LLM context-removal methods may mostly hinge on how much of the prefix they keep, one post suggests

One post suggests that sophisticated methods for removing past context from large language models—known as “KV-cache eviction”—seem to mostly come down to how much of the prefix, or beginning of the context, they preserve. The author sees that observation as a cleaner motivation for prefix sliding than the rationale in their own paper.