说一个很多人可能不知道的事。在国产大模型里，MiniMax的编程能力其实一直挺能打的。很早之前，当其他产品还在依赖单模型的代码能力时，MiniMax就用上了Agent形态的编码——不仅能输出代码，还能自动检测代码、自动测试并修复bug。只是这家公司一直比较低调。最近他们更新了M2.5。我看了一眼参数——激活参数量只有10B。但 ...

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这种“组合拳”式的解析策略，最大的价值在于其强大的鲁棒性（抗风险能力）。

A critical zero-day in Oracle E-Business Suite is under active exploitation. ICE plans a major expansion of its social media surveillance operations. Discord confirms a third-party data breach. A ...

A new, unofficial DOGE API Download Tool has appeared online, which allows to fetch data from the Department of Government Efficiency’s (DOGE) official API as CSV files, simplifying interaction with ...