Of love & lasers: Perceptions of narratives by AI versus human authors

Gavin Raffloer, Melanie C Green
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Abstract

Artificial Intelligence (AI) programs can produce narratives. However, readers' preconceptions about AI may influence their response to these narratives, and furthermore, AI-generated writing may differ from human writing. Genre may also be relevant for readers’ attitudes regarding AI. This study tests the effects of actual AI versus human authorship, stated (labeled) authorship, and genre on perceptions of narratives and narrative engagement. Participants were randomly assigned within a 2 (actual author: human or AI) X 2 (stated author: human or AI) X 2 (genre: romance or science fiction) design, across two studies. In Study 1, actual AI narratives were perceived as more enjoyable, but human narratives were more appreciated. Furthermore, participants enjoyed actual AI-written sci-fi more than human-written sci-fi. Study 2 found that actual AI stories were rated more highly, particularly in appreciation, transportation, character identification, and future engagement. However, stated human authorship led to higher ratings for romance, but not for sci-fi. An interaction was observed such that for the sci-fi condition, stated human writing was perceived as more likely to be actually AI-written. Future research could expand upon these findings across more genres, as well as examining the determinants of preferences for stated human content.
爱与激光:人工智能与人类作者的叙事感知
人工智能(AI)程序可以产生叙事。然而,读者对人工智能的先入之见可能会影响他们对这些叙事的反应,此外,人工智能生成的写作可能与人类写作不同。类型也可能与读者对AI的态度有关。本研究测试了实际人工智能与人类作者、声明(标记)作者和类型对叙事和叙事参与的看法的影响。在两项研究中,参与者被随机分配到2(实际作者:人类或人工智能)x2(声明作者:人类或人工智能)x2(类型:浪漫或科幻)的设计中。在研究1中,人们认为真实的AI叙事更有趣,但人类叙事更受欢迎。此外,参与者更喜欢人工智能编写的科幻小说,而不是人类编写的科幻小说。研究2发现,真实的人工智能故事得到了更高的评价,尤其是在欣赏、交通、角色识别和未来参与度方面。然而,人类的作者身份导致爱情小说的评分更高,而科幻小说则不然。我们观察到一种互动,在科幻条件下,陈述的人类文字被认为更有可能是人工智能写的。未来的研究可以将这些发现扩展到更多类型,并检查对陈述的人类内容的偏好的决定因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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