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cousin_it comments on How likely the AI that knows it's evil? Or: is a human-level understanding of human wants enough? - Less Wrong
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What's the general algorithm you can use to determine if something like "sound" is a "word" or a "concept"?
If it extrapolates coherently, then it's a single concept, otherwise it's a mixture :)
This may actually be doable, even at present level of technology. You gather a huge text corpus, find the contexts where the word "sound" appears, do the clustering using some word co-occurence metric. The result is a list of different meanings of "sound", and a mapping from each mention to the specific meaning. You can also do this simultaneously for many words together, then it is a global optimization problem.
Of course, AGI would be able to do this at a deeper level than this trivial syntactic one.