Artificial Creativity: Augmenting Human Professionals

Authors

  • Roland Mihai Impuscatu Universitatea din Bucuresti, FJSC

Keywords:

Generative Artificial Intelligence Artificial Creativity AI as tool Advertising Campaigns

Abstract

Abstract: This study examines the impact of artificial intelligence (AI) and generative artificial intelligence (GAI) on the advertising industry, with a particular focus on how these technologies are transforming creative processes. AI and AGI offer new opportunities for predicting consumer behavior and generating innovative content, thereby optimizing both the efficiency and costs associated with advertising campaigns. The study explores the applicability of AI and GAI I in various stages of an advertising campaign, from the initial concept to the evaluation of the impact on the target audience. It also discusses the challenges and limited creativity of GAI compared to human creativity, while emphasizing its role in augmenting work processes. The study suggests that the integration of AI and GAI in advertising has considerable potential to reshape the creative landscape, but requires careful collaboration between technologists and practitioners to fully realize the benefits.

References

*** (2017). When it comes to advertising effectiveness, what is key?. Nielsen. Received from

https://www.nielsen.com/insights/2017/when-it-comes-to-advertising-effectiveness-what-is-key/.

*** (2020). Moldy Whopper. D&AD. Received from

https://www.dandad.org/awards/professional/2020/231822/moldy-whopper/.

*** (2020, July 1). DeepDream: How Alexander Mordvintsev Excavated the Computer’s Hidden

Layers. The MIT Press. Received from https://thereader.mitpress.mit.edu/deepdream-how-alexandermordvintsev-

excavated-the-computers-hidden-layers/.

*** (2023). The Cannes Lions Official Wrap-up Report. Cannes Lions. Received from

https://info.canneslions.com/the-cannes-lions-2023-official-wrap-up-report/.

*** (2024). A/B Testing. Meta. Received from

https://www.facebook.com/business/help/1738164643098669?id=445653312788501.

*** (2024). Agency sizes, structures, departments and salaries. The Institute of Practitioners in

Advertising. Received from https://ipa.co.uk/knowledge/careers-in-advertising/agency-sizesstructures-

departments-and-salaries.

*** (2024). Hello GPT-4o. OpenAI. Received from https://openai.com/index/hello-gpt-4o/.

*** (2024). Web Quick Start. Midjourney. Received from https://docs.midjourney.com/docs/webquick-

start.

Adamopoulou, E. & Moussiades, L. (2020). Chatbots: History, technology, and applications. Machine

Learning with Applications, 2.

Banker, S. & Khetani, S. (2019). Algorithm overdependence: How the use of algorithmic

recommendation systems can increase risks to consumer well-being. Journal of Public Policy &

Marketing, 38(4), 500-515.

Boden, M. A. (1998). Creativity and artificial intelligence. Artificial Intelligence, 103(1-2), 347-356.

Boden, M. A. (2004). The creative mind. Routlege.

Burke, J. (2023). Assessing different types of generative AI applications. TechTarget. Received from

https://www.techtarget.com/searchenterpriseai/tip/Assessing-different-types-of-generative-AIapplications.

Chakrabarty, T., Laban, P., Agarwal, D., Mureșan, S., & Wu, C.-S. (2023). Art or artifice? Large

Language Models and the false promise of creativity. CHI ‘24: Proceedings of the CHI Conference on

Human Factors in Computing Systems, pp. 1-34. Association for Computing Machinery.

Charlton, E. (2018). Here’s how vulnerable to automation your job is. World Economic Forum.

Received from https://www.weforum.org/agenda/2018/08/here-s-how-vulnerable-to-automation-yourjob-

is/.

Chen, G., Xie, P., Dong, J., & Wang, T. (2019). Understanding Programmatic Creative: The Role of

AI. Journal of Advertising, 48(4), 347-355.

Chow, A. R. (2023). How ChatGPT Managed to Grow Faster Than TikTok or Instagram. Time.

Received from https://time.com/6253615/chat-gpt-fastest-growing/.

Colby, K. M., Hilf, F. D., Weber, S., & Kraemer, H. C. (1972). Turing-like indistinguishability tests

for the validation of a computer simulation of paranoid processes. Artificial Intelligence, 3, 199-221.

