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June 22, 20260 citationsOpen Access

Swarmora: From the Simple Programming Command to the Internal Language — A Theoretical and Experimental Journey Through How Accumulated Abbreviations, via Composition, Experimentation, and Memory, Become a Self-Expressive System That Serves Code Execution and Evolves Freely

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ZEZakaria Elghouti

Key Points

  • The aim is to explore how programming symbols evolve into a self-expressive system through executional memory.
  • Developed Swarmora Theory with computational experiments to test its principles.
  • Conducted statistical comparisons across various applications, including chess endgames.
  • Created a general-purpose software library showcasing improvements in speed with caching and task bundling.
  • Demonstrated measurable speedup in applications through executional memory and caching techniques.
  • Identified specific cases with strong benefits and notable limitations during the experiments.
  • Reflected on philosophical questions regarding the nature of code and its existence.

Abstract

This paper proposes Swarmora Theory, a theoretical and experimental framework that begins with a simple principle: giving basic programming operations short symbols (words), composing these symbols into sequences (sentences) whose results are retained instead of discarded after each use, so that an "executional memory" gradually accumulates within the system itself. The paper presents a theoretical formulation of the principle (the word, the sentence, cumulative and distributed memory), along with a full series of computational experiments testing its validity honestly and transparently — from simple computational composition to physical simulation, through a rigorous statistical comparison, and up to an application on simplified chess endgames — clearly distinguishing cases that showed strong benefit from those that revealed real limitations. It also presents a standalone, general-purpose software library demonstrating a real, measurable speedup through automatic caching and concurrent task bundling. The paper concludes with a reflective philosophical framework on the nature of code's own existence (the "world of code": the instant, the cage, stillness, placelessness, and the intermediary), explicitly presented as an open question for discussion rather than a confirmed scientific result, along with an explicit correction regarding the limits of scientific originality of the technical components used.

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Cite This Study

Zakaria Elghouti (2026) studied this question.

synapsesocial.com/papers/6a38d129da1bad9caca30de6https://doi.org/10.5281/zenodo.20778363
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Also Consider

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  5. 5Exploring Swarm Behavior: An Undergraduate Project in Physics and Computer Programming2024