Persistence-Constrained Cognitive Systems: A Structural Framework for Alignment via Invariant Preservation

Bibliographische Detailangaben
1. Verfasser:	Morris, Jamie
Format:	Recurso digital
Veröffentlicht:	Zenodo 2026
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Systemic Persistence: Continuation as the Primary Invariant of Complex Systems
von: Morris, Jamie
Veröffentlicht: (2026)

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

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

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

Informational Persistence Under High-Entropy Conditions: Constraint, Reconstruction, and Observability
von: Morris, Jamie
Veröffentlicht: (2026)

The Feedback Closure Principle: A Framework for Stability and Constraint Resolution in Complex Systems
von: Morris, Jamie
Veröffentlicht: (2026)

The Evolutionary Neutrality Framework: A Systems-Based Strategy for Durable Cancer Control
von: Morris, Jamie
Veröffentlicht: (2025)

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

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

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

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

CLOT: A Protocol for Testing Substrate-Independent Consciousness in Adaptive Systems
von: Morris, Jamie
Veröffentlicht: (2026)

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

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

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

Rational Superautotrophic Diplomacy (SupraAD); A Conceptual Framework for Alignment Based on Interdisciplinary Findings on the Fundamentals of Cognition
von: Morris, Andrea
Veröffentlicht: (2025)

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

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

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.
von: Morris, Jamie
Veröffentlicht: (2025)

A Universal Invariant‑Preserving Mathematical Framework for Structural Convergence Beyond Optimization (MDPI)
von: Yoon A Limsuwan
Veröffentlicht: (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:
von: Morris, Jamie
Veröffentlicht: (2026)

Viability–Stability Isomorphism: Adaptive Control Under Environmental Noise
von: Jamie, Morris
Veröffentlicht: (2026)

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

Finite Laws and Unbounded Descriptive Depth
von: Morris, Jamie
Veröffentlicht: (2026)

Alignment-Constrained Dynamic Pruning for LLMs: Identifying and Preserving Alignment-Critical Circuits
von: Patel, Dev, et al.
Veröffentlicht: (2025)

Neural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignment
von: Yin, Fan, et al.
Veröffentlicht: (2026)

Emergence of Discrete, Persistent Structures from Constrained Propagation Dynamics
von: Bartolo, Pej Evan
Veröffentlicht: (2026)

A Validated Measurement System for Structural Preservation and Semantic-Spatial Correlation in Cognitive Research
von: HIDEKI
Veröffentlicht: (2025)

The Youth Preservation League
von: Morris, Ronald Vaughan
Veröffentlicht: (2008)

SIGMA: Structure-Invariant Generative Molecular Alignment for Chemical Language Models via Autoregressive Contrastive Learning
von: Wang, Xinyu, et al.
Veröffentlicht: (2026)

Joint Alignment Memory (JAM): Multiplicative Condensation of Meaning into Persistent Structure
von: Gyurine
Veröffentlicht: (2026)

Safety Alignment via Constrained Knowledge Unlearning
von: Shi, Zesheng, et al.
Veröffentlicht: (2025)

Simultaneous Hypotheses in Cognitive Agents: Commentary on Paxton, Necaise et al., and the Dynamical Hypothesis in Cognitive Science
von: Jamie C. Gorman
Veröffentlicht: (2024)

PTOPOFL: Privacy-Preserving Personalised Federated Learning via Persistent Homology
von: Vomo-Donfack, Kelly L, et al.
Veröffentlicht: (2026)

A Novel and Simple Invariant-Domain-Preserving Framework for PAMPA Scheme: 1D Case
von: Abgrall, Rémi, et al.
Veröffentlicht: (2024)

Universality in Random Persistent Homology and Scale-Invariant Functionals
von: Bobrowski, Omer, et al.
Veröffentlicht: (2024)

High Order Numerical Methods Preserving Invariant Domain for Hyperbolic and Related Systems
von: Wu, Kailiang, et al.
Veröffentlicht: (2025)

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