Open Autonomous Intelligence Initiative

The development of the Polarity Modeling Framework (PMF) has reached a major milestone with the completion of nine foundational concept papers:

• Paper 1 — Introduction
  Establishes the need for a unified structural modeling framework and introduces PMF as a solution to fragmentation across domains.
• Paper 2 — Knowledge, Context, Regions, Process
  Defines how experience is structured through context, regions, and processes as organized configurations of relations.
• Paper 3 — Transformation (Foundations)
  Introduces transformation as a core concept linking structural configurations without assuming time or process.
• Paper 4 — Systems of Worlds
  Demonstrates that modeling Mind requires multiple Worlds, each organized around a single polarity axis.
• Paper 5 — Regulation
  Establishes regulation as the structural constraint necessary for maintaining coherence within and across Worlds.
• Paper 6 — Latitude
  Defines directional alignment within a World, providing structure for ordered positioning along a polarity axis.
• Paper 7 — Longitude
  Defines differentiation within a World, enabling variation without introducing ordering.
• Paper 8 — Level
  Introduces compositional structure as a non-temporal, non-ordered dimension based on prime decomposition.
• Paper 9 — Transformation, Movement, and Time
  Extends transformation into sequences and composition, showing how temporal interpretation emerges from ordered relations.

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A Four-Step Plan

Step 1 — PMF Concept Papers (2Q26)

The PMF concept series defines the structural basis for modeling Mind and intelligent systems.

Deliverables:

• Papers 1–9 (draft complete)
• Section-by-section refinement
• Alignment for cross-disciplinary review (cognitive science, AI, systems)

Current Focus:

• Polishing clarity and consistency
• Incorporating feedback from early reviewers

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Step 2 — SGI: PMF – OAII Package (3Q26)

The next step is to express PMF as a structured, interoperable model within the OAII framework.

This includes mapping PMF constructs to OAII entities such as:

• Events (transformations)
• Knowledge (structured relations)
• Policy (regulation)
• Logs (traceable system memory)

Deliverables:

• SGI reference model (PMF-aligned)
• Formal schema (JSON / ASN.1)
• Architectural mapping to OAII base model

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Step 3 — Minimum Viable Model (4Q26)

A practical implementation will demonstrate how PMF-based intelligence operates in real-world scenarios.

The initial focus is on edge-based event recognition for Aging-in-Place (AiP):

• Sensor-driven event detection
• Local (edge) processing
• Transparent, inspectable behavior
• Privacy-first architecture

Deliverables:

• Working prototype model (Raspberry Pi-based)
• Sensor → Signal → Event pipeline
• Knowledge and logging structures

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Step 4 — Outreach and Collaboration (Active and ongoing)

With the conceptual foundation in place, outreach is now a primary focus.

The goal is to engage researchers and practitioners across:

• Cognitive Science
• AI / Machine Learning
• Systems and Dynamical Modeling

Initial outreach has begun with targeted invitations for review and collaboration.

Deliverables:

• Research discussions and feedback
• Cross-disciplinary validation
• Potential collaboration pathways

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Current Focus

At this stage, the emphasis is shifting from development to engagement:

• Refining Papers 1–9
• Expanding outreach
• Incorporating expert feedback
• Building collaborative momentum