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

The Unity–Polarity Axioms (UPA) forms the conceptual and structural bridge that transforms historical holism into a modern, operational framework. Whereas Part I motivates the need for renovation, Part II delivers the core mechanics that make such renovation possible.


This post explains how σ-pair evaluation gives Siggy the ability to balance autonomy, safety, privacy, and routine as a personalized edge-first SGI. Through Harmony Rules, user-specific learning, and world-indexed context, Siggy becomes a safe and adaptive companion for aging in place. Open SGI defines the framework—life fills in the values.

Siggy is a personalized, edge-first SGI that learns a user’s routines, mobility, and wellbeing patterns over time—privately and safely. This post explains how Siggy uses Harmony Rules, σ-pair evaluation, and world-indexed learning to support aging-in-place with dignity. Open SGI provides the structure; the user provides the lived experience.