IRAIMay 19, 2024

Sociotechnical Implications of Generative Artificial Intelligence for Information Access

arXiv:2405.11612v217 citationsh-index: 1
Originality Synthesis-oriented
AI Analysis

It highlights sociotechnical challenges for society, but is incremental as it offers an overview rather than new solutions.

The chapter examines the systemic consequences and risks of using generative AI for information access, addressing its impact on knowledge production, public health, and democratic societies, and provides recommendations for evaluation and mitigation.

Robust access to trustworthy information is a critical need for society with implications for knowledge production, public health education, and promoting informed citizenry in democratic societies. Generative AI technologies may enable new ways to access information and improve effectiveness of existing information retrieval systems but we are only starting to understand and grapple with their long-term social implications. In this chapter, we present an overview of some of the systemic consequences and risks of employing generative AI in the context of information access. We also provide recommendations for evaluation and mitigation, and discuss challenges for future research.

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