The text details the decommissioning of an old portal and the introduction of a new, improved version by Clarifai. The new portal offers a faster user experience, enhanced dataset management, advanced model training, and improved team management functionalities. Key features include a more powerful input management system, new model evaluation modules, and the introduction of generative models and LLM fine-tuning. The update also addresses various bug fixes and improvements across the system, such as enhanced input management, UI/UX enhancements, and better workflow and model handling. Additionally, the Clarifai Community and modules have been introduced to extend UI functionalities and backend processing, providing users with more customization options.