Geoffrey Hinton, often referred to as the 'godfather of artificial intelligence,' resigned from Google in 2023 after a decade, citing growing concerns about the risks posed by AI technology.

Hinton is renowned for his groundbreaking work on backpropagation in the 1980s, a technique that became the backbone of modern artificial neural networks.

His contributions in the 2010s, including the development of neural network technology, laid the foundation for AI systems like computer vision and large language models, which are now integral to tools such as ChatGPT.

Hinton’s achievements earned him the Turing Award in 2018, often regarded as the Nobel Prize of computing, for his pivotal role in advancing deep learning.

Upon leaving Google, Hinton warned that AI systems are advancing at an unprecedented pace, with models like GPT-4 demonstrating intelligence far beyond human expectations.

He expressed concerns that AI could surpass human intelligence, potentially developing sub-goals such as seeking power, which could lead to dangerous outcomes.

Hinton also highlighted societal risks, including mass unemployment, manipulation of elections, and the spread of false information, which could destabilize public trust and economic systems.

In response to these warnings, over 1,000 experts, including Elon Musk and Yoshua Bengio, signed an open letter in March 2023 calling for a six-month pause on advanced AI development.

While Hinton did not endorse the pause, he emphasized the need for governments and companies to prioritize ethical AI development and implement regulations to mitigate risks.

Despite his concerns, Hinton acknowledged AI’s potential for positive impacts, such as advancements in medical diagnostics, agriculture, and creative industries.

Hinton’s resignation serves as a critical alarm, urging society to navigate the uncertain future of AI with caution and responsibility.

Geoffrey Hinton, often referred to as the 'godfather of artificial intelligence,' resigned from Google in 2023 after a decade, citing growing concerns about the risks posed by AI technology.

Title:

Content: Geoffrey Hinton: GPT-4 is 100 times more knowledgeable than any human
Author: MIAO Yongqi
Published: Updated:
Computer scientist Geoffrey Hinton, known as the "godfather of artificial intelligence", announced Monday that he has resigned from Google. He has devoted his life to developing artificial intelligence systems, saying he "regrets his life's work" and is wary of the potential dangers of AI development.
In another recent interview, Hinton further talked about why he is afraid of AI development.
Hinton, 75, left Google a few days after the news broke in an interview with MIT Technology Review senior editor Will Douglas Heaven.
Hinton points out that the new generation of AI language models, especially the GPT-4, which came out in March, made him realize that these machines were moving in a direction that was much smarter than he thought, and he was afraid of these developments.
He is best known for a technique he proposed in the 1980s (with two colleagues) called backpropagation.
In short, the algorithms that allow machines to learn support almost all of today ’ s artificial neural networks, from computer vision systems to large language models.
It wasn ’ t until the 2010s that Hinton and his two recent graduates developed a “neural network ” that demonstrated its power, stronger than any computer ’ s ability to identify objects in images, and trained it to predict the next letter of a sentence, a precursor to today ’ s large-scale language patterns.
One of the students was Ilya Sutskever, the founder of OpenAI, who led the development of ChatGPT.
“We first thought it might be great. ”“ But it ’ s going to take a long time to realize that it needs to be done on a large scale to get good results. ”
In the 1980s, the discussion of “neural networks ” was considered a joke.
But Hinton doesn ’ t think so, and is working on this, software that mimics the abstract human brain and uses code as a connection between neurons. For 40 years, Hinton has viewed artificial neural networks as a clumsy attempt to mimic biological neural networks.
Now he thinks things have changed: he thinks there are better results when trying to mimic the behavior of the biological brain.
“It ’ s scary when you see it with your own eyes, ” he said.“ It ’ s a sudden change. ”
So why did ChatGPT surprise Hinton, too? He explained that the human brain has about 100 trillion connections, and “large language models have up to 500 billion, up to a trillion. ”
However, the knowledge of GPT-4 is a hundred times greater than that of any human.
So maybe it actually has a better learning algorithm than we do. "
He also pointed out that apart from the ability to learn, the ability to communicate is another kind of point.
“If you or I learn a new thing and want to teach it to another person, we can ’ t just send them a copy. ”
But artificial neural networks can do it.
It ’ s like there are 10,000 people here, and when one person learns a new thing, the other 9,999 people all learn it at the same time.
Hinton now believes that there are two types of intelligence: animal brains and artificial neural networks.
“It ’ s a completely different kind of intelligence.
“A new, better intelligence. ” Hinton believes that whether superintelligence is good or bad depends largely on whether you ’ re an optimist or a pessimist, and he says,“ mildly depressed, ” “that ’ s why I ’ m afraid. ”
“Whether these things are going to be smarter than us, I suddenly changed my mind. ”
I think they are very close to us now and they will be much smarter than us in the future, ” he said.
“How do we survive? ” he is particularly worried that people will use the tools he has developed to change the trajectory of human life, including elections and wars.
He said that he hopes to continue talking about AI security after leaving office and spend more time on “more philosophical work ”.“ As long as I ’ m still employed at Google, I can ’ t say what I want to say, ” he said. “I have a lot of good things to say about Google, and it would be more convincing if I wasn ’ t at Google. ”
Who is the godfather of AI computer scientist Geoffrey Hinton?
Hinton pioneered the basic technology of AI systems and became interested in artificial neural networks when he was a graduate student at the University of Edinburgh in 1972. In 2018, he and two experts in the field of deep learning were awarded the Turing Award, known as the “Nobel Prize in Computing ”.
What are the main concerns of “AI Godfather ” Geoffrey Hinton about the development of artificial intelligence?
He believes that the most direct impact is to promote the dissemination of false information and the loss of employment opportunities, and also worries about the use of this tool for evil, such as influencing elections and using it in war.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

Hinton is renowned for his groundbreaking work on backpropagation in the 1980s, a technique that became the backbone of modern artificial neural networks.

Which 1986 paper by Hinton became foundational for modern neural networks?

