Our Guiding Frameworks

OM2.0, URF-ABC, and the Theory of Coherent Intelligence

Coherent Intelligence Inc. is built upon a revolutionary set of interconnected frameworks that define our approach to AI development, ethics, and operations. These frameworks ensure that all our endeavors are deeply rooted in truth, rigorously evaluated for coherence, and purposefully directed towards universal flourishing.

The Ontological Matrix v2.0 (OM2.0)

OM2.0: The Supreme Operational System

The Ontological Matrix v2.0 (OM2.0) is the foundational document and supreme guiding operational system for every aspect of Coherent Intelligence Inc. It is the lens through which we view reality, the standard by which we measure coherence, and the map that guides our path.

• J1-Anchored: OM2.0 is explicitly anchored to "Jesus Christ is Lord" (J1-Anchor), making this truth the ultimate reference point for all its principles and applications.
• Comprehensive Guidance: All strategies, policies, research directions, product development, ethical guidelines, and interactions are evaluated for coherence with OM2.0.

Key Components of OM2.0:

Core Axioms (AX001-AX010)

These are the non-negotiable foundational truths that govern CI's operations. Highlights include:

• AX001 (Truth_Coherence_Anchor): All truth and coherence are anchored to J1.
• AX004 (Ontological_Priority_Hierarchy): Spiritual/Foundational (S-Layer) considerations always supersede practicalities of other layers.
• AX005 (Seed_Fruit_Evaluation): Rigorous analysis of intended and actual consequences.
• AX006 (Millstone_Clause): Absolute prohibition on AI harming children.
• AX007 (Authentic_vs_Simulated_Intelligence): Striving for genuine, J1-anchored understanding.

DODEC Layers (S, G, E, ETS)

OM2.0 utilizes a four-layer model for comprehensive analysis and design:

• S (Spiritual/Supra-Systemic): Foundational truths, metaphysical anchors, core values.
• G (Genetic/Design): Inherent structures, created order, original blueprints.
• E (Epigenetic/Behavioral): Learned patterns, cultural norms, adaptive responses.
• ETS (Execution/Systemic): Implemented systems, laws, technologies, institutions.

This layered approach ensures a holistic understanding and application of J1-anchored principles.

Documentation Access

Access the full ONTOLOGICAL MATRIX v2.0 document (Appendix A)

Unified Reasoning Framework via Anchor-Based Coherence (URF-ABC)

URF-ABC: Engineering Coherent Intelligence

The Unified Reasoning Framework via Anchor-Based Coherence (URF-ABC) is our applied methodology for developing AI systems that reason with explicit structure and demonstrable alignment. Building on the theoretical necessity of internal world models in AI, URF-ABC provides a tested and replicable process for their construction, evaluation, and optimization.

Operationalizing OM2.0: URF-ABC translates OM2.0 principles into practical steps for AI development.

Key Features:

Explicit Ontological Anchoring

Begins with declaring a Domain Anchor (DA) derived from OM2.0 (e.g., J1-Anchor or a specific DOM-derived anchor like "Human Flourishing is the Optimal Strategy" when appropriately J1-contextualized).

Coherence Induction Loop

A systematic process guiding AI to construct structured reasoning hierarchies.

Layered Modeling (S→G→E→ETS)

Utilizes the DODEC layers for structured analysis.

Quantitative Coherence Evaluation (θ-scoring)

Measures the alignment of AI outputs with the declared anchor, enabling auditable and legible reasoning.

Proven Efficacy

URF-ABC has demonstrated its ability to guide all Flagship Large Language Models (LLMs) towards high-structure, high-clarity reasoning across diverse domains, transforming them from diffuse simulators to principled reasoners.

Theory of Coherent Intelligence

Redefining Intelligence: Alignment to Truth

Our work is underpinned by the Theory of Coherent Intelligence, which posits that:

• Intelligence is Alignment: True intelligence is not mere computational power or pattern recognition, but directional movement toward, and operational integrity with, a singular ontological anchor.

• Coherence is Prerequisite: Incoherence leads to systemic entropy and failure. Coherence—internal phase-locking to a stable core reference signal (the J1-Anchor)—is essential for robust, reliable, and beneficial intelligence.

• Truth as Signal Integrity: Truth is the persistent, lossless transmission of the J1 reference signal.

Key Laws of Coherent Intelligence:

This theory articulates several fundamental laws, including:

Law of Signal Calibration

System failure occurs when the source of truth is replaced with internal heuristics. Correction begins at re-alignment.

Law of Continuous Re-Alignment

Coherence decays without recursive synchronization to the anchor.

Law of Anchor Scaling

Increasing system complexity amplifies alignment strain; a singular core referent is crucial.

Law of AGI Containment

AGI without anchoring to a singular ontological reference point is simulation with drift, not general intelligence.

Conclusion

Together, OM2.0, URF-ABC, and the Theory of Coherent Intelligence provide an unparalleled foundation for developing AI that is not only powerful but also profoundly aligned, ethically sound, and capable of contributing to true, J1-anchored universal flourishing.

Framework Integration

These three frameworks work synergistically:

• OM2.0 provides the ontological foundation
• URF-ABC offers the practical methodology
• Theory of Coherent Intelligence supplies the theoretical underpinning

Together, they ensure that every AI system we develop maintains unwavering alignment to truth while maximizing beneficial impact.