Clarifai has made significant updates and enhancements across various aspects of its platform. It introduced Secure Data Hosting (SDH) for all users, providing an additional layer of security for data stored on Amazon S3 by using a token-based authorization mechanism. The platform published several new models, including multimodal pre-training methods and language models optimized for different tasks such as image captioning, dialogue, and code generation. Users can now customize model configurations using deep training templates and import models from Hugging Face. The platform has addressed multiple bug fixes, improved user experience on model pages, and enhanced sorting capabilities by introducing new options like Star Count and Date Created. Additionally, Clarifai has rolled out features to improve user onboarding, account settings, and collaboration within organizations, along with updates to modules and workflows to ensure better functionality and integration.