The Facture Mechanism A Systems Framework for Selection, Constraint, and Localised Consequence in a Goldilocks-Bounded Reality

Bibliographic Details
Main Author:	Morris, Jamie
Format:	Recurso digital
Published:	Zenodo 2026
Online Access:	Acceder al recurso
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The Facture Mechanism A Systems Framework for Selection, Constraint, and Localised Consequence in a Goldilocks-Bounded Reality
by: Morris, Jamie
Published: (2026)

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

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

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

Coupled Entropy: A Goldilocks Generalization for Complex Systems
by: Nelson, Kenric P.
Published: (2025)

The Genesis Protocol: Threshold-Triggered Regime Switching in Coherent Systems
by: Morris, Jamie
Published: (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.
by: Morris, Jamie
Published: (2026)

The Goldilocks Time Window for Proactive Interventions in Wearable AI Systems
by: Fang, Cathy Mengying, et al.
Published: (2025)

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:
by: Morris, Jamie
Published: (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.
by: Morris, Jamie
Published: (2025)

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

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

Goldilocks Completion: Hilbert-Polya Conjecture
by: Rey, Michael
Published: (2025)

Goldilocks Test Sets for Face Verification
by: Wu, Haiyu, et al.
Published: (2024)

Integrability of Goldilocks quantum cellular automata
by: Hillberry, Logan E., et al.
Published: (2024)

United States. Goldilocks gets confused
Published: (1998)

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

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

Finite Laws and Unbounded Descriptive Depth
by: Morris, Jamie
Published: (2026)

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

Toward the Goldilocks blind compression of quantum states
by: Cha, Hyunho, et al.
Published: (2026)

Goldilocks: American Precious Metals and the Rise of the West
by: Yao Chen, et al.
Published: (2026)

Strongly Goldilocks Domains, quantitative Visibility, and Applications
by: Nikolov, Nikolai, et al.
Published: (2022)

Goldilocks Isolation: High Performance VMs with Edera
by: Moore, Marina, et al.
Published: (2025)

Deconstructing the Goldilocks Zone of Neural Network Initialization
by: Vysogorets, Artem, et al.
Published: (2024)

Aging of the Hematopoietic System: Mechanisms, Consequences, and Systemic Interactions
by: Masashi Miyawaki, et al.
Published: (2026)

Subwavelength Localisation in Disordered Systems
by: Ammari, Habib, et al.
Published: (2024)

The Goldilocks effect: the role of temperature in influencing dinoflagellate growth.
by: Richlen, Mindy L, et al.
Published: (2025)

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