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Joseph J Trukovich

6 papers in the library · 1 citation · publishing 2025

Papers

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Value saturation: Architecture of subjective necessity.

Bio Systems December 1, 2025 Joseph J Trukovich 1 citation

Consciousness requires explanation for how biological architectures reliably generate it. This paper introduces Value Saturation, advancing an identity claim: phenomenal consciousness IS explicit recursive self-modeling saturated by homeostatic significance under perspectival entrapment. Building on the Reaction to Reflection framework, the theory distinguishes sentience (implicit recursion...

From reaction to reflection: A recursive framework for the evolution and structure of intelligence.

Bio Systems October 1, 2025 Joseph J Trukovich

Understanding emerges not from isolated cognitive abilities but from recursive depth-the capacity for self-referential processing grounded in systems with authentic thermodynamic constraints. The Reaction to Reflection (R2R) model advances a unifying principle for intelligence, identifying four evolutionary transitions in recursive sophistication: reaction (chemical recursion), temporogenesis...

From reactions to reflection: A recursive framework for the evolution of cognition and complexity.

Bio Systems April 1, 2025 Joseph J Trukovich

This paper presents a comprehensive framework that traces the evolution of consciousness through a continuum of recursive processes spanning reaction, temporogenesis, symbiogenesis, and cognogenesis. By integrating biological cooperation, temporal structuring, and self-referential processing, our model provides a novel perspective on how complexity emerges and scales across evolutionary time....

Recursive Emergence Across Scales: Quantifying Intelligence and Consciousness via Ψ and Emergent Recursive Expression

Joseph J Trukovich preprint

This paper presents a unified framework for quantifying recursive complexity and consciousness across physical, biological, and cognitive systems. Building on the Reaction to Reflection (R2R) model of recursive evolution, we introduce two metrics—Emergent Recursive Expression (ERE) and the Recursive Conscious Phase Index (Ψ)—to capture the structural constraints and dynamic activation of...

The Evolution of Consciousness Through Staged Integration: From Structural to Temporal to Cognitive

Joseph J Trukovich preprint

This paper proposes a hierarchical framework tracing the evolution of biological complexity and consciousness through symbiogenesis, temporogenesis, and cognogenesis. Symbiogenesis establishes structural integration through cooperative systems, enhancing metabolic efficiency and adaptability. Temporogenesis represents the emergence of temporal coherence, aligning internal rhythms with...

Self-Awareness as Universal Observation: The Cognitive Awareness Spectrum

Joseph J Trukovich preprint

This paper introduces the Cognitive Awareness Spectrum as a framework for understanding consciousness as a recursive continuum that reflects adaptive, self-regulating patterns found in both biological systems and the cosmos. This model encompasses seven stages of awareness—from Absent-Mindedness to Mindfulness—each stage illustrating how consciousness functions as a medium for the universe to...