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..

Download the read-ahead deck for AI/Data Science discussion

Open Autonomous Intelligence Initiative

Open object-oriented models for accountable AuI

  • From PMF Framework Development to OAII Specifications

    OAII is shifting from broad PMF framework development toward open SGI specifications and an Edge-primary PER Minimum Viable Model for aging-in-place.

    Read more

  • Transformation, Time, and Temporal Projection in PMF

    This OAII Concepts post refines the treatment of transformation and time within the Polarity Modeling Framework (PMF). Earlier PMF work defined transformation independently of time indexing, but practical autonomous intelligent systems still require ordering, duration, synchronization, and logging. The revision introduces Temporal Projection as a first-class framework construct that maps transformation structures into temporal reference…

    Read more

  • The Progression of Meaning in Spherical Worlds

    This OAII Concepts post explains how the meaning of polarity changes as PMF worlds progress from one-dimensional structures to multi-dimensional spherical worlds. In a one-dimensional system, polarity primarily represents directional alignment between complementary poles. With the introduction of additional dimensions, polarity evolves into a richer structural framework capable of representing differentiation, coexistence, contextual variation, regions,…

    Read more

  • The Regress Problem and Constraint Boundaries in PMF

    This OAII Concepts post explains how the meaning of polarity changes as PMF worlds progress from one-dimensional structures to multi-dimensional spherical worlds. In a one-dimensional system, polarity primarily represents directional alignment between complementary poles. With the introduction of additional dimensions, polarity evolves into a richer structural framework capable of representing differentiation, coexistence, contextual variation, regions,…

    Read more

  • OAII Concepts: Integrating the Polarity Modeling Framework (PMF) into the OAII Base Model

    This post introduces the integration of the Polarity Modeling Framework (PMF) into the Open Autonomous Intelligence Initiative (OAII) Base Model as a foundational structural layer. By separating operational entities from structural relationships, PMF provides a unified way to represent state, context, and transformation across autonomous intelligent systems. The result is a multi-world model that improves…

    Read more

  • From Framework to Implementation: The Next Phase of the Open Autonomous Intelligence Initiative

    A four-step plan for advancing the Polarity Modeling Framework from concept to implementation, including outreach, system design, and a Minimum Viable Model.

    Read more