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.

Identifiants chercheurs

IdHAL :

lwjs

ORCID :

0009-0004-7889-6641

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–CBDFormal 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 SaturationLaw of Conditional ReversibilityInformational Tipping LawTemporal Governability LawSterking Limit and Universal Stability Limit

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

Key Theoretical DevelopmentsEntropic 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)&lt;0 avec M˙(t)&gt;0 et Dr​≈0•	Demonstration that stability and performance may persist while plasticity collapses.

AI Reasoning and RAG–RES–CBD ModelingFormal 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 transportGradient flows in probability spacesTopological quotient constructions (TCFQ)Diagrammatic categorical representationsDifferential and global regime separationDiagnostic metrics vs. foundational laws

Publications and Manuscripts (Zenodo-HAL-OpenAIRE-Academia)https://orcid.org/0009-0004-7889-6641Crowd-Based Dynamics (CBD) — Core Framework and Foundational DefinitionsThe Informational Tipping Law (Pure CBD)Temporal Governability LawFormal Framework of Collective Psychodynamics and Mimetic ThresholdsThe Sterking Limit, Stability, and GovernanceBeyond Generative AI: The Science of Endogenous StabilityDefinitive 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.

Publications

Autre publication scientifique (26)

B_Endogenously-Constrained AI (ECA) and Crowd-Based Dynamics (CBD) Wilson John Sterking Lauret 2026, ⟨10.5281/ZENODO.18409030⟩ Autre publication scientifique hal-05483118v1
Epistemic Status of Tipping in Meridional Overturning Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18493231⟩ Autre publication scientifique hal-05494761v1
Limits of Governability in Collective Artificial Intelligence Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18491577⟩ Autre publication scientifique hal-05494386v1
Epistemic Safeguards and Conditions of Use for Closed Collective Frameworks (CBD) Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18490884⟩ Autre publication scientifique hal-05494311v1
Applied Perspectives on Endogenous Governability Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18465431⟩ Autre publication scientifique hal-05492775v1
Endogenously-Constrained AI Toward Structurally Stable and Auditable Artificial Intelligence Wilson John Sterking Lauret 2026, ⟨10.5281/ZENODO.18376895⟩ Autre publication scientifique hal-05483143v1
VI — Mathematical Foundations, Empirical Operationalization, and Computational Implementation of Crowd-Based Dynamics (CBD): A Formal Framework for Endogenous Stability and Regime Dynamics Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18936353⟩ Autre publication scientifique hal-05545390v1
Collective Dynamics and Financial Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18486223⟩ Autre publication scientifique hal-05493875v1
Universal Dynamic Convergence Formula for the Probabilistic Prediction of the AMOC Tipping Point (UCD-AMOC) Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18382885⟩ Autre publication scientifique hal-05483156v1
Collective Tipping Points: Transitions, Thresholds, and Loss of Governability in Crowd-Based Dynamics Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18448321⟩ Autre publication scientifique hal-05492781v1
B_ Mimetic Conjuncture of Supply and Demand: A Crowd-Based Dynamics Interpretation of Financial Market Regimes Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18907295⟩ Autre publication scientifique hal-05541840v1
CBD-RAG-RES: Toward a Structural Framework for Endogenous Stability and Governability in Complex Adaptive Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18888911⟩ Autre publication scientifique hal-05540024v1
IV_ The Observer, Realizability, and the Psychodynamic Dynamics of Reality A CBD–UCQ Framework for Collective Stabilization and Observable Structures Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19378785⟩ Autre publication scientifique hal-05576733v1
V_ Unified Cosmology–Quantum Framework (UCQ): A Structural Model of Observability and Reality Formation Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19379249⟩ Autre publication scientifique hal-05576738v1
III_ Toward a Structural Method for the Inference of Invisible Phenomena Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18981987⟩ Autre publication scientifique hal-05549086v1
Collective Dynamics and Complex Social Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18490114⟩ Autre publication scientifique hal-05494216v1
Crowd-Based Dynamics (CBD): Architectural Synthesis and Exhaustive Compendium of Foundational Laws Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18540571⟩ Autre publication scientifique hal-05500297v1
F1_ Crowd-Based Dynamics (CBD) in Financial Systems Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18843547⟩ Autre publication scientifique hal-05533867v1
E_Dialogic Dynamics, Mimetic Entropy, and Governability (RAG-RES) Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19059202⟩ Autre publication scientifique hal-05555226v1
UCQ — Canonical Equations and Formal Addendum _ A Closed Unification Framework for Relativity–Quantum Consistency Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18887281⟩ Autre publication scientifique hal-05539678v1
THE LAW OF MIMETIC SATURATION_B Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18377021⟩ Autre publication scientifique hal-05483160v1
D_Applied RAG-RES Operational Framework Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19059169⟩ Autre publication scientifique hal-05555225v1
IX_ Rigorous Mathematical Formalization of the Unified Theorem_CBD_RAG_RES Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19059024⟩ Autre publication scientifique hal-05555224v1
II_ Cosmological-Quantum Unification Formula (UCQ): A Unified Framework for Quantum Mechanics, Gravitation, and Cosmological Dynamics Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18981584⟩ Autre publication scientifique hal-05549050v1
Collective Dynamics and State Governance Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.18487293⟩ Autre publication scientifique hal-05494020v1
C_ Unified Governability Framework for Human and Artificial Collective Systems (ECA) Wilson John Sterking Lauret 2026, ⟨10.5281/zenodo.19104493⟩ Autre publication scientifique hal-05558757v1

Pré-publication, Document de travail (1)

A Foundational and Closed Framework for Collective Stability, Saturation, and Temporal Governability Wilson John Sterking Lauret 2026 Pré-publication, Document de travail hal-05492767v1