Artificial
intelligence still isn´t a game changer @ AI Index November 2017
According to the AI Index, the best systems
surpassed human performance in image detection in 2014 and are on their way to
100 per cent results.
Error rates in labelling images (“this is a dog
with a tennis ball”) have fallen to less than 2.5 per cent from 28.5 per cent
in 2010.
Machines have matched humans when it comes to
recognising speech in a telephone conversation and are getting close to parsing
the structure of sentences, finding answers to questions with in a document and
translating news stories from German into English.
They have also learned to beat humans at
poker and PacMan.
But the authors of the index wrote: “Tasks
for AI systems are often framed in narrow contexts for the sake of making
progress on a specific problem or application.
But modern AI is still working in a way that
fits his description.
Machine translation is one example.
Google Translate, which has drastically
improved since it started using neural networks, trains the networks on
billions of lines of parallel text in different languages, translated by
humans.
Link | http://aiindex.org/2017-report.pdf
Regards
Pralhad Jadhav
Senior Manager @ Knowledge
Repository
Khaitan & Co
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