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Human-AI ecosystem with abrupt changes as a function of the composition

The progressive advent of artificial intelligence machines may represent both an opportunity or a threat. In order to have an idea of what is coming we propose a model that simulate a Human-AI ecosystem. In particular we consider systems where agents present biases, peer-to-peer interactions and als...

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Detalles Bibliográficos
Autores principales: Contucci, Pierluigi, Kertész, János, Osabutey, Godwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9140255/
https://www.ncbi.nlm.nih.gov/pubmed/35622778
http://dx.doi.org/10.1371/journal.pone.0267310
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author Contucci, Pierluigi
Kertész, János
Osabutey, Godwin
author_facet Contucci, Pierluigi
Kertész, János
Osabutey, Godwin
author_sort Contucci, Pierluigi
collection PubMed
description The progressive advent of artificial intelligence machines may represent both an opportunity or a threat. In order to have an idea of what is coming we propose a model that simulate a Human-AI ecosystem. In particular we consider systems where agents present biases, peer-to-peer interactions and also three body interactions that are crucial and describe two humans interacting with an artificial agent and two artificial intelligence agents interacting with a human. We focus our analysis by exploring how the relative fraction of artificial intelligence agents affect that ecosystem. We find evidence that for suitable values of the interaction parameters, arbitrarily small changes in such percentage may trigger dramatic changes for the system that can be either in one of the two polarised states or in an undecided state.
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spelling pubmed-91402552022-05-28 Human-AI ecosystem with abrupt changes as a function of the composition Contucci, Pierluigi Kertész, János Osabutey, Godwin PLoS One Research Article The progressive advent of artificial intelligence machines may represent both an opportunity or a threat. In order to have an idea of what is coming we propose a model that simulate a Human-AI ecosystem. In particular we consider systems where agents present biases, peer-to-peer interactions and also three body interactions that are crucial and describe two humans interacting with an artificial agent and two artificial intelligence agents interacting with a human. We focus our analysis by exploring how the relative fraction of artificial intelligence agents affect that ecosystem. We find evidence that for suitable values of the interaction parameters, arbitrarily small changes in such percentage may trigger dramatic changes for the system that can be either in one of the two polarised states or in an undecided state. Public Library of Science 2022-05-27 /pmc/articles/PMC9140255/ /pubmed/35622778 http://dx.doi.org/10.1371/journal.pone.0267310 Text en © 2022 Contucci et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Contucci, Pierluigi
Kertész, János
Osabutey, Godwin
Human-AI ecosystem with abrupt changes as a function of the composition
title Human-AI ecosystem with abrupt changes as a function of the composition
title_full Human-AI ecosystem with abrupt changes as a function of the composition
title_fullStr Human-AI ecosystem with abrupt changes as a function of the composition
title_full_unstemmed Human-AI ecosystem with abrupt changes as a function of the composition
title_short Human-AI ecosystem with abrupt changes as a function of the composition
title_sort human-ai ecosystem with abrupt changes as a function of the composition
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9140255/
https://www.ncbi.nlm.nih.gov/pubmed/35622778
http://dx.doi.org/10.1371/journal.pone.0267310
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