Cropley, D. (2023). Is artificial intelligence more creative than humans? ChatGPT and the divergent

association task. Learning Letters, 2, 13.

Diehl, T. (2024). A.I. Art That’s More Than a Gimmick? Meet AARON. The New York Times. Received

from https://www.nytimes.com/2024/02/15/arts/design/aaron-ai-whitney.html.

Doshi, A. R. & Hauser, O. (2023). Generative artificial intelligence enhances creativity but reduces the

diversity of novel content. Science Advances, 10(28).

Draycott, R. (2024). Rethink shares secret sauce behind Heinz AI campaign that won at The Drum

Awards Festival. The Drum. Received from https://www.thedrum.com/news/2024/02/08/rethinkshares-

secret-sauce-behind-heinz-ai-campaign-won-the-drum-awards-festival.

du Peloux, G. (2024). The Direct Jury President on working with AI and creative integrity. D&AD.

Received from https://www.dandad.org/en/d-ad-direct-jury-president-working-ai-and-creativeintegrity-

features-opinions/.

Ford, J., Jain, V., Wadhwani, K., & Gupta, D. G. (2023). AI advertising: An overview and guidelines.

Journal of Business Research, 166.

Frey, C. & Osborne, M. (2013). The future of employment: How susceptible are the jobs to

computerisation? Technological Forecasting and Social Change, 114, 254-280.

Girotra, K., Meincke, L., Terwiesch, C., & Ulrich, K. T. (2023). Ideas are dimes a dozen: Large

Language Models for idea generation in innovation. The Wharton School Research Paper Forthcoming.

Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., &

Bengio, Y. (2020). Generative adversarial networks. Communications of the ACM, 63(11), 139-144.

Grewal, D., Guha, A., Satornino, C. B., & Schweiger, E. B. (2021). Artificial intelligence: The light

and the darkness. Journal of Business Research, 136, 229-236.

Haase, J. & Hanel, P. H. P. (2023). Artificial muses: Generative Artificial Intelligence chatbots have

risen to human-level creativity. Journal of Creativity, 33(3).

Haleem, A., Javaid, M., & Singh, R. P. (2022). An era of ChatGPT as a significant futuristic support

tool: A study on features, abilities, and challenges. BenchCouncil Transactions on Benchmarks,

Standards and Evaluations, 2(4).

Hanafy, N. O. (2023). Artificial intelligences effects on design process creativity: „A study on used A.I

Text-to-image in architecture”. Journal of Building Engineering, 80.

Hermann, E. & Puntoni, S. (2024). Artificial intelligence and consumer behavior: From predictive to

generative AI. Journal of Business Research, 180.

Hollebeek, L. D., Menidjel, C., Sarstedt, M., Jansson, J., & Urbonavicius, S. (2024). Engaging

consumers through artificially intelligent technologies: Systematic review, conceptual model, and

further research. Psychology & Marketing, 41(4), 880-898.

Hu, K. (2023). ChatGPT sets record for fastest-growing user base – analyst note. Reuters. Received

from https://www.reuters.com/technology/chatgpt-sets-record-fastest-growing-user-base-analyst-note-

-02-01/.

Huang, M.-H. & Rust, R. T. (2021). Engaged to a robot? The role of AI in service. Journal of Service

Research, 24(1), 30-41.

Huang, M.-H. & Rust, R. T. (2023). The caring machine: Feeling AI for customer care. Journal of

Marketing, 88(5), 1-23.

Ivcevic, Z. & Grandinetti, M. (2024). Artificial intelligence as a tool for creativity. Journal of

Creativity, 34(2).

Johannesdottir, F. (2023). AI Is Reminding Us of What We’ve Lost – and What We Can Have Again.

Adweek. Received from https://www.adweek.com/creativity/ai-is-reminding-us-of-what-weve-lostand-

what-we-can-have-again/.

Kaufman, J. C. & Beghetto, R. A. (2009). Beyond big and little: The Four C model of creativity. Review

of General Psychology, 13(1), 1-12.

Lawton, G. (2023). What is generative AI? Everything you need to know. Techtarget. Received from

https://www.techtarget.com/searchenterpriseai/definition/generative-AI.

