Energy Evolution to Matter to Cognition: Thermodynamic Dependency, Conformational Matching, and the Emergence of Intelligent Systems

The thermodynamic evolution of the universe is characterized by the gradual dissipation of large-scale energy gradients while simultaneously enabling the emergence of chemical complexity, life, and cognition.This apparent paradox reflects the role of localized, work-extracting disequilibria that sustain ordered structures even as the universe trends toward equilibrium.Within these transient energetic niches, matter organizes into increasingly complex systems, culminating in biological and cognitive phenomena.The widespread presence of organic precursors suggests that prebiotic chemistry is a natural consequence of thermodynamic conditions wherever suitable gradients persist.Across scales, a unifying principle emerges in which energy flow and information processing are coupled through conserved molecular interactions, including conformational matching.As cosmic evolution proceeds-marked by declining star formation since cosmic noon and continued cooling-complex systems appear increasingly dependent on energetic efficiency rather than abundance.In this context, cognition and computation may represent advanced thermodynamic strategies for optimizing residual energy gradients.Intelligence thus emerges as a transient yet profound phase in the evolutionary trajectory of matter.