Federated 7-Layer Architecture
Relevant source files
The following files were used as context for generating this wiki page:
- TAMV-MASTER-DOCUMENTATION.md
- ARCHIVE/tamv-docs-consolidated-2026-02-02/TAMV-OFFICIAL-SYSTEM-DESCRIPTION.md
- ARCHIVE/readme-files-consolidated-2026-02-02/TAMV-FINAL-PRODUCTION-READY-README.md
- ARCHIVE/remaining-docs-consolidated-2026-02-13/REPORTE-AVANCE-TECNICO-COMPLETO.md
- ARCHIVE/remaining-docs-consolidated-2026-02-13/IMPLEMENTATION-PROGRESS-REPORT.md
The Federated 7-Layer Architecture is the structural foundation of the TAMV (Territorio Autónomo de Memoria Viva) ecosystem. It defines a multi-dimensional infrastructure designed to support digital autonomy, memory preservation, and sovereign governance. This architecture organizes the system into hierarchical layers ranging from foundational ontological definitions to high-level historical registries, ensuring that technical execution is always governed by ethical and constitutional constraints.
The architecture is categorized as a "distributed socio-technical infrastructure" that enables functional sovereignty. It operates by inverting traditional platform models, redistributing value to creators and users through transparent algorithms and cryptographic guarantees.
Sources: TAMV-MASTER-DOCUMENTATION.md:92-111, ARCHIVE/tamv-docs-consolidated-2026-02-02/TAMV-OFFICIAL-SYSTEM-DESCRIPTION.md:9-15
1. Architectural Layers Overview
The system is structured into seven distinct layers, each responsible for a specific domain of the ecosystem's operation. These layers ensure that every action within the TAMV environment is validated against the layers below it, particularly the ethical and ontological foundations.
| Layer | Name | Description |
|---|---|---|
| Layer 7 | Historical-Memorial | Immutable Civilizational Registry for knowledge preservation. |
| Layer 6 | Technical-Infrastructural | Material execution, hardware, and core software services. |
| Layer 5 | Cognitive-Algorithmic | AI boundaries, machine limits, and automated ethical duties. |
| Layer 4 | Economic | Circulation of value without extraction; creator-centric economy. |
| Layer 3 | Political-Jurisdictional | Exercise of power, control mechanisms, and dispute resolution. |
| Layer 2 | Constitutional | Definition of rights, duties, and functional sovereignty. |
| Layer 1 | Ontological | Fundamental definitions of what exists and what cannot exist in the system. |
Sources: TAMV-MASTER-DOCUMENTATION.md:113-132, ARCHIVE/readme-files-consolidated-2026-02-02/TAMV-FINAL-PRODUCTION-READY-README.md:33-40
Structural Hierarchy Diagram
The following diagram illustrates the vertical hierarchy of the federated layers, showing the progression from foundational existence to historical record.
Sources: TAMV-MASTER-DOCUMENTATION.md:115-131
2. Layer 5: Cognitive-Algorithmic (Isabella AI)
The Cognitive-Algorithmic layer defines the machine limits and duties within the system. It is primarily managed by the Isabella AI Framework, which operates under a "non-executive" principle, meaning no AI can execute binding actions on rights or assets without human validation.
Core AI Principles
- Mandatory Human Oversight: Humans must validate critical AI decisions.
- Explainability: Algorithmic decisions must be auditable and explainable.
- Compliance: Aligned with EU AI Act requirements for high-risk systems.
Functional AI Applications
Isabella AI provides four primary services within this layer:
- AI Study Helper: Generates questions from text via NLP.
- Pen2PDF: Handwriting recognition using CNN+RNN architecture.
- Isabella Chat: Ethical conversational AI with context understanding.
- Spatial AI: 3D semantic segmentation using MinkowskiEngine.
Sources: TAMV-MASTER-DOCUMENTATION.md:316-368, ARCHIVE/tamv-docs-consolidated-2026-02-02/TAMV-OFFICIAL-SYSTEM-DESCRIPTION.md:21-41
3. Layer 6: Technical-Infrastructural
This layer represents the material execution of the system. It is implemented using a modern, multi-cloud, and containerized stack designed for "Antifragile Architecture"—systems that strengthen under attack.
Technology Stack
- Infrastructure: Kubernetes, Docker, Terraform, AWS ECS/ECR.
- Databases: PostgreSQL 15+ (Primary), Redis (Cache), IPFS (Distributed), pgvector (Embeddings).
- Backend: Node.js 18+ (TypeScript), Python 3.9+ (FastAPI).
- Security: Tenochtitlan system, ANUBIS CENTINEL, and DEKATEOTL orchestration.
Sources: TAMV-MASTER-DOCUMENTATION.md:135-165, ARCHIVE/readme-files-consolidated-2026-02-02/TAMV-FINAL-PRODUCTION-READY-README.md:42-65
Component Interaction Flow
This sequence diagram shows how a user action propagates through the technical and cognitive layers.
4. Layer 4: Economic (TCEP & Quantum-Split)
The economic layer governs value circulation without extraction. It utilizes the Quantum-Split distribution model to ensure fair revenue sharing among all stakeholders.
Revenue Distribution Model
The "Regla 75/25" or Quantum-Split ensures that value is distributed according to fixed percentages:
- 50% Net Profit: Distributed to stakeholders.
- 30% Infrastructure: Operations, development, and maintenance.
- 20% Fénix Protocol: Community repair, scholarships, and social impact.
Monetization Channels
The architecture supports over 30 forms of ethical monetization, including P2P marketplaces, UTAMV course certifications, and XR rendering credits.
Sources: TAMV-MASTER-DOCUMENTATION.md:255-296, ARCHIVE/remaining-docs-consolidated-2026-02-13/REPORTE-AVANCE-TECNICO-COMPLETO.md:175-185
5. Security and Governance (Layers 2 & 3)
The Constitutional (L2) and Political-Jurisdictional (L3) layers define the rights of users and the control mechanisms of the system. Security is integrated as "Adaptive Adversarial Containment."
TENOCHTITLAN Security System
Security is not an add-on but a core layer of the architecture, designed to be "impossible to capture."
- ANUBIS CENTINEL: Primary 4-layer encrypted system.
- DEKATEOTL: Supreme orchestration with 11 verification layers.
- AZTEK GODS: 22 layers of encryption for system continuity.
Sources: TAMV-MASTER-DOCUMENTATION.md:372-395, ARCHIVE/tamv-docs-consolidated-2026-02-02/TAMV-OFFICIAL-SYSTEM-DESCRIPTION.md:46-55
Data Sovereignty Schema
The relationship between users and their sovereign data is managed through decentralized identifiers (DID) and smart contracts.
Conclusion
The Federated 7-Layer Architecture provides a robust framework for TAMV to operate as an autonomous digital ecosystem. By separating concerns into distinct layers—from the fundamental Ontological layer to the high-level Historical-Memorial registry—the system ensures that technical execution (Layer 6) is always subservient to ethical (Layer 5) and constitutional (Layer 2) mandates. This structure facilitates "functional sovereignty," enabling users to maintain absolute control over their data and economic contributions while benefiting from a secure, antifragile technical infrastructure.
Sources: TAMV-MASTER-DOCUMENTATION.md:10-30, ARCHIVE/tamv-docs-consolidated-2026-02-02/TAMV-OFFICIAL-SYSTEM-DESCRIPTION.md:145-155