Augmenting human innovation teams with artificial intelligence: Exploring transformer‐based language models

نویسندگان

چکیده

The use of transformer-based language models in artificial intelligence (AI) has increased adoption various industries and led to significant productivity advancements business operations. This article explores how these can be used augment human innovation teams the new product development process, allowing for larger problem solution spaces explored ultimately leading higher performance. proposes AI-augmented double diamond framework structure exploration assist (NPD) tasks, such as text summarization, sentiment analysis, idea generation. It also discusses limitations technology potential impact AI on established practices NPD. establishes a research agenda exploring this area role humans hybrid teams. (Note: Following article, GPT-3 alone generated abstract. Only minor formatting edits were performed by humans.)

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ژورنال

عنوان ژورنال: Journal of Product Innovation Management

سال: 2023

ISSN: ['1540-5885', '0737-6782']

DOI: https://doi.org/10.1111/jpim.12656