3 papers
cs.AI2025
Universality in Collective Intelligence on the Rubik's Cube
David Krakauer, Gülce KardeÅ, Joshua Grochow
Progress in understanding expert performance is limited by the scarcity of quantitative data on long-term knowledge acquisition and deployment. Here we use the Rubik's Cube as a co…
cs.AI2025
Physical Complexity of a Cognitive Artifact
Gülce KardeÅ, David Krakauer, Joshua Grochow
Cognitive science and theoretical computer science both seek to classify and explain the difficulty of tasks. Mechanisms of intelligence are those that reduce task difficulty. Here…
cond-mat.stat-mech2024
Is stochastic thermodynamics the key to understanding the energy costs of computation?
David Wolpert, Jan Korbel, Christopher Lynn +16
The relationship between the thermodynamic and computational characteristics of dynamical physical systems has been a major theoretical interest since at least the 19th century, an…