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.

About OAII

How to review the OAII Base Model

Key Concepts

OAII Base Model

Introducing the Personal Event Recognition model

Open Autonomous Intelligence Initiative

Open object-oriented models for accountable AuI

  • Welcome to the OAII Base Model

    Welcome to the OAII Base Model—an evolving object-oriented framework intended to define the core classes and interfaces for Autonomous Intelligence systems in an ethical, human-centric manner. This repository hosts the abstract classes and design principles that underlie OAII (Open Autonomous Intelligence Initiative). By focusing on a streamlined but flexible model, we aim to enable everything…

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  • Recruitment Pitches

    This post provides recruitment pitches for High School Students, Undergraduate Students, Graduate Students, Workforce Professionals, and recent retirees.

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  • Financial and Social Value Assessments for OAI² and Simgeni

    The financial and social value propositions for OAI² and Simgeni are deeply interwoven. Together, they present a compelling case for creating a sustainable, ethical AI infrastructure that balances profitability with global impact. By leveraging open, interoperable frameworks (OAI²) and proprietary, mission-driven innovations (Simgeni), the initiatives are well-positioned to address critical global challenges while achieving long-term…

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  • Non-Disclosure Agreement (NDA)

    This Non-Disclosure Agreement (“Agreement”) is entered into as of [Date] by and between [Disclosing Party Name], having its principal place of business at [Address] (“Disclosing Party”), and [Receiving Party Name], located at [Address] (“Receiving Party”). The parties agree as follows: The Disclosing Party intends to disclose certain confidential and proprietary information (“Confidential Information”) to the…

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  • MVM Use Cases, Requirements, Devices, and Other Modeling Considerations

    This is the second in a trilogy of posts. My prior post introduced the hierarchy of OAI² Core Classes and the next post will demonstrate how the OAI² Core Classes are extended in the MVM for the User Arrives Home, and User Leaves Home Use Cases. This post first presents the use cases, followed by…

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  • Advancing Open, Standard, Object-Oriented AI Models

    I respectfully request that the European Union spearhead a collaboration to define open, standard, object-oriented AI models.

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