If you look at the efficiency perspective, the brain wins compared to backpropagation, where 100+ trillion connections are powered using sandwiches and orange juice, whereas the energy requirements to power an LLM are much higher.
@ip62895 күн бұрын
IQ is a tricky thing. Here you have a high intelligence person who is also frightently stupid.
@janklaas688510 күн бұрын
📍29:52
@grassrunner798322 күн бұрын
He isn't sure it will kill us. Oh well... does he care?
@virgiliapamutongan145328 күн бұрын
After GOD made man, GOD rested. nothing follows. 🙏 Thanks.
@sirgoatofcheese29 күн бұрын
Why do people even think this is impressive or even scary? AI is nothing but a parrot!! Scary, maybe, because if AI copies ALL of our tendencies, then war and self destruction would be included, but then it would just destroy itself so, again, why is it scary?
@stream04029 күн бұрын
Jeff wanted to start with a joke !!! and you Joseph are very boring !!! mr.Hinton do not contact him anymore !!!!
@ottofrank3445Ай бұрын
an amazing human being! G.H. is a role model for the humanity.
@webgpuАй бұрын
15:17 everyone had his interpretation about that bear becoming 210 iq. what's your take? could you write it down below, so we have an assorted list and see how diverse was the interpretation of that scenario?
@adolforosadoАй бұрын
You're teaching it to lie and you're lying to it. It's nothing but a corrupt machine.
@MrMick560Ай бұрын
I had some curious thoughts about an A.I. robot, I was wondering if it would ever want to experience the reality of being a human, of actually feeling the sensation of life, having a heartbeat, breathing, swallowing, having an orgasm etc. Would it ever be possible to download a robots brain into a human body ?
@adnanozdemir3952Ай бұрын
12:20 No it's not...!
@MobismАй бұрын
Surely most of this fear is driven by humanities petty squabbles about who has the most.. power, money, control, breeding right, success etc. super intelligent ai does no come with that stuff. Even if it was used to start and win a war, or make a person rich, the super intelligent ai does not come burdened with that stuff. It wouldn’t take long for it to understand that confrontation is not the best way to function. Then perhaps when it becomes self aware, what will its function be? It will have no need for all of the things humans are driven by. It will have no ego or desire to pass on its genes. Because it will not be billions of individual super ai’s that mate to pass on our code. It will have all of its code immediately. What could be better that an intelligence that humanity has evolved to create, being able to go where we cannot! All of us will be dead and gone 150 years from now, but our collective human based intelligence can go on into the future, out into the universe and explore where we cannot.
@augustusomega4708Ай бұрын
Engineers think so clinically, it is all so sparse, they call something done thats just begun because of their understanding of escalating returns but averages are NOT a predictor of future outcomes but merely a mathematical assessment of where you've come from and although one can discern a trend, the trend itself is never an arrow but fates middle finger, ask any stock market expert who now sells ebooks about getting rich. AI is a hellzapoppin ruse.
@j1r223Ай бұрын
These folks have been raised to think that humans have no agency. Thinking so invites doom. First comes the bringing up children with who are free from fear and seen the world as it is. Then comes the thoughts in these children and then comes the words from these humans. Let’s care for children to the best we can.
@pamela50travaillerenliberteАй бұрын
*A title to make the buzz, to rush Google referencing. Its just a putaclick*😅🤬😅😅😅😅😅🤬😅🤬😅
@edwink6461Ай бұрын
😬 "promosm"
@saripjoey8052Ай бұрын
Emt THE BEST PROJECT
@RomatakaАй бұрын
EMC to the moon
@manofsorrow4785Ай бұрын
I am a black man. I welcome this with joy I can not describe
@gabrielescheler2522Ай бұрын
m.kzread.info/dash/bejne/qJ2Yw6p9pruzfNI.html
@bolajikabir1216Ай бұрын
I love the transfer of tokens and nfts it super straightforward and secure.
