Adaptive KV Retention for LLM Agents at Human-Approval Timescales

Minseo Choi, Ananya Joshi

Unlike the seconds-scale tool-call pauses targeted by prior agent-serving systems, agentic LLM requests can be suspended for minutes or hours while waiting for human approval. We s…