The only practical way to do this will be to make use of the existing, fully-deployed and very personally invasive surveillance infrastructure now sitting in your pocket (or under your cat)https://twitter.com/mlipsitch/status/1243351925229223937 …
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No, you need population-wide monitoring that is nonconsensual. The privacy was ditched a long time ago by anyone who uses a cell phone. This is just repurposing it from ad sales and god knows what to public health.
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Other countries, even with significant outbreaks (South Korea), have achieved success with invasive measures for the infected (which I fear would be needed for scaling), sometimes with optional apps for others.
End of conversation
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