c9\u662f\uff1aOK\uff0c\u8fd9\u4ef6\u4e8b\u53ef\u80fd\u5728\u4e94\u5e74\u6216\u5341\u5e74\u5185\u4f1a\u6539\u53d8\u4e16\u754c\u2014\u2014\u4f46\u540e\u6765\u53d1\u751f\u5f97\u6bd4\u6211\u60f3\u7684\u8fd8\u8981\u5feb\u3002<\/p>\n<p>\u6211\u8bb0\u5f97\u5f53\u65f6\u5c31\u89c9\u5f97\uff0c\u5982\u679c\u8fd9\u4ef6\u4e8b\u80fd\u505a\u6210\uff0c\u90a3\u5b83\u663e\u7136\u4f1a\u5e26\u6765\u5de8\u5927\u7684\u4ef7\u503c\u3002\u5f53\u65f6\u60f3\u7684\u53ef\u80fd\u662f\u51e0\u767e\u4ebf\u3001\u4e0a\u5343\u4ebf\uff0c\u73b0\u5728\u770b\u53ef\u80fd\u662f\u6570\u4e07\u4ebf\u3001\u6570\u5341\u4e07\u4ebf\uff0c\u6211\u60f3\u7684\u8fd8\u662f\u592a\u5c0f\u4e86\u3002<\/p>\n<p>\u53e6\u4e00\u90e8\u5206\u5de5\u4f5c\u662f\u600e\u4e48\u53bb\u5b9a\u4e49 digital automation \u7684\u4efb\u52a1\u3002\u6bd4\u5982 WebShop \u662f\u7b2c\u4e00\u4e2a\u4e92\u8054\u7f51 web agent \u7684 task\uff0cInterCode \u662f\u6700\u65e9\u7684 coding agent \u4efb\u52a1\u3002\u73b0\u5728\u770b\uff0cagent \u6280\u672f\u6700\u91cd\u8981\u7684\u4e24\u4e2a\u90e8\u5206\uff0c\u53ef\u80fd\u786e\u5b9e\u5c31\u662f web agent \u548c coding agent\u3002<\/p>\n<p>\u90a3\u5929\u6211\u8fd8\u5728\u7fa4\u91cc\u8ddf\u5927\u5bb6\u804a\uff0c\u6211\u770b\u6211\u535a\u58eb\u8bba\u6587\u7ed3\u5c3e\u5728 2024 \u5e74\u5199\u7684 future work\uff1a\u7b2c\u4e00\u662f train models for agent\uff08\u4e3a\u667a\u80fd\u4f53\u8bad\u7ec3\u6a21\u578b\uff09\uff0c\u7b2c\u4e8c\u662f safe and robust deployment\uff08\u5b89\u5168\u4e14\u7a33\u5065\u7684\u90e8\u7f72\uff09\uff0c\u7b2c\u4e09\u662f scientific discovery\uff08\u79d1\u5b66\u53d1\u73b0\uff09\uff0c\u7b2c\u56db\u662f\u600e\u4e48\u53bb help human\uff08\u5e2e\u52a9\u4eba\u7c7b\uff09\u3002<\/p>\n<p>\u6211\u633a\u611f\u53f9\u7684\u2014\u2014\u6211\u73b0\u5728\u5f88\u5e78\u8fd0\uff0c\u786e\u5b9e\u5728\u505a\u5f53\u65f6\u5217\u7684\u8fd9\u4e9b future direction\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u4f60\u7684 prediction \u592a\u5389\u5bb3\u4e86\uff0c\u80fd\u770b\u5230\u6574\u4e2a\u884c\u4e1a\u90fd\u5728\u5f80\u8fd9\u4e9b\u65b9\u5411\u63a8\u8fdb\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u53ef\u80fd\u60f3\u7684\u8fd8\u662f\u4e0d\u591f\u5927\u3002\u6211\u5f53\u65f6\u5df2\u7ecf\u89c9\u5f97\u81ea\u5df1\u60f3\u5f97\u591f\u5927\u4e86\uff0c\u4f46\u53ef\u80fd\u8fd8\u662f\u4e0d\u591f\u2014\u2014\u6280\u672f\u7684\u53d1\u5c55\u5f80\u5f80\u8d85\u4e4e\u6211\u4eec\u7684\u9884\u671f\u3002<\/p>\n<p>\u4e0b\u4e00\u4ee3\u6a21\u578b\u7684\u7814\u53d1\u4fa7\u91cd\uff1acoding\u3001\u4f53\u7cfb\u5316\u3001\u4ea7\u54c1\u56de\u6d41\u4e0e\u60f3\u8c61\u529b<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u6211\u518d\u8f6c\u4e00\u70b9\u3002\u4eca\u5929\u5927\u5bb6\u90fd\u8bf4\u667a\u80fd\u4f53\u9700\u8981\u6d88\u8017\u5f88\u591a