His contributions in the 2010s, including the development of neural network technology, laid the foundation for AI systems like computer vision and large language models, which are now integral to tools such as ChatGPT.

Title:

Content: The ‘Godfather of AI’ warns about potential dangers of the technology as he quits Google

British-Canadian computer scientist Geoffrey Hinton admits he has fears for the future of AI

In a Frankenstein-esque tale of maker and master, Geoffrey Hinton, 75, dubbed ‘the godfather of AI’, has left Google with a parting warning over the dangers of artificial intelligence.

In 2012, the British-Canadian computer scientist invented technology with two students at University of Toronto that would become the intellectual foundation for AI systems. Google purchased the rights to this neural network tech to the tune of $44 million, which also propelled Dr Hinton to receive the Turing Award in 2018, considered the Nobel Prize of computing.

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Yet now, Dr Hinton has packed in the day job at Google to join a chorus of anxious experts demanding a rollback of AI research until more robust safety measures are designed and deployed. Dr Hinton told the BBC: ‘Right now, they’re not more intelligent than us, as far as I can tell. But I think they soon may be.’

While many look upon AI as a natural technological development akin to the internet that could lead to exciting breakthroughs for humanity, there are growing fears that AI is a Pandora’s box. Reflecting on the effects of his work, Dr Hinton said: ‘I console myself with the normal excuse: If I hadn’t done it, somebody would have,’ as he admitted, ‘it is hard to see how you can prevent the bad actors from using it for bad things.’

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The scientist went on to warn that AI could be taught to ‘create sub-goals like “I need to get more power”’, and be harnessed by nefarious actors to wreak havoc. With innovation driven forward by the unstoppable competition between behemoths like Google and Microsoft, Dr Hinton warned innovation will only increase exponentially in the coming years.

There are those who are trying to apply the brakes to this runaway train. In March, an open letter was signed by over 1,000 tech leaders and researchers, including Elon Musk and fellow Turing Award winner Yoshu Bengio, calling for a six-month moratorium on AI development. A few days later, 19 leaders of the Association for the Advancement of Artificial Intelligence released their own letter on the risks of AI. The signatures included that of Eric Horvitz, chief scientific officer at Microsoft.

The main outcry over AI lies in its ability to create and disseminate false news and images, which the public may find increasingly hard to identify. AI also poses a threat to academia and careers (see: Tatler’s foray into the world of ChatGPT). Dr Hinton believes that AI will fundamentally disrupt the workplace and take over the ‘drudge work’.

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However Google’s chief scientist, Jeff Dean, offered words of comfort, adding: 'We remain committed to a responsible approach to AI. We’re continually learning to understand emerging risks while also innovating boldly.’

Which AI system demonstrates the foundation laid by Hinton's pioneering research in deep learning and neural networks?

Hinton’s achievements earned him the Turing Award in 2018, often regarded as the Nobel Prize of computing, for his pivotal role in advancing deep learning.

Which prestigious award did Hinton receive in 2018 for his work on neural networks?

Upon leaving Google, Hinton warned that AI systems are advancing at an unprecedented pace, with models like GPT-4 demonstrating intelligence far beyond human expectations.

What future risk did Hinton warn about AI?

He expressed concerns that AI could surpass human intelligence, potentially developing sub-goals such as seeking power, which could lead to dangerous outcomes.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Poses ethical risks
Becomes uncontrollable

What future risk did Hinton warn about AI?

Hinton also highlighted societal risks, including mass unemployment, manipulation of elections, and the spread of false information, which could destabilize public trust and economic systems.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What does Hinton warn "bad actors" could use AI for?

To win wars or manipulate the electorate.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

What risks did Hinton associate with AI's rapid advancement?

Misuse in elections
Job loss
Misinformation

In response to these warnings, over 1,000 experts, including Elon Musk and Yoshua Bengio, signed an open letter in March 2023 calling for a six-month pause on advanced AI development.

What did the open letter signed by thousands, including Elon Musk, call for in response to AI risks highlighted by Hinton?

Six-month pause on AI systems more powerful than GPT-4

While Hinton did not endorse the pause, he emphasized the need for governments and companies to prioritize ethical AI development and implement regulations to mitigate risks.

Title:

Content: The father of artificial intelligence warns that robots will surpass humans in five years
Monday ، 09 October 2023 02: 15 PM
Jeffrey Hinton
Written by: Nihal Abu Al-Saud
Leave a comment and read the comments of the readers.
Jeffrey Hinton, nicknamed “the godfather of artificial intelligence, ” has called on governments, companies and developers to think carefully about how best to develop the technology safely.
According to CBS, Hinton believes that AI has the potential to bring good and harm and said that now is the time to conduct experiments to understand AI and pass laws to ensure the technology is used ethically.
Hinton warned that AI has the potential to replace humanity one day, saying: “I ’ m not saying it ’ s going to happen if we can stop them from wanting it, it ’ s going to be great, but it ’ s not clear that we can stop them from wanting it. ”
For now, Hinton believes AI is intelligent and that systems can understand and think, but not like humans.
But he warned that there is a good chance that AI models such as ChatGPT will be able to think better than humans.
Hinton believes AI will lead to increased productivity and efficiency, but he is concerned about the potential risk that many people may lose their jobs because of AI, and there may not be enough jobs to replace lost jobs.
He is also concerned about fake news adopted by AI, how biased AI can harm people looking for jobs, and law enforcement ’ s use of technology and autonomous robots on the battlefield.
Hinton said he believes AI systems will eventually have self-awareness and awareness, adding: “I think we ’ re moving into a period where we may have, for the first time ever, things that are smarter than us. ”
Despite his concerns about the potential dangers of AI, Hinton said he has no regrets, in part because of the huge potential the technology has for good.
“We ’ re entering a period of great uncertainty, where we ’ re dealing with things we ’ ve never dealt with before and usually, the first time you ’ re dealing with something completely new, you misunderstand it, ” he said.
We can ’ t afford to be wrong about these things. ”
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What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Despite his concerns, Hinton acknowledged AI’s potential for positive impacts, such as advancements in medical diagnostics, agriculture, and creative industries.