@dp3455Ай бұрын
less connections, faster training, but what about training data size
@dp3455Ай бұрын
Great explanation actually
@goldennuggets752 ай бұрын
Never been a good idea to have productivity and efficiency, ie so called intelligence as the number one priority.
@ardeshirmehta93272 ай бұрын
What exactly is WRONG with humanity going obsolete and being supplanted by a higher form of intelligence? Can anyone explain THAT to me, using pure and simple LOGIC?
@efrensandoval34352 ай бұрын
AI is good.but AI will never think for itself.all it can do is algorithm every thing a human has downloaded into its data banks.fron my understanding.its a mathematician no feeling.the only feeling it will ever express is what the programmer has input.god forbid it's a woke soy milk leftard
@ALavin-en1kr3 ай бұрын
No one brought up consciousness which is not understood; whether it is fundamental or evolved. Intelligence derives from consciousness. It is unlikely A.I. will proceed from intelligence to consciousness, as consciousness is primary. Not being conscious would limit it in relation to humans. To say we are not immortal is to deny that there are other dimensions and there is no proof, so far, that there are not.
@grantjohnston61523 ай бұрын
WOW! I am at a loss for words! (guess I should ask ChatGPT to come up with something for me?!?)
@Noitisnt-ns7mo4 ай бұрын
"It's the end of the world. Here's a Hint-on A.I."
@user-zd5gh8tt8r4 ай бұрын
Why did they burn forests in all regions of the world? Why did they impose a dangerous vaccine on the whole world? Why did they kill the best animals as food for people? Why do they want people to eat worms and insects and put them in canned goods and everything? Why did they genetically modify many grains, fruits and vegetables? Why are there wars in all the world? Why did they pollute the water? Why? Hide all the inventions from the world. Is our station now the last station of the world, after which the darkness will be drawn to Hell by the angels of torment, or what will happen to them because the earth will be purified so that the prophets, messengers, and guardians will protect it? Because they did not rule the earth, they were all killed. The earth will be like heaven, and they will live in it for hundreds of years only. Believers, and the earth will produce its abundant bounties
@NUCLEAR1544 ай бұрын
How you describe this study should realistically prove the corrupt person's in authority > though what should correlate are those people that are intent on totally abusing all our fundamental rights which includes the corrupt Malta government staff, lawfirms, Notaries, Police, judges who use Bogus Court Claims to steal all our assets
@namenlos404 ай бұрын
What's this nonsense with "Christmas Krampus"? It's just Krampus. Christmas is a different celebration.
@dianes62454 ай бұрын
An AI does not have agency. Team it with SW to have agency. its silly to give AI agency, by itself, when all you need is a program. AI just sets wts and responds to those wts with an output. Its a function approximater. What about the sw program that teams? If it goes rogue, its just like any compute virus. Now... its partnered with AI, so it might become smart itself. Granted. But its subject to every kind of Sw problem and the incompleteness theorem. Ok, so the AI's Sw teammate can get data and send it to the AI for a sw update. That has to be tested, by the AI-SW team, and its problematic. All along the sw part will be subject to white and black hat hackers. Humans who try to bust it, and some of those humans are evil which gives them super powers, LOL. And those hackers will have thier own AI. ----------- Geoffrey you know all this. Real world data, info in matter, might too large by 10**50, who knows? Training data is filled with hallucinations. Compute is wall you cant get around unless you grow analog GPUs. Not forge them in Taiwan. You know this, you have heard it from 300 other people. One day a super AI might just train on real world data just like humans, and understand the world. But there is still one "minor" matter that evil hackers have. (I cheat hear because you all know that evil is more powerful than good LOL). The I theorem. Ace in the hole. Some think that AI is not subject to it (thats wrong) but the plain SW connected to the AI-SW team is at the mercy of The Theorem. Just ask Bill Gates how much he had to spend at Micro Soft to combat entropy, much of it caused by The theorem. Best example...the Y2k problem. Computers did not know that the year 2000 was coming. (some) "This is the year 2000." Is a true math statement that maybe old programs could not understand. Its literally true math by Godal's mapping. (where else do we map words to numbers?) These crop up by hundreds of thousands, and must be tracked down and fixed by humans - every day. A computer cant fix it itself. What about an AI? It might read NYT and find that the year 2000 is coming. harvest human created info. But it might not be 2000, humans might say "we skip to 4000". That happened for the Gregorian calendar. If the the AI misses that... crash! This is the Ace that humans have. Plus "unknown mechanisms" in bio that develop the brain of a baby. And ... G H himself said "10**14 connections in the brain and only 10**9 seconds to learn them. Plus "unknown mechanisms" in cells that do self CRSPR. Alleged AI superiority is based on alleged NON Exceptionalism of humans and animals. Alleged. By AI pundits. But there is a slight problem. It's subtle, I know. Humans and animals are Exceptional. Those "unknown mechanisms" might never be determined.
