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Showing posts with label Hinton. Show all posts
Showing posts with label Hinton. Show all posts

Tuesday, May 02, 2023

After Quitting, Hinton Warns

No comments from PNC, NKorea or Soviets.  Agree to more cautions.

AI 'godfather' Geoffrey Hinton warns of dangers as he quits Google.  In the BBC

Watch: AI 'godfather' Geoffrey Hinton tells the BBC of AI dangers as he quits Google

By Zoe Kleinman & Chris Vallance,  BBC News

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

He told the BBC some of the dangers of AI chatbots were "quite scary".

"Right now, they're not more intelligent than us, as far as I can tell. But I think they soon may be."

Dr Hinton also accepted that his age had played into his decision to leave the tech giant, telling the BBC: "I'm 75, so it's time to retire."

Dr Hinton's pioneering research on neural networks and deep learning has paved the way for current AI systems like ChatGPT.

In artificial intelligence, neural networks are systems that are similar to the human brain in the way they learn and process information. They enable AIs to learn from experience, as a person would. This is called deep learning.

The British-Canadian cognitive psychologist and computer scientist told the BBC that chatbots 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," he said.

"And given the rate of progress, we expect things to get better quite fast. So we need to worry about that."

Is the world prepared for the coming AI storm?

AI could affect 300 million jobs - report

BBC Reel: Why we are still smarter than machines

In the New York Times article, Dr Hinton referred to "bad actors" who would try to 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'".

He added: "I've come to the conclusion that the kind of intelligence we're developing is very different from the intelligence we have.

"We're biological systems and these are digital systems. And the big difference is that with digital systems, you have many copies of the same set of weights, the same model of the world.

"And all these copies can learn separately but share their knowledge instantly. So it's as if you had 10,000 people and whenever one person learnt something, everybody automatically knew it. And that's how these chatbots can know so much more than any one person."

Matt Clifford, the chairman of the UK's Advanced Research and Invention Agency, speaking in a personal capacity, told the BBC that Dr Hinton's announcement "underlines the rate at which AI capabilities are accelerating".

"There's an enormous upside from this technology, but it's essential that the world invests heavily and urgently in AI safety and control," he said.

Dr Hinton joins a growing number of experts who have expressed concerns about AI - both the speed at which it is developing and the direction in which it is going. ... ' 

Monday, May 01, 2023

Stunning: Hinton Leaves Google

Surprising, just noted this.  Wee connected with him regarding neural nets in the 80s. directly reflects on Google Bard?...

‘Godfather of AI’ quits Google with regrets and fears about his life’s work in TheVerge

Geoffrey Hinton who won the ‘Nobel Prize of computing’ for his trailblazing work on neural networks is now free to speak about the risks of AI.

By Thomas Ricker   May 1, 2023, 6:58 AM EDT|10 Comments / 10 New

Key Speakers At The International Economic Forum Of The Americas Toronto Global Forum

Geoffrey Hinton (foreground) has left Google to speak out on the dangers of AI. Image: Getty

Geoffrey Hinton, who alongside two other so-called “Godfathers of AI” won the 2018 Turing Award for their foundational work that led to the current boom in artificial intelligence, now says a part of him regrets his life’s work. Hinton recently quit his job at Google in order to speak freely about the risks of AI, according to an interview with the 75-year-old in The New York Times.

“I console myself with the normal excuse: If I hadn’t done it, somebody else would have,” said Hinton, who had been employed by Google for more than a decade. “It is hard to see how you can prevent the bad actors from using it for bad things.”

Hinton notified Google of his resignation last month, and on Thursday talked to CEO Sundar Pichai directly, according to the NYT. Details of that discussion were not disclosed.

It’s this work that ultimately led to the creation of ChatGPT and Google Bard.

The life-long academic joined Google after it acquired a company started by Hinton and two of his students, one of whom went on to become chief scientist at OpenAI. Hinton and his students had developed a neural network that taught itself to identify common objects like dogs, cats, and flowers after analyzing thousands of photos. It’s this work that ultimately led to the creation of ChatGPT and Google Bard.

According to the NYT interview, Hinton was happy with Google’s stewardship of the technology until Microsoft launched the new OpenAI-infused Bing, challenging Google’s core business and sparking a “code red” response inside the search giant. Such fierce competition might be impossible to stop, Hinton says, resulting in a world with so much fake imagery and text that nobody will be able to tell “what is true anymore.”

Google’s chief scientist, Jeff Dean, worked to soften the blow with the following statement: “We remain committed to a responsible approach to AI. We’re continually learning to understand emerging risks while also innovating boldly.”

Hinton also took to Twitter to clarify his position on Google’s stewardship:  ... '