随着企业数字化转型深入，Data + AI 一体化成为技术架构的核心方向。传统数据湖主要管理结构化与半结构化数据（如 Parquet、JSON），如今正向全模态统一治理演进，将图片、音频、视频等非结构化文件纳入湖仓体系，实现“一湖多源”统一存储与管理。同时，计算引擎从单一大数据工具扩展至支持 AI 场景 Spark、Ray 等分布式框架，推动开发平台向一站式、智能化发展。
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2. You want the most forgiving camera system on the market Sure, the Pixel 10 Pro XL may not have all the camera bells and whistles of the Galaxy S26 Ultra, but where it lacks in sensors, it makes up for it in computational tuning and image recognition. The best example is when I tested the Pixel's 100X Pro Res Zoom, which leverages its 48MP telephoto lens and the Tensor G5's ISP to recognize distant subjects and AI-generates lost details. The result, as surveyed by a crowd of media members, showed the Pixel beating the Galaxy's 100X zoom by a long shot.