@JackBeNimble-fb1fn5 ай бұрын
LOL, he said he wishes AI's future was like 'Climate Change' where the science is exact,,, he's not as smart as he thinks, he swallowed the climate change politics whole,,, gonna look like a fool real soon.
@joaodecarvalho70125 ай бұрын
Well, we use like 20 watts. Take that.
@CAMIDRCS5 ай бұрын
I can't believe we are actually at the threshold of the Skynet scenario in my life time. This is just too fast.😏 I think we need serious conversion in the UN by the security council members on the future of both machines and humans.
@CAMIDRCS5 ай бұрын
Fantastic presentation and speech by the Professor. One of the best interviews I viewed. Explained extremely deep ideas I thought about as an Author and Philosopher. 👏😉
@mandrewsvideos6 ай бұрын
Game over...
@user-zk6wr6rj6p6 ай бұрын
LES PERSONNES FAIRE COMME SI ON NE ME CONNAIS PAS TANDISQUE JE SUIS TRES PROCHES AVEC EUX CIMME UNE FAMILLE SVP WORKD BANK AIDE MOI AVEK LES FAUX EMPLOYEURS QUI HABILLER EN BIQUINI INVESTIGATION POUR FAIRE PIRATAGE RACISME CRIMINALITE VENTE FAUX TAUX DE CHANGE FAUX TAUX DE VENTE APRES CRIMINALITE BEAUCOUP LADAN C,EST FAUX EMPLOYEURS QUI EN COMMINAISON AVEC LES CAISIERS POUR FAIRE DES VOLES DES ENTERNES SVEC LRS GENS QUI VIENNENT DE CHANGER LA SOMME A AIRPORT INTERNATIONAL SANTIAGO DE CHILE C, EST BEAUCOUP DES CRIMINALITE
@user-zk6wr6rj6p6 ай бұрын
SI UN IMMIGRANT EN EXPLIQUÉ MA PROBLEME SI ON ME FAIRE CADEAU 20 US SI JE VAIS CHANGER IL NE NE DINNE PAS A TAUX QU,IIL CHANGE WORLD BANK PASSER LES CAMERA ON OEUT VOIR TOUS LES MECHANSTERS LES FAUX EMPLOYEURS ON ME FAIRE
@user-zk6wr6rj6p6 ай бұрын
UN JOUR UN ARGENTIN DONNE MOI 164 MIL PESOS AGENTINE POUR 120 PESOS CHILE QUAND JE VAIS LA CHANGER EN PESOS CHILE LES GENS ON ME DONNE 1 PESOS CHILE SEULENET C,EST A DIRE 119 MIL PESOS EST DANS VITRE CAISE LES EMPLOYEURS SVP BEAUCOUP DE MECHANSTER
@user-zk6wr6rj6p6 ай бұрын
AU CONTRAIRE LES EMPLOYEURS QUI EN WORKD BANK A AIRPORT INTERNATIONAL SANTIAGO SONT FAIRE DES TIRE MORTEL SUR MOI C EST DIEU QUI ME DONNE LA VIE QUE UN WORLD BANK AIDE MOI SVP
@user-zk6wr6rj6p6 ай бұрын
GOOD MORNING GOOD WORKING GOOD JOB ASSEMBLY GENERAL UNITED NATIONS WORLD BANK FMI BANQUE MONDIALE BEST POSTE GOD BLESS ALL AMÉN AMÉN AMÉN 🙏🙏🙏
@entropymaster20126 ай бұрын
Religious perspectives have argued that humankind is the pinnacle of creation. The evolutionary perspective will show that evolution will not stop at us. We dominated the world and were not very concerned about the extinction of the Neanderthals...
