Hierarchical Prompt-Domain Control and Learning for Resource-Constrained Agentic Language Models

Joan Vendrell Gallart, Russell Bent, Michael Grosskopf

Large Language Models are increasingly deployed inside agentic systems, where they must follow structured protocols, adapt to evolving states, and operate under memory, latency, an…