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Artificial Intelligence: Can We Trust Machines to Make Fair Decisions?


Data and Computer Scientists, Ecologists, Pathologists, and Legal Scholars Study AI’s Biases
by Catherine Kenny
April 13, 2021
Artificial Intelligence touches almost every aspect of our lives, from mobile banking and online shopping to social media and real-time traffic maps. But what happens when artificial intelligence is biased? What if it makes mistakes on important decisions from who gets a job interview or a mortgage to who gets arrested and how much time they ultimately serve for a crime?
“These everyday decisions can greatly affect the trajectories of our lives and increasingly, they’re being made not by people, but by machines,” said UC Davis computer science professor Ian Davidson. ....

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Survey shows that California's local governments need help now


Andre Comandon is postdoctoral scholar in the USC Sol Price School of Public Policy,
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Local governments are on the front line when it comes to getting vaccines into arms, reopening schools, testing and contact tracing, maintaining public safety, and caring for the poor and homeless.
Together with UC Davis’ Center for Regional Change, our research group at the USC Price School of Public Policy and Occidental College surveyed local governments to understand the impact of COVID-19 on their fiscal condition. The results show that California’s local governments need help now. They face a dual crisis from the pandemic: increasing demand for services and reduced staffing and budgetary capacity to meet those demands. If local governments are to be the foundation of a strong recovery, they need support that goes beyond plugging budgetary holes and boosts their ability to perform their essential tasks.   ....

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Eyes reveal life history of fish


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IMAGE: UC Davis scientists conduct research about fish and floodplains on the Yolo Bypass in California s Central Valley.
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Credit: UC Davis
If you look deep into the eyes of a fish, it will tell you its life story.
Scientists from the University of California, Davis, demonstrate that they can use stable isotopic analysis of the eye lenses of freshwater fish including threatened and endangered salmon to reveal a fish s life history and what it ate along the way.
They conducted their study, published today in the journal
Methods in Ecology and Evolution, through field-based experiments in California s Central Valley. The study carries implications for managing floodplains, fish and natural resources; prioritizing habitat restoration efforts; and understanding how landscape disturbances impact fish. ....

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