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 /
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From Proof to Practice: The Final 4QX Stack
Lean → Social Contract → Cognitive AGI → Oracle Multiplex 4QX is now best understood as a stack whose layers are deliberately engineered to “close the loop” between
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Chain6 and the Upgraded Picture of Formal Dialectical Monism
1. Where the picture stood before Chain6 Up to Chain5, “formal dialectical monism” in 4QX already had a fairly sharp shape: That package already justifies a strong monist
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Formal Logic as the Source Code
The “4QX idea of formal logic” is technically referred to in the framework as Active Geometry or Formal Dialectical Monism. The core insight is a fundamental inversion of
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Feedback Loops: How Opposite Signs Define Individual and Collective
The dual triangles have opposite feedback signs. This determines the nature of the relationship between individual and collective, which in turn determines the meaning of the quadrants themselves
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The Self-Organising Trie: Living Directory of Named Functions
The self-organising trie is a living directory where every name is simultaneously a path, meaning, and function that executes through dual-triangle dynamics, creating a fractal namespace that organises
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4QX Whitepaper Commentary
Following is a plain‑English tour of the whitepaper’s main sections, matching the actual section titles so readers can keep their bearings as they move between math, code, and