Evaluating Social Impacts Of Generative AI Systems
Evaluating social impacts of generative AI systems in 2 areas: base system evaluation & societal context evaluation, covering bias, privacy, inequality & environmental effects.
This is a Plain English Papers summary of a research paper called Evaluating the Social Impact of Generative AI Systems in Systems and Society. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper presents a framework for evaluating the social impacts of generative AI systems, which can generate content like text, images, audio, and video. The framework covers two main areas: evaluating the base AI system itself, and evaluating its broader societal impacts. For base system evaluation, the paper suggests...