health securitydata engineeringinteroperability
The Data Foundations of Global Health Security
Health security AI is only as strong as its data fabric. How interoperable, well-governed data foundations turn fragmented records into early warning.
Insights
Research and perspectives on frontier AI for global health security.
- RAGLLMevidence-based AI
Retrieval-Augmented Generation in Healthcare: Grounding AI in Evidence
Generic LLMs hallucinate. RAG grounds answers in citable medical evidence. Why retrieval-augmented generation is the backbone of trustworthy health AI.
- health financinghealth economicsresource allocation
Smarter Health Financing: Allocating Scarce Resources With AI
Every health dollar competes against another. AI-driven health financing models show where each unit of spend buys the most health — and where it is wasted.
- decision intelligencehealth analyticsAI strategy
Decision Intelligence: Turning Health Data Into Action
Dashboards report the past. Decision intelligence recommends the next move. How AI is closing the gap between health data and real-world decisions.
- climate healthplanetary healthvector-borne disease
Climate Change and Infectious Disease: Mapping the New Risk Frontier
Rising temperatures and shifting rainfall are redrawing the map of malaria, dengue, and cholera. How climate-health modeling quantifies the emerging risk.
- disease forecastingepidemic intelligenceAI in public health
How AI Disease Forecasting Detects Outbreaks Before They Spread
AI disease forecasting models combine surveillance, climate, and mobility data to flag outbreaks weeks earlier than traditional reporting. Here is how it works.