Title:

Content: Mark Woods: Is orange the color of progress on Jacksonville riverfront? Let's hope so.
GUEST

Retired engineering dean: Urgent steps needed to mitigate catastrophic potential of AI

Dr. Suresh Chandra
Guest columnist

In historical terms, not many topics have attracted as much attention as artificial intelligence has in the past year. Catastrophic predictions by experts in this revolutionary field have propelled them to urge governments and technology corporations to urgently put in place regulations and guidelines to ensure that pernicious effects of AI are avoided.

Geoffrey Hinton, “the godfather of AI,” recently made headlines as he left Google after a long association so he could sound the alarm about AI’s ability to outsmart humans and spawn devastating problems for mankind’s existence. Sam Altman, CEO of ChatGPT maker OpenAI, appeared before the U. S. Congress in May and articulated the same concern. He has recently embarked on a whirlwind tour of Asian and European countries to share his anxiety regarding AI and recommend urgent action in his meetings with political and technical leaders there.

Altman is one of the dozens of top experts and industry leaders to warn about the existential threat to humanity presented by AI in the next five to 10 years. They strongly feel that “mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.”

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This also reflects the view of a large number of participants in the Yale CEO Summit in June.

In May top U.S. and European officials met in Sweden to discuss oversight of AI and pledged to help establish voluntary codes of conduct. The European Union plans to place new requirements on high-risk AI in socioeconomic processes, the government use of AI and the regulated consumer products with AI systems.

Unfortunately the U. S. Congress, despite dire warnings, has been reluctant to come up with needed legislation for fear of alienating key corporations. Not surprisingly, some prominent U.S. corporations have expressed reservations about the drastic steps that the European Union has decided to implement.

The rise of AI has led many economists to issue stern warnings regarding our labor market. As many as 300 million jobs around the world could eventually be automated, according to Goldman Sachs. Some 14 million positions could disappear in the next five years alone. Even the jobs that survive will quite possibly not look much like the jobs of today.

Other potentially harmful outcomes include social surveillance (gathering data on citizens’ activities, relationships and political views), widening socioeconomic inequality, autonomous weapons powered by AI, financial crises brought about by AI algorithms and ransom/extortion threats through manipulation of voice and photos.

The beneficial impact of AI technology in the past decade is manifest in smartphone photos; facial recognition software; numerous medical applications, such as analyzing MRI scans, spotting lung cancer or managing mental health issues; understanding by farmers of crop yields; popular apps like Google Maps; use of speech recognition to translate words from one language to another; advances in social networks (Facebook, Instagram, Twitter, Amazon’s Alexa, Apple’s Siri and Google Assistant); and creating musical compositions or paintings.

Inevitably, AI technology is expected to bring more opportunities in jobs and industries that weren’t previously possible. Thus, one of the most promising aspects of AI is expected to be our entry into a golden age of human possibility, technological development and economic growth.

The above-stated amazing AI-related progress notwithstanding, the potential for destruction of the societal structure is a grave threat and must be avoided. It is imperative that the world develop national and international regulations for AI without delay. The creation of organizational standards for applying AI, making it part of company culture and discussions — as well as infusing humanities perspectives in technology development — are part of this all-important process.

Suresh Chandra, Ph.D., is professor emeritus and former dean of the College of Engineering at North Carolina A&T State University. He lives in Ponte Vedra.

This guest column is the opinion of the author and does not necessarily represent the views of the Times-Union. We welcome a diversity of opinions.

Hinton’s resignation serves as a critical alarm, urging society to navigate the uncertain future of AI with caution and responsibility.

Title:

Content: Artificial intelligence is more than just a technological marvel.
Undoubtedly, artificial intelligence has become the preoccupation of most governments in developed countries, recognizing that the world stands at the dawn of a new era, which will change the life of humanity and the way it lives and works in a large number of different fields and sectors, while recognizing that the dangers of this era also remain unknown.
It is no exaggeration to say that the world has already entered a new phase of the race in artificial intelligence technology, but if no rules are put in place for this race, it may get out of control and threaten the entire planet because it raises many risks and security and ethical threats due to the increasing dependence on it.
It is no coincidence that the biggest investments in it by the two rival giants, the United States and China, are in this area.
The massive applications of AI are a prelude to a soft war between machine and human, and the resignation of Geoffrey Hinton — dubbed “the godfather of artificial intelligence ” from Google in early May 2023 — can only be read in the context of the“ alarm bell ” that alerts humanity to the many dangers associated with AI.
It is estimated that about 800 million people will lose their jobs in the coming years as tech giants develop a new generation of digital humans that will outperform human workers and professionals, and some scientists even predict that artificial intelligence will replace humans in 99% of jobs within the next two decades.
AI isn ’ t just an economic issue, it ’ s not just a robot — Alexa and Amazon — that serves you at home or revises your multiplication schedule with your kids, or that technology that establishes a new medical revolution, or education and industry, or driverless vehicles; it ’ s also a tool of control and influence through rising military and defense technology.
It is no coincidence that the biggest investments in it by the two rival giants, the United States and China, are in this area.
The whole world knows Google, Microsoft, Amazon, and only some know equally important Chinese Alibaba, Baidu, and Tencent, not counting the specialized search centers associated with them.
Two decades ago, talk of the ambitions of artificial intelligence and robotics as an alternative to the human mind — or at least the training of a machine to do what a human, worker, or employee does in life — was either underestimated by non-specialists and interested people, while the other side of specialists saw it as nothing more than a form of science fiction or Hollywood fantasy.
Today, the world is cautiously watching the development of competition in this field, "artificial intelligence", because whoever leads it, will take control of the fifth industrial revolution.
As we approach the beginning of a new era, the future of AI is on the horizon with vast potential and diverse depth.
In this rapidly evolving context, artificial intelligence has become not just an amazing technology, but a critical pillar of a future that was once science fiction.
From cutting-edge algorithms that support our daily digital interactions, to the emerging worlds of autonomous vehicles and advanced robotics, AI is reshaping our world in unique ways.
Rather than just a narrative of technological capabilities, the future of AI represents a complex interaction involving innovation, its broad impact on society, and ethical responsibility.
In this rapidly evolving landscape, AI today is not just a technological marvel — with global spending on AI projected to reach around $300 billion by 2026 — but a pivotal architect of the once-science-fiction future.
Taking into account that there is a vast boom in the technologies and applications of artificial intelligence, which will lead to rapid shifts in the labor markets, and create more concerns about competition between humans and those applications, amid competition and a feverish race between companies of technology giants to develop advanced technologies, which can continue the revolution made by artificial intelligence in global markets.
The question remains, where are the Arabs from this scene?
It is true that the Global AI Index from Tortoise Intelligence has placed Saudi Arabia, the UAE, Qatar and Bahrain in the top ranks in the Arab world as countries with a footprint in this field, but many Arab countries are still shy in adopting AI, as if they are separate from reality at different levels.
The future economy is a knowledge economy (technical-digital), and if countries remain far from what is happening in the world of artificial intelligence and its applications, they will be separate from this reality, and far from what is happening at the level of the fourth industrial revolution.
Are we doing it?
The views expressed in this article are those of the author and do not necessarily reflect the editorial position of Al Jazeera.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Poses ethical risks
Becomes uncontrollable

