Saturday, March 7, 2020

How To Prepare For Pandemic - Taleb

The concept of the precautionary principle popularized by Taleb is a gem. In simplistic terms - there are events (like this Coronavirus thing) where it is better to over-prepared (even if you might look like a fool in the short-term) than caught under-prepared (and being wiped out a.k.a death or worse).

Here's a great "note" on this by Taleb and team:

General Precautionary Principle
The general (non-naive) precautionary principle delineates conditions where actions must be taken to reduce the risk of ruin, and traditional cost-benefit analyses must not be used. These are ruin problems where, over time, exposure to tail events leads to a certain eventual extinction. While there is a very high probability for humanity surviving a single such event, over time, there is eventually zero probability of surviving repeated exposures to such events. While repeated risks can be taken by individuals with a limited life expectancy, ruin exposures must never be taken at the systemic and collective level. In technical terms, the precautionary principle applies when traditional statistical averages are invalid because risks are not ergodic.

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Conclusion: Standard individual-scale policy approaches such as isolation, contact tracing, and monitoring are rapidly (computationally) overwhelmed in the face of mass infection, and thus also cannot be relied upon to stop a pandemic. Multiscale population approaches including drastically pruning contact networks using collective boundaries and social behavior change, and community self-monitoring, are essential.
Together, these observations lead to the necessity of a precautionary approach to current and potential pandemic outbreaks that must include constraining mobility patterns in the early stages of an outbreak, especially when little is known about the true parameters of the pathogen.

It will cost something to reduce mobility in the short term, but to fail to do so will eventually cost everything—if not from this event, then one in the future. Outbreaks are inevitable, but an appropriately precautionary response can mitigate systemic risk to the globe at large. But the policy- and decision-makers must act swiftly and avoid the fallacy that to have appropriate respect for uncertainty in the face of possible irreversible catastrophe amounts to "paranoia," or the converse a belief that nothing can be done.

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