Arize AX has introduced several updates aimed at enhancing the user experience and functionality for agent engineering, data visualization, and dataset management. The Experiments page now offers improved UX with richer charting capabilities, including enhanced diffing support and new select components for side-by-side analysis, alongside usability fixes such as expandable tables and editable experiment names. The tracing interface features a new dedicated Agent Graph tab for better visualization of agent interactions, and trace interactivity has been improved with hover states and clickable spans. In the Playground, performance updates ensure reliable data loading, and support for GPT-5 has been added for experimentation. Dataset management has been enhanced with improved filtering, expanded REST API capabilities, and support for images in datasets and labeling queues. Other updates include expanded annotation configuration capabilities, advancements in the Alyx Copilot API, and UX enhancements on the Projects page, along with a revamped evaluation and tasks experience. These updates collectively aim to streamline workflows and improve the overall user experience in Arize AX.