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by dontreact
908 days ago
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I would not make the same inference because we know that ML systems generally struggle with robustness and the long tail, while humans tend to be exhibit much more flexibility to adapt to distribution shifts or unusual situations. For a concrete example of this in computer vision, see work such as the Imagenet—C dataset where simple distribution shifts generally tank ML models but do not impact human performance. But regardless, the claim here isn’t “under some assumptions that some people (and not others) find reasonable, we can extrapolate and predict that self driving cars will be found to be safer” It’s “self driving cars are safer”, which there isn’t enough evidence to claim yet. |
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