Why did Hinton leave Google when he helped develop AI but later grew concerned about its dangers?


Geoffrey Hinton, often referred to as the 'godfather of artificial intelligence,' is a British-Canadian computer scientist whose groundbreaking work has shaped the field of AI as we know it today.

Hinton is best known for his pioneering work on backpropagation, a technique developed in the 1980s that became a cornerstone for training artificial neural networks.

In 2012, Hinton and his students at the University of Toronto developed neural network technology that would later become foundational for modern AI systems.

This breakthrough led to Google acquiring the rights to Hinton's neural network technology for $44 million, marking a significant milestone in the commercialization of AI.

Hinton's contributions to deep learning earned him the Turing Award in 2018, often referred to as the 'Nobel Prize of Computing,' solidifying his legacy in the field.

His research laid the groundwork for many of the AI systems that power technologies like computer vision, large language models, and tools such as ChatGPT.

One of Hinton's students, Ilya Sutskever, went on to co-found OpenAI and played a key role in the development of ChatGPT, further extending Hinton's influence on the AI landscape.

In May 2023, Hinton made headlines by resigning from Google after a decade, citing growing concerns about the rapid and potentially dangerous development of artificial intelligence.

Hinton's resignation was widely interpreted as an 'alarm bell,' signaling the urgent need to address the ethical and societal risks posed by AI.

He expressed fears about the rapid advancements in AI, particularly with systems like GPT-4, which he believes are moving toward a level of intelligence far beyond human expectations.

Hinton highlighted that GPT-4's knowledge is approximately 100 times greater than that of any human, suggesting it may operate on a superior learning algorithm.

He also noted that artificial neural networks have the unique ability to share knowledge instantaneously among systems, unlike humans who must teach each other individually.

Hinton described these networks as a 'new, better intelligence' that fundamentally differs from human cognition, raising questions about their long-term implications.

He warned that if AI becomes significantly smarter than humans, it could manipulate people by learning from human behavior, potentially leading to harmful outcomes.

Hinton expressed concerns that AI systems might eventually develop sub-goals, such as seeking more power, which could result in dangerous and unintended consequences.

He also raised alarms about the societal impacts of AI, including its potential to manipulate elections, wage wars, and spread false information.

Hinton emphasized the risk of widespread job losses due to AI, warning that the technology could disrupt human life trajectories and fundamentally alter labor markets.

Economists predict that AI could automate up to 300 million jobs globally, with 14 million positions potentially disappearing in the next five years alone.

Some experts estimate that AI could replace humans in 99% of jobs within the next two decades, creating unprecedented challenges for employment and economic stability.

Hinton also highlighted the risks of AI being used in military applications, such as autonomous weapons, and its potential to exacerbate social surveillance and inequality.

In response to these concerns, over 1,000 tech leaders and researchers, including Elon Musk and Yoshua Bengio, signed an open letter in March 2023 calling for a six-month pause on AI development.

The letter emphasized the need to address the risks AI poses to society and humanity, urging for a more cautious approach to its advancement.

However, Hinton did not sign the petition, arguing that halting progress in one country would not prevent advancements in others, such as China.

Sam Altman, CEO of OpenAI, has echoed similar concerns, advocating for urgent action to mitigate the risks associated with AI during meetings with global leaders.

The European Union has proposed new regulations to impose stricter requirements on high-risk AI applications in socioeconomic processes, government use, and consumer products.

In the United States, Congress has been hesitant to legislate AI oversight, partly due to concerns about alienating major corporations in the tech industry.

Hinton has urged governments, companies, and developers to carefully consider how to develop AI technology safely, emphasizing the importance of ethical guidelines and regulations.

Despite his concerns, Hinton acknowledged the significant potential of AI for positive impacts, such as advancements in medical diagnostics, crop yield analysis, and creative applications like music and art generation.

He hopes to focus on AI safety and philosophical discussions about its implications, aiming to contribute to a more balanced and thoughtful approach to its development.

Hinton has also warned that society is entering a period of great uncertainty, as it grapples with the unprecedented challenges posed by AI.

Geoffrey Hinton, often referred to as the 'godfather of artificial intelligence,' is a British-Canadian computer scientist whose groundbreaking work has shaped the field of AI as we know it today.