Lawton, G. (2024). Generative models: VAEs, GANs, diffusion, transformers, NeRFs. TechTarget.

Received from https://www.techtarget.com/searchenterpriseai/tip/Generative-models-VAEs-GANsdiffusion-

transformers-NeRFs.

Mathelson, S. (2018). How artificial intelligence can aid and replace higher order human creativity.

TechTarget. Received from https://www.computerweekly.com/feature/How-artificial-intelligencecan-

aid-and-replace-higher-order-human-creativity.

Matz, S., Teeny, J., Vaid, S. S., Harari, G. M., & Cerf, M. (2023). The potential of Generative AI for

personalized persuasion at scale. Sci Rep, 14.

Momoc, A. (2023). Comunicare politică și internet: populism și criza democrației liberale/ Political

Communication and the Internet: Populism and the Crisis of Liberal Democracy. Bucharest: Tritonic.

Noy, S. & Zhang, W. (2023). Experimental evidence on the productivity effects of generative artificial

intelligence. Science, 381(6654), 187-192.

Osadchaya, E., Marder, B., Yule, J. A., Yau, A., Lavertu, L., Stylos, N., Oliver, S., Angell, R., de Regt,

A., Gao, L., Qi, K., Zhang, W. Z., Zhang, Y., Li, J., & AlRabiah, S. (2024). To ChatGPT, or not to

ChatGPT: Navigating the paradoxes of generative AI in the advertising industry. Business Horizons,

(5), 571-581.

Pichai, S. & Hassabis, D. (2023). Introducing Gemini: Our largest and most capable AI model. Google.

Received from https://blog.google/technology/ai/google-gemini-ai/#sundar-note.

Pragmatic. (2024). Case Study: The Best AI Advertising Campaigns and Their Impact. Received from

https://www.pragmatic.digital/blog/case-study-the-best-ai-advertising-campaigns-and-their-impact.

Rouhani, S., Ashrafi, A., Zare Ravasan, A., & Afshari, S. (2016). The impact model of business

intelligence on decision support and organizational benefits. Journal of Enterprise Information

Management, 29(1), 19-50.

Sims, K. (1992). Choreographed image flow. The Journal of Visualization and Computer Animation,

(1), 31-43.

Smith, R. E., MacKenzie, S. B., Yang, X., Buchholz, L. M., & Darley, W. K. (2007). Modeling the

determinants and effects of creativity in advertising. Marketing Science, 26(6), 819-833.

Stone, B. & Love, J. (12.06.2023). Google’s CEO Talks AI, Jobs, and More. Bloomberg. Received

from https://www.bloomberg.com/news/newsletters/2023-06-12/google-ceo-sundar-pichai-on-howits-

ai-chatbot-bard-stacks-up.

Susarla, A., Gopal, R., Thatcher, J. B., & Sarker, S. (2023). The Janus effect of generative AI: Charting

the path for responsible conduct of scholarly activities in information systems. Information Systems

Research, 34(2), 399-408.

Verma, S., Sharma, R., Deb, S., & Maitra, D. (2021). Artificial intelligence in marketing: Systematic

review and future research direction. International Journal of Information Management Data Insights,

(1).

Wallace, R. S. (2009). The anatomy of A.L.I.C.E. R. Epstein, G. Roberts, & G. Beber (Eds.), Parsing

the Turing test: Philosophical and methodological issues in the quest for the thinking computer, pp.

-210. Springer.

Weizenbaum, J. (1966). ELIZA - A computer program for the study of natural language communication

between man and machine. Communications of the ACM, 9(1), 36-45.

Wright, W. (2023). In what the firm describes as a potential first for the B2B industry, a generative AI

model was used to produce images that appear front and center in a new campaign. The Drum.

Received from https://www.thedrum.com/news/2023/01/20/zs-enlists-midjourney-ai-b2b-campaigndata-

connects-us.

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Published

2024-12-20

How to Cite

Impuscatu, R. M. (2024). Artificial Creativity: Augmenting Human Professionals. Acta Universitatis Danubius. Communicatio, 18(1), 26–49. Retrieved from https://dj.univ-danubius.ro/index.php/AUDC/article/view/2991

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Section

Communication and Artificial Intelligence