Wilson John Sterking LAURET

Chercheur indépendant spécialisé en comportement des foules et dynamiques collectives, avec un focus sur la stabilité endogène, la gouvernabilité et les transitions irréversibles dans les systèmes complexes.
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Présentation

Independent researcher specializing in crowd behavior and collective dynamics, with a focus on endogenous stability, governability, and irreversible transitions in complex systems. Author of the Crowd-Based Dynamics (CBD) framework, including its foundational laws, formal mathematical structures, and diagnostic regimes.

Research activity spans collective psychodynamics, entropic and mimetic failure modes, and reasoning architectures for Artificial Intelligence, including the formalization of RAG–RES–CBD interactions. Work is characterized by a strong emphasis on theoretical closure, epistemic rigor, and non-normative governance models.

Research Areas :

Crowd-Based Dynamics (CBD); Collective behavior and mimetic processes; Endogenous governability and irreversible transitions; Entropic overload and saturation phenomena; Non-saturated mimetic rigidification; AI reasoning architectures and stability; RAG–RES–CBD formal modeling; Topological and geometric approaches to collective dynamics; Thresholds of irreversibility and systemic collapse

Core Contributions :

Reasoning in Artificial Intelligence and RAG–RES–CBD Formal analysis of Reasoning-Augmented Generation (RAG) and Response Alignment Generation (RES) architectures as collective cognitive processes. Integration of RAG and RES within the extended CBD framework. Study of mimetic reinforcement, entropic overload, and loss of governability phenomena in large-scale AI systems. Contribution to the formalization of an endogenously constrained AI (ECA) focused on diagnosis and stability.

Crowd-Based Dynamics (CBD) Framework : Formalization of CBD as a closed theoretical framework for collective dynamics. Definition of foundational laws governing accumulation, saturation, and reversibility. Development of a unified structure linking psychodynamics, temporal governability, and structural thresholds.

Foundational Laws and Limits : Law of Mimetic Saturation Law of Conditional Reversibility Informational Tipping Law Temporal Governability Law Sterking Limit and Universal Stability Limit

These laws collectively describe the conditions under which collective systems remain governable or enter irreversible regimes.

Key Theoretical Developments Entropic Regime • Formalization of the entropic bug as a loss of governability caused by exogenous overload. • Correct identification of the small parameter ε(t)=K(t)/∣RES−RAG∣. • Strict separation between local analytical approximation (DL) and global irreversible rupture. • Preservation of the Sterking threshold (~2.14) as a global inequality, not an equality.

Non-Saturated Mimetic Regime • Formalization of the non-saturated mimetic bug as a silent, progressive loss of governability. • Introduction and rigorous definition of the effective variety observable Ω(t). • Canonical criterion : Ω˙(t)<0 avec M˙(t)>0 et Dr​≈0 • Demonstration that stability and performance may persist while plasticity collapses.

AI Reasoning and RAG–RES–CBD Modeling Formal analysis of Reasoning-Augmented Generation (RAG) and Response Alignment Generation (RES) as collective cognitive processes. Integration of RAG–RES dynamics into the CBD framework. Study of AI stability, mimetic reinforcement, and entropic overload in large-scale reasoning systems. Contribution to the theory of endogenously constrained AI (ECA).

Mathematical and Conceptual Tools : Wasserstein geometry and optimal transport Gradient flows in probability spaces Topological quotient constructions (TCFQ) Diagrammatic categorical representations Differential and global regime separation Diagnostic metrics vs. foundational laws

Publications and Manuscripts (Zenodo-HAL-OpenAIRE-Academia) https://orcid.org/0009-0004-7889-6641 Crowd-Based Dynamics (CBD) — Core Framework and Foundational Definitions The Informational Tipping Law (Pure CBD) Temporal Governability Law Formal Framework of Collective Psychodynamics and Mimetic Thresholds The Sterking Limit, Stability, and Governance Beyond Generative AI: The Science of Endogenous Stability Definitive Formalization of the Entropic Regime (Doc 1) Formalization of the Non-Saturated Mimetic Bug (Doc 2)

Research Positioning : Independent, non-institutional research. No normative optimization or exogenous control models. Emphasis on diagnosis, structural understanding, and epistemic closure. Framework designed to be theoretically closed and operationally open.


Compétences

Independent researcher specializing in crowd behavior and collective dynamics, with a focus on endogenous stability, governability, and irreversible transitions in complex systems.

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Publications

Epistemic Safeguards and Conditions of Use for Closed Collective Frameworks (CBD)

Wilson John Sterking Lauret
Autre publication scientifique hal-05494311 v1

Limits of Governability in Collective Artificial Intelligence Systems

Wilson John Sterking Lauret
Autre publication scientifique hal-05494386 v1

Applied Perspectives on Endogenous Governability

Wilson John Sterking Lauret
Autre publication scientifique hal-05492775 v1

Endogenously-Constrained AI Toward Structurally Stable and Auditable Artificial Intelligence

Wilson John Sterking Lauret
Autre publication scientifique hal-05483143 v1

Collective Dynamics and Complex Social Systems

Wilson John Sterking Lauret
Autre publication scientifique hal-05494216 v1

Crowd-Based Dynamics (CBD): Architectural Synthesis and Exhaustive Compendium of Foundational Laws

Wilson John Sterking Lauret
Autre publication scientifique hal-05500297 v1

Collective Tipping Points: Transitions, Thresholds, and Loss of Governability in Crowd-Based Dynamics

Wilson John Sterking Lauret
Autre publication scientifique hal-05492781 v1

Universal Dynamic Convergence Formula for the Probabilistic Prediction of the AMOC Tipping Point (UCD-AMOC)

Wilson John Sterking Lauret
Autre publication scientifique hal-05483156 v1

Collective Dynamics and Financial Systems

Wilson John Sterking Lauret
Autre publication scientifique hal-05493875 v1

THE LAW OF MIMETIC SATURATION_B

Wilson John Sterking Lauret
Autre publication scientifique hal-05483160 v1

Collective Dynamics and State Governance

Wilson John Sterking Lauret
Autre publication scientifique hal-05494020 v1

B_Endogenously-Constrained AI (ECA) and Crowd-Based Dynamics (CBD)

Wilson John Sterking Lauret
Autre publication scientifique hal-05483118 v1

Epistemic Status of Tipping in Meridional Overturning Systems

Wilson John Sterking Lauret
Autre publication scientifique hal-05494761 v1