Deep Learning algorithms have become extremely powerful tools over the last couple of years because they can perform much better than humans in certain tasks. However, they are not very good at solving tasks that they have never seen before, even the most simple ones. Below one can see three examples of tasks that a human would be able to solve within a few seconds, whereas a DL algorithm wouldn’t - unless trained specifically for that particular kind of task.
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