"[...] AI research has hit a wall in its quest to develop truly intelligent agents: although agents can be engineered to perform exceedingly well at specific tasks, they are typically quite brittle, unable to deal with unforeseen situations and unable to learn from others."
Not a statement about deep learning; this is from Mueller et al 2007.
Plus ca change.
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