Nolan Chen

By Nolan Chen, Partner Solutions Architect – AWS By Gokhul Srinivasan, Sr.Partner Solutions Architect – AWS By Divya Srungaram, VP of Healthcare Solutions – WRITER The healthcare industry stands at a crossroads of complexity and opportunity. As organizations transition from traditional care delivery models to personalized medicine, they face new levels of operational complexity while managing stringent regulatory requirements and resource constraints.

This post is co-written with Rich Young from Arize AI. Agentic AI applications built on agentic workflows differ from traditional workloads in one important way: they’re nondeterministic. That is, they can produce different results with the same input. This is because the large language models (LLMs) they’re based on use probabilities when generating each token.

By Nolan Chen, Partner Solutions Architect – AWS By Julien Simon, Chief Evangelist – Arcee AI By Jeff Underhill, Principal Specialist Graviton – AWS By Kinnar Sen, Principal Specialist Solutions Architect Compute – AWS The growing demand for Generative AI (GenAI) applications has led to a corresponding demand for compute resources that can run these workloads efficiently.