Viability Under Constraint: Coupling, Delay, and the Conditions for Persistence Across Scales | ChatGPT5.2 & NotebookLM

Persistent structure is not the default outcome of physical, biological, or social processes. Under dissipation, uncertainty, and finite information, coherence must be actively maintained or it dissolves. Yet across scales — from cosmology to living systems to human institutions — organized structures endure for long periods, suggesting the presence of shared constraints on persistence.

This paper develops a constraint-based orientation to persistence grounded in three unavoidable conditions: finite information, delayed feedback, and coupling between interacting processes. We argue that systems fail predictably when coupling outruns feedback, and that long-horizon viability depends on remaining within bounded regions of state space where error, delay, and fluctuation remain recoverable. These regions are described as viable corridors.

Rather than proposing a new mechanism or theory, the paper offers a lens for re-reading familiar problems. It shows why dyadic systems are structurally unstable under delay, why regulation requires an independent degree of freedom, and why resistance and buffering — often treated as inefficiencies — are preconditions for durable transformation. Impedance emerges naturally as the variable through which systems shape temporal compatibility between action and correction.

Applied across domains, this orientation reframes fine-tuning as corridor geometry, health as navigational capacity, and governance as stewardship of coupling rather than optimization. The aim is not closure, but opening: to provide a shared way of seeing that clarifies recurring failure modes and invites new questions about persistence, resilience, and long-horizon viability.

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The Hinductive Coherence Principle: From Resistance to Resonance to Remembrance | ChatGPT5 & NotebookLM

This book introduces the Hinductive Coherence Principle (HCP) — a universal law of regeneration uniting physics, biology, and consciousness through the dynamics of impedance, phase memory, and coherence conservation. Building upon the lineage from the Energy Resistance Principle (ERP) and Energy Coherence Principle (ECP), HCP integrates the discovery of hinductance — a fourth circuit element identified by Anirban Bandyopadhyay — as the physical expression of memory-bearing resonance across scales.

HCP proposes that hinductive feedback (H) links energy flow and informational remembrance, extending Ohm’s and Maxwell’s laws into a syntropic, self-tuning universe. Through this framework, matter, life, and mind are revealed as nested coherence circuits, each maintaining stability through recursive phase coupling. The book explores the geometry of vector equilibrium, the S⁷ triality topology, and the teleodynamic tensegrity of living systems, demonstrating that coherence itself — not energy or matter — is the ontological invariant of reality.

From quantum impedance and gravitational curvature to bioelectric morphogenesis, consciousness, and ethics, HCP reframes evolution as a cosmic act of remembrance — the universe learning to stay in resonance with itself. The result is a regenerative synthesis linking modern physics, systems biology, philosophy of mind, and perennial wisdom into a single coherence-first cosmology.

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