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

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Manage episode 292705784 series 2927087
Indhold leveret af Boris Shalumov. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Boris Shalumov eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.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 episoder

Artwork
iconDel
 
Manage episode 292705784 series 2927087
Indhold leveret af Boris Shalumov. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Boris Shalumov eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.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

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