2/ Can we estimate a measure of the infections risks, so that we can free from the lockdowns all activities that are low-risk, while keeping away from the few high-risk ones?
The answer is yes.
3/ Let's begin with the basics. The probability of infection depends on the viral load we receive (i.e., the cumulative number of virus particles breathed in).
The denser the virus in the air, the higher the load.
Similarly, the longer we inhale, the higher the load.
4/ The average dose at which we have a significant chance of being infected is called an "infection quantum".
It differs person by person, and depends on his or her immune system, age, comorbidities, etc.
5/ We can approximate that the probability of infection is proportional to the dose at low dose. It's not necessarily nor fully true, but it enables us make important considerations.
6/ First consideration on the face masks. If you use a cotton mask, you divide the inhaled load by 3 but also exhale 3 times less load. This means that you reduce risk by a factor of 9.
7/ Luca's note: don't focus on the exact numbers, which I couldn't verify. Instead, focus on the reasoning. Because it makes sense even if the coefficients were lower.
8/ A second consideration that determines the viral loads inhaled: how much ventilation there is per person nearby you.
In other words, the replacement of stale air with fresh one.
The more ventilation, the less viral load to inhale.
9/ We can estimate ventilation with CO2 detectors. CO2 and virus dilute at the same time.
The more the CO2 detected indoors, the higher the risk of infection.
10/ Luca's note: all other things equal. Face masks don't block CO2, so you can have two rooms, same CO2, one safer because people wear face masks.
So, CO2 is a proxy for bad ventilation, thus a proxy for relative risk of infection, not absolute one. Still, useful.
11/ Third consideration. Viral loads depend on the activity. Same room, same ventilation, if people sing there will be higher loads than if they talk.
13/ If you spend 30 mins with two of them, no mask, in your living room with closed windows, you have a 67% probability of getting infected.
If you use surgical masks and ventilate twice for 3 minutes, the probability plummets to 0.2%
14/ Luca's note. Again, don't focus on the exact numbers. They might or might not be exact. But the influence of the conditions is probably in the right order of magnitude, and that's what matters to understand what's going on and what we can do to re-open.
15/ Opening universities? It can perhaps be done, BUT. It can't be a simple "let's go back to normal".
We must ventilate, use CO2 detectors, distribute good masks, install masks decontaminators. It will cost some money, but not that much.
16/ The original thread continues with aerodynamics considerations, I won't translate. But I think that the important point has been made.
17/ Chances of infection are not binary, "if I'm next to an infected I catch it."
Masks and ventilation matter.
Therefore, it shouldn't just be "can we reopen?" but "can we reopen HOW?"
18/ I LOVE the idea of using CO2 detectors to estimate ventilation.
What if, when we’ll re-open restaurants & schools in low-risk areas, we do so WITH THE REQUIREMENT of installing CO2 detectors & keeping CO2 levels below a given threshold to guarantee ventilation & distancing?
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And if by any chance you get an offer at a company you don’t like, just refuse. You’ll still gain confidence & information about salary negotiations, interviews, etc.
They’ll make you better at interviewing at companies you want to work for, and at eventual salary negotiations
I personally began interviewing during my second year of university. I only accepted a job during my last one. All that experience doing interviews meant I could filter bad employers and get a good shot at my preferred one, for which I ended up working for 3 fulfilling years.
An example of tragedy of the commons. A city has access to a small forest.
If you are a citizen, self-interest would dictate that you cut a tree to get some wood to heat your house. But if everyone does, the wood disappears.
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2/ The tweet below recently made me notice that this kind of problems can be formulated in terms of #ergodicity.
3/ One of the definitions of ergodicity is "when the outcome of a person performing an action n times coincides to the outcome of n people performing the action once."
Here is how it applies to the tragedy of the commons:
There are three main reasons for irrational behavior.
Thread, 1/11
The first one is an excessively-narrow definition of irrationality.
Example: playing a boardgame, your friend makes a move which is suboptimal to victory. Is he being irrational?
Only if winning at the game is all that matters. But maybe he's optimizing for friendship.
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Another example: working overtime might get you ahead at work but also set you back in personal life.
In general, it's never rational to maximize performance at a given task. It's rational to maximize one's performance across all tasks. And sometimes, the two are at odds.
Too often, consulting engagements end up making the client more fragile.
Why? What can clients AND consultants do differently?
(thread, 1/N)
2/ One possible cause is, of course, psychopathic consultants & self-centered management. But there's a lot that can go wrong even when both parties are well-meaning.
Here are 3 problems that must be addressed to avoid consulting disasters, even assuming competence & good faith.
3/ I often say, "centralization is only efficient to the central observer"
Similarly, consulting is often only effective to the central observer
If it only considers what matters to the central observer, it will only do good relative to what's considered by the central observer