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Index

Mobius Research Papers

This folder contains formal academic papers, whitepapers, and research writeups for Mobius Systems.

Papers

Macro-Scale Machine Learning

  • macro_civic_ml_mobius.md — Macro-Scale Machine Learning architecture paper (C-147)
  • Full NeurIPS-style academic draft: "Mobius Systems: A Macro-Scale Machine Learning Architecture for Civic Intelligence"
  • Includes abstract, mathematical formalization, system architecture, and learning dynamics
  • See also: macro_civic_ml_mobius_abstract.md and macro_civic_ml_mobius_bibliography.md

Other Papers

  • ida-framework.md — Integrity-Driven Architecture
  • masl-protocol.md — Model-Agnostic Sovereignty Layer
  • deliberation-proof.md — Cryptographic consensus protocol
  • ktt-evaluation.md — Kaizen Turing Test framework
  • dva-democracy.md — Democratic Virtual Architecture theory
  • proof-of-integrity.md — Economic model specification

Purpose

These papers serve: - Academic outreach (Glen Weyl, IDA, labs) - Peer-reviewed publication preparation - System architecture formalization - Long-term research continuity

Philosophical Foundation

The philosophical foundation for the "levels of intelligence" used in the Macro-Scale ML paper is documented in: - docs/01-philosophy/ladder_of_intelligence.md — The Seven Levels of Intelligence canon

Cycle C-147 • Mobius Systems • 2025
"We heal as we walk."