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。

（拉斯维加斯26日讯）Google Cloud在拉斯维加斯举办的Next '26大会上发布一系列重磅创新技术，旨在帮助全球企业——包括东南亚的CIMB Niaga、FairPrice Group、DBS等——转型为"代理型企业"（Agentic Enterprise），实现从简单聊天机器人迈向能够自主感知、推理与行动的AI代理。Gemini企业代理平台Google Cloud正式推出Gemini企 ...

Robotics kits that spark young imaginations From LEGO Mindstorms to AI-powered companions, robotics kits are transforming how kids learn STEM at home. These interactive tools blend coding, engineering ...

Muse Spark makes Meta AI the most online AI yet ...

Apache Spark创始人Matei Zaharia荣获美国计算机协会（ACM）年度计算奖，奖金25万美元。他在加州大学伯克利分校攻读博士期间开发了Spark，解决了大数据处理门槛高的问题，支持Python、SQL等多种语言，大幅降低使用难度。他还联合创立了估值1300亿美元的Databricks，并参与开发Delta Lake、MLflow等开源项目，对数据分析与AI领域产生了深远影响。

Sean Ball, far left, is Sir Robin in the touring production of Monty Python’s Spamalot, opening April 28 at Bass Hall. The show also stars Fort Worth’s own Major Attaway as King Arthur. (Photo by ...

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Meta Superintelligence Labs released its first AI model: Muse Spark. Meta says it can deploy multiple agents at once, has better health and coding abilities, and a new shopping mode. Meta invested $14 ...

Meta has been one of the most interesting companies of the generative AI era — initially gaining a loyal and huge following of users for the release of its mostly open source Llama family of large ...

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Following the icy reception to Llama 4, Meta is releasing the first in a new family of AI systems built by its recently formed Superintelligence team. The company is kicking off its new Muse era with ...

Meta on Wednesday announced its first major model since CEO Mark Zuckerberg rebooted the company’s AI efforts last year under a new division called Meta Intelligence Labs. The model, called Muse Spark ...