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gwern comments on What are you working on? - Less Wrong
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I think I mentioned it before, but you could go further with the Go computer vision thing - Ken Thompson considerably improved OCR results for scanning chess books by adding in domain-specific knowledge (about chess): http://doc.cat-v.org/bell_labs/reading_chess/