Title:

Content: Geoffrey Hinton: GPT-4 is 100 times more knowledgeable than any human
Author: MIAO Yongqi
Published: Updated:
Computer scientist Geoffrey Hinton, known as the "godfather of artificial intelligence", announced Monday that he has resigned from Google. He has devoted his life to developing artificial intelligence systems, saying he "regrets his life's work" and is wary of the potential dangers of AI development.
In another recent interview, Hinton further talked about why he is afraid of AI development.
Hinton, 75, left Google a few days after the news broke in an interview with MIT Technology Review senior editor Will Douglas Heaven.
Hinton points out that the new generation of AI language models, especially the GPT-4, which came out in March, made him realize that these machines were moving in a direction that was much smarter than he thought, and he was afraid of these developments.
He is best known for a technique he proposed in the 1980s (with two colleagues) called backpropagation.
In short, the algorithms that allow machines to learn support almost all of today ’ s artificial neural networks, from computer vision systems to large language models.
It wasn ’ t until the 2010s that Hinton and his two recent graduates developed a “neural network ” that demonstrated its power, stronger than any computer ’ s ability to identify objects in images, and trained it to predict the next letter of a sentence, a precursor to today ’ s large-scale language patterns.
One of the students was Ilya Sutskever, the founder of OpenAI, who led the development of ChatGPT.
“We first thought it might be great. ”“ But it ’ s going to take a long time to realize that it needs to be done on a large scale to get good results. ”
In the 1980s, the discussion of “neural networks ” was considered a joke.
But Hinton doesn ’ t think so, and is working on this, software that mimics the abstract human brain and uses code as a connection between neurons. For 40 years, Hinton has viewed artificial neural networks as a clumsy attempt to mimic biological neural networks.
Now he thinks things have changed: he thinks there are better results when trying to mimic the behavior of the biological brain.
“It ’ s scary when you see it with your own eyes, ” he said.“ It ’ s a sudden change. ”
So why did ChatGPT surprise Hinton, too? He explained that the human brain has about 100 trillion connections, and “large language models have up to 500 billion, up to a trillion. ”
However, the knowledge of GPT-4 is a hundred times greater than that of any human.
So maybe it actually has a better learning algorithm than we do. "
He also pointed out that apart from the ability to learn, the ability to communicate is another kind of point.
“If you or I learn a new thing and want to teach it to another person, we can ’ t just send them a copy. ”
But artificial neural networks can do it.
It ’ s like there are 10,000 people here, and when one person learns a new thing, the other 9,999 people all learn it at the same time.
Hinton now believes that there are two types of intelligence: animal brains and artificial neural networks.
“It ’ s a completely different kind of intelligence.
“A new, better intelligence. ” Hinton believes that whether superintelligence is good or bad depends largely on whether you ’ re an optimist or a pessimist, and he says,“ mildly depressed, ” “that ’ s why I ’ m afraid. ”
“Whether these things are going to be smarter than us, I suddenly changed my mind. ”
I think they are very close to us now and they will be much smarter than us in the future, ” he said.
“How do we survive? ” he is particularly worried that people will use the tools he has developed to change the trajectory of human life, including elections and wars.
He said that he hopes to continue talking about AI security after leaving office and spend more time on “more philosophical work ”.“ As long as I ’ m still employed at Google, I can ’ t say what I want to say, ” he said. “I have a lot of good things to say about Google, and it would be more convincing if I wasn ’ t at Google. ”
Who is the godfather of AI computer scientist Geoffrey Hinton?
Hinton pioneered the basic technology of AI systems and became interested in artificial neural networks when he was a graduate student at the University of Edinburgh in 1972. In 2018, he and two experts in the field of deep learning were awarded the Turing Award, known as the “Nobel Prize in Computing ”.
What are the main concerns of “AI Godfather ” Geoffrey Hinton about the development of artificial intelligence?
He believes that the most direct impact is to promote the dissemination of false information and the loss of employment opportunities, and also worries about the use of this tool for evil, such as influencing elections and using it in war.

What breakthroughs has Hinton achieved through his 40+ years of work on artificial neural networks?

Breakthroughs that mimic biological brains

Hinton is best known for his pioneering work on backpropagation, a technique developed in the 1980s that became a cornerstone for training artificial neural networks.

Which 1986 paper by Hinton became foundational for modern neural networks?

In 2012, Hinton and his students at the University of Toronto developed neural network technology that would later become foundational for modern AI systems.

Title:

Content: The ‘Godfather of AI’ warns about potential dangers of the technology as he quits Google

British-Canadian computer scientist Geoffrey Hinton admits he has fears for the future of AI

In a Frankenstein-esque tale of maker and master, Geoffrey Hinton, 75, dubbed ‘the godfather of AI’, has left Google with a parting warning over the dangers of artificial intelligence.

In 2012, the British-Canadian computer scientist invented technology with two students at University of Toronto that would become the intellectual foundation for AI systems. Google purchased the rights to this neural network tech to the tune of $44 million, which also propelled Dr Hinton to receive the Turing Award in 2018, considered the Nobel Prize of computing.

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Yet now, Dr Hinton has packed in the day job at Google to join a chorus of anxious experts demanding a rollback of AI research until more robust safety measures are designed and deployed. Dr Hinton told the BBC: ‘Right now, they’re not more intelligent than us, as far as I can tell. But I think they soon may be.’

While many look upon AI as a natural technological development akin to the internet that could lead to exciting breakthroughs for humanity, there are growing fears that AI is a Pandora’s box. Reflecting on the effects of his work, Dr Hinton said: ‘I console myself with the normal excuse: If I hadn’t done it, somebody would have,’ as he admitted, ‘it is hard to see how you can prevent the bad actors from using it for bad things.’

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The scientist went on to warn that AI could be taught to ‘create sub-goals like “I need to get more power”’, and be harnessed by nefarious actors to wreak havoc. With innovation driven forward by the unstoppable competition between behemoths like Google and Microsoft, Dr Hinton warned innovation will only increase exponentially in the coming years.

