{"id":793703,"date":"2026-06-05T14:37:30","date_gmt":"2026-06-05T06:37:30","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=793703"},"modified":"2026-06-05T14:37:30","modified_gmt":"2026-06-05T06:37:30","slug":"%e5%a7%9a%e9%a1%ba%e9%9b%a8%e6%b1%a4%e9%81%93%e7%94%9f%e5%af%b9%e8%b0%88%e5%ae%9e%e5%bd%95%ef%bc%9a%e5%8a%a0%e5%85%a5%e8%85%be%e8%ae%af%e6%98%af%e5%9b%a0%e4%b8%ba%e5%9d%a6%e8%af%9a%e6%96%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=793703","title":{"rendered":"\u59da\u987a\u96e8\u6c64\u9053\u751f\u5bf9\u8c08\u5b9e\u5f55\uff1a\u52a0\u5165\u817e\u8baf\u662f\u56e0\u4e3a\u201c\u5766\u8bda\u6587\u5316\u201d\uff0c\u5237\u699c\u662f\u201c\u4e0d\u597d\u7684\u503e\u5411\u201d"},"content":{"rendered":"<p><font color=\"#a5a5a5\">\u51fa\u54c1\uff5c\u300a\u6001\u5ea6\u300b\u680f\u76ee<\/font><\/p>\n<\/p>\n<p><font color=\"#a5a5a5\">\u4f5c\u8005\uff5c\u6c49\u96e8\u68e3<\/font><\/p>\n<p><font 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class=\"tag_link\">\u5fae\u4fe1<\/a>\u3001\u4f01\u4e1a\u5fae\u4fe1\u3001\u5143\u5b9d\u7b49\u9ad8\u9891\u89e6\u70b9\u53ca\u591a\u5e74\u79ef\u7d2f\u7684\u591a\u573a\u666f\u6570\u636e\uff0c\u5df2\u5728\u957f\u8dd1\u4e2d\u84c4\u529b\uff0c\u5e76\u6b63\u901a\u8fc7\u53d1\u5e03\u5546\u7528\u667a\u80fd\u4f53\u5de5\u5177\u96c6\u3001\u542f\u52a8AI\u5171\u521b\u4e91\u4e8c\u671f\uff0c\u643a\u624b\u4f19\u4f34\u63a8\u52a8\u5927\u6a21\u578b\u5728\u771f\u5b9e\u4e1a\u52a1\u6d41\u4e2d\u521b\u9020\u4ef7\u503c\u3002<\/p>\n<p><b>\u4ee5\u4e0b\u4e3a\u5bf9\u8c08\u5b9e\u5f55\uff0c\u4e3a\u65b9\u4fbf\u9605\u8bfb\u8fdb\u884c\u4e86\u4e0d\u6539\u53d8\u539f\u610f\u7684\u7f16\u8f91\uff1a<\/b><\/p>\n<p><b>\u6c64\u9053\u751f\uff1a\u4f60\u52a0\u5165\u817e\u8baf\u4e4b\u524d\uff0c\u6211\u8bb0\u5f97\u5f53\u65f6\u6211\u8fd8\u95ee\u8fc7\u4f60\u4e00\u4e9b\u95ee\u9898\uff1a\u4e3a\u4ec0\u4e48\u4f1a\u9009\u62e9\u6765\u5230\u817e\u8baf\uff0c\u800c\u4e14\u4f60\u8ba4\u4e3a AI 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\u5c31\u6ca1\u6709\u529e\u6cd5\u53bb\u505a\u5404\u79cd\u5404\u6837\u7684\u4e8b\u60c5\u3002\u6bd4\u5982\u5982\u679c\u4f60\u6ca1\u6709\u4e00\u4e2a\u70b9<a 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\u5e97\u94fa\uff0c\u90a3\u4f60\u5c31\u6ca1\u6709\u529e\u6cd5\u53bb\u70b9\u5916\u5356\uff0c\u5f88\u591a\u4e8b\u60c5\u4f60\u505a\u4e0d\u5230\u3002\u4f46\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662f Context\u3002\u65e0\u8bba\u662f\u4f01\u4e1a\u8fd8\u662f\u4e2a\u4eba\uff0c\u5c31\u50cf\u6211\u4e0a\u4e00\u6b21\u5728 HMS \u7684\u65f6\u5019\u4e00\u6837\uff0c\u6211\u89c9\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4e8b\u60c5\u662f Context\u3002<\/p>\n<p>\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\u3002\u5f88\u591a\u65f6\u5019\u4f60\u7684\u7ade\u4e89\u58c1\u5792\u5c31\u5728\u4e8e\u4f60\u6709\u6ca1\u6709\u90a3\u4e2a\u6700\u539f\u59cb\u7684\u8f93\u5165\uff0c\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4eba\u5230\u5e95\u5728\u5e72\u4ec0\u4e48\uff0c\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4f01\u4e1a\u7684\u5404\u79cd\u5404\u6837\u7684\u4fe1\u606f\u3002\u8fd9\u4e00\u70b9\uff0c\u817e\u8baf\u6709\u975e\u5e38\u5f3a\u7684\u4f18\u52bf\u3002\u4f46\u5176\u5b9e\u8fd9\u53ea\u662f\u7b2c\u4e8c\u5927\u7684\u539f\u56e0\uff0c\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u6211\u8fd8\u8bb0\u5f97\u6211\u7b2c\u4e00\u6b21\u8ddf\u4f60\u804a\u5929\u7684\u65f6\u5019\uff0c\u5305\u62ec\u548c\u5f88\u591a\u5176\u4ed6\u540c\u4f34\u7684\u8001\u677f\u4eec\u804a\u5929\u7684\u65f6\u5019\uff0c\u6211\u7684\u5370\u8c61\u5c31\u662f\u5927\u5bb6\u90fd\u975e\u5e38\u8bda\u5b9e\u3002\u54ea\u91cc\u505a\u5f97\u597d\uff0c\u54ea\u91cc\u505a\u5f97\u4e0d\u597d\uff0c\u90fd\u975e\u5e38\u76f4\u767d\uff0c\u4e0d\u4f1a\u53bb\u63a9\u76d6\u3002\u4ed6\u4eec\u4f1a\u8bf4\uff0c\u6211\u77e5\u9053\u6211\u8fd9\u91cc\u4e0d\u597d\uff0c\u6211\u77e5\u9053\u8fd9\u91cc\u5e94\u8be5\u600e\u4e48\u505a\uff0c\u4f46\u4e0d\u77e5\u9053\u5177\u4f53\u8981\u600e\u4e48\u505a\u3002\u6211\u89c9\u5f97\u8fd9\u79cd\u5766\u8bda\u662f\u7b2c\u4e00\u6761\u3002\u7b2c\u4e8c\uff0c\u6211\u89c9\u5f97\u817e\u8baf\u603b\u4f53\u662f\u4e00\u4e2a\u57fa\u4e8e Trust \u800c\u4e0d\u662f\u57fa\u4e8e Metric \u53bb\u8fd0\u8f6c\u7684\u516c\u53f8\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u5bf9\u4e8e\u505a AI \u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u5305\u62ec\u6211\u4eec\u7684\u6587\u5316\u6709\u5f88\u591a\u975e\u5e38\u6d88\u89e3\u81ea\u6211\uff08Ego\uff09\u7684\u4e00\u9762\u3002\u8fd9\u4e9b\u6587\u5316\u53ef\u80fd\u662f\u957f\u671f\u505a\u4e00\u4e2a AI \u7684\u7ec4\u7ec7\u975e\u5e38\u91cd\u8981\u7684\uff0c\u5305\u62ec\u6211\u4eec\u5bf9\u957f\u671f\u4e3b\u4e49\u7684\u575a\u6301\u3002\u6240\u4ee5\u4eca\u5929\u804a\u6700\u91cd\u8981\u7684\u662f\u4ec0\u4e48\uff1f\u6211\u4e2a\u4eba\u7684\u76ee\u6807\u5c31\u662f\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u5e94\u8be5\u5728\u4e2d\u56fd\u5efa\u7acb\u4e00\u4e2a\u957f\u671f\u7684\u57fa\u4e8e AGI \u7684\u673a\u5236\u3002\u4eca\u5929\u7684 AI \u4e3b\u8981\u6709\u4e09\u4e2a\u90e8\u5206\uff1a\u9996\u5148\u662f\u9884\u8bad\u7ec3\u7684\u90e8\u5206\uff0c\u6211\u4eec\u600e\u4e48\u6837\u628a\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u8fd9\u79cd\u57fa\u7840\u7684\u4e1c\u897f\u505a\u5f97\u975e\u5e38 Solid\uff1b\u7b2c\u4e8c\u90e8\u5206\u662f\u4ea7\u54c1\uff0c\u6211\u4eec\u600e\u4e48\u628a\u8fd9\u6837\u7684\u57fa\u7840\u771f\u6b63\u878d\u5408\u793e\u4f1a\u4ea7\u751f\u4ef7\u503c\uff1b\u7b2c\u4e09\u662f Frontier\uff0c\u6211\u4eec\u600e\u4e48\u53bb\u63a2\u7d22\u65b0\u7684\u7814\u7a76\u8303\u5f0f\uff0c\u63a2\u7d22\u65b0\u7684\u673a\u4f1a\u3002<\/p>\n<p>\u6700\u91cd\u8981\u7684\u5c31\u662f\u6211\u4eec\u8981\u6784\u5efa\u4e00\u4e2a\u975e\u5e38\u5747\u8861\u7684\u4e09\u89d2\u5f62\u7ec4\u7ec7\u3002\u5bf9\u4e8e\u505a Foundation \u6765\u8bf4\uff0c\u6700\u91cd\u8981\u7684\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\uff0c\u8fd9\u8ddf\u6211\u521a\u521a\u8bf4\u7684\u6587\u5316\u4e5f\u662f\u543b\u5408\u7684\u3002\u5bf9\u4e8e\u4ea7\u54c1\u6765\u8bf4\uff0c\u6709\u597d\u7684\u4ea7\u54c1 