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Networking the complexity community since 1999

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On Importance Sampling and Multilinear Extensions for Approximating Shapley Values with Applications to Explainable Artificial Intelligence

Published: April 7, 2026 20:07

Tim Pollmann and Jochen Staudacher Complexities 2026, 2(1), 7 Shapley values are the most widely used point-valued solution concept for cooperative games and have recently garnered attention for their applicability in explainable machine learning. Due to…

Call for Abstracts: CCS 2026: The 2026 Conference on Complex Systems @ Binghamton, NY, USA

Published: April 6, 2026 19:42

Abstract submission deadline:   May 1, 2026 We call for submissions of abstracts for oral and poster presentations on a wide variety of complex systems research. Relevant topics include (but are not limited to): Theoretical foundations of complex…

Thinking—Fast, Slow, and Artificial: How AI is Reshaping Human Reasoning and the Rise of Cognitive Surrende

Published: April 2, 2026 23:50

Steven D Shaw, Gideon Nave People increasingly consult generative artificial intelligence (AI) while reasoning. As AI becomes embedded in daily thought, what becomes of human judgment? We introduce Tri-System Theory, extending dual-process accounts of…

From description to design: Automated engineering of complex systems with desirable emergent properties

Published: March 29, 2026 16:53

Thomas F. Varley, Josh BongardThe study of complex systems has produced a huge library of different descriptive statistics that scientists can use to describe the various emergent patterns that characterize complex systems. The problem of engineering…