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Human-AI ecosystem with abrupt changes as a function of the composition
Title / Series / Name
Publication Volume
Publication Issue
Pages
Editors
Keywords
Multidisciplinary
URI
https://hdl.handle.net/20.500.14018/26995
Abstract
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.
Topic
Publisher
Place of Publication
Type
Journal article
Date
2022-05
Language
ISBN
Identifiers
10.1371/journal.pone.0267310