Sense\uff0c\u6709\u505a\u4ea7\u54c1\u7684\u7ecf\u5386\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u7b2c\u4e09\uff0c\u5728\u4e2d\u56fd\u6211\u4eec\u4eca\u5929\u53ef\u80fd\u505a\u7684\u63a2\u7d22\u8fd8\u4e0d\u591f\u591a\uff0c\u6240\u4ee5\u6211\u4e5f\u5e0c\u671b\u80fd\u628a Frontier Exploration \u7684\u7cbe\u795e\u66f4\u591a\u5730\u6ce8\u5165\u5230\u6211\u4eec\u7ec4\u7ec7\u4e2d\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u4f60\u63d0\u5230\u7684\u771f\u8bda\u3001\u52a1\u5b9e\uff0c\u5176\u5b9e\u4e5f\u662f\u7ecf\u5e38\u6211\u8ddf\u5ba2\u6237\u4ea4\u6d41\u5f97\u5230\u7684\u53cd\u9988\u3002\u6211\u89c9\u5f97\u6211\u4eec\u7684\u505a\u4e8b\u65b9\u5f0f\u3001\u505a\u4ea7\u54c1\u7684\u7406\u5ff5\u4e5f\u662f\u5b9e\u4e8b\u6c42\u662f\u7684\u3002\u6bd5\u7adf AI \u8d5b\u9053\u8fd8\u662f\u957f\u8dd1\uff0c\u6709\u65f6\u5019\u8ba4\u77e5\u4e5f\u5f88\u91cd\u8981\u3002\u505a\u5f97\u597d\u7684\u3001\u505a\u5f97\u4e0d\u597d\u7684\uff0c\u90fd\u5f97\u8ba4\u3002<\/p>\n<p>\u4f46\u5173\u952e\u8fd9\u662f\u4e00\u4e2a\u591a\u7ef4\u5ea6\u7684\u7ade\u8d5b\u3002\u6211\u4eec\u770b\u5230\u73b0\u5728\u6a21\u578b\u6709\u5f88\u591a\u7684\u8fdb\u6b65\uff0c\u4ea7\u54c1\u4e5f\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u5f62\u6001\uff0c\u4e0d\u540c\u573a\u666f\u7684\u4e0d\u540c\u9700\u6c42\uff0c\u672a\u6765\u8fd8\u662f\u975e\u5e38\u53ef\u671f\u7684\u3002\u60a8\u521a\u63d0\u5230\u6a21\u578b\u8ddf\u4ea7\u54c1\uff0c\u4ea7\u54c1\u53ef\u4ee5\u8bf4\u63d0\u4f9b\u73af\u5883\uff0c\u91cc\u9762\u8981\u7ed9\u6a21\u578b\u63d0\u4f9b Context \u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u6211\u60f3\u95ee\u4f60\u4e00\u4e2a\u95ee\u9898\uff0c\u5c24\u5176\u6211\u4eec\u5e73\u65f6\u5f00\u4f1a\u63d0\u5f97\u6bd4\u8f83\u591a\u7684\u4e00\u4e2a\u8bcd\u662f\u201c\u900f\u660e\u5316\u201d\uff0c<b>\u600e\u4e48\u628a\u4ea7\u54c1\u8ddf\u6a21\u578b\u80fd\u591f\u6bd4\u8f83\u7d27\u5bc6\u5730\u7ed3\u5408\u8d77\u6765\uff1f<\/b>\u5c24\u5176\u4eca\u5929\u6709\u8fd9\u4e48\u591a\u4f18\u79c0\u7684\u4ea7\u54c1\uff0c\u4ece\u6211\u4eec\u5408\u4f5c\u975e\u5e38\u7d27\u5bc6\u7684\u50cf\u5143\u5b9d\u8fd9\u6837\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5305\u62ec AI \u641c\u7d22\uff0c\u4f01\u4e1a\u91cc\u9762\u4e5f\u6709\u90e8\u7f72\u4e00\u4e9b\u667a\u80fd\u5ba2\u670d\u3001\u667a\u80fd\u8425\u9500\uff0c\u53e6\u5916\u6700\u8fd1\u975e\u5e38\u706b\u7684\u5185\u5bb9\u50cf Hubble\u3001Buddy \u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u5176\u5b9e\u5bf9\u6a21\u578b\u7684\u80fd\u529b\u4f9d\u8d56\u5f88\u6df1\u3002<b>\u4f60\u600e\u4e48\u53bb\u601d\u8003 Co-design \u7684\u65b9\u5f0f\uff1f<\/b><\/p>\n<p>\u59da\u987a\u96e8\uff1a\u6211\u89c9\u5f97\u6709\u4e09\u70b9\u3002\u9996\u5148\uff0cCo-design \u7684\u524d\u63d0\u662f\u6a21\u578b\u672c\u8eab\u8981\u505a\u5f97\u5f88 Solid\uff0c\u6709\u5f88\u591a Foundation Work \u8981\u505a\u597d\u3002\u9884\u8bad\u7ec3\u662f\u4e00\u4e2a\u76f8\u5bf9 Product-aware \u7684\u4e8b\u60c5\uff0c\u5b83\u505a\u5f97\u975e\u5e38 Solid \u53ef\u4ee5\u63d0\u4f9b\u975e\u5e38\u5f3a\u7684 Foundation\uff0c\u800c\u4e14\u9884\u8bad\u7ec3\u6700\u5927\u7684\u7279\u70b9\u662f\u5b83\u662f\u4e00\u4e2a\u53ef\u6cdb\u5316\u7684\u5b66\u4e60\u8fc7\u7a0b\uff0c\u5b83\u7684\u8fdb\u6b65\u53ef\u4ee5\u5e26\u7ed9\u5404\u79cd\u5404\u6837\u4e0b\u6e38\u4efb\u52a1\u6301\u7eed\u7684\u4ef7\u503c\u63d0\u5347\u3002<\/p>\n<p>\u540e\u8bad\u7ec3\u7684\u8bdd\uff0c\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\u8981\u8bbe\u8ba1\u597d\u6b63\u786e\u7684 Eval\u3002\u5728\u4e2d\u56fd\u53ef\u80fd\u5927\u5bb6\u6709\u4e00\u4e2a\u4e0d\u597d\u7684\u503e\u5411\uff0c\u5c31\u662f\u6bd4\u8f83\u559c\u6b22\u5237\u699c\u3002\u4f46\u662f\u5982\u4f55\u5b9e\u4e8b\u6c42\u662f\u7684\u57fa\u4e8e\u4ea7\u54c1\u3001\u57fa\u4e8e\u771f\u6b63\u7684\u5e94\u7528\u53bb\u6784\u9020\u66f4\u52a0\u771f\u5b9e\u7684 Eval\uff0c\u9996\u5148\u4f60\u8981\u6709\u597d\u7684\u4ea7\u54c1\u51fa\u53e3\uff0c\u7b2c\u4e8c\u8981\u610f\u8bc6\u5230\u5b9e\u7528\u6027\u4ef7\u503c\u662f\u5927\u4e8e\u5237\u699c\u7684\u4ef7\u503c\u7684\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u6211\u4eec\u505a\u4e86\u5927\u91cf\u7684\u5de5\u4f5c\uff0c\u8ddf\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\u8fdb\u884c\u4e86\u6df1\u5165\u7684 Co-design\u3002Co-design \u5f88\u5173\u952e\u7684\u4e00\u70b9\u662f\u8981\u4ea7\u751f\u76f8\u4e92\u7684\u4fe1\u4efb\uff0c\u6211\u4eec\u505a\u4e86\u5927\u91cf\u7684\u5de5\u4f5c\u53bb\u53d6\u5f97\u4e92\u4fe1\u3002\u600e\u4e48\u628a\u4ea7\u54c1\u7684\u6570\u636e\u7528\u597d\uff0c\u600e\u4e48\u628a\u56de\u6d41\u505a\u597d\uff0c\u600e\u4e48\u628a Eval \u505a\u597d\uff0c\u8fd9\u6709\u5f88\u591a\u7ec6\u8282\u3002<\/p>\n<p>\u7b2c\u4e09\u70b9\u6211\u60f3\u8bf4\u7684\u662f\uff0cLLM \u65f6\u4ee3\u548c\u8fc7\u53bb\u7684 AI \u6700\u672c\u8d28\u7684\u533a\u522b\u5c31\u662f\u6cdb\u5316\u6027\u3002\u5728 LLM \u4e4b\u524d\uff0c\u6bd4\u5982\u4f60\u505a\u4e00\u4e2a\u7ffb\u8bd1\u7684\u4ea7\u54c1\uff0c\u53ea\u8981\u628a\u7ffb\u8bd1\u7684\u6570\u636e\u51c6\u5907\u5f97\u7279\u522b\u597d\uff1b\u505a\u4e00\u4e2a\u56f4\u68cb\u7684\u4ea7\u54c1\uff0c\u53ea\u8981\u628a\u56f4\u68cb\u7684\u6570\u636e\u51c6\u5907\u5f97\u7279\u522b\u597d\u3002\u4f46\u662f\u4eca\u5929\uff0c\u5373\u4f7f\u4f60\u60f3\u53ea\u505a\u4e00\u4e2a Coding Agent\uff0c\u4f60\u53d1\u73b0\u9700\u8981\u7684\u4e5f\u4e0d\u4ec5\u4ec5\u662f Coding Agent\u3002<\/p>\n<p>\u4f60\u9700\u8981\u975e\u5e38\u597d\u7684\u804a\u5929\u80fd\u529b\u3001\u641c\u7d22\u80fd\u529b\u3001\u975e\u5e38\u5f3a\u7684\u6307\u4ee4\u542c\u4ece\u80fd\u529b\u3001\u975e\u5e38\u5f3a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5b83\u5176\u5b9e\u662f\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u5bf9\u8bdd\u95ee\u7b54\u95ee\u9898\u3002\u8fd9\u9700\u8981\u6709\u4e00\u4e2a\u57fa\u7840\u3002\u6709\u5f88\u591a\u4ea7\u54c1\u4f53\u7cfb\u5316\u7684\u5730\u65b9\u4f1a\u6709\u6bd4\u8f83\u5927\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u6bd4\u5982\u6211\u4eec\u7279\u522b\u597d\u7684\u79d1\u6280\u4ea7\u54c1\uff0c\u53ef\u4ee5\u4f7f\u7528\u6a21\u578b\u4ea7\u751f\u5f88\u5f3a\u7684\u804a\u5929\u548c\u641c\u7d22\u80fd\u529b\uff0c\u8fd9\u6837\u7684\u80fd\u529b\u53ef\u80fd\u5c31\u53ef\u4ee5\u88ab\u8fc1\u79fb\u5230\u6d77\u9a6c\u6216\u8005 Buddy \u8fd9\u6837\u7684\u5176\u4ed6\u4ea7\u54c1\u3002\u8fd9\u4e9b\u4ea7\u54c1\u80fd\u591f\u63d0\u4f9b\u4e0d\u540c\u7684\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u4e4b\u95f4\u53c8\u53ef\u4ee5\u76f8\u4e92\u7b97\u6cd5\uff0c\u5f62\u6210\u4e00\u4e2a\u50cf\u7f51\u7edc\u4e00\u6837\u7684\u4f53\u7cfb\uff0c\u8fd9\u4e00\u70b9\u7684\u4ef7\u503c\u4f1a\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a\u5916\u90e8\u7684\u5237\u699c\u5176\u5b9e\u4e5f\u662f\u5c5e\u4e8e Eval \u7684\u4e00\u79cd\uff0c\u90a3\u6211\u4eec\u5185\u90e8\u505a Eval \u8ddf\u5916\u90e8\u7684\u699c\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u6211\u89c9\u5f97\u8fd9\u4e9b Benchmark \u8fd8\u662f\u6709\u5b83\u7684\u4ef7\u503c\u7684\uff0c\u4e0d\u662f\u8bf4\u5b8c\u5168\u6ca1\u6709\u4ef7\u503c\u3002\u53ea\u662f\u73b0\u5728\u8fd9\u4e9b\u699c\u975e\u5e38\u5bb9\u6613\u88ab\u5237\u3002\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u6709\u51e0\u4e2a\u5e2e\u52a9\uff1a\u9996\u5148\uff0c\u4f60\u80fd\u53d1\u73b0\u6a21\u578b\u5f88\u591a\u5e95\u7ebf\u95ee\u9898\uff0c\u6211\u4eec\u60f3\u8981\u505a\u4e00\u4e2a\u5782\u7c7b\u6a21\u578b\uff0c\u6700\u91cd\u8981\u7684\u76ee\u7684\u4e4b\u4e00\u5c31\u662f\u5e0c\u671b\u80fd\u591f\u83b7\u5f97\u8fd9\u4e2a\u533a\u7684\u53cd\u9988\uff0c\u6765\u4fee\u590d\u699c\u5355\u4e2d\u65e0\u6cd5\u53d1\u73b0\u7684\u5e95\u7ebf\u95ee\u9898\uff0c\u8fd9\u4e00\u70b9\u548c\u6b63\u5f0f\u7248\u4e0a\u9762\u6709\u975e\u5e38\u5927\u7684\u63d0\u5347\u3002<\/p>\n<p>\u7b2c\u4e8c\u70b9\uff0c\u4f60\u5bf9\u771f\u5b9e\u7684 Prompt Distribution \u6709\u4e00\u4e2a\u66f4\u6df1\u7684\u4e86\u89e3\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0cWikipedia \u4e0a\u9762\u7684\u9898\u76ee\u53ef\u80fd\u90fd\u662f\u975e\u5e38\u7cbe\u786e\u7684\uff0c\u6709\u975e\u5e38\u957f\u7684\u5177\u4f53\u63cf\u8ff0\uff0c\u4e00\u822c\u6765\u8bf4\u662f\u5355\u8f6e\u7684\u95ee\u9898\u3002\u4f46\u6211\u4eec\u77e5\u9053\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\uff0c\u5927\u5bb6\u95ee\u7684\u95ee\u9898\u53ef\u80fd\u6bd4\u8f83\u6a21\u7cca\uff0c\u5c31\u4e00\u4e24\u53e5\u8bdd\uff0c\u800c\u4e14\u4f1a\u4e0d\u505c\u7684\u8ffd\u95ee\u3002\u8fd9\u4e9b\u5206\u5e03\u4e0a\u7684\u5dee\u5f02\u5c31\u53ef\u4ee5\u542f\u53d1\u6211\u4eec\u600e\u4e48\u53bb\u505a\u66f4\u597d\u7684\u8bad\u7ec3\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u751a\u81f3\u53ef\u4ee5\u5728\u8fd9\u4e9b\u4ea7\u54c1\u4e0a\u9762\u83b7\u5f97\u4e00\u4e9b\u7075\u611f\uff0c\u53bb\u63a8\u8fdb\u73b0\u5728\u53ef\u80fd\u8fd8\u6ca1\u6709\u7684\u699c\u5355\u3002\u6bd4\u5982\u6211\u4eec\u6700\u8fd1\u505a Carbon \u8fd9\u4e2a\u5de5\u4f5c\uff0c\u4e5f\u662f\u8ddf\u53cb\u5546\u7ed9\u6211\u4eec\u7684\u542f\u53d1\u633a\u6709\u5e2e\u52a9\u7684\u3002\u6240\u4ee5\u6211\u89c9\u5f97\u4ea7\u54c1\u548c\u6a21\u578b\u7684\u4e92\u76f8\u6210\u5c31\uff0c\u662f\u8d8a\u6765\u8d8a\u91cd\u8981\u7684 AI \u8bdd\u9898\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u6211\u8bb0\u5f97\u6211\u4eec\u5728\u65e9\u671f\u505a\u5143\u5b9d\u7684\u65f6\u5019\uff0c\u8fd8\u78b0\u5230\u4e0d\u80fd\u9075\u5faa\u6307\u4ee4\u7684\u95ee\u9898\u3002\u5728\u4f7f\u7528\u4ea7\u54c1\u65f6\uff0c\u5927\u5bb6\u8fd9\u79cd\u8fed\u4ee3 Prompt \u7684\u65b9\u5f0f\u8ddf Benchmark \u597d\u50cf\u4e5f\u6709\u4e9b\u5dee\u5f02\u3002<b>\u771f\u6b63\u5728\u4ea7\u54c1\u91cc\u9762\uff0c\u5927\u5bb6\u4f7f\u7528\u6240\u9700\u8981\u7684\u80fd\u529b\uff0c\u786e\u5b9e\u8ddf\u699c\u8fd8\u86ee\u642d\u7684\uff0c\u662f\u5427\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u4f60\u95ee\u6211\u8fd9\u4e48\u591a\u95ee\u9898\uff0c\u6211\u4e5f\u95ee\u4f60\u4e00\u4e2a\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u597d\u554a\uff0c\u6b22\u8fce\u3002<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u5176\u5b9e\u6211\u8bb0\u5f97\u6211\u7b2c\u4e00\u6b21\u8ddf\u4f60\u804a\u7684\u65f6\u5019\uff0c\u4f60\u7ed9\u6211\u8bb2\u4e86\u5f88\u591a\u8fc7\u53bb\u7684\u7ecf\u5386\uff0c\u4ece QQ \u7a7a\u95f4\u3001QQ \u79c0\u7684\u65f6\u4ee3\uff0c\u5230\u6211\u5c0f\u5b66\u65f6\u5019\u6700\u559c\u6b22\u7684\uff0c\u5230 QQ \u97f3\u4e50\uff0c\u5230\u8bed\u97f3\uff0c\u5230\u4f60\u73b0\u5728\u7684\u53f7\uff0c\u5230\u6d77\u9a6c\u3002\u4f60\u505a\u8fc7\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\uff0c\u817e\u8baf\u4e5f\u6709\u8fdc\u53e4\u65f6\u4ee3\u7684\u4e1c\u897f\u3002\u90a3\u6211\u6bd4\u8f83\u597d\u5947\uff0c<b>\u4f60\u89c9\u5f97\u4f60\u505a\u4ea7\u54c1\u7684\u7b2c\u4e00\u9a71\u52a8\u529b\u662f\u4ec0\u4e48\uff1f\u4f60\u89c9\u5f97\u54ea\u4e9b\u7ecf\u9a8c\u6216\u8005\u4ef7\u503c\u662f\u4e0d\u53d8\u7684\uff0c\u54ea\u4e9b\u4e1c\u897f\u53d8\u4e86\uff1f<\/b><\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u6211\u89c9\u5f97\u6700\u7ec8\u505a\u4ea7\u54c1\u8fd8\u662f\u770b\u7528\u6237\u6709\u4ec0\u4e48\u9700\u6c42\uff0c\u6211\u600e\u4e48\u53bb\u89e3\u51b3\u4ed6\u7684\u75db\u70b9\uff0c\u600e\u4e48\u7ed9\u7528\u6237\u6216\u8005\u5ba2\u6237\u521b\u9020\u4ef7\u503c\u3002\u5728\u4e0d\u540c\u7684\u65f6\u4ee3\uff0c\u751a\u81f3\u4e0d\u540c\u7684\u884c\u4e1a\uff0c\u505a\u4e00\u4e2a\u4ea7\u54c1\u8fd8\u662f\u9700\u8981\u80fd\u7ed9\u7528\u6237\u5e26\u6765\u4ef7\u503c\uff0c\u4ed6\u624d\u4f1a\u4f7f\u7528\u3002\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\u79fb\u52a8\u65f6\u4ee3\u505a\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\uff0c\u5185\u5bb9\u7684\u4ea7\u54c1\uff0c\u5230\u4ea7\u4e1a\u4e92\u8054\u7f51\u505a\u4e91\uff0c\u6211\u4eec\u90fd\u8981\u82b1\u597d\u591a\u65f6\u95f4\u548c\u7cbe\u529b\u53bb\u542c\u5ba2\u6237\u7684\u58f0\u97f3\uff0c\u5c1d\u8bd5\u53bb\u5e2e\u52a9\u4ed6\u4eec\u89e3\u51b3\u95ee\u9898\uff0c\u5e95\u5c42\u7684\u903b\u8f91\u6ca1\u6709\u8fd9\u4e48\u5927\u7684\u53d8\u5316\u3002<\/p>\n<p>\u4f46\u6211\u89c9\u5f97\u5728 PC \u4e92\u8054\u7f51\u3001\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8ddf\u4eca\u5929\u5728 AI \u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8fd8\u662f\u6709\u86ee\u591a\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002\u9996\u5148\u4ece\u529e\u4e8b\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5728\u975e AI \u65f6\u4ee3\u4ee5\u524d\uff0c\u6211\u4eec\u505a\u4ea7\u54c1\u60f3\u7684\u662f\u901a\u8fc7\u529f\u80fd\u6765\u6ee1\u8db3\u7528\u6237\u7684\u9700\u8981\uff0c\u4f60\u4f5c\u4e3a\u4ea7\u54c1\u63d0\u4f9b\u65b9\uff0c\u60f3\u6e05\u695a\u63d0\u4f9b\u600e\u6837\u7684\u80fd\u529b\u8ba9\u7528\u6237\u80fd\u901a\u8fc7\u754c\u9762\u3001\u901a\u8fc7\u67d0\u4e9b\u83dc\u5355\u53bb\u9009\uff0c\u597d\u50cf\u662f\u4e00\u4e9b\u9884\u5236\u83dc\uff0c\u53ea\u80fd\u5728\u91cc\u9762\u70b9\u3002\u4f46\u5728 