The One-Million-Chamber Gun: Warren Buffett’s Lesson on Risk
Warren Buffett once posed a thought experiment that quietly dismantles how people think about risk. Imagine a gun with one million chambers and one live bullet. You are offered enormous wealth to pull the trigger once. The odds of survival are 999,999 out of 1,000,000. Rational? The probability says yes. Wisdom says no.
This is the one-million-chamber gun problem.
Buffett’s point is simple but uncomfortable: some risks are unacceptable, regardless of how small the probability appears. When the downside is irreversible—death, ruin, permanent reputational damage—expected value calculations become misleading. You don’t optimise for average outcomes when the worst-case outcome wipes you out.
This idea sits at the heart
of Buffett’s investing philosophy. He is not obsessed with maximising
returns; he is obsessed with avoiding permanent loss of capital. That is
why he avoids excessive leverage, complex derivatives, and businesses
he does not fully understand. Even if such strategies work 99.9 percent
of the time, the remaining 0.1 percent can be fatal.
Most people underestimate this asymmetry. They see a high probability of success and discount the magnitude of failure. But reality is nonlinear. You don’t get a second life, a second reputation, or a second capital base. Survival is the first compounding advantage.
The deepest lesson of the one-million-chamber gun is not about fear—it is about respect for fragility. The smartest strategy is often not the clever one, but the one that ensures you are still standing tomorrow.
In investing, as in life, the first rule is not to be brilliant.
It is not to be dead.
Most people underestimate this asymmetry. They see a high probability of success and discount the magnitude of failure. But reality is nonlinear. You don’t get a second life, a second reputation, or a second capital base. Survival is the first compounding advantage.
The deepest lesson of the one-million-chamber gun is not about fear—it is about respect for fragility. The smartest strategy is often not the clever one, but the one that ensures you are still standing tomorrow.
In investing, as in life, the first rule is not to be brilliant.
It is not to be dead.
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Happy Knowledge Compounding
Jitendra Kumar Gupta
Caution: These are my personal views and shared only for the education and knowledge purpose.
Happy Knowledge Compounding
Jitendra Kumar Gupta
Caution: These are my personal views and shared only for the education and knowledge purpose.


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