“Guarantee” is another word for “assumption”

I always think it’s funny when people go around saying their statistical methods have some sort of “guaranteed” performance. I mean, sure, guarantees are fine—but a guarantee comes from an assumption. If you want to say that your method has a guarantee but my method doesn’t, what you’re really saying is that you’re making an …