Input-Supported Population Regulation of an Attractor Registry: Formation, Pruning, and a Two-Factor Substrate Boundary in an Online Cognitive Runtime

Early-stage preprint (pre-factorial intervention). Reports two design-frozen lifecycle protocols showing that ADAM's attractor registry expands under structured exposure (29/30 seeds), contracts under starvation (29/30 seeds), and persists under continued support. A 16-family boundary map characterizes the substrate conditions for formation. All pruning in the tracked cohort was death-mediated. This version predates the mechanism intervention (decay × ecology factorial) and second-family replication reported in subsequent work.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-01
DOI
https://doi.org/10.5281/zenodo.21096286
Primary Topic
Neuroendocrine regulation and behavior
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Input-Supported Population Regulation of an Attractor Registry: Formation, Pruning, and a Two-Factor Substrate Boundary in an Online Cognitive Runtime

Yao‐Sheng Chen
Zenodo (CERN European Organization for Nuclear Research)
Neuroendocrine regulation and behavior
preprint

Input-Supported Population Regulation of an Attractor Registry: Formation, Pruning, and a Two-Factor Substrate Boundary in an Online Cognitive Runtime

Yao‐Sheng Chen
preprint en

Abstract

Early-stage preprint (pre-factorial intervention). Reports two design-frozen lifecycle protocols showing that ADAM's attractor registry expands under structured exposure (29/30 seeds), contracts under starvation (29/30 seeds), and persists under continued support. A 16-family boundary map characterizes the substrate conditions for formation. All pruning in the tracked cohort was death-mediated. This version predates the mechanism intervention (decay × ecology factorial) and second-family replication reported in subsequent work.

Zenodo (CERN European Organization for Nuclear Research)
Cognitive Research (United States) (US)
Responsible consumption and production
Neuroendocrine regulation and behavior
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.