QSP-EF: Symbolic Intelligence Engine™
with PHCI, CSF-M, SIL/CME, and CSL modules extending forecasting, auditing, security, and interpretability capabilities
CIP/AI — Compliance Integrity Protocol for AI Systems
Real-time compliance monitoring and enforcement for AI systems. Detects policy violations, bias, harmful content, and regulatory non-compliance through semantic deviation scoring. Maintains tamper-evident audit trails with cryptographic integrity, enabling automated EU AI Act conformity assessment.
Cross-provider normalization ensures consistent enforcement across heterogeneous AI platforms.
Patent pending: USPTO 63/892,506
CIP-P — Predictive Compliance for AI Systems
CIP-P connects semantic drift with future regulatory breaches, providing advance warning through explainable early-warning alerts and recommended interventions.
Built for multi-regulatory compliance (EU AI Act, NIST AI RMF, ISO/IEC 42001, FedRAMP), it ensures consistent enforcement across heterogeneous AI models and platforms.
Patent pending: USPTO 63/897,763
PCIF-A: Predictive Code Integrity Framework for Autonomous AI Systems
PCIF-A introduces a predictive framework for AI-generated code integrity.
It detects replication anomalies, identifies survival-oriented behaviors,
and blocks deployment of self-replicating or unauthorized code fragments through
semantic contamination analysis and sandbox validation.
Patent pending: USPTO 63/906,067
QSP-EF: Quantum Semantic Prediction and Anticipatory Response Generation Framework
QSP-EF is an advanced forecasting system based on semantic deviation analysis and symbolic interpretation. Designed for strategic intelligence, dual-use innovation and cognitive security.
Patent pending: USPTO 19/231,235
DS/PI: Deviation Detection System for Predictive Intelligence
DS/PI extends the QSP-EF architecture with hierarchical O(√n) semantic search and bounded adaptive control mechanisms. It introduces latent signature detection and composite forecasting capabilities for anticipatory analysis across financial markets, critical infrastructure, strategic intelligence, and military domains, supporting both civilian and defense applications within a dual-use framework.
Patent pending: USPTO 63/897,595
PHCI: Heisenberg Contamination Interface
PHCI introduces a contamination-aware supervisory layer for semantic forecasting. It quantifies and controls measurement effects in AI systems, enabling safe probing, compliance auditing and resilient forecasting under interference.
Patent pending: USPTO 63/865,604
CSF-M: Collapse Forecasting System and Method
CSF‑M extends collapse‑based forecasting into a modular engine. It delivers adaptive, interpretable predictions across domains such as finance, defense and crisis response, supporting robustness and scalability.
Patent pending: USPTO 63/863,114
SIL/CME: Symbolic Intelligence Layer & Composite Metric Engine
SIL/CME provides a symbolic overlay and multi‑metric evaluation engine. It transforms raw embeddings into composite, explainable intelligence signals, enabling trustworthy, auditable AI decisions.
Patent pending: USPTO 63/865,645
CSL: Cognitive Security Layer
CSL introduces a cognitive firewall for semantic forecasting. It detects adversarial drift, blocks poisoning attempts, and tracks resilience metrics, ensuring secure and audit-ready forecasting pipelines.
Patent pending: USPTO 63/869,139
SEF — State Embedding Forecasting Layer for Defense and Intelligence
Extends QSP-EF architecture to non-semantic defense and intelligence domains: RF spectrum warfare, GNSS anti-spoofing, SIGINT/ELINT operations, and critical infrastructure protection. Multi-sensor manifold validation delivers predictive warnings with measurable performance advantages.
Patent pending: USPTO 63/906,855
SCOPE-V - Semantic Coherence Protocol
A next-generation AI assurance framework enabling observer-coupled validation of semantic coherence and trust calibration in forecasting systems.
Part of the Project 47™ patent family, extending the QSP-EF architecture for explainable and auditable AI performance across domains.
Patent pending: USPTO 63/902,338
Questions?
For institutional inquiries regarding the QSP-EF system and Project 47, please use the following contact: contact@project47.ai
Project 47™ and Symbolic Intelligence Engine™ are trademarks used in association with the QSP-EF system.
Patent pending (USPTO) — QSP-EF System with core as U.S. Application No. 19/231,235, filed June 6 2025, together with ten related filings: CFS-M (63/863,114), PHCI (63/865,604), SIL/CME (63/865,645), CSL (63/869,139), CIP/AI (63/892,506), CIP-P (63/897,763), DS/PI (63/897,595), SCOPE-V (63/902,338), PCIF-A (63/906,067) and SEF (63/906,855)
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