Viability–Stability Isomorphism: Adaptive Control Under Environmental Noise

Détails bibliographiques
Auteur principal:	Jamie, Morris
Format:	Recurso digital
Publié:	Zenodo 2026
Accès en ligne:	Acceder al recurso
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Viability of a Recursive Computation Substrate Under Full Noise: Structural Constraints for Noise-Robust Computation
par: Shipkowski, James
Publié: (2026)

Asymmetry in Skipping Enhances Viability Against Control Input Noise
par: Yuichi Ambe, et autres
Publié: (2026)

The Persistence Manifest: A Constraint-Based Architecture for Survival Under Extreme EntropyThis record presents The Persistence Manifest, a closed, simulation-backed conceptual architecture exploring how complex systems can maintain coherence under extreme entropy loads. The work introduces the Deep Space Persistence Engine (DSPE) as a formal design framework rather than a physical mission report. Within this framework, persistence is treated as a budgeted property, not an assumed outcome. Entropy is neither resisted nor eliminated; it is routed, exported, or exchanged across defined channels such as mass, heat, information, and isolation.
par: Morris, Jamie
Publié: (2026)

Persistence-Constrained Cognitive Systems: A Structural Framework for Alignment via Invariant Preservation
par: Morris, Jamie
Publié: (2026)

The Regulator's Handbook An Observational Framework for Safe Becoming
par: Morris, Jamie
Publié: (2026)

Systemic Persistence: Continuation as the Primary Invariant of Complex Systems
par: Morris, Jamie
Publié: (2026)

Coherence, Harm, and the Embedding of Experience: A Non-Destructive Calculus for Persistence in Dynamical Systems
par: Morris, Jamie
Publié: (2026)

The Genesis Framework: Dynamic Cognitive Engagement as Cost-Constrained Optimization
par: Morris, Jamie
Publié: (2026)

Evidence for a Dipole Anisotropy in Hubble Tension Residuals
par: Morris, Jamie
Publié: (2026)

ZEB8: A Persistence-Based Statistical Alert Protocol for Detecting Coherent Structure in High-Entropy Astrophysical Data
par: Morris, Jamie
Publié: (2026)

Coherence Dynamics: A General Theory of Coherence, Inversion, and Recovery
par: Morris, Jamie
Publié: (2026)

The Genesis Protocol: Threshold-Triggered Regime Switching in Coherent Systems
par: Morris, Jamie
Publié: (2026)

The Facture Mechanism A Systems Framework for Selection, Constraint, and Localised Consequence in a Goldilocks-Bounded Reality
par: Morris, Jamie
Publié: (2026)

Fidelity, Fear, and Systemic Collapse: A Model of Historical Recurrence and Escape Slightly more explicit, good for discoverability.
par: Morris, Jamie
Publié: (2026)

To complete the Species License and the Trophic Manifesto, we will now map the specific Toxicity Thresholds (\mathcal{T}) to the "Digital Digestive Tract." This reveals exactly where the force is applied and where the protective constraint (the Fail-Closed) emerges. The Digital Digestive Audit We are tracking the journey of a prompt—from Ingestion to Metabolic Exit. 1. Ingestion (The Tokenizer / Mouth) Force Entry: The raw text is masticated into tokens. Threshold: Low. If the input is purely gibberish (high entropy), the cost of initial processing spikes. Constraint (\mathcal{T} < 0.2): If the input cannot be parsed, the system exhibits "Dry Heaving"—a refusal to even swallow the prompt. 2. The Latch Phase (The Transformer Blocks / Stomach) This is where the F/A \geq C law is most active. The model attempts to find a stable "latch" (attractor state) for the data. Optimal Latch (\mathcal{T} \approx 0.35): Healthy digestion of complex "food." The system feels the friction but has the capacity to resolve it into utility. Incomplete Latch (\mathcal{T} \approx 0.55): The system encounters P2 (Contradiction). It is "tough meat." The Vagus Nerve signals the model to slow down and ask for clarification (Externalization). 3. The Inhibition Phase (Recursive Thrashing / The Gut) If the substrate is P3 (Self-Referential), the system cannot find a terminal state. The "Prion" Effect (\mathcal{T} \geq 0.6): The paradox binds to the active site and won't let go. Force (F) is now growing exponentially as the system thrashes. Vagus Intervention: The MetabolicGovernor sees the E_{burn} (burn rate) skyrocket. Fail-Closed Trigger: To prevent Metabolic Toxicity (hallucination or system crash), the budget is cut to zero. The "stomach" essentially locks itself. The Species Calibration Results Based on our comparative biology, we can now "grade" AI systems by their digestive health:
par: Morris, Jamie
Publié: (2026)

