Friday, May 29, 2015

Google a step closer to developing machines with human-like intelligence

Computers will have developed “common sense” within a decade and we could be counting them among our friends not long afterwards, one of the world’s leading AI scientists has predicted.

Professor Geoff Hinton, who The Guardian reports was hired by Google two years ago to help develop intelligent operating systems, said that the company is on the brink of developing algorithms with the capacity for logic, natural conversation and even flirtation.

The researcher told the Guardian said that Google is working on a new type of algorithm designed to encode thoughts as sequences of numbers – something he described as “thought vectors”.

Although the work is at an early stage, he said there is a plausible path from the current software to a more sophisticated version that would have something approaching human-like capacity for reasoning and logic. “Basically, they’ll have common sense.”

The idea that thoughts can be captured and distilled down to cold sequences of digits is controversial, Hinton said. “There’ll be a lot of people who argue against it, who say you can’t capture a thought like that,” he added. “But there’s no reason why not. I think you can capture a thought by a vector.”

Hinton, who is due to give a talk at the Royal Society in London on Friday, believes that the “thought vector” approach will help crack two of the central challenges in artificial intelligence: mastering natural, conversational language, and the ability to make leaps of logic.


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