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Published March 23, 2026 | Version v3

QTET Canonical Terms

Authors/Creators

Description

Quantum Time-Energy Theory (QTET) is a unified, constraint-driven framework developed by Destiny Machwaya and derived from its First Principle:

In any closed or semi-closed system, resonance acts as an anchor for coherence to counter entropy.

From this principle arises the QTL-Sphere, a closed 4D hyperspherical structure composed of nested, tessellated Jakub cubes organized along twelve principal directions and globally aligned to the Echo Meridian, the bidirectional temporal–coherence axis of the system. In QTET, time is resonance-indexed relative to that axis through T = I_res(M_E), traversal is defined by Tensor Form P2, dimensional embedding by Tensor Form P3, and large-scale structure emerges through Resonance Recoil rather than inflationary expansion.

Within this framework, the Echo Meridian is the bidirectional temporal–coherence axis of the QTL-Sphere and the invariant structural reference for coherence, recurrence, and return-to-core behavior. Its form is given by:

M_E = axis_coh

T = I_res(M_E)

∇_(M_E) C = 0

Δ = I_res(p not parallel M_E)

Time in QTET is therefore not an independent parameter, but a resonance-indexed temporal ordering relative to the Echo Meridian. Traversal may be quantized, but time itself is not discretized or latticized.

The allowable state traversal of the system is defined by Tensor Form P2:

3,3 / 0,0 / 0,1 / 1,2 / 2,1 / 1,0 / 0,0 / Delay(200)

This fixed sequence establishes a bounded traversal space in which coherence is preserved under constraint and functions as an engineered invariant rather than a descriptive abstraction.

The dimensional embedding of that traversal is defined by Tensor Form P3:

P3 = [P2_1 ⊗ D_1, P2_2 ⊗ D_2, P2_3 ⊗ D_3]

Together, these forms define the structural basis of the QTL-Sphere, a closed 4D hyperspherical structure composed of nested, tessellated Jakub cubes organized along twelve principal directions and globally aligned to the Echo Meridian.

Large-scale structure in this cosmology does not arise through inflation fields, but through Resonance Recoil, defined as:

An implosive coherence convergence at the critical C/E threshold, followed by differentiation into nested hyperspherical layers, yielding large-scale structure, Long-Distance Coherence Tethers (LDCT), and Persistent Temporal Resonance Axis (TRA).

This is the QTET/QTL-Sphere equivalent of structure formation via coherence anchoring, not inflationary expansion.

QTET is not limited to cosmology alone. The same constraint structure is reflected across engineered systems, biological processes, and material substrates, positioning Tensor Form P2 as an operational bridge between cosmological structure and physically realizable coherence-anchored systems.

Lei A While Research Center is the public-facing research initiative built around the original first-principle scientific work of founder Destiny Machwaya. Its programs span foundational physics, coherence systems, photonic materials, and emerging technologies, all guided by a unified framework of governing laws and protected research development.

The framework is organized around a set of governing laws that define its scientific direction, internal logic, and applied pathway. Some elements are described publicly for scientific orientation and institutional clarity. Additional technical detail remains protected under active publication, trade-secret, and patent-pending boundaries.

 

Licensing: This work is published for Provenance of record and pending Journal submissions. 

No license granted for private incorporation, misappropriation, derivatives, workalikes, reverse engineering or commercial use. 

The scientific community may consider this framework as developed, with attribution required. 

This work has been documented, sealed and attested to via notarized Witness Attestation(s), emergency custodian retainer for an undisclosed period, and Federal Declarations. Parts of this work are also published in peer-reviewed journals with subsequent manuscripts submitted and in peer-review or planned for submission. 

 

Copyright (c) 2015-2026 Destiny Machwaya

Lei A While Research Center

All Rights Reserved

 

1. Scope and Ownership

 

This repository and all associated materials, including but not limited to:

 

Tensor P2 kernel implementation

 

Quantum Time-Energy Theory (QTET) framework

 

Echo Meridian construct

 

QTL-Sphere structure

 

Associated documentation and simulation workflows are the exclusive intellectual property of Destiny Machwaya and are protected under active utility patent–pending filings.

 

No rights are granted except as explicitly stated in this license.