AI \u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8fd9\u79cd\u5f00\u653e\u5f0f\u7684\u670d\u52a1\u5f62\u6001\u5c31\u4f1a\u5e26\u6765\u5f88\u4e0d\u4e00\u6837\u7684\u8981\u6c42\u548c\u6311\u6218\u3002<\/p>\n<p>\u7528\u7b80\u5355\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u53ef\u80fd\u662f\u81ea\u7136\u8bed\u8a00\uff0c\u53ef\u80fd\u662f\u8bed\u97f3\u3002\u4f5c\u4e3a\u4ea7\u54c1\u65b9\uff0c\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\u7684\u9700\u6c42\uff0c\u7136\u540e\u901a\u8fc7\u5927\u6a21\u578b\u7684\u903b\u8f91\u63a8\u7406\u3001\u8c03\u7528\u5de5\u5177\u7684\u80fd\u529b\uff0c\u4ea7\u54c1\u7ed9\u6a21\u578b\u63d0\u4f9b\u5404\u79cd\u5404\u6837\u5b83\u53ef\u4ee5\u7528\u7684\u5de5\u5177\uff0c\u6765\u5e94\u5bf9\u5f00\u653e\u5f0f\u7684\u9700\u6c42\u3002\u8fd9\u662f\u6211\u89c9\u5f97\u8ddf\u6211\u4eec\u8fc7\u53bb\u505a\u4ea7\u54c1\u5f88\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002<\/p>\n<p>\u751a\u81f3\u5230 Eval\uff0c\u4ee5\u524d\u505a\u4ea7\u54c1\u6211\u4eec\u6709\u5f88\u6e05\u6670\u7684 Specification\uff0c\u5f88\u6e05\u6670\u7684\u4ea7\u54c1\u7ec6\u8282\u529f\u80fd\u63cf\u8ff0\uff0c\u600e\u4e48\u505a\u8bbe\u8ba1\uff0c\u57fa\u4e8e\u7814\u53d1\uff0c\u600e\u4e48\u6d4b\u8bd5\uff0c\u90a3\u4e2a\u7011\u5e03\u5f0f\u7684\u6d41\u7a0b\u4e5f\u6bd4\u8f83\u6e05\u6670\u3002\u4f46\u5728\u505a AI \u4ea7\u54c1\uff0c\u6211\u53d1\u73b0\u6700\u5927\u7684\u53d8\u5316\u662f\u6211\u4eec\u6574\u4e2a\u6d41\u7a0b\u53ef\u80fd\u90fd\u8981\u91cd\u65b0\u8bbe\u8ba1\u3002\u5c24\u5176\u4eca\u5e74\uff0c\u5927\u90e8\u5206\u4ee3\u7801\u90fd\u7531 AI \u751f\u6210\uff0c\u6211\u4eec\u7684\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u82b1\u66f4\u591a\u65f6\u95f4\u53bb\u505a\u8bbe\u8ba1\u3001\u67b6\u6784\u8bbe\u8ba1\uff0c\u628a\u5199\u4ee3\u7801\u7684\u5de5\u4f5c\u4ea4\u7ed9 AI\uff0c\u7136\u540e\u5b9a\u671f\u53bb\u6307\u5bfc\u3001\u4fee\u6b63\u3002\u6d4b\u8bd5\u4e5f\u8981\u4ece\u66f4\u524d\u7f6e\u53bb\u60f3\u6e05\u695a\uff0c\u9488\u5bf9\u6211\u4eec\u7684\u5404\u79cd\u6848\u4f8b\u3001\u73af\u5883\u3001\u5f00\u653e\u5f0f\u7b54\u6848\u7684\u8981\u6c42\uff0c\u751a\u81f3 Alignment \u600e\u4e48\u5bf9\u9f50\u7528\u6237\u6240\u9700\u8981\u7684\u98ce\u683c\u3002\u6211\u611f\u89c9\u4eca\u5929 AI \u65f6\u4ee3\u505a\u4ea7\u54c1\u8981\u6c42\u7684\u80fd\u529b\u66f4\u5168\u9762\uff0c\u66f4\u96be\u3002<\/p>\n<p>\u6211\u8981\u95ee\u4e00\u4e0b\u4f60\uff0c<b>\u5927\u5bb6\u90fd\u5728\u8bf4\u6df7\u51433.0\u662f\u4f60\u5728\u817e\u8baf\u7684\u9996\u79c0\uff0c\u5177\u4f53\u505a\u4e86\u4ec0\u4e48\u6539\u53d8\uff0c\u4f60\u80fd\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e0b\u5417\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u5176\u5b9e\u6ca1\u6709\u4ec0\u4e48\u79d8\u5bc6\u3002\u4eca\u5929\u505a\u5927\u6a21\u578b\u4ece\u67d0\u79cd\u7a0b\u5ea6\u6765\u8bf4\u662f\u6bd4\u8f83\u5439\u725b\u7684\u4e8b\u60c5\u3002\u6211\u4eec\u5e94\u8be5\u628a\u57fa\u7840\u8bbe\u65bd\u505a\u597d\uff0c\u628a\u6570\u636e\u505a\u597d\uff0c\u7b97\u6cd5\u7684\u90e8\u5206\u53cd\u800c\u662f\u6bd4\u8f83\u7b80\u5355\u7684\u3002\u4e3b\u8981\u51e0\u4e2a\u70b9\uff1a\u7b2c\u4e00\uff0c\u6211\u4eec\u628a\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u4e86\u91cd\u5efa\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u9886\u57df\u8fd8\u6ca1\u6709\u524d\u4eba\u5b66\u4e60\u3002\u7b2c\u4e8c\uff0c\u6211\u4eec\u628a\u6570\u636e\u548c Eval \u505a\u4e86\u5f88\u591a\u5927\u7684\u6539\u53d8\uff0c\u5982\u4f55\u53bb\u5b9a\u4e49\u66f4\u771f\u5b9e\u7684\u95ee\u9898\uff0c\u5982\u4f55\u53bb\u4e30\u5bcc Data Exploration\uff0c\u5982\u4f55\u53bb\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\uff0c\u8fd9\u662f\u4e00\u4e2a\u6c38\u65e0\u6b62\u5883\u7684\u8ffd\u6c42\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u5f88\u91cd\u8981\u7684\u5f88\u591a\u51b3\u7b56\uff0c\u5305\u62ec\u600e\u4e48\u53bb\u62db\u4eba\uff0c\u600e\u4e48\u8bbe\u7acb\u6a21\u578b\u7684\u8282\u594f\uff0c\u6bcf\u5929\u6709\u5f88\u591a Decision \u8981\u8003\u8651\u3002\u53ef\u80fd\u6ca1\u6709\u4e00\u4e2a\u6e05\u6670\u7684\u516c\u5f0f\uff0c\u5c31\u662f\u4e00\u4e2a\u5f88 Case by case \u7684\u4e8b\u60c5\u3002\u6211\u5176\u5b9e\u633a\u597d\u5947\u60f3\u95ee\u4f60\u4e00\u4e2a\u95ee\u9898\uff0c\u4f60\u521a\u521a\u8ddf\u6211\u8ba8\u8bba Co-design \u8fd9\u4e2a\u6982\u5ff5\uff0c\u4f60\u662f\u600e\u4e48\u60f3\u7684\uff1f\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><b>\u6c64\u9053\u751f\uff1a<\/b>\u6211\u89c9\u5f97 Co-design \u5728\u4e0d\u540c\u9636\u6bb5\uff0c\u8fc7\u53bb\u4e24\u5e74\u5176\u5b9e\u4e00\u76f4\u5728\u53d8\u5316\u3002\u8fd9\u79cd\u53d8\u5316\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u5347\u7ea7\u53d1\u751f\u53d8\u5316\u3002\u5f53\u7136\u6574\u4e2a\u884c\u4e1a\u5e02\u573a\u3001\u7528\u6237\u7684\u9700\u6c42\u5728\u53d8\u5316\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e5f\u4f1a\u5e26\u6765\u6211\u4eec\u4e24\u8fb9\u6a21\u578b\u8ddf\u4ea7\u54c1\u9700\u8981\u66f4\u597d\u53bb\u6ee1\u8db3\u3002\u7ed9\u6211\u4e00\u4e2a\u6bd4\u8f83\u65b0\u7684\u611f\u53d7\u662f\u600e\u4e48\u53bb\u5bf9\u9f50\u3002<\/p>\n<p>\u5728\u6211\u4eec\u4e00\u8d77\u53bb\u505a\u4ea7\u54c1\u3001\u505a Alignment \u9f50\u4f1a\u7684\u65f6\u5019\uff0c\u6709\u5f88\u591a\u4e0d\u540c\u7684\u89d2\u8272\u3002\u4ea7\u54c1\u53ef\u80fd\u9488\u5bf9\u67d0\u4e2a\u65b9\u5411\u53bb\u89e3\u51b3\u4e00\u4e9b\u95ee\u9898\uff0c\u6a21\u578b\u5230\u5e95\u600e\u4e48\u53bb\u505a\u6ee1\u8db3\u8fd9\u4e2a\u9700\u6c42\uff0c\u4f46\u56de\u5230\u6a21\u578b\u9700\u8981\u6570\u636e\uff0c\u6570\u636e\u5e94\u8be5\u600e\u4e48\u6807\u6ce8\u3001\u5230\u4ec0\u4e48\u9897\u7c92\u5ea6\uff0c\u4ec0\u4e48\u662f\u597d\u7684\u6807\u6ce8\uff0c\u4ec0\u4e48\u662f\u4e0d\u597d\u7684\u6807\u6ce8\uff0c\u56e0\u4e3a\u6709\u4e9b\u5730\u65b9\u8981\u5956\u52b1\uff0c\u6709\u4e9b\u5730\u65b9\u8981\u60e9\u7f5a\u3002\u8fd8\u6709 Eval\uff0c\u5982\u679c\u4ea7\u54c1\u8ba4\u4e3a\u597d\u7684\u4ea7\u54c1\u4f53\u9a8c\uff0c\u8bc4\u6d4b\u4e0d\u8ba4\u540c\u7684\u8bdd\uff0c\u5927\u5bb6\u505a\u51fa\u6765\u7684\u4ea7\u54c1\u5c31\u4f1a\u4e0d\u4e00\u81f4\u3002\u6240\u4ee5 