Interdependence Exposes The Limits of Classical Team Science

We have been developing the mathematics of interdependence theory for human-human, human-machine, human-AI and machine-machine teams. We provide a brief update on our progress and the challenges we face. This includes a brief review of the limits of classical team science from three perspectives. Then we discuss the value of interdependence in a team. We also discuss our future plans, including the value of interdependence to a society and to the development of future technology to advance the science of human-machine teams.

Authors

Publication Details

Journal
AHFE international
Published
2025-01-01
DOI
https://doi.org/10.54941/ahfe1006046
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Interdependence Exposes The Limits of Classical Team Science

William Lawless
AHFE international
Complex Systems and Decision Making
article

Interdependence Exposes The Limits of Classical Team Science

William Lawless
article en

Abstract

We have been developing the mathematics of interdependence theory for human-human, human-machine, human-AI and machine-machine teams. We provide a brief update on our progress and the challenges we face. This includes a brief review of the limits of classical team science from three perspectives. Then we discuss the value of interdependence in a team. We also discuss our future plans, including the value of interdependence to a society and to the development of future technology to advance the science of human-machine teams.

AHFE internationalVol. 163
Openalex Percentile: Top 82%
Complex Systems and Decision Making
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.

Interdependence Exposes The Limits of Classical Team Science — William Lawless · AHFE international (2025) | TGRS Research Map | TGRS