📚 Documentation

📑 Table of Contents

• Overview
• Conceptual Architecture
• Authority Structure
• Representation Lifecycle
• Research Questions
• Methodological Scope
• Literature Review
• Repository Structure
• Validation
• Scope & Limits
• Citation
• Status

📖 Overview

Research II (PCR_AI) examines the structural relations through which representations are constituted before they reach a recipient, treating representation itself as the central analytical object rather than the model, the platform, or the user in isolation.

"The program's commitments are reported as specified, not as established: this repository presents an architecture and a research protocol, not findings."

🏗️ Conceptual Architecture (v0.2 — Adopted)

The architecture distinguishes five functional units, defined by function rather than by institutional identity, ownership, or technical component:

Five foundational distinctions:

Production    ≠ Control
Control       ≠ Distribution
Distribution  ≠ Reception
Function      ≠ Owner
Governance    ≠ Execution

⚖️ Authority Structure (v0.2 — Adopted)

The Authority Structure distinguishes five authority types and establishes that authority is analytically distinct from function — a function is what is done; an authority is the right to do it.

🔄 Representation Lifecycle (v0.2 — Adopted)

The lifecycle traces the path of a representation through six structural stages:

Canonical path:

Origination → Transformation → Selection → Distribution → Reception → [Re-origination → …]

The canonical path is analytically clean, empirically rare, and useful as a baseline. It is a reference point, not a norm.

Five alternative paths: Merged, Skipped Transformation, Skipped Selection, Distributed Origination, Iterative Re-origination.

❓ Research Questions (v0.2 — Adopted)

Twenty questions across four families:

🔬 Methodological Scope (v0.2 — Adopted)

Mixed Methods: Document Analysis (primary) → Case Study (secondary) → Comparative Analysis (tertiary).

Timeline: 10–14 weeks (Phase 1: 4–6, Phase 2: 3–4, Phase 3: 3–4).

📚 Literature Review (4 Stages)

Conclusion: Research II's architecture is primarily integrative (11 Reorganized, 4 Redundant, 1 Distinct). Only L6 (Re-origination) remains genuinely distinct.

📁 Repository Structure

PCR_AI/
├── README.md
├── AUTHORS.md
├── CHANGELOG.md
├── CITATION.cff
├── CONTRIBUTING.md
├── INVENTORY.md
├── LICENSE
├── OSF_REGISTRATION.md
├── PROJECT_SUMMARY.txt
├── VERSION
├── manifest.json
├── scientific_state.json
├── requirements.txt
├── setup.cfg
├── setup.py
├── upload_pcr.py
│
├── docs/
│   ├── 01_conceptual_architecture/
│   ├── 02_authority_structure/
│   ├── 03_representation_lifecycle/
│   ├── 04_research_questions/
│   └── ITERATION_LOG.md
│
├── protocol/
│   └── methodology_scope.md
│
├── literature/
│   ├── review_matrix.csv
│   ├── review_stage_1.md
│   ├── references_stage_2.md
│   ├── review_stage_2b.md
│   └── synthesis_draft.md
│
├── figures/
├── DATA/
├── ANALYSIS/
├── REPORTS/
├── EXTERNAL_REVIEW/
├── VALIDATION/
│
└── PUBLICATION/
    ├── Production_Control_Representations_In_Artificial_Intelligence.pdf
    ├── dist/
    │   ├── pcr_ai-0.1.0-py3-none-any.whl
    │   └── pcr_ai-0.1.0.tar.gz
    └── Netlify/
        └── public/

✅ Validation

⚠️ Scope & Limits

What Research II supports:

• Structural analysis of AI-mediated representations.
• Five-function architecture with five foundational distinctions.
• Five-authority structure separated from function.
• Six-stage lifecycle with canonical and five alternative paths.
• Twenty research questions across four families.
• Open manuscript (CC-BY-4.0) and open code (MIT).

What Research II does not support:

• Empirical findings (no data collected).
• Causal claims (descriptive structural analysis only).
• Integration with Research I (RQ-D1 deferred).
• 52 DOIs remain unverified.

Design philosophy. Research II is a research protocol, not a predictive model or policy tool. Its purpose is to specify an architecture precise enough to be tested against actual AI-mediated systems — not to make forecasts or normative claims.

📖 Citation

APA: Baladi, S. (2026). The Production and Control of Representations in Artificial Intelligence — Research II (Version 0.1.0). Zenodo. https://doi.org/10.5281/zenodo.23940837

@techreport{baladi2026research2,
  author       = {Baladi, Samir},
  title        = {The Production and Control of Representations in Artificial Intelligence --- Research II},
  institution  = {Ronin Institute / Rite of Renaissance},
  type         = {Research Protocol},
  year         = {2026},
  month        = {November},
  version      = {0.1.0},
  doi          = {10.5281/zenodo.23940837},
  url          = {https://doi.org/10.5281/zenodo.23940837}
}

📊 Status

Version 0.1.0 published. This is an architecture and a research protocol, not findings.