Co-design \u7ed9\u6211\u7684\u611f\u89c9\u66f4\u591a\u7684\u662f\u5728\u9879\u76ee\u7ec4\u91cc\u9762\u4e0d\u540c\u7684\u89d2\u8272\u53c2\u4e0e\u5230\u4ea7\u54c1\u7684\u8bbe\u8ba1\uff0c\u8ba2\u7acb\u4e86\u4ea7\u54c1\u7684\u76ee\u6807\u65b9\u5411\uff0c\u8ba9\u591a\u4e2a\u89d2\u8272\u80fd\u591f\u5bf9\u4e8e\u4e00\u4e9b\u5f00\u653e\u5f0f\u95ee\u9898\u6709\u6bd4\u8f83\u597d\u7684\u5bf9\u9f50\u3002\u5982\u679c\u6ca1\u6709\u505a\u5230\u8fd9\u6837\u7684\u5bf9\u9f50\uff0c\u4f60\u4f1a\u53d1\u73b0\u4ea7\u54c1\u7684\u884c\u4e3a\u4f1a\u4e0d\u53ef\u9884\u6d4b\uff0c\u751a\u81f3\u6709\u65f6\u5019\u4f1a\u6709\u968f\u673a\u6027\uff0c\u56e0\u4e3a\u6a21\u578b\u5728\u8bad\u7ec3\u7684\u8fc7\u7a0b\u53ef\u80fd\u4e5f\u88ab\u6df7\u6dc6\u4e86\u3002\u8fd9\u662f\u6211\u8fd9\u4e24\u5e74\u8ddf\u505a\u4ea7\u54c1\u3001\u8ddf\u6a21\u578b\u56e2\u961f\u505a Design \u7684\u4e00\u4e2a\u6bd4\u8f83\u6df1\u7684\u611f\u89c9\u3002\u4f60\u89c9\u5f97\u5462\uff1f<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u5bf9\uff0c\u6211\u89c9\u5f97\u9996\u5148\u96be\u70b9\u5c31\u662f\u8981\u5efa\u7acb\u540c\u7406\u5fc3\u3002\u56e0\u4e3a\u8bf4\u5230\u5e95\uff0c\u505a\u6a21\u578b\u7684\u76ee\u6807\u548c\u505a\u4ea7\u54c1\u7684\u76ee\u6807\u6709\u5f88\u591a Align \u7684\u90e8\u5206\uff0c\u4e5f\u6709\u5f88\u591a\u4e0d Align \u7684\u90e8\u5206\u3002\u6a21\u578b\u7684\u4eba\u4f1a\u5e0c\u671b\u6a21\u578b\u80fd\u529b\u8d8a\u5f3a\u8d8a\u597d\uff0c\u4f46\u4ea7\u54c1\u7684\u4eba\u53ef\u80fd\u5e0c\u671b\u7528\u6237\u7684\u9700\u6c42\u6ee1\u8db3\u5f97\u8d8a\u597d\u8d8a\u597d\u3002\u6240\u4ee5\u5929\u7136\u6709\u5f88\u591a\u4e0d Align \u7684\u90e8\u5206\u3002\u5f88\u91cd\u8981\u7684\u4e00\u70b9\u662f\u8981\u6709\u6362\u4f4d\u601d\u8003\u7684\u80fd\u529b\u3002<\/p>\n<p>\u4f60\u521a\u95ee\u6211\u5143\u5b9d\u662f\u600e\u4e48\u4e00\u6b65\u6b65\u63a7\u5236\u7684\uff0c\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u7ec6\u8282\u662f\uff0c\u6211\u4eec\u5f53\u65f6\u6d3e\u4e86\u540e\u8bad\u7ec3\u6700\u5f3a\u7684\u9aa8\u5e72\u529b\u91cf\u53bb\u5e2e\u52a9\u5143\u5b9d\u628a DeepSeek \u7684\u540e\u8bad\u7ec3\u5148\u505a\u597d\uff0c\u56e0\u4e3a\u5728\u90a3\u4e2a\u65f6\u5019\u6211\u4eec\u81ea\u5df1\u7684\u9884\u8bad\u7ec3\u8fd8\u6ca1\u6709 Ready\u3002\u4f46\u6211\u4eec\u77e5\u9053\u7ef4\u62a4\u8fd9\u6837\u7684\u4ea7\u54c1\u4ee5\u53ca\u5b83\u7684 DIU\uff0c\u4f1a\u5bf9\u4e8e\u6211\u4eec\u63a5\u4e0b\u6765\u505a\u6a21\u578b\u53d8\u5f97\u975e\u5e38\u91cd\u8981\uff0c\u800c\u4e14\u4f1a\u5bf9\u4ea7\u54c1\u5408\u4f5c\u975e\u5e38\u91cd\u8981\u3002\u6240\u4ee5\u5f53\u65f6\u5f88\u591a\u505a\u6cd5\u9700\u8981\u53bb\u7406\u89e3\uff0c\u9700\u8981\u52aa\u529b\u5730\u89e3\u91ca\u3002\u73b0\u5728\u770b\u8d77\u6765\u8fd9\u4e9b\u52aa\u529b\u90fd\u662f\u6709\u7528\u7684\u3002\u8fd9\u6837\u7684\u52a8\u4f5c\u8ba9\u4ea7\u54c1\u548c\u6a21\u578b\u56e2\u961f\u7684\u540c\u5b66\u771f\u7684\u5728\u4e3a\u4ea7\u54c1\u7740\u60f3\uff0c\u8fd9\u5bf9\u4e8e\u6211\u4eec\u4e4b\u540e\u7684\u5408\u4f5c\uff0c\u53ea\u6709\u5728\u8fd9\u6837\u7684\u73af\u5883\u4e0b\u624d\u80fd\u4f53\u73b0\uff0c\u6211\u4eec\u8981\u8c22\u8c22\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u5f53\u7136\u6709\u4ec0\u4e48\u6280\u672f\u7684\u90e8\u5206\u53ef\u4ee5\u770b\uff0c\u4f46\u6211\u89c9\u5f97\u6700\u96be\u7684\u90e8\u5206\u53cd\u800c\u662f\u600e\u4e48\u6837\u53bb\u5efa\u7acb\u4fe1\u4efb\uff0c\u600e\u4e48\u6837\u6362\u4f4d\u601d\u8003\u3002<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u975e\u5e38\u8ba4\u540c\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u90a3\u6211\u6362\u4e00\u4e2a\u8bdd\u9898\u3002\u4f60\u662f React \u67b6\u6784\u7684\u63d0\u51fa\u8005\uff0c\u535a\u58eb\u7814\u7a76\u4e5f\u662f\u56f4\u7ed5\u7740\u8bed\u8a00\u667a\u80fd\u4f53\u5c55\u5f00\u7684\u3002<b>\u4f60\u51e0\u5e74\u524d\u7684\u4e00\u4e9b\u89c2\u70b9\u5230\u4eca\u5929\u5151\u73b0\u4e86\u5417\uff1f\u6bd4\u5982\u6709\u54ea\u4e9b\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u90a3\u5929\u6211\u8fd8\u633a\u611f\u6168\u7684\uff0c\u6211\u91cd\u65b0\u8bfb\u4e86\u81ea\u5df1\u7684\u535a\u58eb\u8bba\u6587\uff0c\u611f\u89c9\u53c8\u56de\u5230\u4e86\u4e00\u4e2a\u5f88\u8fdc\u53e4\u7684\u65f6\u4ee3\u3002\u6211\u7684\u535a\u58eb\u8bba\u6587\u7684 Title \u53eb\u505a \"Language Agent: from Next Token Prediction to Digital Automation\"\uff0c\u662f19\u5e74\u7684\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>19\u5e74\uff0c\u4e03\u5e74\u524d\u3002<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u90a3\u4e2a\u65f6\u5019 GPT-2\u53ea\u80fd\u505a Text Prediction\uff0c\u800c\u4e14\u5b83\u4ea7\u751f\u7684\u4e00\u6bb5\u8bdd\u53ef\u80fd\u4e0d\u592a\u8fde\u7eed\uff0c\u8fd8\u6709\u5f88\u591a\u6bdb\u523a\u3002\u5f53\u65f6\u4eba\u4eec\u5f88\u96be\u60f3\u8c61\u5b83\u4f1a\u6210\u4e3a\u4e00\u4e2a\u6539\u53d8\u4e16\u754c\u7684\u529b\u91cf\u3002\u5f53\u65f6\u5927\u5bb6\u505a\u7684\u7814\u7a76\u7a0d\u5fae\u6709\u60f3\u8c61\u529b\u4e00\u4e9b\uff0c\u6bd4\u5982\u201c\u4e2d\u56fd\u7684\u9996\u90fd\u662f\u201d\uff0c\u7136\u540e\u5982\u679c\u505a Next Token Prediction\uff0c\u5b83\u4f1a\u56de\u7b54\u5317\u4eac\uff0c\u5927\u5bb6\u5c31\u89c9\u5f97\u8fd9\u4e2a\u6280\u672f\u5f88\u6709\u610f\u601d\u3002\u6211\u5f53\u65f6\u60f3\u8c61\u529b\u53ef\u80fd\u6bd4\u8f83\u72c2\u91ce\uff0c\u6211\u89c9\u5f97 GPT \u662f\u4e00\u4e2a\u975e\u5e38\u4f18\u7f8e\u7684\u4e1c\u897f\uff0c\u9884\u6d4b\u4e0b\u4e00\u4e2a Token \u662f\u4e00\u4e2a\u6781\u7b80\u4e14\u901a\u7528\u7684\u76ee\u6807\u3002\u6211\u5f53\u65f6\u60f3\u7684\u53ef\u80fd\u8fd8\u4e0d\u591f\u5927\uff0c\u6211\u60f3\u7684\u662f First Floor \u7684\u4e8b\u60c5\uff0c\u4f46\u73b0\u5728\u770b\u8d77\u6765\u4e5f\u6709\u53ef\u80fd First Floor \u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u6211\u4e3b\u8981\u505a\u4e24\u90e8\u5206\uff1a\u7b2c\u4e00\u662f\u5982\u4f55\u5efa\u7acb\u4e00\u4e2a Agent \u7684\u6a21\u578b\uff0c\u5982\u4f55\u628a\u4e00\u4e2a Next Token Prediction \u7684\u673a\u5668\u53d8\u6210\u4e00\u4e2a Agent\u3001\u53d8\u6210\u4e00\u4e2a\u81ea\u52a8\u5316\u7684\u673a\u5668\u3002\u6700\u91cd\u8981\u7684\u4e00\u4e2a\u5de5\u4f5c\u53ef\u80fd\u662f\uff0c\u6211\u8fd8\u8bb0\u5f9722\u5e747\u6708\u4efd\u67d0\u4e00\u5929\u665a\u4e0a\uff0c\u6211\u7b2c\u4e00\u6b21\u628a