What is intelligence? Are there fundamental elements that give rise to intelligent behavior? My research explores the intersection of intelligence theory and practical machine learning methods. I investigate foundational questions about self-reference, consciousness, and recursion, while also developing novel architectures and algorithms that better capture the complexities of intelligent systems.