Generative AI, LLMs, VLMs

Through our extensive experience in AI and our early adoption of deep learning, we have developed state-of-the-art capabilities in many current areas of generative AI including vision-language models (VLMs), retrieval-augmented generation (RAG), unsupervised training of multimodal foundation models, human-aligned reasoning in LLMs, image generation and style transfer, and image/video captioning. Our methods enable powerful, domain-specific applications based on the latest breakthroughs in generative AI, such as sample-efficient methods to adapt LLMs for human-aligned decision-making in the medical triage domain.