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Misrepresented Technological Solutions in Imagined Futures: The Origins and Dangers of AI Hype in the Research Community

2024/08/08 by Savannah Thais, Thais, Savannah · 2 voices · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CY #cs.LG

paper · pdf · doi:10.48550/arxiv.2408.15244

openalex publication_date 2024/08/08 · arxiv published 2024/08/08 · arxiv updated 2024/08/08 · openalex created_date 2024/09/22 · openalex updated_date 2026/07/28

Abstract

Technology does not exist in a vacuum; technological development, media representation, public perception, and governmental regulation cyclically influence each other to produce the collective understanding of a technology's capabilities, utilities, and risks. When these capabilities are overestimated, there is an enhanced risk of subjecting the public to dangerous or harmful technology, artificially restricting research and development directions, and enabling misguided or detrimental policy. The dangers of technological hype are particularly relevant in the rapidly evolving space of AI. Centering the research community as a key player in the development and proliferation of hype, we examine the origins and risks of AI hype to the research community and society more broadly and propose a set of measures that researchers, regulators, and the public can take to mitigate these risks and reduce the prevalence of unfounded claims about the technology.

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