Youtu-VL Shows How Treating Vision as a Target Unlocks Better Multimodal AI

Apache Spark 4.1 marks a shift from hand-crafted data pipelines to declarative design, reducing operational complexity through automated optimization, incremental views, built-in CDC, and native data quality checks.