token\uff0c\u90a3\u5bf9\u6df7\u5143\u505a\u4e0b\u4e00\u4ee3\u6a21\u578b\u7684\u7814\u53d1\uff0c\u4f60\u89c9\u5f97\u4fa7\u91cd\u70b9\u662f\u4ec0\u4e48\uff1f\u54ea\u4e9b\u5730\u65b9\u6bd4\u8f83\u91cd\u8981\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6211\u89c9\u5f97\u6beb\u65e0\u7591\u95ee\uff0c\u4eca\u5929\u7684 agent\u3001\u6216\u8005\u8bf4 coding agent\uff0c\u5c31\u6709\u70b9\u50cf\u9884\u8bad\u7ec3\u4e00\u6837\uff0c\u662f\u4e00\u4ef6\u4e0d\u5f97\u4e0d\u505a\u7684\u4e8b\uff0c\u662f\u6700\u57fa\u7840\u7684\u80fd\u529b\u3002<\/p>\n<p>\u6211\u4e2a\u4eba\u89c9\u5f97 coding \u975e\u5e38\u672c\u8d28\uff0c\u539f\u56e0\u5f88\u591a\uff0c\u4f46\u8fd8\u6709\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u539f\u56e0\uff1a\u5b83\u6709\u70b9\u50cf\u56fe\u7075\u5b8c\u5907\u2014\u2014\u5f53\u4f60\u80fd\u63a7\u5236\u81ea\u5df1\u7684 file system\u3001\u6709\u4e00\u4e2a container \u7684\u65f6\u5019\uff0c\u4f60\u5176\u5b9e\u5c31\u662f\u4e00\u4e2a complete \u7684 system\u3002<\/p>\n<p>\u4eca\u5929 agent \u6beb\u65e0\u7591\u95ee\u662f\u6bcf\u4e00\u5bb6\u6a21\u578b\u53d1\u529b\u7684\u91cd\u70b9\uff0c\u800c\u6211\u4eec\u505a\u7684\u65b9\u6cd5\u53ef\u80fd\u6709\u51e0\u4e2a\u533a\u522b\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u5373\u4f7f\u4eca\u5929 coding \u662f\u6700\u91cd\u8981\u7684\u4e8b\uff0c\u6211\u4eec\u8fd8\u662f\u4f1a\u5f3a\u8c03\u201d\u4f53\u7cfb\u7684\u5168\u9762\u5316\u201d\u3002\u6211\u59cb\u7ec8\u8ba4\u4e3a\uff0c\u771f\u6b63\u8981\u628a coding \u505a\u597d\uff0c\u9700\u8981\u7684\u8fdc\u4e0d\u6b62 coding \u7684\u6570\u636e\uff0c\u4f60\u8fd8\u9700\u8981\u804a\u5929\u3001instruction following\uff08\u6307\u4ee4\u9075\u5faa\uff09\u3001\u63a8\u7406\u7b49\u5404\u79cd\u5404\u6837\u7684\u80fd\u529b\u2014\u2014\u56e0\u4e3a\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\u6cdb\u5316\u6027\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u4ea7\u54c1\u7684\u4f5c\u7528\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u5982\u4f55\u5229\u7528\u597d\u7ebf\u4e0a\u7684\u6570\u636e\u56de\u6d41\uff0c\u662f\u6bcf\u4e00\u4e2a\u6a21\u578b\u5382\u5546\u90fd\u5728\u601d\u8003\u548c\u5e94\u5bf9\u7684\u95ee\u9898\uff0c\u8fd9\u91cc\u6211\u4eec\u524d\u9762\u8bf4\u7684\u5f88\u591a codesign \u7ecf\u9a8c\u4f1a\u53d8\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u8fd8\u662f\u9700\u8981\u66f4\u591a\u60f3\u8c61\u529b\u3002\u65e0\u8bba\u662f\u6280\u672f\u7684\u6f14\u8fdb\u3001\u4ea7\u54c1\u7684\u6f14\u8fdb\uff0c\u8fd8\u662f\u4e0b\u4e00\u4e2a\u8303\u5f0f\u7684\u6f14\u8fdb\uff0c\u6211\u4eec\u90fd\u8fd8\u9700\u8981\u505a\u4e00\u4e9b\u63a2\u7d22\u6027\u7684\u3001\u751a\u81f3\u5e26\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u6027\u4ef7\u6bd4\u7684\u672c\u8d28\uff1a\u6027\u80fd\u4f18\u5148\uff0c\u6210\u672c\u5176\u6b21\uff0c\u5c0f\u6a21\u578b\u505a\u5927\u4e8b<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u5bf9\uff0c\u4ece\u4ea7\u54c1\u4fa7\u770b\uff0c\u5927\u5bb6\u8d8a\u6765\u8d8a\u591a\u6709\u201dtoken \u7126\u8651\u201d\u7684\u58f0\u97f3\uff0ctoken \u6210\u672c\u5728\u6301\u7eed\u589e\u957f\u3002\u6211\u4e5f\u542c\u5230\u5f88\u591a\u5ba2\u6237\u3001\u751a\u81f3\u8eab\u8fb9\u7684\u540c\u4e8b\uff0c\u90fd\u5728\u7d27\u76ef\u79ef\u5206\u6216 token \u7684\u6d88\u8017\u3002<\/p>\n<p>\u90a3\u600e\u4e48\u80fd\u8ba9\u6a21\u578b\u5728\u89e3\u51b3\u67d0\u4e2a\u95ee\u9898\u3001\u5b8c\u6210\u67d0\u4e2a\u4efb\u52a1\u65f6 token \u6548\u7387\u6700\u9ad8\uff1f\u6211\u4e4b\u524d\u505a\u8fc7\u4e00\u4e9b\u4efb\u52a1\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u5c1d\u8bd5\u4e0d\u540c\u65b9\u5411\uff0c\u6709\u4e9b\u65b9\u5411\u5176\u5b9e\u660e\u77e5\u9053\u8d70\u4e0d\u4e0b\u53bb\uff0c\u4f46\u5b83\u8fd8\u662f\u4f1a\u8bd5\uff0c\u8bd5\u5b8c\u624d\u77e5\u9053\u8d70\u4e0d\u901a\u518d\u6362\u4e0b\u4e00\u4e2a\u3002\u8fd9\u91cc\u9762\u6709\u4ec0\u4e48\u53ef\u4ee5 optimize \u7684\u5730\u65b9\uff0c\u8ba9 token \u4f7f\u7528\u6548\u7387\u66f4\u9ad8\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u4eca\u5929\u5728\u4e2d\u56fd\u5927\u5bb6\u8ba8\u8bba\u6027\u4ef7\u6bd4\uff0c\u53ef\u80fd\u66f4\u591a\u5728\u8ba8\u8bba\u6a21\u578b\u67b6\u6784\uff0c\u4f46\u5b83\u5176\u5b9e\u662f\u4e2a\u5f88\u590d\u6742\u7684\u4f53\u7cfb\u3002\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u9996\u5148\u662f performance\uff08\u6027\u80fd\uff09\u3002\u5f88\u591a\u4eba\u8ddf\u6211\u8bf4\uff0c\u4ed6\u4eec\u6700\u540e\u53d1\u73b0\u7528 Opus \u8fd9\u6837\u7684\u6a21\u578b\uff0c\u53cd\u800c\u6bd4\u7528\u66f4\u5dee\u7684\u6a21\u578b\u66f4\u7701\u94b1\u2014\u2014\u56e0\u4e3a\u66f4\u5feb\u5c31\u628a\u4e8b\u60c5\u505a\u5bf9\u4e86\uff0c\u4e5f\u7701\u4e86\u4eba\u7684\u7cbe\u529b\u3002\u6240\u4ee5\u6027\u80fd\u5176\u5b9e\u624d\u662f\u6027\u4ef7\u6bd4\u6700\u5173\u952e\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u5c24\u5176\u662f\u4eca\u5e74\uff0c\u5f88\u591a\u7b80\u5355\u4efb\u52a1\u7684 