MXD-COGN: A Theory of Mixed-Domain, Mixed-Depth Cognition is the foundational reference for coherence engineering and deformation-controlled inference in complex systems. This work is not a conventional academic textbook, nor is it a software manual. It is a formal, graph-native theory of how inference executes, deforms, stabilizes, and fails across heterogeneous domains and depths of abstraction.
At its core, MXD-COGN introduces a mathematical language for treating inference as a first-class dynamical object. Systems are modeled as executable graphs governed by order parameters, deformation fields, and coherence constraints rather than isolated equations or static optimization targets. This perspective enables rigorous reasoning about stability, metastability, collapse, and early warning in systems that evolve over time, adapt to stress, and span physical, computational, and organizational layers.
The theory is intentionally domain-agnostic. It applies equally to RF and microwave systems, cyber-physical control architectures, artificial intelligence, socio-technical organizations, and large-scale engineered infrastructures. By unifying these domains under a shared inference geometry, MXD-COGN provides a stable foundation for analyzing systems that cannot be adequately described by classical control, linear stability, or isolated simulation alone.
Cogn-Tex™: A Theoretical Processing Design Kit
MXD-COGN functions as what Maxdi Inc. designates Cogn-Tex™—a theoretical processing design kit for inference and coherence. In the same way that a semiconductor PDK defines design rules, constraints, and interfaces for physical fabrication, Cogn-Tex™ defines the mathematical structures, invariants, and execution semantics required to reason about inference under deformation.
Cogn-Tex™ enables engineers, researchers, and institutions to encode systems into formal inference graphs, evaluate coherence margins, reason about deformation envelopes, and predict failure modes before collapse occurs. While the theory itself is fully specified in this text, its value compounds when paired with internal tools, simulation engines, or large language models capable of operating within the MXD-COGN framework.
This deliberate openness is not a loss of intellectual property; it is the foundation of it. By publishing the canonical theory, Maxdi Inc. establishes the reference standard upon which certified tools, execution engines, and institutional practices can be built.
Scope and Intent
MXD-COGN is written for advanced practitioners: researchers, system architects, and organizations confronting the limits of traditional modeling and control. It is not designed as an introductory survey or a tutorial series. Instead, it provides a closed, internally consistent theoretical framework intended to be cited, extended, and operationalized through companion platforms and certified implementations.
The book concludes at the level of theory. Questions of execution platforms, software engines, certification workflows, and deployment practices are intentionally treated as out-of-scope here and are addressed through separate products and services offered by Maxdi Inc.
In publishing MXD-COGN, Maxdi Inc. releases the mathematical foundation of coherence engineering while retaining the ability to deliver value through execution, certification, and institutional enablement. This text is the reference point from which all MXD-COGN-compliant systems derive legitimacy.
Pricing and Access
MXD-COGN is offered under an institutional access model, reflecting its role as a foundational theory and processing design kit (Cogn-Tex™) rather than a conventional retail textbook.
Institutional License (Primary Offering)
Institutions—including universities, research laboratories, defense organizations, and corporate R&D groups—may license MXD-COGN for internal research, teaching, and architectural development.
Institutional Access Fee:
USD $2,500 per year
Includes:
Full digital access to MXD-COGN: A Theory of Mixed-Domain, Mixed-Depth Cognition
Internal institutional use for research and instruction
Eligibility for MXD-COGN–aligned tooling, certification, and execution platforms
This model ensures that MXD-COGN remains a stable, authoritative reference while enabling institutions to build compliant systems and curricula on top of the theory.
Individual Researchers and Enterprise Access
Individual researchers, independent scholars, and commercial enterprises seeking direct access or broader usage rights should contact Maxdi Inc. to discuss appropriate licensing and enablement options.
📧 Contact: tex@cognitave.com
Enterprise engagements may include:
Pricing for these engagements is determined based on scope, scale, and intended application.
MXD-COGN: A Theory of Mixed-Domain, Mixed-Depth Cognition is the foundational reference for coherence engineering and deformation-controlled inference in complex systems. This work is not a conventional academic textbook, nor is it a software manual. It is a formal, graph-native theory of how inference executes, deforms, stabilizes, and fails across heterogeneous domains and depths of abstraction.
At its core, MXD-COGN introduces a mathematical language for treating inference as a first-class dynamical object. Systems are modeled as executable graphs governed by order parameters, deformation fields, and coherence constraints rather than isolated equations or static optimization targets. This perspective enables rigorous reasoning about stability, metastability, collapse, and early warning in systems that evolve over time, adapt to stress, and span physical, computational, and organizational layers.
The theory is intentionally domain-agnostic. It applies equally to RF and microwave systems, cyber-physical control architectures, artificial intelligence, socio-technical organizations, and large-scale engineered infrastructures. By unifying these domains under a shared inference geometry, MXD-COGN provides a stable foundation for analyzing systems that cannot be adequately described by classical control, linear stability, or isolated simulation alone.
Cogn-Tex™: A Theoretical Processing Design Kit
MXD-COGN functions as what Maxdi Inc. designates Cogn-Tex™—a theoretical processing design kit for inference and coherence. In the same way that a semiconductor PDK defines design rules, constraints, and interfaces for physical fabrication, Cogn-Tex™ defines the mathematical structures, invariants, and execution semantics required to reason about inference under deformation.
Cogn-Tex™ enables engineers, researchers, and institutions to encode systems into formal inference graphs, evaluate coherence margins, reason about deformation envelopes, and predict failure modes before collapse occurs. While the theory itself is fully specified in this text, its value compounds when paired with internal tools, simulation engines, or large language models capable of operating within the MXD-COGN framework.
This deliberate openness is not a loss of intellectual property; it is the foundation of it. By publishing the canonical theory, Maxdi Inc. establishes the reference standard upon which certified tools, execution engines, and institutional practices can be built.
Scope and Intent
MXD-COGN is written for advanced practitioners: researchers, system architects, and organizations confronting the limits of traditional modeling and control. It is not designed as an introductory survey or a tutorial series. Instead, it provides a closed, internally consistent theoretical framework intended to be cited, extended, and operationalized through companion platforms and certified implementations.
The book concludes at the level of theory. Questions of execution platforms, software engines, certification workflows, and deployment practices are intentionally treated as out-of-scope here and are addressed through separate products and services offered by Maxdi Inc.
In publishing MXD-COGN, Maxdi Inc. releases the mathematical foundation of coherence engineering while retaining the ability to deliver value through execution, certification, and institutional enablement. This text is the reference point from which all MXD-COGN-compliant systems derive legitimacy.
Pricing and Access
MXD-COGN is offered under an institutional access model, reflecting its role as a foundational theory and processing design kit (Cogn-Tex™) rather than a conventional retail textbook.
Institutional License (Primary Offering)
Institutions—including universities, research laboratories, defense organizations, and corporate R&D groups—may license MXD-COGN for internal research, teaching, and architectural development.
Institutional Access Fee:
USD $2,500 per year
Includes:
Full digital access to MXD-COGN: A Theory of Mixed-Domain, Mixed-Depth Cognition
Internal institutional use for research and instruction
Eligibility for MXD-COGN–aligned tooling, certification, and execution platforms
This model ensures that MXD-COGN remains a stable, authoritative reference while enabling institutions to build compliant systems and curricula on top of the theory.
Individual Researchers and Enterprise Access
Individual researchers, independent scholars, and commercial enterprises seeking direct access or broader usage rights should contact Maxdi Inc. to discuss appropriate licensing and enablement options.
📧 Contact: tex@cognitave.com
Enterprise engagements may include:
Pricing for these engagements is determined based on scope, scale, and intended application.
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