It would probably take a little longer than three weeks. This technology, while powerful and an example of the kind of technology that would lead to the singularity (I'm assuming of the kind described by Postsingular and other sources discussed in Nanotext), this is still in it's infancy.
From what I understood of the article, the program still needs to be "hand fed" the data it uses, a major flaw as far as finding autonomy and being able to operate on its own, but it is definitely a step in that direction. Once this program is able to self-analyze is when I think we will have to get really excited. Until then I don't see it being more than a giant intuitive search engine of sorts.
Then again, what do I know? I haven't studied any of the programming involved. Just adding my two cents to the change jar.
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