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It's all about real AI today (not based on words and rules - lookup CTM - the real bots have this and its based on vector space). Get the companies and groups that are making very small breakthroughs in this area. The days of regurgitated cut-n-pasted text entry boxes and js (geocities, friendster, myspace, facebook) are over. Time for the new Googles of the world that will solve things bigger than SpaceX like extending human lifespan which is a requirement for space travel.



To save everyone else a few clicks, here's an explanation of CTM: http://plato.stanford.edu/entries/computational-mind/


You do realize that we're still dealing with the world of models that need be trained. Models are only as good as the data that is given to them, and data is only as good as those who collect it. Neural Networks aren't even close to real AI, they're black-box models - believe them blindly and catastrophe will follow. An excellent example I recently read pertains to a hospital attempting to use a neural network in determining whether to send pnemonia patients home or have them stay in hospital for treatment. The model told them to send asthmatic patients home. Why you may ask? Well, asthmatic patients were always triaged to the ICU, thus the results told the hospital to send this group home. We don't even understand cognition in the human brain, how can we expect to stumble upon it with digital systems?


+1 on the CTM stuff. I recommend Jeff Hawkin's book "On Intelligence" if you're looking for a quick read.


Hawkins' memory-prediction concept is quite more specific than general CTM, and not borne out by evidence.




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