Open Autonomous intelligence initiative
OAII is advancing a unified approach to building autonomous intelligent systems by integrating the Polarity Modeling Framework (PMF) as a foundational structural layer. This integration separates operational components from the underlying structure that defines state, context, and transformation, enabling systems that are more coherent, interoperable, and transparent. It establishes a practical path toward standardization and certification of autonomous intelligence. Read the OAII Concepts post
The Polarity Modeling Framework (PMF) Papers 1-9 are available for review. Download the Paper 1-9 Abstracts, Read the first post, or download the White Paper PDF
OAII Strategy: From Conceptual Foundations to Edge-Based Demonstration A four-step plan for advancing the Polarity Modeling Framework from concept to implementation, including outreach, system design, and a Minimum Viable Model.
How to review the OAII Base Model
Introducing the Personal Event Recognition model
Open Autonomous Intelligence Initiative
Open object-oriented models for accountable AuI
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UPA in Open SGI: How the Axioms Become Architecture
This post explains how UPA is implemented inside the Open SGI architecture across:
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Experiential Grounding of the UPA: Phenomenology, Ontology, and the Physiology of Mind
Human introspection reveals the same patterns that UPA describes ontologically. Neuroscience implements the same structures biologically. This triple alignment means: UPA is not simply a philosophical theory. It is a framework that unifies the structural conditions of being, experience, and mind. This gives UPA both explanatory power and testability—placing it in a uni
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UPA Axiom 16 — World Genesis
The principle governing the formation, emergence, and initial structuring of Worlds (Wᵢ) from Unity (𝕌) through polarity (σ), contextualization (𝒳), differentiation (Π), and viability constraints (𝒱).
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UPA Axiom 15 — Viability / Harmony Conditions
Viability (𝒱) is the global harmony condition that determines whether a World remains coherent, adaptive, and intelligible over time. Across philosophy, psychology, society, and SGI, 𝒱 is the measure of whether a system can persist and evolve coherently
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UPA Axiom 14 — Gradient Modulation
Gradient Modulation (𝒢) governs how intensities and salience values along polarity axes shift under context, novelty, recursion, and multi-axis interactions. It is the metabolic regulator of Worlds, balancing stability and adaptability.
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UPA Axiom 13 — Functoriality
Functoriality (ℱ) is the structural requirement that mappings between Worlds preserve relational integrity among polarities, hierarchies, and contextual modulations.
Open Autonomous Intelligence Initiative 