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This study releases a very high-resolution migration dataset that reveals trends that shape daily life: rising moves into high-income neighborhoods, racial gaps in upward mobility, and wildfire-driven...

This survey study assesses public opinion and preferences among US adults regarding the use of race in clinical algorithms.

UC Berkeley computer scientist Emma Pierson believes we can use AI to improve our healthcare and criminal justice systems — but only if we design these algorithms with an eye toward equality.

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We describe HypotheSAEs, a general method to hypothesize interpretable relationships between text data (e.g., headlines) and a target variable (e.g., clicks). HypotheSAEs has three steps: (1) train a ...

Increasingly, individuals who engage in online activities are expected to interact with large language model (LLM)-based chatbots. Prior work has shown that LLMs can display dialect bias, which occurs...

My work in making artificial intelligence fair has been noticed by US officials intent on ending ‘class warfare propaganda’.