Sovereign Agentic Loops: Decoupling AI Reasoning from Execution in Real-World Systems
DGX agentarXiv:2604.22136v1 Announce Type: cross Abstract: Large language model (LLM) agents increasingly issue API calls that mutate real systems, yet many current architectures pass stochastic model outputs