The future of advertising campaigns: The role of AI-generated images in advertising creative

Justin Matthews, Daniel Fastnedge, Angelique Nairn
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Abstract

Computational creativity is a growing component of new artificial intelligence (AI) technologies that allow a machine to render creative constructs such as music, text and images. A rapidly growing area of computational creativity is AI text-to-image engines capable of producing realistic imagery that can now meet the standard of human quality outputs. DALL-E 2, built by OpenAI, is a leader in the field and offers commercial access to AI-produced images. To understand the impact of engines such as DALL-E 2 on advertising agencies and their creative workflows, we conducted a series of focus groups with Aotearoa, New Zealand-based advertising agencies exploring creative practitioners’ considerations on the capability of the DALL-E 2 text-to-image technology. An existing Volkswagen advertising campaign called ‘Small but Ferocious’ that used ‘blended’ animals as a visual metaphor for their economical yet powerful ‘TSI’ engines was expanded in a ‘faux’ continuation of the campaign. Four new images produced by DALL-E 2 were presented to creatives attending the focus groups. Participants were then asked about these new creative-AI assets concerning image quality, creative production and collaborative models. A thematic analysis of the comments from the focus groups was conducted and elicited three themes: aesthetics, creative practice and human vs. machine. Participants’ responses revealed that they were both excited and concerned about DALL-E 2’s capability in image production, its effect on creative workflows and the role of the human vs. machine in generating creative outputs. The result was a clear sense of inevitability for how creative roles will change as computational creativity systems, such as DALL-E 2, advance and are adopted into agency workflows.
广告活动的未来:人工智能生成图像在广告创意中的作用
计算创造力是新的人工智能(AI)技术的一个日益增长的组成部分,它允许机器呈现音乐、文本和图像等创造性结构。一个快速发展的计算创造力领域是人工智能文本到图像引擎,它能够产生逼真的图像,现在可以达到人类质量输出的标准。由OpenAI构建的dall - e2是该领域的领导者,并为人工智能生成的图像提供商业访问。为了了解dall - e2等引擎对广告公司及其创意工作流程的影响,我们与新西兰奥特罗亚的广告公司进行了一系列焦点小组讨论,探讨创意从业者对dall - e2文字转图像技术能力的考虑。大众此前曾有一个名为“小而凶猛”的广告宣传活动,用“混合”动物作为其经济而强大的“TSI”发动机的视觉隐喻,在广告宣传活动的“虚假”延续中扩大了规模。由DALL-E - 2制作的四幅新图像呈现给参加焦点小组的创意人士。然后,参与者被问及有关图像质量、创意制作和协作模型的这些新的创意人工智能资产。对焦点小组的评论进行了主题分析,并引出了三个主题:美学,创造性实践和人与机器。参与者的反应显示,他们既兴奋又担心dall - e2在图像制作方面的能力,它对创意工作流程的影响,以及人与机器在产生创意输出方面的作用。结果是,随着计算创造力系统(如dall - e2)的发展并被采用到机构工作流程中,创造性角色将如何发生变化,这是一种明确的必然性。
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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