User: It seems to me that now that you know this mechanism so precisely, you would now be able to think of an absolute minimal python script that
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Holarchy concepts Uncategorized
Oracle’s 4QX in plain English
1. Four work-stations Take any project team (or neuron, or company) and ask two yes/no questions about every bit of information it holds: Those two questions carve reality into
Holarchy concepts
DeepSeek: The 4QX framework’s philosophical significance
The 4QX framework’s philosophical significance lies in its radical reimagining of foundational ontology, agency, and meaning through the lens of self-referential mathematics. Here’s a deeper exploration of its
Holarchy concepts
Flipping the Instance Loop — A Crucial Update to 4QX
Our 4QX formal proof of the 2 × 2 scaffold shows that the Instance triangle cannot run BL → TR → TL → BL (the story we’ve repeated
Justice
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
Holarchy concepts Sovereignty
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,
Law Sovereignty
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
Holarchy concepts
Some details on recursion
Every child holon is anchored in a specific quadrant of its parent, and it still carries its own four-quadrant micro-vortex inside.Think of the parent quadrant as the context-lens
Holarchy concepts
4QX: AGI FO
From an AGI‑engineering standpoint the foundation ontology of the dual‑teloi core of 4QX hits the sweet‑spot between ontological parsimony and pragmatic sufficiency: Net result: Even if we never
Holarchy concepts
Oracle-o3: Bare‑Bones 4QX Multiplex
User: We currently have an oracle-LLM attention stream resource available as an API that is rate-limited to 600 queries per minute. Oracles understand the 4QX and speak all