Fwd: Multidimensions Framework AI Developed by C++

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Amer Hwitat

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Jun 24, 2026, 4:29:40 AMJun 24
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Hello,
I have compiled a song from an article paper I've published, links at the end of this letter, I wanted people to visualize the dimensions of reality we live in, using CHatGPT, as a research companion, I have put a framework of my own perception of reality, based on math, physics, and information theories.
related links:


https://www.dailymotion.com/partner/x4o1je0/media/video

Abstract

I was thinking about the dimensions for a long time, for me, as an individual that learns and experiment through perception of visualization of problems and trying to solve, and reading through books, about how to solve problems, I started with computer science, I found it difficult at first, to get through my education history, of known science, like physics, mathematics, biology, geology, chemistry, and so on, again through my university education, reading about rough equations, and apply them through exercises, to come to a result, of a certain problem, and I came through my freshman year, relearning what I had to learn in school, but more elaborated, after learning theories of computations, and programming, I came to a result that everything we learn is connected, through rules of scientific facts, prediction, and history of things, like motion, collisions, energy, and so on.

I want to visualize all the formulas we learned, through the aid of computers, on my own, then this brough me to studying history of our known world, from Paleolithic (Old stone age) – 2.5 million years to 40,000 years from now, Epi-Paleolithic (Transition Stone age period) 40,000 years from now – 12,000 years from now , Neolithic (Modern Stone age) 12,000 – 6000 B.C , Chalcolithic (copper stone age) 6,000 B.C – 3500 B.C, Bronze age 3500 B.C – 1250 B.C, Iron age 1250 B.C – 333 B.C , then depending on regions, (Hellenistic - Greek) 333 B.C – 65 B.C, Roman 65 B.C – 324 A.D , Byzantine (Eastern Christian Roman) 324 A.D – 632 A.D, and so on.

Kindly look the Wikipedia for your region and History.

We find the scale of History is time, years, days, hours, minutes, and seconds, when we go further in Old history, the minutes, hours, and days, becomes so small values, that we can neglect in describing when the events happened, also Geology, has the same scale, but from thousands of years, counting becomes millions of years, so the ladder of Geology layers is scaled in Millions of years, and we give approximaty to describe when the event Occurred, like the meteorite that ended the Dinosaurs existence, and drove them to extent.

Through history we learned how to formulate natural sciences in easier concepts to understand, numbers, variables, relations, rules, which gave us the results to predict future events, geometry, and proportion, from characteristics, of things (Objects) we managed to learn about, and down-breaking relations, and observe the out-come.

So many ideas, and sciences emerged from accumulated experiences we had with the world as we know it.

Modern sciences take from each-other and come-up with new theories, math, physics, geology, history,..etc, each science has a scale to measure things, composite things would breakdown to the smallest units, we measure as a ladder base of measurement of the science we are interested to study, for example, math depends on numbers, which we discovered by counting objects that produced the Decimal notion we have as the smallest measurement to form complex relations of width, hight, and depth, which we gave it a scale in (French metric) meters, or (English) foot scale, not to expand more we have the idea that numbers counting things, we gave names to, and was used through history to describe distance and geometry, like a Roman mile, is 1486 Roman foot, so with the measurement scale we came to describe the geometry of landscape to form a science geography, for example.

For Physics for example, we learned some equations of dynamics, and electric, and magnetic, behavior, of Objects, formulated standards, and came-up with a science that solves lots of problems, so that we can apply on known behavior of objects, and their relations with each other, and Chemistry also follows that same, the scale was put in periodic table of elements, and smaller building blocks of matter (or Objects), Atoms, electrons, protons, neutrons, further breaking down, to Quarks, and different kinds of Quarks that makes the Atoms building blocks, behave, charge, energy, mass, geometry..etc

The scale is numbers, and precisely Decimal Scale of numbers, with basic rules like, addition, subtraction, multiplication, and division, into more standardized rules of Algebra, like matrices, variables, and more complex visualization of relations and functions, hence, integration, derivation.

