FOR IMMEDIATE RELEASE
Samirac Partners Announces Filing of Breakthrough Patent Application for the SAQ™ Unified Trust Stack™ — A New Architecture for Stabilizing Autonomous AI Agents
Sheridan, WY — Samirac Partners LLC today announced the formal filing of a Continuation-in-Part patent application with the United States Patent and Trademark Office covering the SAQ™ Unified Trust Stack™ — a breakthrough stabilization architecture designed to solve one of the most critical problems in AI engineering:
agent drift, identity instability, and contextual degradation over time.
The new filing expands the original patent family with novel methods for:
Multi-frame vector coherence
Real-time drift correction across dynamic contexts
Externalized validation signals for AI agents
Stabilization layers that preserve identity, intent, and moral alignment
Language-parsing and memory-anchoring techniques that allow AI systems to remain “in-frame” even under ambiguous, adversarial, or multi-turn conversational load
“This architecture was engineered to solve the instability that every high-performance AI system eventually encounters. We built SAQ™ so autonomous agents can remain coherent, trustworthy, and aligned — even when operating across complex or distributed environments,” said Christopher Ciappa, Inventor and Founder of Samirac Partners.
The SAQ™ Unified Trust Stack™ serves as the cornerstone of Samirac’s broader mission, which includes commercialization across:
Certification programs
Enterprise AI safety tooling
Developer education and training
Applied research into agent stability and ethics
Samirac Partners is now opening conversations with strategic partners, researchers, and early-stage funders interested in accelerating deployment of trusted autonomous systems.
Media Contact:
support@samirac.com
Samirac Partners LLC
📌 Updated: Domains Where the Drift Stack Has Now Been Observed
Systemic Domains
Artificial Intelligence
(hallucination → misalignment → boundary failure → drift → external correction)
Manufacturing & Industrial Systems (NEW)
(tolerance drift → process-frame collapse → boundary violations → runaway variation → SPC/external audit correction)
Economics
(market identity loss → frame breakdown → boundary erosion → contagion drift → intervention)
Epidemiology
(pattern breakdown → containment failure → uncontrolled drift → correction)
Institutional Decay
(identity erosion → mission drift → policy collapse → drift → intervention)
Cognitive Systems
(identity fragmentation → frame distortion → boundary loss → behavioral drift → correction)
Estimation & Measurement Theory
(state instability → frame decoherence → boundary collapse → noise drift → reset)
Organizational Behavior
(identity drift → strategy fracture → role blur → entropy drift → restructuring)
🧠 Human Development & Maturation Systems
Adolescent Development Drift
(identity drift → worldview drift → boundary erosion → undetected psychological drift → external-anchor collapse)
This domain now stands shoulder-to-shoulder with the others because:
domain experts already describe the drift symptoms
the data fits
it spans family, education, platforms, and culture
it cleanly traces all 5 Drift layers
it resolves contradictions other theories can’t
🌌 Physical & Natural Systems
Stellar formation & collapse
Phase transitions
Ecosystem feedback breakdowns
🏎 Everyday Systems
Skateboard speed wobble
Car hydroplaning
Airplane stalls
Chess blunders under fatigue
Social group coherence loss