Unmasking inequalities in AI: Research challenges idea that bias is a technical flaw

Nature

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Bias of AI-generated content: an examination of news produced by large language models

Large language models (LLMs) have the potential to transform our lives and work through the content they generate, known as AI-Generated Content (AIGC). To harness this transformation, we need to understand the limitations of LLMs. Here, we investigate the bias of AIGC produced by seven representative LLMs, including ChatGPT and LLaMA. We collect news articles from The New York Times and Reuters, both known for their dedication to provide unbias…

TechXplore

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Unmasking inequalities in AI: Research challenges idea that bias is a technical flaw

Researchers challenge the widespread belief that AI-induced bias is a technical flaw, arguing instead that AI is deeply influenced by societal power dynamics. It learns from historical data shaped by human biases, absorbing and perpetuating discrimination in the process. This means that, rather than creating inequality, AI reproduces and reinforces it.

thestute.com

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How techno-racism is the hidden biases of AI

Technology is often seen as the great equalizer, capable of transcending social and political biases to provide information and opportunities to all. Yet, the systems we design are frequently prone to their own forms of racial discrimination, shaped by the biases, assumptions, and systemic inequities of the societies in which they are created. This phenomenon, known as techno-racism, refers to the ways in which technology perpetuates or exacerba…

The Astana Times

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AI Reflects Society’s Biases, Says Oxford Insights CEO

The Astana Times provides news and information from Kazakhstan and around the world. ASTANA – This is the second part of The Astana Times interview with Richard Stirling, co-founder and CEO of Oxford Insights, a global consultancy firm behind the Government AI Readiness Index. In the first part, he discussed what it takes for a government to be AI ready and the opportunities he sees in Kazakhstan. In this part, he delves into broader risks stemm…

Moneycab

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Large language models have fundamentally changed the way content is produced and consumed. However, while companies and bloggers, for example, are increasingly relying on AI-generated content, there is growing fatigue compared to this automated data flood.