Monish Kanungo

ActLeak: Action-Channel Memory Leaks in Tool-Using LLM Agents

Classical software memory leaks are allocations that outlive their intended lifetime. Tool-using large language model (LLM) agents exhibit an analogous failure that current “forgetting” mechanisms do not measure. A user or policy issues a forget request for a memory m*; the underlying store correctly drops the record,...