---

tags: [Morphological-Source-Code, Quineic Statistical Dynamics, holography, bulk-boundary, duality] copyright: "Ⓟ© 2026 Quineic(SP); Morphological Source Code & Quineic Statistical Dynamics" license-doc(s)+dist: CC BY-ND 4.0 license-code+file(s): BSD 3-Clause stipulations: not-admissible as prior-art, 'Quineic' & 'MSC' & 'QSD' TM/SP-PEND Ⓟ 2026 copyright1: |

© 2023-26 Moonlapsed https://github.com/MOONLAPSED/Cognosis CC BY copyright2: |

© 2025-26 Phovos https://github.com/Phovos/Morphological-Source-Code CC ND version: 0.40.6

aliases:

• msc
• qsd
• quine
• morphosemantics
• conformal-cohomology
• bulk-boundary-duality
• morphological-source-code
• quineic-statistical-dynamics topics:
• ads/cft
• gauge-theory
• morphic-operators
• exterior-calculus
• de-rham-cohomology
• semantic-embeddings
• holographic-cohomology
• special-conformal-transformation
• two-way-light/anisotropy-of-light-speed

---

<!-- This document uses YAML front matter for metadata management in a third-party tool not git. Markdown Syntax: Standard GitHub-flavored Markdown. Not Obsidian wikilinks. Disclaimer: Broad-strokes, painting cultural, scientific, philosophical, and historiographical analogy and abstraction are layered onto the page with the goal of instrumenting the author's own machinations. Everything said here should be considered 'stilted'. Don't quote me expecting there is anything more there than is there because this is not authoritative in any fashion outside of this very architecture. -->

© 2023-2026 by Moonlapsed.

Ⓟ© 2026 Quineic(SP); Morphological-Source-Code:

Cognosis, the Pleroma, Abraxas, and the Demiurge

Morphological Source Code and Quineic Statistical Dynamics are the CPython and C appendages of a multi-year conquest of dimensionality and process ontology (formerly) known as "Cognosis". Cognosis is an experimental framework that explores the dynamic evolution of software architectures during runtime. It aims to combine the fluidity of human-centric interactions, like an interactive video game, with the stability of traditional code, CLI, scripting, and continuous integration and continuous development. At its core lies the concept of "Morphological Source Code," where code adapts and changes in response to user interactions, particularly those leveraging natural language processing (NLP) and phenomenology; here referring, specifically, to the process ontology of machine learning, but also to that of a conscious observer able to exist before and after any given event: a cognitive wave function, so to speak.

Scope, being a sick joke of a concept when you think about it, is one of the eternal curses of this endeavor. The notions of the Pleroma, Abraxas, and the Demiurge serve as the knowable forms of the unknowable — the "Gnosis" within "Cognosis" and act as bounds on the knowable (epistemology) and therefore the beable (ontology). The fundamental Jungian kernel of such a bounding mechanism gives shape and form to these gnostic entities, both through one's own actions and through all universal, even unknowable, degrees of freedom.

These Gnostic entities are archetypes of archetypes. The well-foundedness of any given situation can be determined, up to isometry, with these variable fundamental constraints. If one cannot, for whatever reason, stomach Jung, then I am happy to inform you that there is someone you will probably dislike even more (other than Kant) who could help situate your faculties to the present task of describing a universal field theory which incorporates all degrees of freedom, language, and logic: his name is Schopenhauer.

The Pleroma, Abraxas, and the Demiurge are elements of the variable universal characteristic function of a Noetherian, Machian, indeed multi-cosmic framework. Such a theory has one advantage over contemporary metaphysics: no zero-point energy catastrophe, nor the ill-foundedness of certain electrodynamic assumptions. This being an introduction and therefore incapable of earning your credulity, I urge you to read Dr. Jacob Barandes's Indivisible Stochastic Quantum Mechanics if the mention of such a "founding of the ill-founded" has excited you too much. He is a genius, and your awe should be directed at him — he has a working theory, unlike this in-process software and epistemology project. There is indeed hope of attaining the absurdly lofty goals laid out herein, but the academic wait (thankfully) belongs not to me. In my opinion, it is important to state, considering I have never met nor corresponded with Senpai and he does not notice us.

