本文并非官方文档的简单翻译，而是结合多方信息源和实战经验，对 Spark 3 到 Spark 4 的迁移进行一次系统性梳理。我们将从"必须改"、"容易踩坑"、"值得利用"三个维度，帮助你制定一个清晰的迁移路线图。

Preview of new companion app allows developers to run multiple agent sessions in parallel across multiple repos and iterate ...

Short Summary Tech Behind Spotify Wrapped Archive 2025. Spotify’s Wrapped Archive 2025 identifies up to five “remarkable days” from a listener’s entire year using a ranked ...

Those changes will be contested, in math as in other academic disciplines wrestling with AI’s impact. As AI models become a ...

Meta launches Muse Spark, a new multimodal AI model with advanced reasoning and efficiency gains, as it aims to compete with ...

With DeerFlow, ByteDance introduces a super-agent framework that allows for secure and parallel execution of agents through ...

Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner ...

Meta appears to be back in the AI game. Meta today launched Muse Spark, the first model out of Meta Superintelligence Labs ...

Mark Collier briefed me on two updates under embargo at KubeCon Europe 2026 last month: Helion, which opens up GPU kernel ...

Overview: Big Data Analytics enables organisations to convert complex datasets into insights that improve efficiency, ...

Rowhammer attacks have been around since 2014, and mitigations are in place in most modern systems, but the team at gddr6.fail has found ways to apply the attack to current-generation GPUs.

AI firm Anthropic accidentally leaked its Claude Code source code via an npm package, revealing unreleased features like an ...