I'm abusing the term, I know. But the idea is simple, right? Even a minuscule update to the kernel entropy pool makes a previously compromised state unusable. So you don't want your CSPRNG to just be a bit generator, like HMAC or CTR.

(Zvi Gutterman refers to the property I'm talking about as "backwards security", so my abuse of the term is particularly egregious).