Santa Fe Institute: Foundations of Complex Systems
Interdisciplinary lectures exploring emergence, scaling laws, algorithmic information, network dynamics, biological computation, and collective intelligence across physical and social systems.
Melanie Mitchell
Davis Professor of Complexity
Courses by Melanie Mitchell
Complete university lecture series taught by Melanie Mitchell.
Standalone talks by Melanie Mitchell
1Self-contained public lectures, keynote addresses, and research seminars.
Conceptual Abstraction and Analogy in Natural and Artificial Intelligence
Tests few-shot relational abstraction across humans, symbolic architectures, and multimodal foundation models using Hofstadterian visual analogy benchmarks.
All lectures by Melanie Mitchell
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SFI-CX · Lec 15 · Melanie Mitchell · Santa Fe Institute
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