Benchmarks Are Surprisingly Compaction-Friendly.

arXiv:2610.31778v1 Announce Type: cross Abstract: Long horizon agentic tasks are now pushing LLM agents past their context window. To continue the task, the agent scaffold has to free up the context window, a process known as context compaction. Compaction is