But this also means that possible information retained is constant irrespective of the prefix length. This might be a problem if the prefix is composed of essentially uncompressable data.
Indeed: https://arxiv.org/pdf/2402.01032.pdf
Perhaps future iterations of SSMs will accommodate dynamically sized (but still non-linearly-growing) hidden states / memories!