Can deep learning replace human intelligence?

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.

Share it on social networks: Tweet Share