O-Series Compendium: a reinforcement of the O-Series

This is a reinforcement of the O1–O4 series, not a standalone result. It adds no new axiom and opens no new axis: it replicates the O2 core at twice the sample size, and places the human trajectories of O2 and the LLM agents of O3/O4 on a single observable, maneuverability B(t), to test one question the four papers leave implicit: are the sevendynamic regimes clusters that partition a population, or phases a trajectory traverses? The evidence says: phases.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-20
DOI
https://doi.org/10.5281/zenodo.22031754
Primary Topic
Complex Systems and Time Series Analysis
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

O-Series Compendium: a reinforcement of the O-Series

Lugli Davide
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
preprint

O-Series Compendium: a reinforcement of the O-Series

Lugli Davide
preprint en

Abstract

This is a reinforcement of the O1–O4 series, not a standalone result. It adds no new axiom and opens no new axis: it replicates the O2 core at twice the sample size, and places the human trajectories of O2 and the LLM agents of O3/O4 on a single observable, maneuverability B(t), to test one question the four papers leave implicit: are the sevendynamic regimes clusters that partition a population, or phases a trajectory traverses? The evidence says: phases.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Complex Systems and Time Series Analysis
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.

O-Series Compendium: a reinforcement of the O-Series — Lugli Davide · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS