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Came across this concept in a blog comment1, and went down a google rabbit hole. This piece was one of the better intros to the concept, which comes from Nassim Taleb in his book Antifragile. I'll let Taleb explain it:
To take one example, risk management professionals look in the past for information on the so-called worst-case scenario and use it to estimate future risks – this method is called “stress testing.” They take the worst historical recession, the worst war, the worst historical move in interest rates, or the worst point in unemployment as an exact estimate for the worst future outcome​. But they never notice the following inconsistency: this so-called worst-case event, when it happened, exceeded the worst [known] case at the time.2
It's a logical fallacy, but an understandable one -- we base our thoughts on politics and economics on what we've seen and experienced, either individually or collectively. And Taleb isn't encouraging blind pessimism, just an awareness that risk in any situation may be greater than we've realistically accounted for.
Of course, part of the reason Bitcoin exists is as an answer to exactly this sort of thing -- we tend to consider economic outcomes that go beyond the "normal" risk levels much of the world envisions. But in any situation, it's a good concept to keep in mind and look to when analyzing risk.

Footnotes

  1. Yes, sometimes it does pay to read the comments.
  2. Emphasis mine.
this territory is moderated
It's not a logical fallacy unless they are making claims like "it can't get worse than the worst it's ever been." The past is a good guide to the future, most of the time. But it's worth actually considering what the methodology does and does not guarantee, that's for sure.
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Fair point -- it's often something that may lead into logical fallacies, but isn't one by itself.
The past is a good guide to the future, most of the time.
I'm now picturing the fine print in every financial services ad saying that past performance is not a guarantee of future success, right after spending most of the ad trying to convince me that, in fact, it is.
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Yeah, it's a fine line indeed.
The other nitpicky hill that I'll die on is "absence of evidence is not evidence of absence." Absence of evidence absolutely and irrefutably IS evidence of absence. It is not, however, proof of absence.
96% of human kind seems incapable of appreciating nuance -- they run from one shitty take to the equivalent shitty take at the other end of the spectrum. This is why I am chronically miserable.
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Isnt it always the next one that is the greatest worst case scenario? Just like how covid ruined everything?
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With Bitcoin, nobody needs to imagine or create a fallacy. Bitcoin can escape any scenario. Bitcoin is built in such a way that it never leads us to recession. So, no point talking about it.
Recession is a part and parcel of shit currencies.
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That's not my field, exactly, but honestly it would be surprising if no one was doing anything more sophisticated than what Taleb is describing.
It's not all that hard to fit a distribution to historical events and make reasonable projections of extreme events.
That's what's happening when you hear people talk about "once-a-century" natural disasters, for example.
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