Chemistry is involved of studying elements of matter through chemical reactions, and energy as input, or output, of certain elements with characteristics, that is made-up of the relations between Atoms, this gave us the knowledge of making solutions and compositions that have certain new characteristics.

Our collective memories, and experiences, formulated the standard rules of our world, for complex organics scale, we have scale of ingredients of complex atoms and elements structures that gives the shapes of molecular structure of certain elements or compositions, that makes the building blocks for organic material, so Physics, Chemistry and Biology, follow scales of elements, Geometry, from the relations of Charge, basic elements scale, and other characteristics, based on numbers scale to describe units of measurements.

Theories became building on facts and rules, which makes formulas, measured with more complex characteristics entities that became measurements, of powers, behaviors, and identities of things.

Other neglected variables in these standard formulas, had no effect because of their were small scale, and sometimes weren’t discovered yet.

These neglected variables, came into consideration, when we had to come out side of our world, and faced Anomalies in space for example, or for creating powers that depends on reactions of small building blocks of matter that results in a combined matter that releases heat or electricity from the reaction.

Through history, that is scaled by time, some ancient people used measurement tools, like cubits, for describing geometrical shapes, for example Noah’s Ark Dimensions in the Bible, Temples were aligned to stars, and scaled in different proportions, starting from human scale, to above human scale, decorations on facades, columns, became more sophisticated as math, of the ancients became precise, to calculate the mass, and volume, and powers of natural elements, and their sometimes direction.

Roman mile, and Roman foot, was a known scale during Roman period in some places that Roman Empire ruled, having Greek math knowledge passed to later generations, made it easy for the Romans to build big monuments, and Egyptians before that, people exchanged knowledge and experience, since the old days.

A roman street would have a Mile-stone each 1486 Roman foot, to mark a Roman mile, on the mile stone there is the name of the emperor that the route was paved and marked, for example, most Roman routes has Emperor Trajan’s name 106 A.D like (Via nova Trajana – the new road of Trajanus) in the middle-east, most of the Arch’s has the name of Hadrianus 133 A.D, each name has a story behind.

So we have 3 Dimensions in the Cubits of Noah’s Ark (Cubits are ancient Egyptian measurement of length), width, length, depth or Hight, plus if we add time, it becomes 4D.

The Observer which is an important thing in our model is perspective, and it’s the 5th Dimension as I see it, because our measures is dependent on Observation.

The big-bang theory, explains that universe blow up and expanded in all direction, giving more like a sphere shape, but through time, if we have a recorder that records the shape with time, it would be a conic shape with Direction, what started the universe is Quantum fluctuations, that expanded the super dense matter into all directions of the 3D, time was fast in the center, and slows down at the end frontiers of universe because the light slows down at the frontiers and would reverse motion and comeback to the origin, hence time, and speed of light is relative, according to relativity theory.

If the universe is expanding, it might revert back and collapse to its origin at some certain point of time, light will go back to it’s origin due to gravitational power that makes it flip back inside, photons that behave like particles and waves, might shrink our universe back to the place it started, big-bang light is beyond our universe, but for physicist they can see it, and some waves can be heard.

If the universe is expanding to infinity we would eventually perish and do not exist, and if it collapse on it-self world would be crushed and melted to dominant objects, like our sun, so it would fold on it-self.

String theory, depends on Quantum Physics, and shaping the things according to strings of behavior and direction on movement, it which gives geometry, faces, edges, lines... etc.

We use this method in CGI, and our 3D applications like Polygons constructed of Polygons that have four corner points, Nurbs that is made from splines (curves), and vertices, to form a shape your vertices in the 3D space to form the Edges, that connects and makes surfaces (Meshes – bump map-Normal map – Material), that connects and makes Object Geometry.

Movement with timeframe will make the Object move, glow, scale, skew... etc.

That’s a 4D

Lights would react to material to give color, shadows, if we apply rules of physics as a Macro-rule on the shape, they would collide, and react.

