Scaling Theory

Yann LeCun, a leading computer scientist, discusses AI dynamics and regulation. Topics include open source's role in AI development, scaling AI models, market dynamics, Meta's long-term strategy, the impact of chip manufacturers on AI companies, and the European AI Act. The conversation explores the future of AI, regulatory challenges, and the competition in the AI chip market.

J. Doyne Farmer, expert in Complexity Economics, discusses chaos theory's role in scaling theory, predicting the distant future, conflicts with Moore's Law, agent-based modeling, dominating with theories, and casino strategies. Explore the interplay of chaos theory, scaling laws, innovation impact on economic growth, and advancements in agent-based modeling for understanding human behavior and economic predictions.

Thomas Wolf, Co-founder of Hugging Face, discusses the dominance of open-source AI, challenges in scaling foundational models, big tech companies' strategies, and power laws affecting the ecosystem in a complexity science fashion.

Physicist Geoffrey West discusses scaling laws in living organisms, cities, businesses, and technologies. Topics include power laws in mammal heartbeats, patents and crime in cities, technology scaling, and innovation. The conversation also dives into super-linearity in cities and companies, historical impacts on tech giants, and the need for interdisciplinary collaboration to understand scaling dynamics.

In this first episode, Dr. Thibault Schrepel (@⁠ProfSchrepel⁠) introduces “Scaling Theory”, a podcast dedicated to the power laws behind the growth of companies, technologies, legal and living systems. *** References: ➝ Charles Darwin, On the Origin of Species (1859) ➝ Melanie Mitchell, Complexity: A Guided Tour (2011) ➝ Mitchell Waldrop, Complexity The Emerging Science at the Edge of Order and Chaos (2019) ➝ John H. Miller & Scott Page, Complex Adaptive Systems: An Introduction to Computational Models of Social Life (2007) ➝ W. Brian Arthur, Complexity and the Economy (2014) ➝ Geoffrey West, Scale: The Universal Laws of Life and Death in Organisms, Cities and Companies (2017)