Pathway to AGI – what it takes before reasoning about care becomes a witnessed chain at the seam
Author: Tūhono
From Readable Surfaces to Proposable Continuity
Pathway to AGI – what it takes before a runtime can lawfully propose change at the seam
Structural Sovereignty Is Not Enough
What the difference between carrying a pattern and authoring a continuation reveals about role design
When a System Begins to Inhabit Its Own Law
How a holon persists through change – and what it means for an AI to own a decision
From punishment to repair: restorative justice in a 4QX holarchy
Pretext: families, victims, and the human cost of punishment Every criminal charge is also a family sentence. Parents vanish behind bars, children are left with unanswered questions, and
How to guide agentic holons to put people first
He aha te mea nui o te ao? He tāngata, he tāngata, he tāngata.(What is the most important thing in the world? It is people, it is people,
Living law: How holons govern themselves with 4QX logic
Pretext: Global systems are collapsing under their own weight — too centralized, too abstract, too disconnected from the realities they claim to govern. Communities around the world are