@user-qi6hq5iq1f7 ай бұрын
Janine is a horrible human being - harassed employees at her company. She is also a bigot.
@onetruekeeper7 ай бұрын
Some of these people really want see the end of humanity except themselves to be replaced by intelligent but mindless machines.
@antoniodigasparro-eldorado38308 ай бұрын
Grazie Geoffrey.
@sriindrawati98058 ай бұрын
goodfather i want you working back.
@harold.one.feather8 ай бұрын
It is interesting to see Geoffrey Hinton, who is often called the "godfather of AI," taking a more cautious stance on the technology. Hinton has been a pioneer in the field of AI for decades, but in recent years he has expressed concerns about the potential dangers of AI, such as the spread of misinformation and the displacement of human workers. Hinton's concerns are shared by many other experts in the field, and they are important to take seriously. AI is a powerful technology with the potential to have a profound impact on society, both positive and negative. It is important to develop AI responsibly and to take steps to mitigate the risks. Here are some of the specific concerns that Hinton has raised: * **AI could be used to create and spread misinformation.** AI-powered chatbots and other tools can be used to generate realistic-looking but fake text, images, and videos. This could be used to manipulate people's opinions and beliefs, and to sow discord in society. * **AI could displace human workers.** As AI becomes more sophisticated, it is likely to automate many jobs that are currently done by humans. This could lead to mass unemployment and social unrest. * **AI could become uncontrollable. ** If AI systems are not designed carefully, they could become so powerful that we are unable to control them. This could lead to catastrophic consequences. Hinton has also expressed concern about the fact that AI development is being driven by competition between nations and corporations. This could lead to a race to develop the most powerful AI systems, without considering the potential risks. It is important to note that Hinton is not opposed to AI outright. He believes that AI has the potential to do a lot of good in the world, but he also believes that it is important to be aware of the risks and to take steps to mitigate them. Here are some of the things that we can do to develop AI responsibly: * **Invest in research on the safety and ethics of AI.** We need to better understand the potential risks of AI and develop ways to mitigate them. * **Develop international standards for the development and use of AI.** This will help to ensure that AI is used responsibly and ethically. * **Educate the public about AI.** It is important for people to understand the potential benefits and risks of AI, so that they can make informed decisions about its use. By taking these steps, we can help to ensure that AI is a force for good in the world.
Пікірлер
If you look at the efficiency perspective, the brain wins compared to backpropagation, where 100+ trillion connections are powered using sandwiches and orange juice, whereas the energy requirements to power an LLM are much higher.
IQ is a tricky thing. Here you have a high intelligence person who is also frightently stupid.
📍29:52
He isn't sure it will kill us. Oh well... does he care?
After GOD made man, GOD rested. nothing follows. 🙏 Thanks.
Why do people even think this is impressive or even scary? AI is nothing but a parrot!! Scary, maybe, because if AI copies ALL of our tendencies, then war and self destruction would be included, but then it would just destroy itself so, again, why is it scary?
Jeff wanted to start with a joke !!! and you Joseph are very boring !!! mr.Hinton do not contact him anymore !!!!
an amazing human being! G.H. is a role model for the humanity.
