#fairness-in-ai
#fairness-in-ai

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Leaderboard illusion: How big tech skewed AI rankings on Chatbot Arena

Major AI companies manipulated Chatbot Arena's ranking system through secret testing, threatening transparency and fairness in AI evaluations.

AI ethics discussions often lack clarity and consensus on terms like fairness.

Operationalizing ethical constructs in AI reveals complexities and challenges in establishing meaningful metrics.

The article discusses enhancing fairness in supervised learning through distributionally robust optimization techniques.

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