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Virus Evolution Outpaced Expectations
- Topol explains the pandemic shifted from a stable virus to rapidly evolving waves, culminating with Omicron's many mutations.
- He emphasizes we underestimated viral evolution and have stayed reactive rather than planning ahead.
Fund A Fast Program For Next Gen Vaccines
- Launch an "Operation Lightning Speed" funding push to scale next-generation vaccines like nasal or pan-coronavirus shots.
- Public and government should make a targeted, modest investment to manufacture millions of doses preemptively.
AI Needed To Process Medicine's Data Flood
- Eric Topol says AI is necessary because medicine is overwhelmed by multilayered data from genomics, sensors, and electronic records.
- Deep learning gives "machine eyes" that see patterns in images and multimodal data humans miss, enabling new diagnostics.



