Scaling Theory #16 – David Krakauer: Scaling Intelligence
12 snips
Feb 27, 2025 
David Krakauer, President and a leading researcher at the Santa Fe Institute, dives deep into the evolution of life and intelligence. He discusses the transformative paradigm of complexity science and its implications for AI and machine learning. Krakauer highlights the unique interdisciplinary approach at the Santa Fe Institute that fosters innovation. He also explores the nuances of artificial general intelligence and the creative connections that emerge across various fields. Expect thought-provoking insights on intelligence and complexity!
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Complexity Science as a Field
- Complexity science studies various "machines," from clocks to brains and societies.
- It emerged from the integration of statistical mechanics, thermodynamics, evolutionary dynamics, and computation.
Complexity as a Paradigm
- Complexity science is a paradigm shift because it puts purpose and function at the core of physical theories.
- This challenges traditional physics based on symmetries and principles of least action.
Impact of Complexity Science
- Complexity science significantly impacted economics by challenging equilibrium assumptions.
- It introduced networks and agent-based modeling for greater realism.
