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As dialogue agents become increasingly human-like in their performance, we must develop effective ways to describe their behaviour in high-level terms without falling into the trap of anthropomorphism. Here we foreground the concept of role play. Casting dialogue-agent behaviour in terms of role play allows us to draw on familiar folk psychological terms, without ascribing human characteristics to language models that they in fact lack. Two important cases of dialogue-agent behaviour are addressed this way, namely, (apparent) deception and (apparent) self-awareness. By casting large-language-model-based dialogue-agent behaviour in terms of role play, it is possible to describe dialogue-agent behaviour such as (apparent) deception and (apparent) self-awareness without misleadingly ascribing human characteristics to the models.

United statesNew yorkEnd of the worldPrentice hallAssociation for computational linguisticsAssociation for computing machineryInternational conference on learning representationsLesswrong online forumNew york timesFindings of the association for computational linguisticsComputational linguisticsArtificial intelligenceCognitive scienceWrong online forumComputing machineryCalifornia press