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 market size, share, and trends 2024 to 2033 ( 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.