Clarifai's Release 7.9 introduces significant enhancements to its data-centric AI platform, including advanced tools for video data manipulation, dataset management, and people detection. The release features a Task-Labeler with a Time-Segment tool, enabling users to label entire video segments as single concepts, dramatically speeding up the annotation process. API support for Time-Segments allows for streamlined video input annotations. The introduction of datasets as stored entities facilitates effective management for visual search, training, and evaluation, while dataset versions offer a systematic approach to refining datasets for improved AI accuracy. Additionally, a new person-detection model, Yolo5x, offers a sixfold speed improvement over previous models, providing efficient identification of people in both photo and video data with bounding boxes and probability scores.