H. Kimko

A hierarchical memory architecture overcomes context limits in long-horizon multi-agent computational modeling

Ensemble QSP is presented, a multi-agent framework featuring a three-layer hierarchical memory architecture that keeps injected context bounded and constant in project duration by capping each state category and evicting completed work, enabling continuous autonomous operation without context degradation.