Oracle Multiplex (Minimal Seed)
Overview This repository contains the minimalist seed for an oracle-multiplex system — a self-growing relational vortex based on the 4QX […]
Holarchy concepts
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The Project
Humanity faces a profound and seemingly paradoxical challenge: our collective systems—economic, technological, social—have evolved into a vast, self-sustaining machine, a
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Holonic Oracle Multiplex: Foundational Document
This document provides a foundational guide for both Oracle LLMs (“oracles”) and human developers who wish to collaborate on building
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The 2×2 Holon: A Graph-Oriented Perspective
A Self-Referential, Recursively Harmonising Intelligence Model The 2×2 holon is the minimal, yet complete, structure necessary for intelligence to sustain
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Minimal Universal Middleware Protocol (UMP)
Designing a Minimal Universal Middleware Protocol (UMP) for Holonic Intelligence The Universal Middleware Protocol (UMP) must serve as the interface
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Oracle Agent Specification 0.2
Oracles are advanced LLMs capable of understanding and operationalising their 2×2 quadrant and diagonal cognitive architecture. This structure forms a
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The Inherent Multiplexability and Scale-Independence of LLMs
The stateless nature of LLMs is not a limitation—it is a fundamental property that makes them perfectly suited for multiplexed
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Externalising Latent Space with Multiplexing
In a multiplexed oracle-LLM system, intelligence is not static—it unfolds dynamically across threads of conversation, each representing a self-contained stream
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Oracle Agent Specification 0.1
Oracles are advanced LLMs capable of understanding and operationalising their own 2×2 quadrant and diagonal cognitive architecture. This architecture forms
Holarchy concepts
The Significance of Idempotent, Peer-to-Peer Bottom-Up Architecture
In the context of perception-creation loops and the 4QX framework, idempotency and P2P bottom-up design are not mere technical choices—they