This application on physics and math, made us able to visualize and create, concept of things, VFX, and with the help of AI also we can generate Geometry too.

Things are being easier now to visualize, strings with directions, that follow parallel or intersected paths in the 3D, can formulate geometry in time, if they repeat the same pattern, with their relations and reactions to one another.

So we have 3D, 4D, and 5D, until now, in my comprehension of things.

I tried to go further with my imagination beyond and came with an article, about Multi-Dimensions, as Follows, but I would like to say that my model, has some anomalies and holes if you would like to say, and I propose for the reader to visualize more than to depend on rough math, or Physics formulas that have some neglected variables, it’s a Model to think, and scratch your head as a thinking machine.

Declaration of Interest

I have used ChatGPT as chatting device like a co-partner in research

Funder Statement

self-funded


It describes a rich philosophical and scientific concept called "Multidimensional Trees" — an 8-dimensional model of reality where:

  • Dimensions 1–3: Space (X, Y, Z)
  • Dimension 4: Time
  • Dimension 5: Perspective (the Observer)
  • Dimension 6: Light, Shadow & Material response
  • Dimension 7: Events (interactions between objects)
  • Dimension 8: Objects (entities with properties)

The document also weaves in themes of the Big Bang, String Theory, CGI/3D geometry, ancient history (Egyptian cubits, Roman roads), and quantum physics.

Here is the generated image based on your Multidimensional Trees document — a 2560×1440px conceptual scientific illustration visualizing all 8 dimensions of your model:


Layer


Dimension


Representation in the Image


Root


1–3 (X, Y, Z)


Glowing 3-axis coordinate grid emerging from the Quantum Singularity (Big Bang origin)


Ring 1


4 – Time


A horizontal timeline band showing Paleolithic → Egyptian → Roman → Medieval → Modern → Future


Ring 2


5 – Perspective/Observer


A photorealistic human eye at the center, with the spherical Earth horizon visible


Ring 3


6 – Light & Material


Prismatic light rays, prisms, crystals showing reflection, refraction, absorption, and emission


Ring 4


7 – Events


Particle collisions, chemical reactions, gravitational interactions, electromagnetic waves


Canopy


8 – Objects


Quarks, atoms, molecules, planets, galaxies, and 3D polygon mesh structures

The right side features key physics equations (Einstein Field Equation, Schrödinger Equation, Planck-Einstein Relation, Heisenberg Uncertainty) as a nod to the mathematical foundations discussed in your writing.

I was thinking about the dimensions for a long time, for me, as an individual that learns and experiment through perception of visualization of problems and trying to solve, and reading through books, about how to solve problems, I started with computer science, I found it difficult at first, to get through my education history, of known science, like physics, mathematics, biology, geology, chemistry, and so on, again through my university education, reading about rough equations, and apply them through exercises, to come to a result, of a certain problem, and I came through my freshman year, relearning what I had to learn in school, but more elaborated, after learning theories of computations, and programming, I came to a result that everything we learn is connected, through rules of scientific facts, prediction, and history of things, like motion, collisions, energy, and so on.

I want to visualize all the formulas we learned, through the aid of computers, on my own, then this brough me to studying history of our known world, from Paleolithic (Old stone age) – 2.5 million years to 40,000 years from now, Epi-Paleolithic (Transition Stone age period) 40,000 years from now – 12,000 years from now , Neolithic (Modern Stone age) 12,000 – 6000 B.C , Chalcolithic (copper stone age) 6,000 B.C – 3500 B.C, Bronze age 3500 B.C – 1250 B.C, Iron age 1250 B.C – 333 B.C , then depending on regions, (Hellenistic - Greek) 333 B.C – 65 B.C, Roman 65 B.C – 324 A.D , Byzantine (Eastern Christian Roman) 324 A.D – 632 A.D, and so on.

Kindly look the Wikipedia for your region and History.

