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About Deep Learning


Deep learning is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised.

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... This uses what s known as Deep Learning, effectively an artificial intelligence algorithm working out what textures should fill the gap by analysing the surrounding pixels it can see, using knowledge it has gleaned from millions of other photos...

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... " Dr Hinton s pioneering research on Deep Learning and neural networks has paved the way for current AI systems like ChatGPT...

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... the Chinese company Alibaba claims developed to have a KI test, that can accurately detect coronavirus Meanwhile, scientists from South Korea and the United States with the help of Deep Learning to investigate the potential for commercially available antiviral drugs have proposed the use of atazanavir for the treatment of Aids, could be a good candidate...

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AI 'godfather' Geoffrey Hinton warns of dangers as he quits Google

Feb 16,2020 7:28 am

A Man widely seen as The Godfather of Artificial Intelligence (AI) has quit his job, warning about the growing dangers from developments in The Field .

Geoffrey Hinton , aged 75, announced his resignation from Google in a statement to the New York Times, saying he now regretted his work.

And in a BBC interview on Monday, He Said : " I can now just speak freely about what I think the dangers might be.

" And some of them are quite scary. "

Dr Hinton's pioneering research on Deep Learning and Neural Networks has paved The Way for current AI systems like ChatGPT.

But the British-Canadian cognitive psychologist and computer scientist told The Bbc the chatbot could soon overtake The Level of information that a human brain holds.

" Right now, what we're seeing is things like GPT-4 eclipses a person in the amount of General Knowledge it has and it eclipses them by a long way. In terms of reasoning, it's not as good, but it does already do simple reasoning.

" And given the rate of progress, we expect things to get better quite fast. So we need to worry About That . Right now, they're not more intelligent than us, As Far as I can tell. But I think they soon may be. "

In the New York Times article, Dr Hinton referred to " bad actors" who would try use AI for " bad things".

When asked by The Bbc to elaborate on this, he replied: " This is just a kind of worst-case scenario, kind of A Nightmare scenario.

" You can imagine, for example, some bad actor like [Russian President Vladimir] Putin decided to give robots The Ability to create their own sub-goals. "

The Scientist warned that this eventually might " create sub-goals like 'I need to get more power'".

Dr Hinton also said there were several other reasons to quit his job.

" One is, I'm 75. So it's time To Retire . Another was, I actually want to say some Good Things about Google. And they're more credible if I don't work for Google. "

He stressed that he did not want to criticise Google and that the tech giant had been " very responsible".

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Source of news: bbc.com

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