Open Autonomous intelligence initiative
Conceptual update:
- Simplified PMF incorporated in the Structural Intelligence Framework
- Entity is the common managed-object base class.
- Host, Sensor, Signal, Event, Knowledge, Agent, Interface, and Log are Entity subclasses..
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 