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#02 - Intelligence & NLU, the ultimate test for AI - Walid Saba

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Manage episode 292705784 series 2927087
Content provided by Boris Shalumov. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Boris Shalumov or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Despite huge investments into Deep Learning we did not get close to making machines understand natural language (NLU). Can semantic approaches make up for weaknesses of Deep Learning like for example abstraction and generalization ? If humans would need to touch hundreds of hot ovens before they being able to extrapolate and generalize - our lives would be much less enjoyable. But how can we build in these capabilities alongside common sense knowledge into machines? And why would that help?

  continue reading

10 episodes

Artwork
iconShare
 
Manage episode 292705784 series 2927087
Content provided by Boris Shalumov. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Boris Shalumov or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Despite huge investments into Deep Learning we did not get close to making machines understand natural language (NLU). Can semantic approaches make up for weaknesses of Deep Learning like for example abstraction and generalization ? If humans would need to touch hundreds of hot ovens before they being able to extrapolate and generalize - our lives would be much less enjoyable. But how can we build in these capabilities alongside common sense knowledge into machines? And why would that help?

  continue reading

10 episodes

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