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How to Teach Artificial Intelligence Some Common Sense
Article

How to Teach Artificial Intelligence Some Common Sense

Wired, 2018

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Editorial Rating

8

Qualities

  • Analytical
  • Scientific
  • Engaging

Recommendation

If AI is supposed to mimic – and one day even surpass – human intelligence, scientists first need to settle the debate about the nature of human cognition. Are humans born as blank slates or with certain cognitive predispositions? As Clive Thompson lays out in an essay for Wired, how computer scientists answer this fundamental question will determine the direction of future AI technology.

Take-Aways

  • Deep learning is a machine learning method, using artificial neural networks enabling AI to process large quantities of data and to start recognizing patterns independently. 
  • Deep learning is the primary method behind AI applications today, but some scientists question whether the method will be able to take AI to the next level.
  • Self-taught machines lack the ability to reason and don’t have the “common sense” that humans take for granted.

About the Author

Clive Thompson is a columnist for WIRED. 


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