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CITATION GUIDE

AGI — Shared Cognitive Architecture

How to Cite This Work

Cite This Work CITATION.cff DOI

Why Citation Matters Here

This repository contains original conceptual frameworks, architectural specifications, and a novel definition of AGI as shared human-AI cognitive architecture. If you use, reference, build on, or critique this work — cite it. Attribution is the mechanism by which intellectual provenance stays intact as ideas move through the field.

The machine-readable citation is in CITATION.cff. Human-readable formats are below.

Citation Formats

APA 7th Edition

Salmon, S. K., & ALBEDO. (2026). AGI — Shared cognitive architecture [Software/Framework]. 
AionSystem. https://github.com/AionSystem/AGI

MLA 9th Edition

Salmon, Sheldon K., and ALBEDO. AGI — Shared Cognitive Architecture. 
AionSystem, Mar. 2026, https://github.com/AionSystem/AGI.

Chicago 17th Edition

Salmon, Sheldon K., and ALBEDO. "AGI — Shared Cognitive Architecture." 
AionSystem, March 2026. https://github.com/AionSystem/AGI.

IEEE

S. K. Salmon and ALBEDO, "AGI — Shared Cognitive Architecture," AionSystem, 
Mar. 2026. [Online]. Available: https://github.com/AionSystem/AGI.

BibTeX

@software{salmon2026agi,
  author       = {Salmon, Sheldon K. and ALBEDO},
  title        = {AGI — Shared Cognitive Architecture},
  year         = {2026},
  month        = {March},
  publisher    = {AionSystem},
  url          = {https://github.com/AionSystem/AGI},
  note         = {First open-source shared cognitive map between a human 
                  spatial mind and an AI architecture. Defines AGI as 
                  integration of human spatial intelligence and AI pattern 
                  architecture into a navigable shared structure.}
}

RIS Format

TY  - COMP
AU  - Salmon, Sheldon K.
AU  - ALBEDO
TI  - AGI — Shared Cognitive Architecture
PY  - 2026
PB  - AionSystem
UR  - https://github.com/AionSystem/AGI
AB  - The first open-source shared cognitive map between a human spatial 
      mind and an AI architecture. Defines AGI as the integration of human 
      spatial intelligence and AI pattern architecture into a single 
      navigable shared structure — not as a capability threshold.
ER  -

Citing Specific Frameworks

When citing a specific framework from this repository or its companion AION-BRAIN, use the framework name and version:

Salmon, S. K. (2026). LOCI WORLD v0.1 — Spatial mind architecture 
[Framework specification]. In AGI — Shared cognitive architecture. 
AionSystem. https://github.com/AionSystem/AGI/tree/main/LOCI_WORLD

Salmon, S. K. (2025–2026). FSVE v3.5 — Certainty scoring engine 
[Framework specification]. In AION-BRAIN constitutional stack. 
AionSystem. https://github.com/AionSystem/AION-BRAIN

Citing the Companion Repository

For work drawing on the certainty engineering stack (FSVE, LAV, AION, TOPOS, Eight Laws, etc.):

@software{salmon2025aionbrain,
  author       = {Salmon, Sheldon K.},
  title        = {AION-BRAIN — Certainty Engineering Stack},
  year         = {2025},
  publisher    = {AionSystem},
  url          = {https://github.com/AionSystem/AION-BRAIN},
  note         = {Primary certainty engineering infrastructure. Contains 
                  FSVE, LAV, AION, ASL, GENESIS, TOPOS, Eight Laws of 
                  Robotics, and 60+ additional frameworks.}
}

Attribution in Non-Academic Contexts

For articles, blog posts, and online writing:

Based on work by Sheldon K. Salmon — AGI Shared Architecture (2026)

For product or tool documentation:

This tool incorporates methodology from the AGI Shared Architecture by Sheldon K. Salmon (AionSystem, 2026). https://github.com/AionSystem/AGI

For presentations and slides:

Salmon, S.K. & ALBEDO — AGI Shared Architecture (2026) — github.com/AionSystem/AGI

What Counts as Proper Attribution

Attribution is proper when it:

  • Names Sheldon K. Salmon as the originating architect
  • Links to the repository: https://github.com/AionSystem/AGI
  • Is visible — not buried in a footnote, not stripped in reformatting
  • Reflects the actual framework or methodology used, not a generic reference

Attribution is not proper when:

  • The name is removed from a derived work
  • The methodology is described without crediting its source
  • A summary or paraphrase obscures the origin

Questions About Citation

For unusual citation contexts, requests for formal attribution letters, or questions about what constitutes proper attribution for your use case:

📧 aionsystem@outlook.com
📋 Subject: [Citation Question — AGI]

Sheldon K. Salmon — AionSystem — March 2026
Machine-readable citation: see CITATION.cff