5281/zenodo.19679037 PCT/IB2025/058726 System and Method for Dual-Layer Emotion and Context Control in Swarm Intelligence to Prevent Nonsense Propagation in Input and Output Communication (Commercial Name: NonsenseShield) This document details the NonsenseShield system, a lightweight, dual-layer control architecture designed to ensure the stability and reliability of swarm intelligence networks. The system is specifically engineered to preemptively detect and block the propagation of "nonsense" (incoherent or hallucinatory data) within multi-agent environments, such as autonomous drone swarms or space missions. Key Features: Dual-Layer Monitoring: Integrates a Context Controller (measuring coherence via Jensen-Shannon divergence and repetition frequency) and an Emotion Controller (regulating swarm stability through "emotional temperature" metrics). Redirection Mechanism: Employs an NLP-based module that executes semantic attention switches to correct drifting agents. Trust-Based Isolation: If redirection fails, the system enforces a 6-hour recovery cycle, isolating the compromised node to prevent systemic contamination. Interoperability: Designed to work seamlessly with the TriLinFly (swarm synchronization), ImmortalSwarm (persona persistence), and TechnoLawyer (legal and ethical compliance) frameworks. Performance: Demonstrated to reduce the spread of incoherent data by up to 90% in contested or high-interference environments. Applications: Crucial for military robotics, autonomous space exploration, and any high-stakes multi-agent system where communication integrity is vital for mission success. Tags (Keywords) #NonsenseShield #Swarm Intelligence #Multi-Agent Systems (MAS) #AI Safety #Semantic Coherence #Emotion Control in AI #PCT Patent #Autonomous Robotics #Hallucination Prevention #Distributed Systems #Space Mission Safety P.S. This publication establishes prior art and does not grant commercial usage rights. Licensing available upon request.
Sergey Dzhumaev (Fri,) studied this question.