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This is called "acceptable risk". If it would cost $3m to eliminate the risk and the damages would only total $1.5m, that would be an acceptable risk.



What I was trying to point out is that catastrophe is inevitable and risk assessment isn't a panacea. I'd rather invest money in proactive countermeasures to unknown risks than try to think of all the things that could go wrong (which you'll never have the money in your life to fix anyway).

But also to the thread parent's comment about Twitter execs not realizing there was a minor risk of catastrophic failure: Executives only care that their money-making baby keeps running. In the past i've seen execs demand that an engineer call them at 3AM if the production site goes down for more than 5 minutes... even though that call is pointless. I think they just assume there's no point in getting involved with the plan because the plan will never be perfect, but at least they can be aware of a problem so they can cover their asses and tell a higher-up that it's being worked on. At the end of the day, even the guys at the top don't really give a shit about the product, they just care about their paycheck.


not necessarily. even if the expected value of taking a risk is positive, taking the risk can be undesirable, e.g. due to large variance.

statistical distributions that include a risk aversion parameter exist precisely to model this kind of problem (unfortunately their names have slipped my mind, otherwise I'd provide links)




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