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AI researchers need to stop hiding the climate toll of their work

AI researchers need to stop hiding the climate toll of their work

The Allen Institute for Artificial Intelligence (AI2) is proposing a new way to incentivize energy-efficient machine learning. Exploding footprint: More researchers are sounding the alarm about the growing costs of deep learning. In 2018, OpenAI showing that the computational resources required to train large models was doubling every three to four months. In June, found that developing large-scale natural-language processing models, in particular, could produce a shocking carbon footprint. The trend is driven by the research community’s emphasis on advancing the state of the art—with...

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Karen Hao
August 4, 2019
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The coronavirus is the first true social-media “infodemic”

The coronavirus is the first true social-media “infodemic”

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Karen Hao
February 13, 2020
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AI still doesn’t have the common sense to understand human language

AI still doesn’t have the common sense to understand human language

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Karen Hao
March 3, 2020
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How Facebook uses machine learning to detect fake accounts

How Facebook uses machine learning to detect fake accounts

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Karen Hao
March 10, 2020
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