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physics.soc-ph2026
Evolved Collectives Combine Complex Internal Representations with Simple Outputs
Guilherme S. Y. Giardini, John F. Hardy, Carlo daCunha
Collective intelligence emerges from local interactions among agents with limited information, yet how internal controller organization relates to emergent collective order remains…
physics.soc-ph2025
Thermodynamics of Innovation: A Statistical Mechanics Framework of Social Adoption
Guilherme S. Y. Giardini, Carlo R. daCunha
We develop a thermodynamic framework for modeling innovation adoption and abandonment dynamics using statistical mechanics. Starting from a mathematical model for an adoption distr…