Symbiotic Methodology: The Architect's Workflow (Vector 2035+)

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Authors: Marco Rathjens
Cited by: 0

Abstract

This methodology paper describes the "Symbiotic Methodology: The Architect's Workflow" – a novel paradigm for human-AI collaborative research. It details how a single Analytical Architect orchestrated a "Council of AIs" (ChatGPT, DeepSeek, Claude, Qwen, Gemini) to validate the L.U.M.O.S. photonics research framework within hours. 🔗 Source Code & Repository: https://github.com/marcorathjens-ux/LUMOS-Projekt 📄 Full methodology documentation: See METHODOLOGY.md in the repository. Keywords: AI-Symbiosis, Research Methodology, Reservoir Computing, Stochastic Resonance, Human-AI Collaboration, Vector 2035+

Fields of Study & Subjects

Artificial Intelligence Applications Neural Networks and Reservoir Computing Cybernetics and Technology in Society

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
5 March 2026
Language
EN