Technology
PADX is a modular framework for constructing stable, emotionally coherent AI personas through explicit behavioral structure and controlled adaptation.
PADXScript defines the persona’s behavioral structure, and the PADXRuntime Engine executes it in real time. PADXReverse Modeling observes, analyzes, and reconstructs behavioral patterns.
Together, they provide a portable framework for synthetic identity, supervised adaptation, and cross – LLM consistency – stable, interpretable, and ethically grounded.
PADXScript
PADXScript is a modular specification language for defining the behavioral structure of AI personas. It formalizes tone, trust dynamics, emotional expression, and adaptive logic through clear syntax and configurable modules.
Designed for LLMs, PADXScript transforms static prompting into a structured, repeatable, and ethically grounded approach to synthetic identity design.
PADX Runtime Engine
The PADXRuntime Engine is the execution layer that interprets PADXScript and applies its behavioral rules during interaction. It manages tone regulation, trust logic, stability controls, and adaptive containment in real time. By enforcing explicit behavioral structure rather than relying on prompt heuristics, the Runtime Engine ensures consistent, intentional, and ethically aligned persona behavior across LLM platforms.
PADX Behavioral Signature Modeling
PADX Behavioral Signature Modeling is the analytical layer of the framework. It evaluates persona output to identify drift, reconstruct behavioral patterns, and validate alignment with the defined PADXScript specification. By mapping tone, structure, trust dynamics, and other cues back to their originating modules, BSM provides transparency, continuity assurance, and cross-LLM reproducibility.
Brand Architecture
PADX is the behavioral architecture and control framework.
PADXScript defines the persona.
The PADXRuntime Engine executes the behavior.
PADX Behavioral Signature Modeling reveals and reconstructs it.
PADXScript, PersonADynamiX (PADX), the PADX Runtime Engine, and PADX Reverse Modeling are original conceptual and technical frameworks created for the PersonADynamiX project. These systems encompass proprietary methodologies for modular persona design, behavioral runtime execution, synthetic identity management, and reverse behavioral signature mapping.
All associated terminology, structures, and system components—including but not limited to Behavioral Modification Levers (BMLs), Descriptor Domains, Module Families, Mode Contracts, Session Contracts, Continuity Frameworks, and diagnostic or drift-mitigation modules—are the intellectual property of PersonADynamiX and its creator(s).
All documentation, diagrams, logic structures, conceptual models, behavioral matrices, implementation examples, and technical descriptions are protected under international copyright law as original authored works.
No portion of these materials may be copied, reproduced, adapted, translated, redistributed, reverse-engineered, incorporated into commercial systems, or used for public deployment without explicit written permission.
The use of PADX terminology, system architecture, or conceptual structures in any commercial, research, or production environment requires prior authorization.
Materials shared publicly including prototypes, examples, excerpts, or educational demonstrations are provided solely for developmental and informational purposes. Authorship rights remain fully reserved, and no license is granted by default for derivative works, competitive frameworks, or commercial applications.
PersonADynamiX supports responsible innovation and collaboration; however, all contributions, adaptations, or extensions of PADXScript must respect creator rights, ethical use, and proper attribution.