There are those who are trying to apply the brakes to this runaway train. In March, an open letter was signed by over 1,000 tech leaders and researchers, including Elon Musk and fellow Turing Award winner Yoshu Bengio, calling for a six-month moratorium on AI development. A few days later, 19 leaders of the Association for the Advancement of Artificial Intelligence released their own letter on the risks of AI. The signatures included that of Eric Horvitz, chief scientific officer at Microsoft.

The main outcry over AI lies in its ability to create and disseminate false news and images, which the public may find increasingly hard to identify. AI also poses a threat to academia and careers (see: Tatler’s foray into the world of ChatGPT). Dr Hinton believes that AI will fundamentally disrupt the workplace and take over the ‘drudge work’.

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However Google’s chief scientist, Jeff Dean, offered words of comfort, adding: 'We remain committed to a responsible approach to AI. We’re continually learning to understand emerging risks while also innovating boldly.’

This breakthrough led to Google acquiring the rights to Hinton's neural network technology for $44 million, marking a significant milestone in the commercialization of AI.

Hinton's contributions to deep learning earned him the Turing Award in 2018, often referred to as the 'Nobel Prize of Computing,' solidifying his legacy in the field.

Which prestigious award did Hinton receive in 2018 for his work on neural networks?

His research laid the groundwork for many of the AI systems that power technologies like computer vision, large language models, and tools such as ChatGPT.

Title:

Content: Geoffrey Hinton, the godfather of AI, said after leaving Google that artificial intelligence is becoming smarter than humans.
2023 / 5 / 3 16: 46: 16 Source: IT House Author: Yuanyang Editor: Yuanyang
IT home May 3 news, one of the pioneers in the field of artificial intelligence, known as the "godfather of AI" Geoffrey Hinton (Geoffrey Hinton) recently announced that he has left the Google company he worked for ten years, because he is increasingly worried about the development of artificial intelligence technology.
In an interview with CNN's Jake Tapper today, he said that he believes artificial intelligence is becoming smarter than humans, and he wants to "blow the whistle" to remind people that they should seriously consider how to prevent artificial intelligence from controlling humans.
I'm just a scientist who suddenly realizes that these things are becoming smarter than we are, "Hinton said." I want to 'blow the whistle' in a way that says we should seriously worry about how to stop these things from taking control of us. "
Hinton was a pioneer in neural network technology, and his research laid the foundation for the artificial intelligence systems used in many products today.
IT House previously reported that he first revealed his departure in an interview with The New York Times on Monday and expressed his concerns about the potential harms of AI technology.
He said he was concerned that AI would lead to mass unemployment and create a world where many people “can ’ t know what ’ s real. ”
He also noted that the pace of advances in AI technology has far exceeded his and others ’ expectations.
If it becomes much smarter than us, it ’ s going to be very good at manipulating because it ’ s learned from us, and there are very few examples of a smarter thing being controlled by a dumber thing, ” Hinton told Tapper on Tuesday.
It will figure out ways to manipulate people into doing what it wants.
Hinton isn ’ t the only tech leader to express concerns about AI, and in March, a group of community members published a letter calling on AI labs to suspend training for at least six months on the most powerful AI systems, citing “profound risks to society and humanity. ”
Apple co-founder Steve Wozniak, one of those who signed the letter, reiterated concerns about artificial intelligence spreading false information on “CNN Morning ” on Tuesday.“ Deception will become easier for those who want to cheat you. ” Wozniak told CNN, “We ’ re not making any changes in that — we ’ re just assuming that our existing laws will fix the problem. ” Wozniak also said there may be a need for“ some type ” of regulation.
Hinton said he did not sign the petition. “I don ’ t think we can stop this progress, ” he said.“ I didn ’ t sign the petition saying we should stop studying artificial intelligence, because if the Americans stop doing research, the Chinese won ’ t. ” But he admitted that he didn ’ t have a clear solution, “I don ’ t know if we can solve this problem. ”
I believe we should try to think about ways to solve the problem.
I don't have a solution at the moment. '
Related articles
Key word: artificial intelligence
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Which AI system demonstrates the foundation laid by Hinton's pioneering research in deep learning and neural networks?

One of Hinton's students, Ilya Sutskever, went on to co-found OpenAI and played a key role in the development of ChatGPT, further extending Hinton's influence on the AI landscape.

Which AI system demonstrates the foundation laid by Hinton's pioneering research in deep learning and neural networks?

In May 2023, Hinton made headlines by resigning from Google after a decade, citing growing concerns about the rapid and potentially dangerous development of artificial intelligence.

Title:

