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DataWorks 推出 数据集（Dataset） 概念，支持在 Python、Shell、Notebook 等环境中一键挂载数据集，无需手动配置 HDFS、OSS 客户端。底层自动完成数据读取与格式解析，支持 EMR Serverless Spark、MaxCompute、PAI DLC 等引擎无缝接入，实现“即查即用”的开发体验。
Something similar is happening with AI agents. The bottleneck isn't model capability or compute. It's context. Models are smart enough. They're just forgetful. And filesystems, for all their simplicity, are an incredibly effective way to manage persistent context at the exact point where the agent runs — on the developer's machine, in their environment, with their data already there.