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Corrupted by Algorithms? How AI-generated and Human-written Advice Shape (Dis)honesty

Human-Computer Interaction 2023-01-06 v1 General Economics Economics

Abstract

Artificial Intelligence (AI) increasingly becomes an indispensable advisor. New ethical concerns arise if AI persuades people to behave dishonestly. In an experiment, we study how AI advice (generated by a Natural-Language-Processing algorithm) affects (dis)honesty, compare it to equivalent human advice, and test whether transparency about advice source matters. We find that dishonesty-promoting advice increases dishonesty, whereas honesty-promoting advice does not increase honesty. This is the case for both AI- and human advice. Algorithmic transparency, a commonly proposed policy to mitigate AI risks, does not affect behaviour. The findings mark the first steps towards managing AI advice responsibly.

Keywords

Cite

@article{arxiv.2301.01954,
  title  = {Corrupted by Algorithms? How AI-generated and Human-written Advice Shape (Dis)honesty},
  author = {Margarita Leib and Nils Köbis and Rainer Michael Rilke and Marloes Hagens and Bernd Irlenbusch},
  journal= {arXiv preprint arXiv:2301.01954},
  year   = {2023}
}

Comments

* shared first-authorship This is an updated version of the pre-print arXiv:2102.07536 with a new data set

R2 v1 2026-06-28T08:03:27.703Z