Against p(doom): assigning probabilities to one-shot events is sillier than it sounds

GabGarrett · x · 2026-11-11

The author, self-describing as having gotten a D in probability and statistics, explains why AI-apocalypse p(doom) discourse never swayed him: assigning probabilities to one-shot events is inherently grotesque. Card draws and equipment failures allow probability definitions; humanity-level single-shot outcomes don't.

His examples: the atomic bomb team was told there was a probability of igniting Earth's atmosphere and built it anyway; moon-landing and Cold War nuclear-war forecasts similarly never stopped action. The post supports a quoted critique of EAs and Bay Area rationalists who use "p(doom)", "priors" and "bayesians" in pseudo-mathematical ways.

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