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 Axiom 7 Context V2
Context (A7) is the active, adaptive field that modulates meaning at every level. It selects polarity expression, shapes continuity paths, filters novelty, stabilizes Worlds, and governs translation across them. In philosophy of mind, context explains perception, emotion, cognition, identity, and social attunement. In SGI, context is the system-wide control layer enabling adaptive, safe, and coherent…
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UPA Axiom 8 Reintegration V2
Reintegration is the structural principle that differentiated or newly generated forms must be coherently incorporated back into an existing World (Wᵢ) or distributed across Worlds (Wᵢ → Wⱼ) to preserve viability, intelligibility, and identity.
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UPA Axiom 6 Novelty V2
Novelty (A6) is the structural principle through which intelligibility expands. It introduces new distinctions, creates new Worlds, and drives development, creativity, adaptation, and learning. Balanced by Harmony (A5) and contextualized by Worlds (A4), Novelty enables both natural and artificial minds to transcend their prior limits. Novelty is the generative engine of structured becoming.”}
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UPA Axiom 5 Harmony V2
Harmony (A5) is where the structural ontology of Axioms 1–4 becomes normative. Unity gives coherence; Polarity gives structured difference; Continuity gives unfolding; Worlds give semantic ordering; Harmony gives viability to these structures in living and simulated minds.
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UPA Axiom 4 Worlds V2
Worldhood (A4) is the semantic architecture through which intelligibility becomes possible. It integrates polarity systems, contextual modulation, and continuity into coherent orders. Worlds arise at every scale—from micro-perceptual to cultural to synthetic—and can distort through collapse, fragmentation, isolation, or volatility. In philosophy of mind, Worlds structure experience and interpretation; in SGI, Worlds are the representational…
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UPA Axiom 3 Continuity V2
Continuity (A3) is the topological backbone of coherent becoming. It defines how differentiation unfolds and how identity persists across transformation. In philosophy of mind, it grounds the unity of experience over time; in SGI, it ensures coherent, incremental, context-sensitive updates across Worlds, services, and object classes. Continuity integrates the structural ontology of Axioms 1 and…
Open Autonomous Intelligence Initiative 