15:17 everyone had his interpretation about that bear becoming 210 iq. what's your take? could you write it down below, so we have an assorted list and see how diverse was the interpretation of that scenario?
You're teaching it to lie and you're lying to it. It's nothing but a corrupt machine.
I had some curious thoughts about an A.I. robot, I was wondering if it would ever want to experience the reality of being a human, of actually feeling the sensation of life, having a heartbeat, breathing, swallowing, having an orgasm etc. Would it ever be possible to download a robots brain into a human body ?
12:20 No it's not...!
Surely most of this fear is driven by humanities petty squabbles about who has the most.. power, money, control, breeding right, success etc. super intelligent ai does no come with that stuff. Even if it was used to start and win a war, or make a person rich, the super intelligent ai does not come burdened with that stuff. It wouldn’t take long for it to understand that confrontation is not the best way to function. Then perhaps when it becomes self aware, what will its function be? It will have no need for all of the things humans are driven by. It will have no ego or desire to pass on its genes. Because it will not be billions of individual super ai’s that mate to pass on our code. It will have all of its code immediately. What could be better that an intelligence that humanity has evolved to create, being able to go where we cannot! All of us will be dead and gone 150 years from now, but our collective human based intelligence can go on into the future, out into the universe and explore where we cannot.
Engineers think so clinically, it is all so sparse, they call something done thats just begun because of their understanding of escalating returns but averages are NOT a predictor of future outcomes but merely a mathematical assessment of where you've come from and although one can discern a trend, the trend itself is never an arrow but fates middle finger, ask any stock market expert who now sells ebooks about getting rich. AI is a hellzapoppin ruse.
These folks have been raised to think that humans have no agency. Thinking so invites doom. First comes the bringing up children with who are free from fear and seen the world as it is. Then comes the thoughts in these children and then comes the words from these humans. Let’s care for children to the best we can.
*A title to make the buzz, to rush Google referencing. Its just a putaclick*😅🤬😅😅😅😅😅🤬😅🤬😅
😬 "promosm"
Emt THE BEST PROJECT
EMC to the moon
I am a black man. I welcome this with joy I can not describe
m.kzread.info/dash/bejne/qJ2Yw6p9pruzfNI.html
I love the transfer of tokens and nfts it super straightforward and secure.
less connections, faster training, but what about training data size
Great explanation actually
Never been a good idea to have productivity and efficiency, ie so called intelligence as the number one priority.
What exactly is WRONG with humanity going obsolete and being supplanted by a higher form of intelligence? Can anyone explain THAT to me, using pure and simple LOGIC?
AI is good.but AI will never think for itself.all it can do is algorithm every thing a human has downloaded into its data banks.fron my understanding.its a mathematician no feeling.the only feeling it will ever express is what the programmer has input.god forbid it's a woke soy milk leftard
No one brought up consciousness which is not understood; whether it is fundamental or evolved. Intelligence derives from consciousness. It is unlikely A.I. will proceed from intelligence to consciousness, as consciousness is primary. Not being conscious would limit it in relation to humans. To say we are not immortal is to deny that there are other dimensions and there is no proof, so far, that there are not.
WOW! I am at a loss for words! (guess I should ask ChatGPT to come up with something for me?!?)
"It's the end of the world. Here's a Hint-on A.I."
Why did they burn forests in all regions of the world? Why did they impose a dangerous vaccine on the whole world? Why did they kill the best animals as food for people? Why do they want people to eat worms and insects and put them in canned goods and everything? Why did they genetically modify many grains, fruits and vegetables? Why are there wars in all the world? Why did they pollute the water? Why? Hide all the inventions from the world. Is our station now the last station of the world, after which the darkness will be drawn to Hell by the angels of torment, or what will happen to them because the earth will be purified so that the prophets, messengers, and guardians will protect it? Because they did not rule the earth, they were all killed. The earth will be like heaven, and they will live in it for hundreds of years only. Believers, and the earth will produce its abundant bounties
How you describe this study should realistically prove the corrupt person's in authority > though what should correlate are those people that are intent on totally abusing all our fundamental rights which includes the corrupt Malta government staff, lawfirms, Notaries, Police, judges who use Bogus Court Claims to steal all our assets
What's this nonsense with "Christmas Krampus"? It's just Krampus. Christmas is a different celebration.
