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GMHowe comments on [Link]: The Unreasonable Effectiveness of Recurrent Neural Networks - Less Wrong Discussion
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Judging generously, but based on only about two dozen or so image captions, I estimate it gives a passably accurate caption about one third of the time. This may be impressive given the simplicity of the model, but it doesn't seem unreasonably effective to me, and I don't immediately see the relevance to strong AI.