robustness\uff08\u7a33\u5b9a\u6027\uff09\u4f1a\u53d8\u5f97\u66f4\u91cd\u8981\uff1a\u5982\u4f55\u4e00\u6b21\u5c31\u628a\u76f8\u5bf9\u7b80\u5355\u7684\u4efb\u52a1\u505a\u5bf9\uff0c\u8fd9\u53ef\u80fd\u662f\u6027\u4ef7\u6bd4\u66f4\u5173\u952e\u7684\u90e8\u5206\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6a21\u578b\u67b6\u6784\u3002<\/p>\n<p>\u7b2c\u4e8c\u90e8\u5206\u662f\u6210\u672c\uff0c\u6210\u672c\u672c\u8eab\u5c31\u662f\u6027\u4ef7\u6bd4\u7684\u4e00\u90e8\u5206\u3002\u6211\u89c9\u5f97\u7b2c\u4e00\u662f\u201d\u6027\u201d\u2014\u2014\u6027\u80fd\u4e0d\u597d\uff0c\u6027\u4ef7\u6bd4\u5c31\u65e0\u4ece\u8c08\u8d77\uff1b\u7b2c\u4e8c\u624d\u662f\u6210\u672c\u3002\u5728\u6210\u672c\u4e0a\uff0c\u4e2d\u56fd\u5176\u5b9e\u662f\u9886\u5148\u4e8e\u4e16\u754c\u7684\uff0c\u6211\u4eec\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\u53bb\u4f18\u5316\u6210\u672c\u3002<\/p>\n<p>\u4f46\u6211\u89c9\u5f97\u6210\u672c\u8fd9\u4ef6\u4e8b\u6700\u91cd\u8981\u7684\uff0c\u53ef\u80fd\u662f\u201d\u600e\u4e48\u7528\u4e00\u4e2a\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u628a\u66f4\u9ad8\u4ef7\u503c\u7684\u4efb\u52a1\u505a\u597d\u201d\u3002\u8fd9\u91cc\u6709\u5f88\u591a\u4e8b\u8981\u505a\uff0c\u5305\u62ec\u67b6\u6784\u521b\u65b0\u3001\u957f\u6587\u672c\u7ba1\u7406\u3001\u538b\u7f29\u7b49\u7b49\u3002<\/p>\n<p>\u4f46\u6211\u4e2a\u4eba\u7684\u770b\u6cd5\u662f\uff1a\u5982\u679c\u6211\u4eec\u80fd\u505a\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5c0f\u7684\u6a21\u578b\uff0c\u5b83\u7684\u6027\u80fd\u5374\u80fd\u6bd4\u80a9\u751a\u81f3\u8d85\u8fc7\u5927\u6a21\u578b\uff0c\u800c\u4e14\u80fd\u5728\u5927\u90e8\u5206\u4efb\u52a1\u4e0a\u505a\u5230\u5f88\u5f3a\u7684 robustness\u2014\u2014\u8fd9\u53ef\u80fd\u6bd4\u5728\u5f88\u591a\u975e\u5e38\u957f\u7a0b\u3001\u5f88 fancy \u7684\u4efb\u52a1\u4e0a\u5b9e\u73b0\u4e00\u4e24\u4e2a\u70b9\u7684\u63d0\u5347\uff0c\u5728\u4eca\u5929\u7684\u4e2d\u56fd\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n<p>agent \u7684\u4ea7\u54c1\u673a\u4f1a\u4e0e\u74f6\u9888<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6211\u4e5f\u633a\u597d\u5947\uff0cDowson\uff08\u6c64\u9053\u751f\uff09\uff0c\u4f60\u662f\u4ec0\u4e48\u65f6\u5019\u610f\u8bc6\u5230 agent \u662f\u4e00\u4e2a\u65b0\u7684\u4ea7\u54c1\u673a\u4f1a\u7684\uff1f\u4f60\u73b0\u5728\u7684\u8ba4\u77e5\u662f\u4ec0\u4e48\uff1f\u4f60\u89c9\u5f97\u6211\u4eec\u73b0\u5728\u79bb\u4e00\u4e2a\u597d\u7528\u7684 agent\uff0c\u74f6\u9888\u5728\u54ea\u91cc\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u6211\u4eec\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u505a\u7684 agent\uff0c\u5176\u5b9e\u6709\u4e0d\u540c\u7684\u4ea7\u54c1\u5f62\u6001\u3002\u5728 agent \u7684\u8bbe\u8ba1\u4e0a\uff0c\u5f88\u5927\u7a0b\u5ea6\u662f\u5c3d\u91cf\u53bb\u53d1\u6325\u597d\u6a21\u578b\u7684\u80fd\u529b\u3002\u6a21\u578b\u80fd\u529b\u8d8a\u5f3a\uff0c\u5e94\u7528\u9700\u8981\u505a\u7684\u5de5\u4f5c\u53ef\u80fd\u8d8a\u5c11\u3002<\/p>\n<p>\u8fc7\u53bb\u8fd9\u6bb5\u65f6\u95f4\u6211\u770b\u5230\u6211\u4eec\u597d\u51e0\u4e2a\u4ea7\u54c1\uff0c\u968f\u7740\u6a21\u578b\u80fd\u529b\u589e\u5f3a\uff0c\u53cd\u800c\u628a