What Are the Differences Between AI Agents and Agentic AI?

Definition and Positioning AI Agent: Refers to an artificial intelligence entity that is independent and goal-driven, essentially a software program that executes specific tasks based on rules or models. It acts like a reliable dedicated assistant, focusing on handling a single, clear task, operating only within a predefined framework. Examples include an assistant for automatically … Read more

Revisiting The Edge Of Chaos: Computational Principles In Natural And Artificial Systems

Revisiting The Edge Of Chaos: Computational Principles In Natural And Artificial Systems

Introduction “The edge of chaos” is a dynamic mechanism that lies between order and disorder (chaos), and it is a core concept in complex systems science. Is there a universal “edge of chaos” in living systems? If so, would this be a fundamental principle that self-organization, evolution, and complex natural and artificial systems must follow? … Read more

Why We Choose Multi-Agent Models

Why We Choose Multi-Agent Models

The colorful world is exceptionally complex, and it is difficult for us to understand its mysteries. Although humans are arrogant, claiming to have conquered Mount Everest after climbing it once, or to have conquered the Moon after visiting it once, we clearly understand that we have only taken a step into these realms, and we … Read more

Modeling Techniques and Applications of Complex Intelligent Systems Based on Agents

Modeling Techniques and Applications of Complex Intelligent Systems Based on Agents

With the continuous improvement of China’s scientific and technological level, artificial intelligence has entered a period of rapid development. Agents, with their inherent advantages, are widely used in the modeling and simulation of various systems and play an important role in related fields. Next, let us enter this issue of the “Rainbow” lecture hall to … Read more