We find the scale of History is time, years, days, hours, minutes, and seconds, when we go further in Old history, the minutes, hours, and days, becomes so small values, that we can neglect in describing when the events happened, also Geology, has the same scale, but from thousands of years, counting becomes millions of years, so the ladder of Geology layers is scaled in Millions of years, and we give approximaty to describe when the event Occurred, like the meteorite that ended the Dinosaurs existence, and drove them to extent.

Through history we learned how to formulate natural sciences in easier concepts to understand, numbers, variables, relations, rules, which gave us the results to predict future events, geometry, and proportion, from characteristics, of things (Objects) we managed to learn about, and down-breaking relations, and observe the out-come.

So many ideas, and sciences emerged from accumulated experiences we had with the world as we know it.

Modern sciences take from each-other and come-up with new theories, math, physics, geology, history,..etc, each science has a scale to measure things, composite things would breakdown to the smallest units, we measure as a ladder base of measurement of the science we are interested to study, for example, math depends on numbers, which we discovered by counting objects that produced the Decimal notion we have as the smallest measurement to form complex relations of width, hight, and depth, which we gave it a scale in (French metric) meters, or (English) foot scale, not to expand more we have the idea that numbers counting things, we gave names to, and was used through history to describe distance and geometry, like a Roman mile, is 1486 Roman foot, so with the measurement scale we came to describe the geometry of landscape to form a science geography, for example.

For Physics for example, we learned some equations of dynamics, and electric, and magnetic, behavior, of Objects, formulated standards, and came-up with a science that solves lots of problems, so that we can apply on known behavior of objects, and their relations with each other, and Chemistry also follows that same, the scale was put in periodic table of elements, and smaller building blocks of matter (or Objects), Atoms, electrons, protons, neutrons, further breaking down, to Quarks, and different kinds of Quarks that makes the Atoms building blocks, behave, charge, energy, mass, geometry..etc

The scale is numbers, and precisely Decimal Scale of numbers, with basic rules like, addition, subtraction, multiplication, and division, into more standardized rules of Algebra, like matrices, variables, and more complex visualization of relations and functions, hence, integration, derivation.

Chemistry is involved of studying elements of matter through chemical reactions, and energy as input, or output, of certain elements with characteristics, that is made-up of the relations between Atoms, this gave us the knowledge of making solutions and compositions that have certain new characteristics.

Our collective memories, and experiences, formulated the standard rules of our world, for complex organics scale, we have scale of ingredients of complex atoms and elements structures that gives the shapes of molecular structure of certain elements or compositions, that makes the building blocks for organic material, so Physics, Chemistry and Biology, follow scales of elements, Geometry, from the relations of Charge, basic elements scale, and other characteristics, based on numbers scale to describe units of measurements.

Theories became building on facts and rules, which makes formulas, measured with more complex characteristics entities that became measurements, of powers, behaviors, and identities of things.

Other neglected variables in these standard formulas, had no effect because of their were small scale, and sometimes weren’t discovered yet.

These neglected variables, came into consideration, when we had to come out side of our world, and faced Anomalies in space for example, or for creating powers that depends on reactions of small building blocks of matter that results in a combined matter that releases heat or electricity from the reaction.

Through history, that is scaled by time, some ancient people used measurement tools, like cubits, for describing geometrical shapes, for example Noah’s Ark Dimensions in the Bible, Temples were aligned to stars, and scaled in different proportions, starting from human scale, to above human scale, decorations on facades, columns, became more sophisticated as math, of the ancients became precise, to calculate the mass, and volume, and powers of natural elements, and their sometimes direction.

Roman mile, and Roman foot, was a known scale during Roman period in some places that Roman Empire ruled, having Greek math knowledge passed to later generations, made it easy for the Romans to build big monuments, and Egyptians before that, people exchanged knowledge and experience, since the old days.

