Large Language Models (LLMs) are advanced AI systems that understand and generate human language by analyzing vast amounts of text data. CAAI researchers apply the latest advancements in LLMs to projects around campus using high-powered computers and servers. We’re developing innovative solutions that address real-world challenges. Plus, CAAI offers LLM Factory, a self-service platform for creating adapted models.
Below are projects that show the diverse applications of LLMs in different contexts, illustrating their immense potential.
In the medical field, LLMs enhance clinical decision-making by providing quick access to relevant literature, aiding in diagnostics through symptom analysis, and offering personalized patient education. They also improve the management of electronic health records by extracting key information and generating summaries, ultimately boosting efficiency and patient outcomes in healthcare settings. Additionally, LLMs can play a vital role as virtual health agents by retrieving highly relevant information from vetted resources and sharing it with patients in a conversational manner. CAAI focuses on applying the latest and greatest technologies in medical context, ultimately advancing research and ensuring positive outcomes for both patients and providers.