JEP 525（结构化并发预览版6）已经完成，将随即将发布的JDK 26交付。自JDK 21发布以来，结构化并发API已经经历过多轮预览改进，JEP 525延续了这项工作，目的是使并发任务管理比传统的ExecutorService/Future模式更清晰、更安全、更易于推理。这次迭代只做了一些小幅但有用的调整，核心模型保持不变。

说到底，这个道理其实很简单：创新不再局限于某一种编程语言。模型训练的阵地依然在 Python，但模型推理的归属，只取决于哪个环境能提供稳定、可扩展、可观测的系统——而 Java，正是这样的理想环境。

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