FlashMem: Distilling Intrinsic Latent Memory via Computation Reuse
arXiv:2601.05505v2 Announce Type: replace
Abstract: The stateless architecture of Large Language Models inherently lacks the mechanism to preserve dynamic context, compelling agents to redundantly reprocess history to maintain long-horizon autonomy. W…