What question did this study set out to answer?

The aim is to refine the LOGOS framework to better understand recursive consciousness and its complexities.

April 10, 2026Open Access

LOGOS Extension: Not All Complexity Is Meaningful — Mechanism Decomposition of Recursive Consciousness in Cyclic Delay Networks

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This research proposes a new model of recursive consciousness using complex dynamical systems, implying not all complexity aids understanding.

The aim is to refine the LOGOS framework to better understand recursive consciousness and its complexities.
Developed a new cyclic delay-differential system with a Hopf bifurcation structure.
Performed a mechanism isolation analysis to distinguish between different types of complexity.
Conducted simulations and analysis including phase diagrams and bifurcation structures.
Identified two distinct components of complexity: integrative and exploratory.
Showed that integrative complexity influences oscillatory onset while exploratory complexity does not.
Concluded that not all complexity in the system contributes meaningfully to consciousness.

Mustafa Serkan Taşkoyan (2026) studied this question.

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This research proposes a new model of recursive consciousness using complex dynamical systems, implying not all complexity aids understanding.