A recent Google talk on memory systems which might have some relevance
for people designing AGI systems.

http://www.youtube.com/watch?v=2Ei6wFJ9kCc

Here the guy is basically describing how supervised and unsupervised
learning complement each other in order to overcome problems such as
overfitting.

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