GPT \u8ddf API \u548c\u81ea\u5df1\u624b\u5199\u7684\u4e00\u4e2a Browser API \u8fde\u5728\u4e00\u8d77\uff0c\u5b83\u7b2c\u4e00\u6b21\u53ef\u4ee5\u57fa\u4e8e\u7f51\u9875\u56de\u7b54\u95ee\u9898\u5e76\u4e14\u591a\u8f6e\u4ea4\u4e92\u3002\u6211\u5f53\u65f6\u611f\u89c9\u5c31\u50cf\u5fae\u5f31\u7684\u7535\u706f\u4e1d\u7a81\u7136\u4eae\u4e86\u4e00\u6837\uff0c\u6211\u89c9\u5f97\u8fd9\u53ef\u80fd\u7b2c\u4e00\u6b21\u628a LLM \u548c\u771f\u6b63\u7684\u4e92\u8054\u7f51\u8fde\u5728\u4e00\u8d77\u53bb\u505a\u591a\u8f6e\u4ea4\u4e92\u3002\u6211\u5f53\u65f6\u611f\u89c9\u8fd9\u4e2a\u6539\u53d8\u53ef\u80fd\u5728\u4e94\u5e74\u6216\u5341\u5e74\u4f1a\u6539\u53d8\u8fd9\u4e2a\u4e16\u754c\uff0c\u4f46\u53ef\u80fd\u6bd4\u6211\u60f3\u8c61\u7684\u8fd8\u8981\u5feb\u3002<\/p>\n<p>\u5305\u62ec\u6211\u4eec\u7b2c\u4e00\u6b21\u63d0\u51fa ReAct \u5728 ICML \u7684\u65f6\u5019\uff0c\u6211\u89c9\u5f97\u5982\u679c\u8fd9\u4e2a\u4e8b\u60c5\u80fd\u505a\u5230\uff0c\u90a3\u5b83\u4f1a\u5e26\u6765\u5de8\u5927\u7684\u4ef7\u503c\uff0c\u53ef\u80fd\u662f\u51e0\u767e\u4ebf\u3001\u4e0a\u5343\u4ebf\uff0c\u4f46\u73b0\u5728\u53ef\u80fd\u662f\u6570\u4e07\u4ebf\u3001\u6570\u5341\u4e07\u4ebf\u3002\u6211\u60f3\u7684\u8fd8\u662f\u592a\u5c0f\u4e86\u3002\u90a3\u4e00\u90e8\u5206\u6211\u505a\u7684\u5de5\u4f5c\u662f\u600e\u4e48\u53bb\u5b9a\u4e49 Digital Automation \u4efb\u52a1\uff0c\u6bd4\u5982 WebShop \u662f\u7b2c\u4e00\u4e2a\u4e92\u8054\u7f51 Web Application\uff0c\u5305\u62ec Intercode \u662f\u6700\u65e9\u7684 Coding Agent \u4efb\u52a1\u3002\u73b0\u5728\u770b\u8d77\u6765 Agent \u6280\u672f\u6700\u91cd\u8981\u7684\u4e24\u4e2a\u90e8\u5206\u786e\u5b9e\u662f WEB Agent \u548c CODING Agent\u3002<\/p>\n<p>\u90a3\u5929\u6211\u8fd8\u5728\u7fa4\u91cc\u9762\u8ddf\u5927\u5bb6\u804a\u5929\uff0c\u6211\u770b\u6211\u535a\u58eb\u8bba\u6587\u7684\u7ed3\u5c3e\uff0c\u572824\u5e74\u6211\u5199 Future Work\uff0c\u7b2c\u4e00\u4e2a\u662f Train Models for Agent\uff0c\u7b2c\u4e8c\u4e2a\u662f Safe and Robust Deployment\uff0c\u7b2c\u4e09\u4e2a\u662f Scientific Discovery\uff0c\u7b2c\u56db\u4e2a\u662f\u600e\u4e48\u53bb Help Human\u3002\u6211\u5f88\u611f\u6168\uff0c\u6211\u73b0\u5728\u5f88\u5e78\u8fd0\uff0c\u6211\u786e\u5b9e\u5728\u505a\u6211\u5f53\u65f6\u5217\u7684 Future Action\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>Prediction \u592a\u5389\u5bb3\u4e86\uff0c\u9ad8\u77bb\u8fdc\u77a9\u770b\u5230\u6574\u4e2a\u884c\u4e1a\u9488\u5bf9\u8fd9\u4e9b\u65b9\u5411\u5728\u63a8\u8fdb\u3002<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u60f3\u7684\u8fd8\u662f\u4e0d\u591f\u5927\uff0c\u5f53\u65f6\u6211\u5df2\u7ecf\u89c9\u5f97\u81ea\u5df1\u60f3\u5f97\u591f\u5927\u4e86\uff0c\u4f46\u53ef\u80fd\u8fd8\u662f\u4e0d\u591f\u5927\u3002<\/p>\n<p>\u6c64\u9053\u751f\uff1a\u6280\u672f\u7684\u53d1\u5c55\u5f80\u5f80\u8d85\u4e4e\u6211\u4eec\u7684\u9884\u671f\u3002\u6211\u60f3\u95ee\u4e00\u4e0b\uff0c\u667a\u80fd\u4f53\u4eca\u5929\u5927\u5bb6\u90fd\u8bf4\u9700\u8981\u6d88\u8017\u5f88\u591a\u7684 Token \u8c03\u7528\u3002<b>\u5bf9\u4e8e\u6df7\u5143\u505a\u4e0b\u4e00\u4ee3\u7684\u6a21\u578b\u7814\u53d1\uff0c\u4f60\u89c9\u5f97\u4ec0\u4e48\u662f\u4f60\u7684\u4fa7\u91cd\uff1f\u6709\u54ea\u4e9b\u5730\u65b9\u6bd4\u8f83\u91cd\u8981\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u6beb\u65e0\u7591\u95ee\uff0c\u4eca\u5929 Agent \u6216\u8005\u8bf4 Coding Agent\uff0c\u5c31\u50cf DevOps \u4e00\u6837\uff0c\u662f\u4e00\u4e2a\u4e0d\u5f97\u4e0d\u505a\u7684\u4e8b\u60c5\uff0c\u662f\u6700\u57fa\u7840\u7684\u80fd\u529b\u3002\u6211\u4e2a\u4eba\u89c9\u5f97 Token \u975e\u5e38\u672c\u8d28\uff0c\u6709\u5f88\u591a\u539f\u56e0\uff0c\u4f46\u8fd8\u6709\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u539f\u56e0\u662f\uff0c\u5b83\u6709\u70b9\u50cf\u4ece\u5175\u73a9\u961f\u7684\u8fd9\u6837\u7684\u4e8b\u60c5\uff0c\u5f53\u4f60\u6709\u80fd\u529b\u53bb\u63a7\u5236\u81ea\u5df1\u7684 Health System\uff0c\u5f53\u4f60\u6709\u4e00\u4e2a Container \u7684\u65f6\u5019\uff0c\u4f60\u5176\u5b9e\u662f\u4e00\u4e2a Complete \u7684 System\u3002<\/p>\n<p>\u4eca\u5929\u6beb\u65e0\u7591\u95ee\u662f\u6bcf\u4e00\u5bb6\u6a21\u578b\u5382\u5546\u53d1\u529b\u7684\u91cd\u70b9\u3002\u6211\u4eec\u505a\u7684\u65b9\u6cd5\u53ef\u80fd\u4f1a\u6709\u51e0\u4e2a\u533a\u522b\uff1a\u7b2c\u4e00\uff0c\u5373\u4f7f\u4eca\u5929 Coding \u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u6211\u4eec\u8fd8\u662f\u4f1a\u5f3a\u8c03\u4f53\u7cfb\u7684\u5168\u9762\u5316\u3002\u6211\u59cb\u7ec8\u8ba4\u4e3a\uff0c\u771f\u7684\u8981\u628a Coding \u505a\u597d\uff0c\u9700\u8981\u7684\u6c38\u8fdc\u4e0d\u53ea\u662f Coding \u7684\u6570\u636e\uff0c\u4f60\u4e5f\u9700\u8981\u50cf\u6211\u521a\u521a\u8bf4\u7684\u804a\u5929\u3001\u641c\u7d22\u3001\u63a8\u7406\u5404\u79cd\u5404\u6837\u4e0d\u540c\u7684\u4e1c\u897f\uff0c\u56e0\u4e3a\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u70b9\u662f\u6cdb\u5316\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u4ea7\u54c1\u7684\u4f5c\u7528\u8d8a\u6765\u8d8a\u91cd\u8981\u4e86\u3002\u5982\u4f55\u5229\u7528\u597d\u7ebf\u4e0a\u7684\u56de\u6d41\uff0c\u662f\u6bcf\u4e00\u4e2a\u6a21\u578b\u5382\u5546\u90fd\u5728\u5e94\u5bf9\u548c\u601d\u8003\u7684\u95ee\u9898\u3002\u6211\u4eec\u521a\u521a\u63d0\u5230\u5f88\u591a Co-design \u7684\u7ecf\u9a8c\u4f1a\u53d8\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u89c9\u5f97\u8fd8\u9700\u8981\u66f4\u591a\u60f3\u8c61\u529b\u3002\u65e0\u8bba\u662f\u6280\u672f\u7684\u6f14\u8fdb\uff0c\u8fd8\u662f\u4ea7\u54c1\u7684\u6f14\u8fdb\uff0c\u8fd8\u662f\u8ddf\u4e0b\u4e00\u4e2a\u8303\u5f0f\u7684\u6f14\u8fdb\uff0c\u6211\u4eec\u8fd8\u662f\u9700\u8981\u505a\u4e00\u4e9b\u63a2\u7d22\u6027\u7684\u3001\u751a\u81f3\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u3002<\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u4ea7\u54c1\u4fa7\uff0c\u5927\u5bb6\u8d8a\u6765\u8d8a\u591a\u6709\u4e0d\u53ef\u7126\u8651\u7684\u58f0\u97f3\uff0c\u4e0d\u53ef\u7684\u6210\u672c\u6301\u7eed\u7206\u53d1\u5f0f\u589e\u957f\u3002\u6211\u4e5f\u542c\u5230\u5f88\u591a\u5ba2\u6237\u3001\u8eab\u8fb9\u7684\u540c\u4e8b\u5728\u76ef\u7740\u79ef\u5206\u7684\u6d88\u8017\u6216\u8005 Token \u7684\u6d88\u8017\u3002<b>\u600e\u4e48\u53ef\u4ee5\u8ba9\u6211\u4eec\u7684\u6a21\u578b\u5728\u89e3\u51b3\u67d0\u4e2a\u95ee\u9898\u6216\u8005\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u65f6\uff0cToken \u7684\u6548\u7387\u6700\u9ad8\uff1f<\/b>\u56e0\u4e3a\u6211\u4e4b\u524d\u505a\u8fc7\u4e00\u4e9b\u4efb\u52a1\uff0c\u5b83\u53ef\u80fd\u4f1a\u8bd5\u4e0d\u540c\u7684\u65b9\u5411\uff0c\u6709\u4e9b\u65b9\u5411\u4f60\u90fd\u77e5\u9053\u80af\u5b9a\u8d70\u4e0d\u4e0b\u53bb\uff0c\u4f46\u6a21\u578b\u53ef\u80fd\u8fd8\u4f1a\u8bd5\u8bd5\uff0c\u77e5\u9053\u8d70\u4e0d\u4e0b\u53bb\u518d\u8bd5\u4e0b\u4e00\u4e2a\u3002<b>\u91cc\u9762\u6709\u4ec0\u4e48\u53ef\u4ee5 Optimize \u7684\u5730\u65b9\uff0c\u8ba9 Token \u4f7f\u7528\u6548\u7387\u66f4\u9ad8\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u73b0\u5728\u4e2d\u56fd\u5927\u5bb6\u8ba8\u8bba\u6027\u4ef7\u6bd4\uff0c\u53ef\u80fd\u66f4\u591a\u8ba8\u8bba\u7684\u662f\u6a21\u578b\u67b6\u6784\uff0c\u4f46\u5176\u5b9e\u5b83\u662f\u4e00\u4e2a\u5f88\u590d\u6742\u7684\u4e8b\u60c5\u3002\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662f Performance\u3002\u5f88\u591a\u4eba\u8ddf\u6211\u8bf4\uff0c\u4ed6\u6700\u540e\u53d1\u73b0\u7528\u6027\u80fd\u5dee\u7684\u6a21\u578b\uff0c\u6700\u540e\u53d1\u73b0\u5176\u5b9e\u66f4\u7701\u94b1\uff0c\u56e0\u4e3a\u4f60\u66f4\u5feb\u5730\u628a\u4e8b\u60c5\u505a\u5bf9\u4e86\u3002\u6027\u4ef7\u6bd4\u6700\u5173\u952e\u7684\u4e8b\u60c5\u662f Performance\uff0c\u5982\u679c Performance \u4e0d\u597d\uff0c\u6027\u4ef7\u6bd4\u5c31\u5f88\u96be\u8d77\u6765\u3002<\/p>\n<p>\u5c24\u5176\u4eca\u5e74\uff0c\u5f88\u591a\u7b80\u5355\u4efb\u52a1\u7684 Batching \u4f1a\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002\u5982\u4f55\u4e00\u6b21\u628a\u5f88\u591a\u76f8\u5bf9\u7b80\u5355\u7684\u4efb\u52a1\u505a\u5bf9\u4e86\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\u7b2c\u4e8c\u90e8\u5206\u5c31\u662f\u6210\u672c\uff0c\u6210\u672c\u672c\u8eab\u5c31\u662f\u6027\u4ef7\u6bd4\u7684\u4e00\u90e8\u5206\u3002\u4e2d\u56fd\u5176\u5b9e\u662f\u9886\u5148\u4e16\u754c\u7684\uff0c\u6211\u4eec\u505a\u5927\u91cf\u7684\u5de5\u4f5c\u53bb\u4f18\u5316\u6210\u672c\u3002\u4f46\u6210\u672c\u4e0d\u53d8\uff0c\u53ef\u80fd\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u662f\uff1a\u7528\u4e00\u4e2a\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u628a\u66f4\u9ad8\u7684\u4ef7\u503c\u4efb\u52a1\u7ed9\u505a\u597d\u3002\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\uff0c\u67b6\u6784\u7684<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>\uff0c\u5305\u62ec\u5e38\u7528\u7684 Sparse \u67b6\u6784\uff0c\u6709\u5f88\u591a\u9700\u8981\u505a\u7684\u4e8b\u60c5\u3002\u6211\u4e2a\u4eba\u770b\u6cd5\u662f\uff0c\u5982\u679c\u6211\u4eec\u80fd\u505a\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5c0f\u7684\u6a21\u578b\uff0c\u5b83\u53c8\u80fd\u591f\u6bd4\u80a9\u5927\u6a21\u578b\u7684\u6027\u80fd\uff0c\u800c\u4e14\u5728\u5927\u90e8\u5206\u4efb\u52a1\u4e0a\u505a\u5230\u5f88\u5f3a\u7684 Robustness\uff0c\u8fd9\u53ef\u80fd\u4f1a\u6bd4\u5728\u5f88\u591a\u975e\u5e38\u957f\u7a0b\u7684 Fancy \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>\u6211\u4e5f\u633a\u597d\u5947\uff0c\u9ad8\u603b\uff0c<b>\u4f60\u89c9\u5f97 Agent \u4f60\u662f\u4ec0\u4e48\u65f6\u5019\u610f\u8bc6\u5230\u5b83\u662f\u4e00\u4e2a\u65b0\u7684\u4ea7\u54c1\u673a\u4f1a\uff0c\u4ee5\u53ca\u4f60\u73b0\u5728\u8ba4\u8bc6\u662f\u4ec0\u4e48\uff1f\u4f60\u89c9\u5f97\u6211\u4eec\u79bb\u4e00\u4e2a\u597d\u7528\u7684 Notification Framework \u4f1a\u8fdc\u5417\uff1f<\/b><\/p>\n<p><b>\u6c64\u9053\u751f\uff1a<\/b>\u6211\u4eec\u505a\u7684 Agent \u9488\u5bf9\u4e0d\u540c\u573a\u666f\u6709\u4e0d\u540c\u7684\u4ea7\u54c1\u5f62\u6001\u3002\u5728 Agent \u7684\u8bbe\u8ba1\u4e0a\u9762\uff0c\u5f88\u5927\u7a0b\u5ea6\u662f\u5728\u53d1\u6325\u6a21\u578b\u7684\u80fd\u529b\u3002\u6a21\u578b\u5728\u8fed\u4ee3\uff0c\u80fd\u529b\u8d8a\u5f3a\uff0cAgent \u9700\u8981\u505a\u7684\u5de5\u4f5c\u4e5f\u8d8a\u6765\u8d8a\u5c11\u3002\u6211\u770b\u6211\u4eec\u597d\u51e0\u4e2a\u4ea7\u54c1\uff0c\u5728\u8fc7\u53bb\u8fd9\u6bb5\u65f6\u95f4\uff0c\u968f\u7740\u6a21\u578b\u80fd\u529b\u52a0\u5f3a\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u4ea7\u54c1\u5185\u90e8\u7684\u903b\u8f91\u505a\u5f97\u66f4\u7b80\u5316\uff0c\u66f4\u591a\u7684\u662f\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u4e0d\u540c\u7684\u5de5\u5177\uff0c\u521b\u9020\u66f4\u591a\u7684 Skills\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u53bb\u5b8c\u6210\u4efb\u52a1\uff0c\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u7684\u8bb0\u5fc6\uff0c\u6bd4\u5982\u7528\u6237\u8fc7\u53bb\u4f7f\u7528\u7684\u4e00\u4e9b\u4e60\u60ef\uff0c\u6211\u4eec\u63d0\u53d6\u51fa\u6765\u7684\u7528\u6237\u504f\u597d\u4fe1\u606f\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u9012\u8fc7\u53bb\u3002\u5728 Coding \u7684\u73af\u5883\uff0c\u7528\u76f8\u5173\u7684 Context \u7ed9\u5230\u6a21\u578b\uff1b\u5728 Web \u91cc\u9762\u529e\u516c\u534f\u4f5c\uff0cPPT \u5927\u5bb6\u5173\u6ce8\u7684\u5185\u5bb9\u7ed9\u5230\u6a21\u578b Context\u3002\u4e0d\u4e00\u6837\uff0c\u6240\u4ee5\u5728\u6211\u4eec\u505a\u4e0d\u540c\u7684 Agent\uff0c\u66f4\u91cd\u8981\u8fd8\u662f\u4e86\u89e3\u90a3\u4e2a\u573a\u666f\u4e0b\u4ec0\u4e48\u5185\u5bb9\u3001\u4ec0\u4e48\u4fe1\u606f\u662f\u91cd\u8981\u7684\uff0c\u6bd4\u8f83 Relevant \u7684\uff0c\u80fd\u591f\u8ddf\u6a21\u578b\u914d\u5408\u597d\uff0c\u8ba9\u6a21\u578b\u6709\u5b83\u9700\u8981\u7684\u4fe1\u606f\uff0c\u540c\u65f6\u53d1\u6325\u5b83\u7684\u80fd\u529b\u3002<\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u4f46\u6211\u4eec\u6700\u8fd1\u786e\u5b9e\u63a8\u51fa\u4e86\u4e00\u4e9b\u50cf\u5b5f\u52a0\u62c9\u8fd9\u6837\u7279\u522b\u4e0d\u9519\u7684\u4ea7\u54c1\uff0c\u80cc\u540e\u6211\u89c2\u5bdf\u5230\u5f88\u591a\u5c0f\u56e2\u961f\u5728\u5feb\u901f\u8fed\u4ee3\u4ea7\u54c1\u3002\u6211\u633a\u597d\u5947\uff0c<b>\u76f8\u5bf9\u4e8e\u4f20\u7edf\u7684\u4ea7\u54c1\u7814\u53d1\uff0c\u5728\u8fd9\u79cd\u65b0\u7684 Agent \u65f6\u4ee3\u7684\u7814\u53d1\u548c\u7ec4\u7ec7\u7ba1\u7406\u4e0a\uff0c\u4ea7\u54c1\u56e2\u961f\u53d1\u751f\u4e86\u4ec0\u4e48\u53d8\u5316\uff1f\u4f60\u7684\u601d\u8003\u662f\u4ec0\u4e48\uff1f<\/b><\/p>\n<p>\u6c64\u9053\u751f\uff1a\u524d\u4e00\u9635\u5b50\u5728\u516b\u65b9\u5b98\u5b98\u91cc\u505a\u4e00\u4e2a\u4e3b\u6301\uff0c\u6211\u770b\u4e86\u4e00\u4e0b\u4ed6\u4eec\u90a3\u4e2a\u975e\u5e38\u6241\u5e73\u5316\u7684\u7ec4\u7ec7\uff0c\u8ddf\u6211\u4eec\u8fc7\u53bb\u7684\u5176\u4ed6\u4ea7\u54c1\u7ec4\u7ec7\u67b6\u6784\u6709\u5f88\u5927\u5dee\u5f02\u3002\u66f4\u591a\u7684\u5c0f\u56e2\u961f\uff0c\u4e09\u4e2a\u4eba\u3001\u4e94\u4e2a\u4eba\uff0c\u56f4\u7ed5\u7740\u67d0\u4e00\u4e2a\u9886\u57df\u53bb\u653b\u575a\uff0c\u800c\u4e14\u6709\u5f88\u591a\u5b9e\u9a8c\u5728\u91cc\u9762\u3002\u6240\u4ee5\u8981\u652f\u6301\u597d AI \u5b75\u5316\u53bb\u505a\u5b9e\u9a8c\uff0c\u8ba9\u4e0d\u540c\u7684\u5c0f\u56e2\u961f\u53ef\u4ee5\u53bb\u63a2\u7d22\uff0c\u7136\u540e\u518d\u9a8c\u8bc1\u3002\u56e0\u4e3a\u5b9e\u9a8c\u5927\u90e8\u5206\u53ef\u80fd\u62ff\u4e0d\u5230\u6b63\u5411\u7684\u53cd\u9988\uff0c\u6211\u4eec\u4e5f\u8981\u5305\u5bb9\u56e2\u961f\u53bb\u8bd5\u9519\u3002\u901a\u8fc7\u5927\u91cf\u5b9e\u9a8c\u53bb\u63d0\u70bc\u51fa\u5bf9\u7528\u6237\u7559\u5b58\u3001\u5bf9\u6211\u4eec\u60f3\u8981\u7684\u7ed3\u679c\u6709\u6b63\u5411\u5e2e\u52a9\u7684\u4e1c\u897f\u3002\u8fd9\u662f\u4eca\u5929\u505a Agent\u3001\u505a AI \u4ea7\u54c1\uff0c\u8fd9\u4e2a\u7ec4\u7ec7\u5f62\u6001\u8981\u80fd\u591f\u6bd4\u8f83\u597d\u53bb\u652f\u6491\u7684\u3002<\/p>\n<p>\u53e6\u5916\u539f\u6765\u6709\u5f88\u591a\u5de5\u7a0b\u5e08\u82b1\u5f88\u591a\u65f6\u95f4\u5199\u4ee3\u7801\uff0c\u4f46\u4eca\u5929\u8fd9\u4e9b\u5de5\u4f5c\u53ef\u4ee5\u4ea4\u7ed9 AI \u4e86\uff0c\u6240\u4ee5\u6211\u4eec\u4f1a\u770b\u5230\u5f88\u591a\u89d2\u8272\u7684\u878d\u5408\u3002\u53ef\u80fd\u5927\u5bb6\u90fd\u662f\u4ea7\u54c1\u7ecf\u7406\uff0c\u90fd\u8981\u53bb\u4e86\u89e3\u900f\u5f7b\u7528\u6237\u7684\u9700\u6c42\u4ee5\u53ca\u8bbe\u8ba1\u51fa\u6211\u4eec\u60f3\u8981\u7684\u4ea7\u54c1\u5f62\u6001\u3002\u6bcf\u4e00\u4e2a\u5de5\u7a0b\u5e08\u53ef\u80fd\u5c31\u66f4\u50cf\u4e00\u4e2a\u6709\u60f3\u6cd5\u7684 Leader\uff0c\u9a71\u52a8\u7740\u591a\u4e2a Coding Agent \u6765\u9488\u5bf9\u6211\u4eec\u60f3\u8981\u7684\u4ea7\u54c1\u9700\u6c42\u505a\u7814\u53d1\u3001\u5f00\u53d1\uff0c\u540c\u65f6\u4e5f\u8981\u628a\u6d4b\u8bd5\u3001\u8d28\u91cf\u4fdd\u8bc1\u3001Alignment \u5bf9\u9f50\u7684\u5de5\u4f5c\u505a\u5230\u524d\u9762\u3002<\/p>\n<p>\u6211\u4e5f\u60f3\u518d\u95ee\u4e00\u4e2a\u5927\u5bb6\u6bd4\u8f83\u591a\u8ba8\u8bba\u7684\u95ee\u9898\u3002\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\u6162\u4e86\uff0c\u5728 AI \u4e0a\u9762\u6211\u4eec\u6ca1\u6709\u53ca\u65f6\u6293\u4f4f\u4e00\u4e9b\u673a\u4f1a\u3002<b>\u4f60\u89c9\u5f97\u6211\u4eec\u771f\u7684\u6162\u4e86\u5417\uff1f\u5230\u5e95\u4e0b\u534a\u573a\u662f\u4ec0\u4e48\uff1f\u4f60\u80fd\u518d\u591a\u8bf4\u4e00\u4e9b\u5417\uff1f<\/b><\/p>\n<p><b>\u59da\u987a\u96e8\uff1a<\/b>\u611f\u89c9\u8fd9\u5e94\u8be5\u662f\u6211\u95ee\u4f60\u7684\u95ee\u9898\u3002\u6211\u89c9\u5f97\u9996\u5148\u6709\u4e24\u4e2a\u91cd\u8981\u7684\u5224\u65ad\uff1a\u7b2c\u4e00\uff0c\u6211\u4eec\u8ba4\u4e3a AI \u662f\u4e00\u4e2a\u77ed\u671f\u7684<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>\u8fd8\u662f\u957f\u671f\u7684\u6e38\u620f\u3002\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\uff0c\u8bf4\u4e24\u5e74\u540e\u5c31\u9047\u5230\u5931\u4e1a\u4e86\uff0cAI \u5c31\u8981\u53d6\u4ee3\u5de5\u4f5c\uff0c\u6211\u4eec\u5e94\u8be5\u8d76\u5feb\u8d5a\u4e24\u5e74\u94b1\u7136\u540e\u9000\u4f11\u3002\u90a3\u8fd9\u662f\u4e00\u4e2a\u5224\u65ad\u3002\u5f88\u663e\u7136\u6211\u4eec\u7684\u5224\u65ad\u662f\u957f\u671f\u7684\u3002AI \u624d\u521a\u521a\u5f00\u59cb\uff0c\u4ece\u67d0\u79cd\u89d2\u5ea6\u4e0b\u534a\u573a\u624d\u521a\u521a\u5f00\u59cb\u3002\u6211\u4e0d\u8ba4\u4e3a <a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a> \u548c Claude \u4f1a\u662f\u552f\u4e00\u7684\u963b\u788d\uff0c\u90a3\u4f1a\u662f\u4e00\u4e2a\u975e\u5e38\u7070\u6697\u7684\u4e16\u754c\uff0c\u6211\u89c9\u5f97\u80af\u5b9a\u4f1a\u6709\u6e90\u6e90\u4e0d\u65ad\u65b0\u7684\u673a\u4f1a\u51fa\u73b0\u3002\u53ef\u80fd\u4eca\u5929\u5c31\u50cf\u662f\u4e03\u5341\u5e74\u4ee3 PC \u521a\u521a\u4ea7\u751f\u7684\u65f6\u5019\uff0c\u8fd8\u6709\u5f88\u591a\u5f88\u591a\u4e8b\u60c5\u9700\u8981\u505a\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u5224\u65ad\uff1a\u5b83\u4f1a\u662f\u4e00\u4e2a\u66f4\u7ebf\u6027\u8fd8\u662f\u66f4\u591a\u5143\u7684\u6e38\u620f\u3002\u8fc7\u53bb\u51e0\u5e74\u5927\u5bb6\u80fd\u770b\u5230\u7684\u662f\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u3001RL\u3001Agent\uff0c\u4f3c\u4e4e\u6709\u4e00\u4e2a\u975e\u5e38\u6e05\u6670\u7684\u4e3b\u7ebf\uff0c\u6240\u6709\u4eba\u90fd\u5728\u505a\u4e00\u6837\u7684\u4e8b\u60c5\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u975e\u5e38\u7070\u6697\u7684\u4e8b\u60c5\u3002\u672a\u6765\u4f1a\u53d8\u5f97\u66f4\u5355\u4e00\u8fd8\u662f\u66f4\u591a\u5143\uff1f\u6211\u4e2a\u4eba\u770b\u6cd5\u662f\uff0c\u4f1a\u53d8\u5f97\u66f4\u591a\u5143\u3002\u505a DNA\u3001\u505a\u80fd\u529b\u4f1a\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\uff0c\u5b83\u662f\u4e00\u4e2a\u521a\u521a\u5f00\u59cb\u7684\u4e8b\u60c5\uff0c\u8fd9\u4e2a\u4e16\u754c\u8fd8\u6709 Trillions of dollars market \u6ca1\u6709\u88ab\u586b\u6ee1\u3002\u4f46\u662f\u591a\u6a21\u6001\u3001\u786e\u5b9a\u667a\u80fd\uff0c\u5f88\u591a\u5f88\u591a\u65b0\u7684\u4e8b\u60c5\u90fd\u5728\u53d1\u751f\u6216\u8005\u521a\u521a\u53d1\u751f\u3002\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u6765\u8bf4\uff0c\u5982\u679c\u8ba4\u4e3a\u4e0a\u534a\u573a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\" title=\"View all posts in \u4eba\u5de5\u667a\u80fd\" target=\"_blank\" class=\"tag_link\">\u4eba\u5de5\u667a\u80fd<\/a>\u5f00\u59cb\uff0c\u90a3\u53ef\u80fd\u786e\u5b9e\u4e0d\u591f\u3002\u6211\u89c9\u5f97\u8fc7\u53bb\u6a21\u578b\u3001\u4ea7\u54c1\u505a\u4e86\u5f88\u591a\u63a2\u7d22\uff0c\u505a\u4e86\u5f88\u591a\u7ba1\u7406\uff0c\u8fd9\u662f\u6b63\u5e38\u7684\u3002\u4f60\u6ca1\u6709\u505a\u8fc7\u8fd9\u4e2a\u4e8b\u60c5\uff0c\u7b2c\u4e00\u6b21\u505a\u80af\u5b9a\u4f1a\u6709\u66f2\u6298\u3002\u4f46\u53ef\u80fd\u66f4\u91cd\u8981\u7684\u4e8b\u60c5\u662f\u80fd\u4e0d\u80fd\u8bda\u5b9e\u5730\u9762\u5bf9\u81ea\u5df1\uff0c\u80fd\u4e0d\u80fd Be Real\uff0c\u80fd\u4e0d\u80fd\u770b\u5230 Feedback 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