Defining the objects, policies, and boundaries that make autonomy governable
Advocates for Open, ethical AI Models

Open SGI defines the OAI² reference architecture for ethical, intelligent aging‑in‑place systems. This post outlines a UPA‑aligned framework where IoT sensors, wearables, and robotics interact through world‑anchored reasoning—transforming data to knowledge with traceable justification and continuous harmony. It serves as the foundation for OAII certification and the Open SGI standard.

Open SGI v2 defines a world-anchored inheritance and containment structure for data, information, belief, and knowledge. Built on Unity–Polarity Axioms, this model supports cross-world mappings, rule-based evaluation, and service-layer integration—advancing explainability, safety, and certification paths in SGI.

In SGI, knowledge isn’t universal—it’s world-bound. Every signal, interpretation, belief, or conclusion is indexed to a specific world and time. The same flash might mean lightning in one world and solar reflection in another. SGI tracks how meaning evolves through a simple chain: Data → Information → Belief → Knowledge This framework lets SGI remember,…

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…

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

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…