All day
The Emergence of Complexity and the Complexity of Emergence
Overview
The concept of emergence, and several auxiliary ideas, including coarse-graining, effective theory, and compression, play a huge role in complexity science. Formalizing emergence is becoming more important across numerous disciplines, including study of the "emergence of" time, life, mind, consciousness, intelligence, and society. Following a flurry of profound papers spanning the 70s-90s, many of which grapple with rigorous alternatives to inefficient reductionist models and theories, there has been relatively limited progress and consensus about how emergence might be put to use, and what it implies for the structure of scientific research.
In this Complexity Symposium we debated emergence across the natural and the social sciences. This includes wrestling with questions such as: (1) is emergence simply a way to make scientific computations more parsimonious and tractable—e.g., using the single effective variable temperature to describe an ensemble of microscopic particles? Or does emergence describe something truly new? (2) is emergence a causally important principle in controlling complex systems? (3) is emergence vital to understanding ideas like intelligence, consciousness and unconsciousness? (4) when does emergence fail and thereby necessitate a more reductionist approach to phenomena? and (5) what is the relationship of emergence to the deep philosophical questions of realism and anti-realism -- whether there is a truly knowable world, or a near infinite sequence of effective theories.
Co-Organizers
David KrakauerPresident + William H. Miller Professor of Complex Systems at SFI
Melanie MitchellProfessor + Science Steering Committee Member at SFI, and Author of "Artificial Intelligence: A Guide for Thinking Humans"Speakers
Blaise Agüera y ArcasVP and Fellow at Google, and CTO of Technology & Society
Rosemary BraunAssociate Professor Molecular Biosciences, Applied Math, & Physics at Northwestern University; External Faculty, SFI
David GraciasProfessor, Johns Hopkins School of Engineering + Johns Hopkins Medicine and School of Arts and Sciences
Kyle HarperProfessor of Classics and Letters at the University of Oklahoma; Fractal Faculty, SFI
David KrakauerPresident + William H. Miller Professor of Complex Systems at SFI
John KrakauerProfessor, Neurology + Neuroscience, The Johns Hopkins University School of Medicine; External Professor, SFI
Agnieszka KurantConceptual Artist
Andrea LiuProfessor of Physics, University of Pennsylvania; Science Board Member, SFI
Tom McCarthyWriter + SFI Miller Scholar
David WallaceProfessor + Chair, Philosophy, University of PittsburghCoordinator
Renée TursiManager, Office of the President, SFISuggested Readings
- "More Is Different" (Anderson, 1972)
- "What Emergence Can Possibly Mean" (Carroll + Parola, 2024)
- "Real Patterns" (Dennett, 1991)
- "The Information Theory of Individuality" (Krakauer et al, 2020)
- "What Is a Macrostate? Subjective Observations and Objective Dynamics" (Shalizi + Moore, 2023)