测试满分≠线上能用！Anthropic 这套工具解决 Agent 调优的自欺欺人 拆解 Claude 全新 skill：一键构建评估集 + 自动爬山调优，规避 Agent 过拟合 2026年，AI ...

文章浏览阅读140次。2026年9月1日到11日，海内外7家头部模型厂商迭代了新模型。过去大模型的升级周期以年计算，后来缩短到几个月，如今已经开始以周为单位。据OpenRouter平台数据，DeepSeek V4.1 Flash在发布24小时内被处理了约1万亿Token。当模型迭代进入“周更时代”，一个越来越尖锐的工程问题浮出水面：你的应用架构，跟得上这个节奏吗？

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