A roman street would have a Mile-stone each 1486 Roman foot, to mark a Roman mile, on the mile stone there is the name of the emperor that the route was paved and marked, for example, most Roman routes has Emperor Trajan’s name 106 A.D like (Via nova Trajana – the new road of Trajanus) in the middle-east, most of the Arch’s has the name of Hadrianus 133 A.D, each name has a story behind.

So we have 3 Dimensions in the Cubits of Noah’s Ark (Cubits are ancient Egyptian measurement of length), width, length, depth or Hight, plus if we add time, it becomes 4D.

The Observer which is an important thing in our model is perspective, and it’s the 5th Dimension as I see it, because our measures is dependent on Observation.

The big-bang theory, explains that universe blow up and expanded in all direction, giving more like a sphere shape, but through time, if we have a recorder that records the shape with time, it would be a conic shape with Direction, what started the universe is Quantum fluctuations, that expanded the super dense matter into all directions of the 3D, time was fast in the center, and slows down at the end frontiers of universe because the light slows down at the frontiers and would reverse motion and comeback to the origin, hence time, and speed of light is relative, according to relativity theory.

If the universe is expanding, it might revert back and collapse to its origin at some certain point of time, light will go back to it’s origin due to gravitational power that makes it flip back inside, photons that behave like particles and waves, might shrink our universe back to the place it started, big-bang light is beyond our universe, but for physicist they can see it, and some waves can be heard.

If the universe is expanding to infinity we would eventually perish and do not exist, and if it collapse on it-self world would be crushed and melted to dominant objects, like our sun, so it would fold on it-self.

String theory, depends on Quantum Physics, and shaping the things according to strings of behavior and direction on movement, it which gives geometry, faces, edges, lines... etc.

We use this method in CGI, and our 3D applications like Polygons constructed of Polygons that have four corner points, Nurbs that is made from splines (curves), and vertices, to form a shape your vertices in the 3D space to form the Edges, that connects and makes surfaces (Meshes – bump map-Normal map – Material), that connects and makes Object Geometry.

Movement with timeframe will make the Object move, glow, scale, skew... etc.

That’s a 4D

Lights would react to material to give color, shadows, if we apply rules of physics as a Macro-rule on the shape, they would collide, and react.

This application on physics and math, made us able to visualize and create, concept of things, VFX, and with the help of AI also we can generate Geometry too.

Things are being easier now to visualize, strings with directions, that follow parallel or intersected paths in the 3D, can formulate geometry in time, if they repeat the same pattern, with their relations and reactions to one another.

So we have 3D, 4D, and 5D, until now, in my comprehension of things.

I tried to go further with my imagination beyond and came with an article, about Multi-Dimensions, as Follows, but I would like to say that my model, has some anomalies and holes if you would like to say, and I propose for the reader to visualize more than to depend on rough math, or Physics formulas that have some neglected variables, it’s a Model to think, and scratch your head as a thinking machine.

Here is a simplified and easy-to-digest summary of the document’s main ideas about “dimensions,” reality, cognition, and matter.

Simplified Overview of the Multidimensional Model

The document proposes a speculative framework where reality is described not only through physical dimensions (space and time), but also through perception, information, meaning, agency, and consciousness.

It combines ideas from:

  • Physics
  • AI and neural networks
  • Tensor mathematics
  • Information theory
  • Cognitive science
  • Philosophy

The model is not presented as established physics, but as a conceptual framework for thinking about reality computationally and experientially.

Core Idea

Reality is treated as a high-dimensional system.

Instead of saying:

“Objects exist in 3D space”

the document suggests:

“Objects exist as states inside many interacting dimensions.”

These dimensions include:

  • space
  • time
  • perspective
  • information
  • meaning
  • consciousness
  • imagination
  • uncertainty
  • agency

The First 14 Dimensions

The document defines 14 foundational dimensions.

Physical Dimensions


Dimension


Meaning


D1


Width (X)


D2


Height (Y)


D3


Depth (Z)


D4


Time

These define ordinary spacetime.

