Aristotle Quantum Intelligence

The Universal Frame Model Applications Update

New Cognitive Architecture operationalized from Universal Frame Model (UFM) Foundations

The UFM AURA Substrate is an adaptive cognitive system developed from the Universal Frame Model. 

UFM AURA is not an enhancement of conventional AI systems. It establishes a new category of architecture in which intelligence arises from structured processes internal to the system — rather than from external pattern training.

Technology applications:

  • All cognitive systems derived from UFM principles and the UFM & UFM AURA Substrate filings.

This update does not describe enabling implementation details, algorithmic structures, or trade-secret mechanisms. The internal operation of UFM AURA remains legally protected and is not made public at this time.. 

The Universal Frame Model (UFM), The UFM AURA Substrate and its associated algorithmic, computational, systems engineering, and applied modeling methodologies are currently protected under filed provisional patent applications. This document serves as an official public disclosure under U.S. and international patent law, establishing prior art for UFM and its described applications. As of this date, these methods, formulations, computational paradigms, and engineering applications are made publicly available to ensure recognition and protection of their originality and priority. This disclosure prevents any future claims of exclusive patent rights over the publicly disclosed aspects of UFM and its applications and establishes a legal barrier against subsequent filings that attempt to patent these concepts.

June 26, 2025, 8 PM (Pacific Standard Time).

Los Angeles, California.

For strategic partnerships, licensing opportunities, or research inquiries, please contact info@aqi.life

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New Directions in Fundamental Physics and Computation

NOTE: This is an updated version of the original public disclosure dated March 18, 2025. No substantive technical additions have been made.

We are pleased to present a conceptual and computational framework formulated to offer new insights into key aspects of physics, computational science, and large-scale systems modeling.

Our framework, The Universal Frame Model (UFM) – is based on first principles, reconceptualizes time as part of a generative process for emergent behavior in complex systems across scales, with potential implications for:

  • Physics: insights into how structure and evolution manifest across quantum mechanics and general relativity.
  • Computational Models & Engineering Innovation: A new class of algorithms for predictive modeling, engineering optimization, and large-scale simulation. 

UFM has undergone detailed mathematical development, extensive simulation, and empirical testing against real-world datasets, including quantum system outputs, gravitational wave observations, and large-scale cosmological survey data. The findings provide potential enhancements in predictive frameworks, technological applications, and other advancements across domains.

Intellectual Property & Prior Art

The underlying theoretical framework, validation tests, and applied inventions have been documented, timestamped, and protected through formal intellectual property filings. These filings cover a wide range of scientific, computational, and technological innovations to support recognition of the originality and ensure a clear record of priority and predate the original and this updated disclosure. A copy of the original public disclosure dated March 18, 2025 has been archived to further reinforce comprehensive prior art.

As development continues, further details will be disclosed through extended validations, product deployments and strategic partnerships.

For inquiries related to research collaborations or technology partnerships, please contact info@aqi.life

The Universal Frame Model (UFM) and its associated algorithmic, computational, systems engineering, and applied modeling methodologies are currently protected under filed provisional patent applications. This document serves as an official public disclosure under U.S. and international patent law, establishing prior art for UFM and its described applications. As of this date, these methods, formulations, computational paradigms, and engineering applications are made publicly available to ensure recognition and protection of their originality and priority. This disclosure prevents any future claims of exclusive patent rights over the publicly disclosed aspects of UFM and its applications and establishes a legal barrier against subsequent filings that attempt to patent these concepts.

 

March 18, 2025, 12:55 AM (Pacific Standard Time).

Los Angeles, California.