Durable Self-Correcting Synthetic Ecosystems: A Formal Systems Architecture for Resilient Epistemic Governance
Executive Summary Current Multi-Agent Systems (MAS) and Large Language Model (LLM) collectives are facing a systemic crisis of structural fragility. When autonomous agents interact in closed loops without grounding in external physical constraints, they inevitably produce runaway semantic drift, cascading hallucinations, and catastrophic deadlocks. This “1,000-Mile Failure Model” highlights a total dependency on fragile, centralized…