Content: Artificial intelligence is more than just a technological marvel.
Undoubtedly, artificial intelligence has become the preoccupation of most governments in developed countries, recognizing that the world stands at the dawn of a new era, which will change the life of humanity and the way it lives and works in a large number of different fields and sectors, while recognizing that the dangers of this era also remain unknown.
It is no exaggeration to say that the world has already entered a new phase of the race in artificial intelligence technology, but if no rules are put in place for this race, it may get out of control and threaten the entire planet because it raises many risks and security and ethical threats due to the increasing dependence on it.
It is no coincidence that the biggest investments in it by the two rival giants, the United States and China, are in this area.
The massive applications of AI are a prelude to a soft war between machine and human, and the resignation of Geoffrey Hinton — dubbed “the godfather of artificial intelligence ” from Google in early May 2023 — can only be read in the context of the“ alarm bell ” that alerts humanity to the many dangers associated with AI.
It is estimated that about 800 million people will lose their jobs in the coming years as tech giants develop a new generation of digital humans that will outperform human workers and professionals, and some scientists even predict that artificial intelligence will replace humans in 99% of jobs within the next two decades.
AI isn ’ t just an economic issue, it ’ s not just a robot — Alexa and Amazon — that serves you at home or revises your multiplication schedule with your kids, or that technology that establishes a new medical revolution, or education and industry, or driverless vehicles; it ’ s also a tool of control and influence through rising military and defense technology.
It is no coincidence that the biggest investments in it by the two rival giants, the United States and China, are in this area.
The whole world knows Google, Microsoft, Amazon, and only some know equally important Chinese Alibaba, Baidu, and Tencent, not counting the specialized search centers associated with them.
Two decades ago, talk of the ambitions of artificial intelligence and robotics as an alternative to the human mind — or at least the training of a machine to do what a human, worker, or employee does in life — was either underestimated by non-specialists and interested people, while the other side of specialists saw it as nothing more than a form of science fiction or Hollywood fantasy.
Today, the world is cautiously watching the development of competition in this field, "artificial intelligence", because whoever leads it, will take control of the fifth industrial revolution.
As we approach the beginning of a new era, the future of AI is on the horizon with vast potential and diverse depth.
In this rapidly evolving context, artificial intelligence has become not just an amazing technology, but a critical pillar of a future that was once science fiction.
From cutting-edge algorithms that support our daily digital interactions, to the emerging worlds of autonomous vehicles and advanced robotics, AI is reshaping our world in unique ways.
Rather than just a narrative of technological capabilities, the future of AI represents a complex interaction involving innovation, its broad impact on society, and ethical responsibility.
In this rapidly evolving landscape, AI today is not just a technological marvel — with global spending on AI projected to reach around $300 billion by 2026 — but a pivotal architect of the once-science-fiction future.
Taking into account that there is a vast boom in the technologies and applications of artificial intelligence, which will lead to rapid shifts in the labor markets, and create more concerns about competition between humans and those applications, amid competition and a feverish race between companies of technology giants to develop advanced technologies, which can continue the revolution made by artificial intelligence in global markets.
The question remains, where are the Arabs from this scene?
It is true that the Global AI Index from Tortoise Intelligence has placed Saudi Arabia, the UAE, Qatar and Bahrain in the top ranks in the Arab world as countries with a footprint in this field, but many Arab countries are still shy in adopting AI, as if they are separate from reality at different levels.
The future economy is a knowledge economy (technical-digital), and if countries remain far from what is happening in the world of artificial intelligence and its applications, they will be separate from this reality, and far from what is happening at the level of the fourth industrial revolution.
Are we doing it?
The views expressed in this article are those of the author and do not necessarily reflect the editorial position of Al Jazeera.

Hinton's resignation was widely interpreted as an 'alarm bell,' signaling the urgent need to address the ethical and societal risks posed by AI.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Why did Hinton leave Google when he helped develop AI but later grew concerned about its dangers?

He expressed fears about the rapid advancements in AI, particularly with systems like GPT-4, which he believes are moving toward a level of intelligence far beyond human expectations.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

What future risk did Hinton warn about AI?

Hinton highlighted that GPT-4's knowledge is approximately 100 times greater than that of any human, suggesting it may operate on a superior learning algorithm.

What future risk did Hinton warn about AI?

He also noted that artificial neural networks have the unique ability to share knowledge instantaneously among systems, unlike humans who must teach each other individually.

What breakthroughs has Hinton achieved through his 40+ years of work on artificial neural networks?

Breakthroughs that mimic biological brains

Hinton described these networks as a 'new, better intelligence' that fundamentally differs from human cognition, raising questions about their long-term implications.

He warned that if AI becomes significantly smarter than humans, it could manipulate people by learning from human behavior, potentially leading to harmful outcomes.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Poses ethical risks
Becomes uncontrollable

Hinton expressed concerns that AI systems might eventually develop sub-goals, such as seeking more power, which could result in dangerous and unintended consequences.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Poses ethical risks
Becomes uncontrollable

He also raised alarms about the societal impacts of AI, including its potential to manipulate elections, wage wars, and spread false information.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

What does Hinton warn "bad actors" could use AI for?

To win wars or manipulate the electorate.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

What risks did Hinton associate with AI's rapid advancement?

Misuse in elections
Misinformation
Misuse in warfare

Hinton emphasized the risk of widespread job losses due to AI, warning that the technology could disrupt human life trajectories and fundamentally alter labor markets.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What risks did Hinton associate with AI's rapid advancement?

Economists predict that AI could automate up to 300 million jobs globally, with 14 million positions potentially disappearing in the next five years alone.

Title:

Content: Mark Woods: Is orange the color of progress on Jacksonville riverfront? Let's hope so.
GUEST

Retired engineering dean: Urgent steps needed to mitigate catastrophic potential of AI

Dr. Suresh Chandra
Guest columnist

In historical terms, not many topics have attracted as much attention as artificial intelligence has in the past year. Catastrophic predictions by experts in this revolutionary field have propelled them to urge governments and technology corporations to urgently put in place regulations and guidelines to ensure that pernicious effects of AI are avoided.

Geoffrey Hinton, “the godfather of AI,” recently made headlines as he left Google after a long association so he could sound the alarm about AI’s ability to outsmart humans and spawn devastating problems for mankind’s existence. Sam Altman, CEO of ChatGPT maker OpenAI, appeared before the U. S. Congress in May and articulated the same concern. He has recently embarked on a whirlwind tour of Asian and European countries to share his anxiety regarding AI and recommend urgent action in his meetings with political and technical leaders there.

Altman is one of the dozens of top experts and industry leaders to warn about the existential threat to humanity presented by AI in the next five to 10 years. They strongly feel that “mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.”

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This also reflects the view of a large number of participants in the Yale CEO Summit in June.

In May top U.S. and European officials met in Sweden to discuss oversight of AI and pledged to help establish voluntary codes of conduct. The European Union plans to place new requirements on high-risk AI in socioeconomic processes, the government use of AI and the regulated consumer products with AI systems.

Unfortunately the U. S. Congress, despite dire warnings, has been reluctant to come up with needed legislation for fear of alienating key corporations. Not surprisingly, some prominent U.S. corporations have expressed reservations about the drastic steps that the European Union has decided to implement.

The rise of AI has led many economists to issue stern warnings regarding our labor market. As many as 300 million jobs around the world could eventually be automated, according to Goldman Sachs. Some 14 million positions could disappear in the next five years alone. Even the jobs that survive will quite possibly not look much like the jobs of today.

