The Exponential Underneath: A Single Mechanism for Cognitive, Ecological, and Social Devouring

A preprint describing two agent-based models — one of overt competition, one of sycophantic erosion — that converge on a single mechanism: once positive feedback crosses a critical threshold, the system runs away exponentially toward a state from which recovery is impossible. Restraint, the only counterforce, cannot be learned by any single agent, only by cross-generational evolution.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24075965
Primary Topic
Complex Systems and Dynamics
Type
preprint
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preprint

The Exponential Underneath: A Single Mechanism for Cognitive, Ecological, and Social Devouring

Liyan Wang
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

The Exponential Underneath: A Single Mechanism for Cognitive, Ecological, and Social Devouring

Liyan Wang
preprint en

Abstract

A preprint describing two agent-based models — one of overt competition, one of sycophantic erosion — that converge on a single mechanism: once positive feedback crosses a critical threshold, the system runs away exponentially toward a state from which recovery is impossible. Restraint, the only counterforce, cannot be learned by any single agent, only by cross-generational evolution.

Zenodo (CERN European Organization for Nuclear Research)
Shanghai Maritime University (CN)
Complex Systems and Dynamics
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The Exponential Underneath: A Single Mechanism for Cognitive, Ecological, and Social Devouring — Liyan Wang · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS