The paper proposes a lifecycle governance framework, built on the authors' BEATS benchmark, to quantify and mitigate bias, ethics, fairness, and factuality failures in large language models.
title Generative AI to become a \ 1.3 trillion market by 2032, research finds ( year 2023 )
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Data and AI governance: Promoting equity, ethics, and fairness in large language models
The paper proposes a lifecycle governance framework, built on the authors' BEATS benchmark, to quantify and mitigate bias, ethics, fairness, and factuality failures in large language models.