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Too much AI hype, too little emphasis on learning? Entrepreneurs designing business models through learning-by-conversing with generative AI
Umeå universitet, Samhällsvetenskapliga fakulteten, Handelshögskolan vid Umeå universitet, Företagsekonomi. Stanford University, SCANCOR & Management Science and Engineering, 482 Galvez Mall, CA, Stanford, United States.ORCID-id: 0000-0001-5486-9017
Umeå universitet, Samhällsvetenskapliga fakulteten, Handelshögskolan vid Umeå universitet, Företagsekonomi.
BI Norwegian Business School, Department of Strategy and Entrepreneurship, Nydalsveien 37, Oslo, Norway.
Umeå universitet, Samhällsvetenskapliga fakulteten, Institutionen för informatik.
2024 (Engelska)Ingår i: IEEE transactions on engineering management, ISSN 0018-9391, E-ISSN 1558-0040Artikel i tidskrift (Refereegranskat) Epub ahead of print
Abstract [en]

Entrepreneurs traditionally use 'learning-by-doing' and 'learning-by-thinking' as alternative approaches to iteratively build business models for their new ventures. However, both approaches face criticism in how they address novelty and uncertainty, which are crucial to successful entrepreneurship. While Generative AI (GenAI) is increasingly used in entrepreneurial tasks, the practices through which it becomes a learning resource for entrepreneurs remain unexplored. Based on a qualitative study, we present a process model that illustrates how entrepreneurs incorporate GenAI into business model design through five resourcing practices. These practices transform GenAI into a valuable resource for facilitating learning during the design process. This approach, which we term 'Learning-by-Conversing,' introduces a generative startup methodology to complement the lean startup model. We distinguish two modes of learning by conversing - reflexive learning and confirmatory learning - based on how novice and experienced entrepreneurs engage with it. By proposing a learning approach that integrates GenAI with entrepreneurial efforts, we bridge the 'thinking' versus 'doing' debate in business model generation and deepen our understanding of GenAI's role in entrepreneurship

Ort, förlag, år, upplaga, sidor
IEEE, 2024.
Nyckelord [en]
Business Model Design, Entrepreneurship, Generative AI, Learning, Startup Methodology
Nationell ämneskategori
Företagsekonomi
Identifikatorer
URN: urn:nbn:se:umu:diva-231385DOI: 10.1109/TEM.2024.3484750Scopus ID: 2-s2.0-85207384566OAI: oai:DiVA.org:umu-231385DiVA, id: diva2:1910179
Forskningsfinansiär
Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse, W21-0008Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse, Fv23-0047Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse, P21-0035Tillgänglig från: 2024-11-04 Skapad: 2024-11-04 Senast uppdaterad: 2024-11-04

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Kostis, AngelosLidström, JohanHolmström, Jonny

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IEEE transactions on engineering management
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Totalt: 127 träffar
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