From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Rev...
From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Over the past decade, AI research has focused heavily on building ever-larger deep learning models. This approach has simultaneously unlocked incredible achievements in science and technology, and hindered AI from overcoming long-standing limitations with respect to explainability, ethical harms, and environmental efficiency. Drawing on qualitative...
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From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution
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TN_cdi_proquest_journals_3037662188
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3037662188
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2331-8422
