Law of Synergistic Stability: A Minimal Theory for Cross-Intelligence Coupling

Puntos clave

• The aim is to present a mathematical theory explaining the stability benefits of coupled intelligent systems.
• Developed a minimal mathematical theory for cross-intelligence coupling.
• Analyzed the impact of weak heterogeneity and stable coupling interfaces on system stability.
• Provided source code and simulation tools for reproducibility.
• Coupled intelligent systems show significantly better long-horizon stability compared to isolated systems under specific conditions.
• Findings imply that designing stable interfaces can enhance the effectiveness of intelligent system collaborations.