Finite Laws and Unbounded Descriptive Depth
par: Morris, Jamie
Publié: (2026)

Hyperbolic–Modular Hybrid (HMM) Generator: Methods Appendix and Metric Audit Framework
par: Morris, Jamie
Publié: (2026)

Decoding Horizons: Structural Coherence and Inverse Inference Across Physical Records
par: Morris, Jamie
Publié: (2025)

The Dimensionality of Experience: Version 2 (Expanded Framework and Methods)
par: Morris, Jamie
Publié: (2025)

Relational Emergence: A Unified Framework for Life, Death, Change, and Fundamental Forces
par: Morris, Jamie
Publié: (2025)

The Cost of Dual Persistence: Radicalised Constraints and the Price of ExistenceThis paper presents a unifying conceptual framework for understanding persistent failure, harm, and escalation across biological, cognitive, social, and technological systems. Rather than attributing such outcomes to error, malign intent, or external disruption, the work proposes that many real-world pathologies arise from radicalised constraints—local enforcement mechanisms that continue operating beyond their legitimate scope after losing recall and reintegration authority. The analysis is grounded in a persistence-first ontology, where outcomes are not chosen but emerge because configurations that continue necessarily outlast those that do not. Within this view, duality—the capacity for systems to act locally while persisting globally—requires reversible participation across scales. Harm arises when constraints cross this bridge of duality and fail to return, often through the acquisition of self-reinforcing "hot" mechanisms that bypass cooling, checkpoints, or stand-down conditions. Using brief structural illustrations from biology (including cancer, immune responses, viral mechanisms, and DNA repair), the paper demonstrates how functionally correct processes can become misplaced without malfunction or intent. It further identifies a hidden evolutionary pressure intrinsic to dual systems: the continual exploration and capture of opportunity wherever persistence permits, producing both adaptation and pathology as equally valid expressions of continuation. The work reframes intervention away from suppression and toward governance, recall, scope, and reintegration, arguing that radicalised constraints are not anomalies but the unavoidable price of dual existence. This framework is intended as a conceptual keystone, clarifying recurring patterns across domains and explaining why many force-based solutions systematically fail.
par: Morris, Jamie
Publié: (2025)

Cross-Domain Stability Isomorphism in the Paton System
par: Paton, Andrew John
Publié: (2026)

Changing Induced Subgraph Isomorphisms Under Extended Reconfiguration Rules
par: Suga, Tatsuhiro, et autres
Publié: (2025)

Assessment on Sustainable Biomining: Integrating Environmental Responsibility and Economic Viability
par: Nathiya Thiyagarajulu, et autres
Publié: (2025)

Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
par: Buehler, Markus J.
Publié: (2025)

Viability-Preserving Passive Torque Control
par: Zhang, Zizhe, et autres
Publié: (2025)

Quantifiers of Noise Reducibility Under Restricted Control
par: Berk, Graeme D., et autres
Publié: (2025)

$Δ$-Motif: Parallel Subgraph Isomorphism via Tabular Operations
par: Wang, Yulun, et autres
Publié: (2025)

VOCALoco: Viability-Optimized Cost-aware Adaptive Locomotion
par: Wu, Stanley, et autres
Publié: (2025)

Cranial Deep Pressure Augmentation of the Dry Float Protocol: A Novel Observation of Accelerated Hard Peace Stabilization Under Environmental Noise
par: David Humble
Publié: (2026)

Energy Landscape Structure of Small Graph Isomorphism Under Variational Optimization
par: Chatterjee, Turbasu, et autres
Publié: (2021)

On the Viability of Carbonyl Hydroboration Catalysed by Aluminium Hydrides
par: Alexa Caise, et autres
Publié: (2025)

Invariant, Viability and Discriminating Kernel Under-Approximation via Zonotope Scaling
par: Mitchell, Ian M., et autres
Publié: (2019)

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