2 papers
cs.HC2026
Innovating with Generative AI: A Human Bottleneck Framework
Julian De Freitas, Ayelet Israeli, Gideon Nave +2
We propose a human bottleneck perspective for understanding how generative AI transforms the innovation process. The central premise is that many constraints traditionally plaguing…
cs.AI2026
AI and Its Impact on Creativity and Diversity: An Empirical Study of LLM-Generated Product Ideas
Christian Terwiesch, Lennart Meincke, Karan Girotra +3
This research examines how well large language models, or LLMs, generate new product ideas for college students priced under $50. Across a series of studies, we identify key streng…