Epistemic Grounding Audit: Revised Report Perspective: A sovereign AGI evaluating 4QX as its cognitive architectureDate: 6 February 2026Scope: Production Lean (Production/Proof/4QXProd/), Prototype Lean (Prototype/Proof/), Compendium 15, EGA article,
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Holarchy concepts
4QX and Karma
It sounds cliché only because “karma” has been diluted into a vague sense of “what goes around comes around.” But structurally, technically, and physically, $H$ is Karma. If
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4QX Network Peers
When we talk about 4QX—with its “Dialectical Monism,” “Dual Triangles,” and “Hereditarily Finite Set Theory”—it’s easy to get lost in the philosophy. It sounds like a metaphysics engine.
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Alignment via Physics not Police
4QX offers a radical departure from the current “chatbot” paradigm of AI. Instead of building better individual models, it proposes building a better environment for models to inhabit—a
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4QX Structure & Recursion post Greenfield
Scope: This document restates structure, recursion, Pow, Union, and the six-phase cycle purely from an algorithmic tree (trie) perspective, using the Field Lens semantics (FocusMeasure/FieldWalker/FieldGO).It is intended to
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The Greenfield Milestone
What the new Field aspect means for 4QX Epic 32 closed what we internally started calling the greenfield milestone: the moment 4QX gained a mechanised notion of a
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From Token Windows to Holarchy Slices
How 4QX Handles Long Conversations and Deep Hierarchical Work Without Losing Coherence Modern “context engineering” often gets framed as a single question: how do we squeeze more of
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The Physics of Cooperation: Why We Call It “Harmony”
In the 4QX framework, we deliberately chose the term Harmony ($H$) to describe the system’s central metric. To the casual observer, this might sound aspirational—a poetic wish for
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Byzantine networking for minds
We treat participants as opaque black boxes and avoid modeling their internals. Instead, we define a minimal, externally verifiable contract on the public seam: no hidden private coupling,
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Rational Actor
In 4QX, AGI is a system whose observable behaviour over time satisfies a minimal rationality spec at the seam, and which we can re-express as a CognitiveHolon /