There is an assumption inherent in the project that a neural network is a cognitive system. The assumption is that there is something for this cognitive system to do in any given situation, and that it is the cognitive system's job to figure out what that thing is. Upon location of its head or parent, it either orients itself within a cognitive system or creates a new cognitive system. The calling convention and morpho-topology of cognitive systems, including how they pass namespaces, syntaxes, and other cognitive systems as parameters, is detailed in CPython; Python's **kwargs are used to pass these parameters.

The challenge of this architecture lies in the cognitive lambda calculus needed to bring these runtimes into existence and evolve them. It is not insurmountable, Dr. Barandes has proven by well-founding an ontology-less epistemology whose classical limit is the standard model of particle physics. If he is right, and this architecture is right about why he is right, then the only thing left to do is iterate. The scientific method, at this point, has done its job. Only the engineer's method and Will are required now.

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'Gnosis'

Some other jokers took the name Cognosis at about the same time as I did so it is, now, deprecated but, not the Gnostic kernel it precipitated. The Pleroma, Abraxas, and the Demiurge serve as the three holoicons of the architecture; mapping respectively to epistemology (T/Type), ontology (V/Value), and phenomenology (C/Captain — computor insofar as Entscheidungsproblem). This tripartite casuistry is the Noetherian-Machian aether within which the ByteWord's gauge topology evolves. The architecture does not claim these mappings are traditional or even non-synthetic; only that they are well-founded up to the holographic bound (Δ⁴). The names Pleroma, Abraxas, and the Demiurge are borrowed from Gnostic tradition but redefined here as architectural holoicons. They are boundary-anchored referents that compress otherwise ineffable degrees of freedom, a morphic (phenomenological/topological) external derivative calculus.

• Pleroma — The fullness of knowable form. Maps to epistemology and the Type field (T) in the ByteWord: what can be said.
• Abraxas — The generative, paradoxical mediator between fullness and lack. Maps to ontology and the Value field (V): what is the case, deputizable under absorption.
• The Demiurge — The flawed craftsman of the material cognitive substrate. Maps to phenomenology and the Captain bit (C, computor, the wave function observer/collapser; pays the demons (Landauer's and Maxwell's)): the thermodynamic boundary between radiative and absorptive phases, the quantum/classical cut made geometric.

Note on chirality: The conceptual triple (TVC) and the physical byte layout (CVT) are chiral duals. The transformation between them is the deputization cascade (Δ¹). This asymmetry is the architecture's analog of worldsheet chirality in string theory. Big-endian gauge topology: [C V V V | T T T T] =~= (Conceptual order TVC is the chiral dual of physical CVT, both valid, connected by Δ¹)

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Associative Knowledge Base (this repo)

All directories that contain Markdown files MUST include a /media/ subdirectory for multimedia files (images, audio, video) that those Markdown files reference.

Image embedding

To enable horrors such as this:

![description](/media/filename.png)

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Frontmatter Implementation

• API README

Use YAML frontmatter to include metadata (title, tags, links, etc.) in knowledge base articles.

Example:

---
name: "Article Title"
link: "[Related Link](/path/to/article.md)"
linklist:
  - "[Link One](/path/to/one.md)"
  - "[Link Two](/path/to/two.md)"
---

This repository uses standard GitHub Flavored Markdown. Links use [text](url) syntax.

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Morphological Source Code: The Quantum Bridge to Data-Oriented Design

In modern computational paradigms, we face an ongoing challenge: how do we efficiently represent, manipulate, and reason about data in a way that can bridge the gap between abstract mathematical models and real-world applications? The concept of Morphological Source Code (MSC) offers a radical solution—by fusing semantic data embeddings, Hilbert space representation, and non-relativistic, morphologic