Clarifai has introduced several new features to enhance its platform's functionality and user experience. Users can now publish workflows on Clarifai Community, allowing for the integration of different models to perform complex data operations tailored to business needs. The platform also supports two-factor authentication (2FA) in its New Portal, which enhances security and productivity by reducing the likelihood of unauthorized access and simplifying password management. Additionally, a new model, "sup-simcse-roberta-large," utilizes a contrastive learning framework for processing both labeled and unlabeled data, improving the alignment and uniformity of pre-trained embeddings. Clarifai has expanded its capabilities by allowing the import of Text-Embedder models from Huggingface and Visual-Detector models from MMDetection, facilitating quick training and future integrations. Furthermore, the New Portal offers improved tools for labeling assignments, dataset version tracking, input management, and filtering, which streamline the process of building and refining AI solutions.