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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