Brainstorming Will Never Be the Same Again—A Human Group Supported by Artificial Intelligence

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Abstract
A modification of the brainstorming process by the application of artificial intelligence (AI) was proposed. Here, we describe the design of the software system “kresilnik”, which enables hybrid work between a human group and AI. The proposed system integrates the Open AI-GPT-3.5–turbo model with the server side providing the results to clients. The proposed architecture provides the possibility to not only generate ideas but also categorize them and set priorities. With the developed prototype, 760 ideas were generated on the topic of the design of the Gorenjska region’s development plan with eight different temperatures with the OpenAI-GPT-3.5-turbo algorithm. For the set of generated ideas, the entropy was determined, as well as the time needed for their generation. The distributions of the entropy of the ideas generated by the human-generated and the AI-generated sets of ideas of the OpenAI-GPT-3.5–turbo algorithm at different temperatures are provided in the form of histograms. Ideas are presented as word clouds and histograms for the human group and the AI-generated sets. A comparison of the process of generating ideas between the human group and AI was conducted. The statistical Mann-Whitney U-test was performed, which confirmed the significant differences in the average entropy of the generated ideas. Correlations between the length of the generated ideas and the time needed were determined for the human group and AI. The distributions for the time needed and the length of the ideas were determined, which are possible indicators to distinguish between human and artificial processes of generating ideas.
Funding Information
  • The Slovenian Research and Innovation Agency (P5-0018, 3330-22-3515, C3330-22-953012, 2021-1-MK01-KA220-HED-000027646)
  • the Ministry of Higher Education, Science, and Innovation of the Republic of Slovenia (P5-0018, 3330-22-3515, C3330-22-953012, 2021-1-MK01-KA220-HED-000027646)
  • Erasmus+ (P5-0018, 3330-22-3515, C3330-22-953012, 2021-1-MK01-KA220-HED-000027646)

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