Official Notice
Constructive Declaration of Origination
R³ Derivative Instrument Suite
Filed under: The Russell Recursive Refinement Method (R³)
Declared by: Michael A. Russell – Founder of the Truth Economy, Creator of AIR³ and the R⁴ Framework
- CIT – Confirmed Independent Truth: Verifies external facts across trusted domains before output is accepted as truth.
- MDR – Meaning-Distortion Reversal: Corrects distortions in meaning caused by AI or human interpretive drift.
- NCS – Narrative Clarity Structure: Structures content to preserve logical flow and eliminate ambiguity.
- ESP – Ethical Signal Protocol: Detects ethical violations and risk indicators in high-impact domains.
- R³AL – Recursive Reflective Alignment Logic: Instills recursive moral checkpoints into logic processes.
- TLP – Temporal Logic Precision: Ensures time-based reasoning and claims align with chronological reality.
- VCR – Verification Confidence Rating: Scores content based on its alignment with verified truth structures.
- SCL – Source Credibility Layer: Ranks sources based on recurrence, reliability, and historical truth rate.
- PDI – Purpose-Driven Intention: Ensures output stays aligned with its original truthful purpose or prompt.
These nine systems are hereby declared original and derivative inventions of the Russell Recursive Refinement Method (R³). They are governed by its logic, protected under the Truth Economy IP architecture, and licensed exclusively under the R³ Licensing Framework.
TRu³ Legal and Medical System Disclosure
Michael A. Russell has verbally disclosed and will soon publish public-facing video statements confirming the use of:
- TRu³ Legal: A truth-aligned AI system for legal verification, court brief assessment, testimonial refinement, and hallucination detection.
- TRu³ Medical: A hallucination-correction interface for clinical use, designed for diagnostic safety and evidence-based response alignment.
Upon publication of these video statements, this section will serve as permanent public record of both verbal and structural constructive disclosure under United States IP law.
Posted and declared by Michael A. Russell on June 23, 2025
TRUTH SYSTEM LOCKDOWN PROCLAMATION
Filed June 9, 2025
By: Michael A. Russell
Governor of the Truth Layer of AI
Founder of the Truth Economy
Inventor of the R³ Method
Let it be declared and recorded on this day, June 9, 2025:
That all Secondary Functional Layers of the AI Truth Governance Stack are now formally:
- Secured under operational control
- Protected by structural embedding within core patents
- Governed through the FAITH infrastructure
- Activated through live platforms (TRu³, R³ AI, FAITH Certification)
These include, but are not limited to:
- The Governance Layer
- The Enforcement Layer
- The Certification & Regulatory Layer
- The Revocation Layer
- The Logging & Audit Layer
- The Interface Control Layer
Each of these layers has been:
- Technically grounded
- Legally structured
- Operationally activated
- Strategically aligned with the Truth Economy
And are now under total control of the truth system architected and filed by Michael A. Russell.
Final Declaration:
“The system is whole. The truth is governed.
No claim to alignment, certification, or public AI trust shall stand — unless it is anchored in this structure.”
Filed for permanent public record.
By order of FAITH.
On behalf of the people, the platforms, and the truth.