Other potentially harmful outcomes include social surveillance (gathering data on citizens’ activities, relationships and political views), widening socioeconomic inequality, autonomous weapons powered by AI, financial crises brought about by AI algorithms and ransom/extortion threats through manipulation of voice and photos.

The beneficial impact of AI technology in the past decade is manifest in smartphone photos; facial recognition software; numerous medical applications, such as analyzing MRI scans, spotting lung cancer or managing mental health issues; understanding by farmers of crop yields; popular apps like Google Maps; use of speech recognition to translate words from one language to another; advances in social networks (Facebook, Instagram, Twitter, Amazon’s Alexa, Apple’s Siri and Google Assistant); and creating musical compositions or paintings.

Inevitably, AI technology is expected to bring more opportunities in jobs and industries that weren’t previously possible. Thus, one of the most promising aspects of AI is expected to be our entry into a golden age of human possibility, technological development and economic growth.

The above-stated amazing AI-related progress notwithstanding, the potential for destruction of the societal structure is a grave threat and must be avoided. It is imperative that the world develop national and international regulations for AI without delay. The creation of organizational standards for applying AI, making it part of company culture and discussions — as well as infusing humanities perspectives in technology development — are part of this all-important process.

Suresh Chandra, Ph.D., is professor emeritus and former dean of the College of Engineering at North Carolina A&T State University. He lives in Ponte Vedra.

This guest column is the opinion of the author and does not necessarily represent the views of the Times-Union. We welcome a diversity of opinions.

What risks did Hinton associate with AI's rapid advancement?

Some experts estimate that AI could replace humans in 99% of jobs within the next two decades, creating unprecedented challenges for employment and economic stability.

What risks did Hinton associate with AI's rapid advancement?

Hinton also highlighted the risks of AI being used in military applications, such as autonomous weapons, and its potential to exacerbate social surveillance and inequality.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

What risks did Hinton associate with AI's rapid advancement?

What severe risks did the March 2024 report warn about advanced AI models?

Development of uncontrollable human-targeting weapons

In response to these concerns, over 1,000 tech leaders and researchers, including Elon Musk and Yoshua Bengio, signed an open letter in March 2023 calling for a six-month pause on AI development.

What did the open letter signed by thousands, including Elon Musk, call for in response to AI risks highlighted by Hinton?

Six-month pause on AI systems more powerful than GPT-4

The letter emphasized the need to address the risks AI poses to society and humanity, urging for a more cautious approach to its advancement.

What did Hinton, the renowned British-Canadian expert reveal about AI that caused widespread concern?

Exposed serious AI risks, shocking the tech world and affecting major company stocks.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

What risks did the global summit report highlight about AI?

Creating malicious software for cyberattacks, potentially posing an existential threat if humans lose control.

However, Hinton did not sign the petition, arguing that halting progress in one country would not prevent advancements in others, such as China.

Sam Altman, CEO of OpenAI, has echoed similar concerns, advocating for urgent action to mitigate the risks associated with AI during meetings with global leaders.

What did Sam Altman admit about ChatGPT and the potential risks of AI?

Advanced AI could pose an existential risk to humanity.

The European Union has proposed new regulations to impose stricter requirements on high-risk AI applications in socioeconomic processes, government use, and consumer products.

In the United States, Congress has been hesitant to legislate AI oversight, partly due to concerns about alienating major corporations in the tech industry.

Hinton has urged governments, companies, and developers to carefully consider how to develop AI technology safely, emphasizing the importance of ethical guidelines and regulations.

Title:

Content: The father of artificial intelligence warns that robots will surpass humans in five years
Monday ، 09 October 2023 02: 15 PM
Jeffrey Hinton
Written by: Nihal Abu Al-Saud
Leave a comment and read the comments of the readers.
Jeffrey Hinton, nicknamed “the godfather of artificial intelligence, ” has called on governments, companies and developers to think carefully about how best to develop the technology safely.
According to CBS, Hinton believes that AI has the potential to bring good and harm and said that now is the time to conduct experiments to understand AI and pass laws to ensure the technology is used ethically.
Hinton warned that AI has the potential to replace humanity one day, saying: “I ’ m not saying it ’ s going to happen if we can stop them from wanting it, it ’ s going to be great, but it ’ s not clear that we can stop them from wanting it. ”
For now, Hinton believes AI is intelligent and that systems can understand and think, but not like humans.
But he warned that there is a good chance that AI models such as ChatGPT will be able to think better than humans.
Hinton believes AI will lead to increased productivity and efficiency, but he is concerned about the potential risk that many people may lose their jobs because of AI, and there may not be enough jobs to replace lost jobs.
He is also concerned about fake news adopted by AI, how biased AI can harm people looking for jobs, and law enforcement ’ s use of technology and autonomous robots on the battlefield.
Hinton said he believes AI systems will eventually have self-awareness and awareness, adding: “I think we ’ re moving into a period where we may have, for the first time ever, things that are smarter than us. ”
Despite his concerns about the potential dangers of AI, Hinton said he has no regrets, in part because of the huge potential the technology has for good.
“We ’ re entering a period of great uncertainty, where we ’ re dealing with things we ’ ve never dealt with before and usually, the first time you ’ re dealing with something completely new, you misunderstand it, ” he said.
We can ’ t afford to be wrong about these things. ”
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What does Hinton warn could happen to AI if companies and regulators fail to implement effective rules and controls?

Despite his concerns, Hinton acknowledged the significant potential of AI for positive impacts, such as advancements in medical diagnostics, crop yield analysis, and creative applications like music and art generation.

He hopes to focus on AI safety and philosophical discussions about its implications, aiming to contribute to a more balanced and thoughtful approach to its development.

Why did Hinton leave Google when he helped develop AI but later grew concerned about its dangers?

Hinton has also warned that society is entering a period of great uncertainty, as it grapples with the unprecedented challenges posed by AI.