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gwern comments on Discussion of concrete near-to-middle term trends in AI - Less Wrong Discussion
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I'm not sure ImageNet is of sufficiently high quality that a 3% error rate is meaningful. No point in overfitting noise in the supposed right labels. I think the take-away is that image recognition has gotten really good and now we need a new benchmark/corpus, possibly focused on the special-cases where humans still seem better.