D.R.O.N.E.: A Neural Network Architecture with JIT Compilation and Executable Memory

D.R.O.N.E. (Dynamic Responsive Optimized Neural Engine) is a small artificial intelligence written from scratchin C. It uses no outside libraries and no pre-trained model, and it runs offline on an ordinary CPU. Each AI builton the engine is called a drone.The design splits the work of answering into two parts. An exact core, written as ordinary C, reads everymessage, keeps track of the conversation and decides what should happen: run an action, state a thought, orjust talk. A neural brain then puts that decision into words. Its neurons are small pieces of x86-64 machinecode that the engine writes at run time. Between the two parts, a set of engine checks keeps the reply honest:it must match what was really done and computed.This paper explains how each part works and how to use it. Every mechanism is shown with a real exampletaken from the running system, and the mathematics is given where it is used. Section 4 follows one messagethrough the whole engine, step by step, and section 13 shows how to build, run, extend and train it. The projecthas only just started, so the numbers are a snapshot from October 3, 2026, after eight days and six trainingrounds, not a finished result.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-04
DOI
https://doi.org/10.5281/zenodo.23137562
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
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article

D.R.O.N.E.: A Neural Network Architecture with JIT Compilation and Executable Memory

Hüseyin Teoman Deniz, Maximum Tension
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
article

D.R.O.N.E.: A Neural Network Architecture with JIT Compilation and Executable Memory

Hüseyin Teoman Deniz, Maximum Tension
article en

Abstract

D.R.O.N.E. (Dynamic Responsive Optimized Neural Engine) is a small artificial intelligence written from scratchin C. It uses no outside libraries and no pre-trained model, and it runs offline on an ordinary CPU. Each AI builton the engine is called a drone.The design splits the work of answering into two parts. An exact core, written as ordinary C, reads everymessage, keeps track of the conversation and decides what should happen: run an action, state a thought, orjust talk. A neural brain then puts that decision into words. Its neurons are small pieces of x86-64 machinecode that the engine writes at run time. Between the two parts, a set of engine checks keeps the reply honest:it must match what was really done and computed.This paper explains how each part works and how to use it. Every mechanism is shown with a real exampletaken from the running system, and the mathematics is given where it is used. Section 4 follows one messagethrough the whole engine, step by step, and section 13 shows how to build, run, extend and train it. The projecthas only just started, so the numbers are a snapshot from October 3, 2026, after eight days and six trainingrounds, not a finished result.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 11%
Artificial Intelligence Applications
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D.R.O.N.E.: A Neural Network Architecture with JIT Compilation and Executable Memory — Hüseyin Teoman Deniz, Maximum Tension · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS