4QX is a blueprint for how anything — a cell, a project team, or an AI cluster — keeps itself coherent while it changes.Instead of starting with code
Holarchy concepts
Holarchy concepts
Enacting resonance
User: Class represents the wave aspect and instance operates in accord with it – this is resonance enacted through maintaining the loop pattern behavoural cycle structure harmoniously/efficiently. Think
Holarchy concepts
Smallest complete Python 4QX Seed
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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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
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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
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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
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,
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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
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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