The key to AI with human-like language understanding? Humans

There is general agreement that language is the key to AI, but who holds the key to language – algorithms or people? According to the hype, the key to automated natural language understanding lies in vast data collections containing millions of words coupled with machine learning algorithms. If you believe this version of the story, such algorithms can automatically learn the intricacies of language well enough to, if not write the next Man Booker Prize winner, at least provide a decent natural language interface to a computer app. However, this is a truth with substantial modification, adjustment, and a certain amount of refitting. Successful human-like natural language understanding must encompass more than just words and algorithms. Language understanding involves words, and sentences, as well as social and dialogue context. This…

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