Can deep learning replace human intelligence?

by SMEBOOK (admin) · February 27, 2021

Deep learning can in no way mimic human intelligence. We are still far from creating systems which have human-level intelligence:

  • A deep learning model does not “understand” data in the same way that we do.
  • Deep learning models require an insane amount of data.
  • Deep learning models don’t generalize enough.
  • Deep learning has to be supplemented with concepts of abstract models, communication between models about these abstract constructs and a life long learning policy to be comparable to human-level intelligence.

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Can deep learning replace human intelligence?

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