Managing the creative frontier of Generative AI: The novelty-usefulness tradeoff

Managing the creative frontier of Generative AI: The novelty-usefulness tradeoff

In this paper, drawing inspiration from the human creativity literature, we explore the optimal balance between novelty and usefulness in generative Artificial Intelligence (AI) systems. We posit that overemphasizing either aspect can lead to limitations such as hallucinations and memorization. Hall...

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Bibliographic Details
Main Authors: MUKHERJEE, Anirban., CHANG, Hannah H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
hallucinations
memorization
generative artificial intelligence
creativity
Artificial Intelligence and Robotics
Marketing
Online Access:https://ink.library.smu.edu.sg/lkcsb_research/7376
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8375/viewcontent/2306.03601__1_.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/lkcsb_research/7376
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8375/viewcontent/2306.03601__1_.pdf

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