agent \u505a\u5f97\u66f4\u7b80\u5316\u4e86\u2014\u2014\u66f4\u591a\u662f\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u4e0d\u540c\u7684\u5de5\u5177\u3001\u521b\u9020\u66f4\u591a skills\uff0c\u8ba9\u6a21\u578b\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u4efb\u52a1\uff1b\u540c\u65f6\u63d0\u4f9b\u66f4\u591a\u201d\u8bb0\u5fc6\u201d\uff0c\u628a\u7528\u6237\u8fc7\u53bb\u7684\u4f7f\u7528\u4e60\u60ef\u3001\u80fd\u63d0\u53d6\u51fa\u7684 preference \u4fe1\u606f\uff0c\u4f5c\u4e3a\u4e0a\u4e0b\u6587 feed \u7ed9\u6a21\u578b\u3002<\/p>\n<p>\u5728 coding \u73af\u5883\u91cc\u7ed9\u6a21\u578b\u76f8\u5173\u7684 context\uff0c\u5728 Workbody \u8fd9\u79cd\u529e\u516c\u534f\u4f5c\u3001PPT \u573a\u666f\u91cc\uff0c\u9700\u8981\u5173\u6ce8\u548c\u7ed9\u5230\u6a21\u578b\u7684 context \u53c8\u4e0d\u4e00\u6837\u3002\u6240\u4ee5\u505a\u4e0d\u540c\u7684 agent\uff0c\u66f4\u91cd\u8981\u7684\u8fd8\u662f\u4e86\u89e3\u90a3\u4e2a\u573a\u666f\u4e0b\u4ec0\u4e48\u5185\u5bb9\u3001\u4ec0\u4e48\u4fe1\u606f\u662f\u91cd\u8981\u4e14 relevant \u7684\uff0c\u80fd\u8ddf\u6a21\u578b\u914d\u5408\u597d\uff0c\u8ba9\u6a21\u578b\u65e2\u6709\u5b83\u9700\u8981\u7684\u4fe1\u606f\uff0c\u53c8\u80fd\u53d1\u6325\u5b83\u7684\u80fd\u529b\u3002<\/p>\n<p>agent \u65f6\u4ee3\u7684\u7814\u53d1\u4e0e\u7ec4\u7ec7\u53d8\u9769<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong> \u6700\u8fd1\u6211\u4eec\u786e\u5b9e\u63a8\u51fa\u4e86\u50cf Workbody \u8fd9\u6837\u53e3\u7891\u5f88\u4e0d\u9519\u7684\u4ea7\u54c1\uff0c\u80cc\u540e\u662f\u5f88\u591a\u5c0f\u56e2\u961f\u5728\u5feb\u901f\u8fed\u4ee3\u3002\u6211\u633a\u597d\u5947\uff0c\u76f8\u5bf9\u4e8e\u4f20\u7edf\u7684\u4ea7\u54c1\u7814\u53d1\uff0c\u4f60\u89c9\u5f97\u5728 agent \u65f6\u4ee3\uff0c\u4ea7\u54c1\u56e2\u961f\u7684\u7814\u53d1\u548c\u7ec4\u7ec7\u7ba1\u7406\u53d1\u751f\u4e86\u4ec0\u4e48\u53d8\u5316\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong> \u524d\u4e00\u9635\u5b50\u6211\u53bb Workbody \u56e2\u961f\u505a\u4e86\u4e00\u6b21\u7ec4\u7ec7\u8d70\u8bbf\uff0c\u770b\u5230\u4ed6\u4eec\u975e\u5e38\u6241\u5e73\u5316\u7684\u7ec4\u7ec7\uff0c\u8ddf\u6211\u4eec\u8fc7\u53bb\u5176\u4ed6\u4ea7\u54c1\u7684\u7ec4\u7ec7\u67b6\u6784\u6709\u5f88\u5927\u5dee\u5f02\u2014\u2014\u66f4\u591a\u662f\u4e09\u4e94\u4e2a\u4eba\u7684\u5c0f\u56e2\u961f\uff0c\u56f4\u7ed5\u67d0\u4e00\u4e2a\u9886\u57df\u53bb\u505a\u653b\u5173\uff0c\u800c\u4e14\u6709\u5f88\u591a\u5b9e\u9a8c\u3002\u6240\u4ee5\u8981\u652f\u6301\u597d\u5e95\u5c42\u7684 AI Infra 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