Understanding Emergence of Intelligence
My research explores how complex intelligent behaviors emerge from seemingly simple computational systems and the fundamental principles that govern this phenomenon in both artificial and natural cognition.
Simple agents following local rules can create complex global patterns
My Writings on Emergence
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Key Concepts in Emergence
Self-Organization
The process by which patterns form in complex systems through local interactions without explicit central coordination.
Complexity Theory
The study of how complex behaviors can arise from simple rules, particularly at critical thresholds where phase transitions occur.
Multi-Scale Dynamics
How interactions at micro levels can lead to emergent patterns and behaviors at macro levels that weren't explicitly programmed.
Adaptive Systems
Systems that can modify themselves in response to environmental changes, often leading to emergent capabilities not initially present.