AI/ML: Top Startups Building Generative AI on AWS

Generative AI models, like Stable Diffusion and GPT-3, have captured popular imagination. Large Foundational Models (FMs) like these are pre-trained on huge volumes of data (e.g. big parts of the internet) and demonstrate powerful generative, zero-shot and few-shot machine learning capabilities. Bringing these innovations to production requires solving a variety of challenges beyond the model architecture and data science, including training, fine-tuning and inference optimization at the largest scale. These path-breaking innovations have emerged from many of the startups and open-source communities featured in this event. Connect with the leading founders and visionaries of these companies and communities, as they share their perspectives on challenges and best practices for bringing Foundational Models to production. AWS is proud to be the production partner for these and most other open FM technology startups.