New AI Models Redefine Weather Forecasting with Faster, Cheaper, and More Accurate Predictions
New multi-modal AI weather models like Microsoft’s Aurora, DeepMind’s Cyclone system, Cambridge’s Aardvark, and Spire’s AI-WX are significantly outperforming traditional forecasts and operating faster on less hardware. These breakthroughs enhance disaster lead times and democratize access to accurate forecasting, especially in underserved regions. Faculty can contribute by refining datasets, testing deployment in diverse settings, and leveraging strengths in climate science, data engineering, and policy to build inclusive, locally adaptive AI-driven early warning systems.
Hurricanes and sandstorms can be forecast 5,000 times faster thanks to new Microsoft AI model
Smarter, Earlier, Safer: How AI Is Redefining Cardiovascular Risk Management
Artificial intelligence is now core to cardiovascular care from deep‑learning ECG models in emergency departments to wearable‑based anomaly detection and non‑invasive hemodynamic monitoring. These systems are enabling predictive diagnostics, personalized therapies, and real‑time remote monitoring. As health systems adopt these technologies globally, AI is shifting from adjunct to essential infrastructure. Faculty can align by validating AI tools in diverse populations, integrating multi‑omic and social‑determinant data, and partnering with health systems to embed tools into clinical workflows and community‑based settings.
AI-Enabled Wearable ECGs Offer Real-Time Anomaly Detection for Early Cardiac Intervention
Tools & Resources
Access additional market information through powerful tools available from the J. Willard Marriott Library:
Markets and Markets – Comprehensive market reports, with competitive intelligence and trends
BCC Research – Detailed market forecasting and industry analysis
Factiva – Global news and business information
Pitchbook – Private market and investment data
Researchers can contact the Technology Licensing Office (TLO), Eccles Health Science Library, J. Willard Marriott Library, or Center for Medical Innovation (CMI) for tailored market information.
Upcoming Webinars
Join an ongoing webinar series to explore AI, community-led strategies, and sector-specific innovations strengthening early warning systems and disaster resilience worldwide.
💡 Need help getting started?
Explore our full Market Research for Inventors page on the TLO site for tools, examples, and a step-by-step PDF guide to walk you through the process.
