About the Open Autonomous Intelligence Initiative (OAII)
The Open Autonomous Intelligence Initiative (OAII) is an independent effort focused on developing open, structured, and interoperable models for Autonomous Intelligence (AuI).
The initiative emphasizes:
- object-oriented modeling of intelligent systems
- transparency and auditability through structured logging
- interoperability across devices, platforms, and vendors
- edge-primary architectures for privacy and resilience
At its core, OAII is developing a Base Model consisting of fundamental classes such as:
- World
- Device
- Sensor
- Signal
- Event
- Knowledge
- Policy
- Agent
- Interface
- Log
These constructs are intended to support the design, implementation, and evaluation of autonomous systems in a way that is:
- inspectable
- testable
- and aligned with emerging standards and regulatory expectations
Current Focus: Base Model Review and Feedback
The current phase of OAII is focused on:
review, critique, and refinement of the OAII Base Model
The objective is to:
- validate the clarity and completeness of the model
- assess its practical applicability
- identify areas for improvement
- and engage with subject matter experts across disciplines
Feedback is actively sought from researchers and practitioners in:
- cognitive science
- systems engineering
- artificial intelligence
- philosophy of mind
- and related fields
Ongoing Research: Polarity Modeling Framework (PMF)
In parallel with Base Model development, work has begun on a complementary line of research:
the Polarity Modeling Framework (PMF)
PMF is a cross-disciplinary structural modeling approach that:
- models phenomena in terms of complementary differentiation (polarity)
- represents systems as structured fields and transformations
- and explores the relationship between measurable processes and relational structure
This work is:
- inductively grounded
- minimally axiomatic
- and intended for progressive formalization
At present, PMF is being developed as:
foundational research that may inform future extensions of OAII models and implementations
Relationship Between PMF and OAII
The relationship between PMF and OAII can be understood as:
- PMF → foundational structural modeling framework
- OAII → applied system modeling and implementation framework
While the OAII Base Model does not currently depend on PMF, ongoing research is exploring whether PMF can:
- provide deeper structural grounding for OAII constructs
- support more unified modeling across domains
- and inform future reference implementations
Looking Ahead
OAII is intended to evolve through:
- iterative model development
- real-world reference implementations
- and collaboration with researchers and practitioners
Future work includes:
- continued refinement of the Base Model
- development of reference implementations (e.g., aging-in-place event recognition)
- exploration of PMF-informed modeling approaches
- and engagement with standards bodies and research institutions
Invitation for Collaboration
OAII is an open and evolving initiative.
Researchers, engineers, and interdisciplinary thinkers interested in:
- structured modeling
- autonomous systems
- cognition and intelligence
- and cross-domain integration
are encouraged to review the work and provide feedback.
If you are interested in reviewing the Base Model and the reference implementation classes, or if you’d like to suggest others who should be involved, email me at randall@oaisq.org.
How to Review the OAII Base Model and Reference Implementation
Open Autonomous Intelligence Initiative 