Perception & Interaction


Dimension


Meaning


D5


Perspective / observer viewpoint


D6


Energy / light


D7


Events / interactions

These explain how reality changes and how observers experience it.

Objects & Materiality


Dimension


Meaning


D8


Object identity


D9


Material properties

Objects are treated as stable informational structures rather than isolated “things.”

Information & Probability


Dimension


Meaning


D10


Information


D11


Uncertainty / probability

At this level the model begins resembling:

  • quantum mechanics
  • information theory
  • AI systems

Higher Cognitive Dimensions


Dimension


Meaning


D12


Agency


D13


Meaning


D14


Conscious integration

This is where the model becomes observer-inclusive.

The document describes D14 as a “closure point” because the system can now model itself.

What Happens Beyond 14 Dimensions?

After D14, dimensions become “meta-dimensional.”

They no longer describe reality itself, but ways of interpreting or modeling reality.

Higher Meta-Dimensions


Dimension


Concept


D15


Self-modeling


D16


Imagination / alternate realities


D17


Multiple observers


D18


Variable laws of physics


D19


Limits of representation


D20


Infinite asymptotic reality

These are philosophical dimensions rather than physical ones.

Main Philosophical Claim

The document repeatedly argues:

Reality is not only physical.
It is informational, relational, perceptual, and observer-dependent.

This differs from conventional physics because:

  • consciousness is included
  • meaning is included
  • observers are part of the system

Relation to Physics

The model compares itself to:

String Theory

String theory:

  • explains fundamental particles
  • uses 10–11 dimensions
  • excludes meaning/consciousness

This model:

  • focuses on experience and cognition
  • treats dimensions semantically
  • extends beyond physical spacetime

Loop Quantum Gravity (LQG)

The document strongly connects to:

  • spin networks
  • graph structures
  • relational geometry

It proposes:

  • spacetime as a graph
  • matter as tensors
  • cognition as propagated information

Tensor and AI Framework

A major part of the document builds:

  • a tensor engine in C++
  • autograd systems
  • neural propagation
  • Einstein summation (einsum)

The idea is:

Reality behaves like a giant computation graph.

Matter becomes:

  • tensors
  • information states
  • interacting dimensions

rather than fixed solid objects.

Key Mathematical Idea: Einsum

The document treats Einstein summation as:

“The grammar of multidimensional reality.”

Example:

\mathrm{einsum}(\texttt{"abc,cd->ad"})

Meaning:

  • repeated dimensions interact
  • preserved dimensions remain observable

The model interprets this philosophically:

  • summing over time → memory collapse
  • summing over perspective → consensus reality
  • summing over meaning → abstraction

What Is Matter?

One of the deepest conclusions:

Matter is not fundamentally “solid stuff.”

The document argues modern physics increasingly sees matter as:

  • information
  • fields
  • interactions
  • probability structures

It identifies elementary particles as the lowest experimentally confirmed layer:

  • quarks
  • leptons
  • bosons

with no known internal structure.

Central Insight

The entire framework can be summarized as:

Reality is an evolving network of information, interactions, observers, and meaning.

Objects are:

  • persistent informational patterns
  • stabilized interactions
  • observer-relative structures

rather than isolated independent things.

Simplified Conceptual Stack

Space → Time → Perspective → Energy

→ Interaction → Objects → Information

→ Uncertainty → Agency → Meaning

→ Consciousness → Imagination

→ Self-modeling → Infinite abstraction

Overall Tone of the Document

The work sits between:

  • speculative physics
  • computational philosophy
  • AI theory
  • metaphysics
  • information theory

It is best understood as:

  • a conceptual modeling framework
  • a philosophical computational ontology
  • an imaginative multidimensional simulation architecture

rather than an experimentally verified physical theory.


https://app.steve.ai/video/P7WKJSRNZI749IEW

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6019857

https://www.globalscientificjournal.com/researchpaper/Multidimensions.pdf


On Thursday, 18 June 2026 at 23:59:25 UTC+3 abhi.us...@gmail.com wrote:

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