A recent update has introduced a variety of enhancements, bug fixes, and new features across multiple areas, including accounts, applications, data management, annotation, model deployment, prediction, and search functionalities. The improvements aim to streamline operations by updating API endpoints, enhancing email verification processes, and improving the stability of various features such as the collaborator invitations and video handling. Data management has been optimized through better asset status checks, pagination, and enhanced error handling, while annotation accuracy and resource usage have been improved for large numbers of concepts. Model deployment updates include new detection models, custom training enhancements, and better management of duplicate models. Predictive functionalities have been refined to address issues with workflow predictions and backend memory usage. Additionally, the search experience has been enhanced with better user interface interactions and more accurate result displays, contributing to an overall more efficient and reliable system.