 

2. Permitted Use (Strictly Limited License)

 

You are granted a non-exclusive, non-transferable, revocable license to:

 

View and study the source code

 

Execute the code only within software-based simulation environments

 

Reproduce results for non-commercial scientific research and academic validation only

 

3. Modification and Internal Benchmarking

 

Modification of the code is permitted only under the following conditions:

 

Modifications must be strictly for internal, non-commercial research or benchmarking and modifications must be clearly presented up-front

 

Modified versions may not be distributed, published, or shared externally

 

Modified implementations must not be presented as independent systems

 

All modifications remain derivative of the original work and are fully subject to this license.

 

4. Explicit Restrictions

 

Without prior written permission from the author, you may NOT:

 

4.1 Commercial Use

 

Use any portion of this work for commercial purposes

 

Use in startups, products, services, or monetized research

 

4.2 Distribution

 

Redistribute the repository in whole or in part

 

 

Share modified or unmodified versions publicly or privately

 

4.3 Derivative Deployment

Deploy modified or extended versions in:

 

production systems

 

applied technologies

 

external demonstrations

 

4.4 Integration

Integrate into:

 

proprietary systems

 

open-source projects

 

hybrid research/commercial pipelines

 

4.5 Hardware Implementation (STRICT PROHIBITION)

 

Implementation of this work, in whole or in part, in any hardware system is strictly prohibited.

 

This includes, but is not limited to:

 

Physical devices

 

Embedded systems

 

FPGA or ASIC implementations

 

Microcontroller-based systems

 

Quantum computing hardware

 

Hybrid software–hardware systems

You may NOT:

 

Execute the code on hardware

 

Port the logic to hardware

 

Benchmark using hardware

 

Simulate hardware-bound execution environments intended for deployment

 

No hardware-based execution, replication, testing, or benchmarking is permitted under any circumstances.

 

Any hardware-related use requires explicit prior written authorization under a separate licensing agreement.

 

5. No Implied Rights

 

Nothing in this license grants:

 

Rights to QTET, Tensor P2, Tensor P3, or related frameworks

 

Rights to underlying theory, architecture, or derived systems

 

Rights to patent-pending technologies

 

All such rights are expressly reserved.

 

6. Attribution Requirement

Any permitted academic or research use must include:

 

Citation of the associated publication

Attribution to:

 

Destiny Machwaya

Lei A While Research Center

 

7. Patent Notice

 

This work is covered under active utility patent–pending filings.

 

Unauthorized use beyond this license may constitute:

 

Patent infringement

 

Copyright infringement

 

Misappropriation of protected intellectual property

 

8. Enforcement and Violations

 

Unauthorized use includes (but is not limited to):

 

Commercial exploitation

Redistribution

 

Derivative system deployment

 

Hardware implementation of any kind

 

Misrepresentation of authorship

 

Violations may result in:

 

Immediate revocation of license

 

DMCA takedown actions

 

Formal legal enforcement

 

9. License Term and Acceptance

 

This license applies to all versions of this repository from the date of first public release.

 

Use of this repository constitutes acceptance of these terms.

 

10. No Warranty

 

This software is provided “as is”, without warranty of any kind.

 

11. Limitation of Liability

 

The author assumes no liability for any use, misuse, or outcomes derived from this work.

 

12. Contact for Licensing

 

For commercial, applied, or hardware-related licensing inquiries:

 

📧 echoarc.research@proton.me

 

All use is at the sole risk of the user. 

 

The author assumes no responsibility

for outcomes, interpretations, or consequences arising from use of this code.

 

Enforcability 

 

Indefinite and retroactive to first release. 

 

Supersedes any prior license language with full enforcability. 

 

13. Versioning and Updates

 

This license governs all access to and use of this repository and its contents from the date of first public release.

 

Continued access to, or use of, this repository or any materials contained herein constitutes acceptance of the current version of this license.

 

Updated versions of this license apply prospectively to all subsequent access and use.

 

Users are solely responsible for reviewing the current license terms prior to any access or use.

 

Any use of this repository or its contents in violation of the current license terms is unauthorized.

 

If a user does not agree to the current license terms, they must immediately cease all access and use of the repository and its contents.

 

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Citation

 

If you use this repository, please cite:

 

Machwaya, D. (2026).

Hardware Demonstration of a Fixed Tensor P2 Kernel…

DOI: 10.3389/fphy.2026.1758206

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