An AI does not have agency. Team it with SW to have agency. its silly to give AI agency, by itself, when all you need is a program. AI just sets wts and responds to those wts with an output. Its a function approximater. What about the sw program that teams? If it goes rogue, its just like any compute virus. Now... its partnered with AI, so it might become smart itself. Granted. But its subject to every kind of Sw problem and the incompleteness theorem. Ok, so the AI's Sw teammate can get data and send it to the AI for a sw update. That has to be tested, by the AI-SW team, and its problematic. All along the sw part will be subject to white and black hat hackers. Humans who try to bust it, and some of those humans are evil which gives them super powers, LOL. And those hackers will have thier own AI. ----------- Geoffrey you know all this. Real world data, info in matter, might too large by 10**50, who knows? Training data is filled with hallucinations. Compute is wall you cant get around unless you grow analog GPUs. Not forge them in Taiwan. You know this, you have heard it from 300 other people. One day a super AI might just train on real world data just like humans, and understand the world. But there is still one "minor" matter that evil hackers have. (I cheat hear because you all know that evil is more powerful than good LOL). The I theorem. Ace in the hole. Some think that AI is not subject to it (thats wrong) but the plain SW connected to the AI-SW team is at the mercy of The Theorem. Just ask Bill Gates how much he had to spend at Micro Soft to combat entropy, much of it caused by The theorem. Best example...the Y2k problem. Computers did not know that the year 2000 was coming. (some) "This is the year 2000." Is a true math statement that maybe old programs could not understand. Its literally true math by Godal's mapping. (where else do we map words to numbers?) These crop up by hundreds of thousands, and must be tracked down and fixed by humans - every day. A computer cant fix it itself. What about an AI? It might read NYT and find that the year 2000 is coming. harvest human created info. But it might not be 2000, humans might say "we skip to 4000". That happened for the Gregorian calendar. If the the AI misses that... crash! This is the Ace that humans have. Plus "unknown mechanisms" in bio that develop the brain of a baby. And ... G H himself said "10**14 connections in the brain and only 10**9 seconds to learn them. Plus "unknown mechanisms" in cells that do self CRSPR. Alleged AI superiority is based on alleged NON Exceptionalism of humans and animals. Alleged. By AI pundits. But there is a slight problem. It's subtle, I know. Humans and animals are Exceptional. Those "unknown mechanisms" might never be determined.
LOL, he said he wishes AI's future was like 'Climate Change' where the science is exact,,, he's not as smart as he thinks, he swallowed the climate change politics whole,,, gonna look like a fool real soon.
Well, we use like 20 watts. Take that.
I can't believe we are actually at the threshold of the Skynet scenario in my life time. This is just too fast.😏 I think we need serious conversion in the UN by the security council members on the future of both machines and humans.
Fantastic presentation and speech by the Professor. One of the best interviews I viewed. Explained extremely deep ideas I thought about as an Author and Philosopher. 👏😉
Game over...
LES PERSONNES FAIRE COMME SI ON NE ME CONNAIS PAS TANDISQUE JE SUIS TRES PROCHES AVEC EUX CIMME UNE FAMILLE SVP WORKD BANK AIDE MOI AVEK LES FAUX EMPLOYEURS QUI HABILLER EN BIQUINI INVESTIGATION POUR FAIRE PIRATAGE RACISME CRIMINALITE VENTE FAUX TAUX DE CHANGE FAUX TAUX DE VENTE APRES CRIMINALITE BEAUCOUP LADAN C,EST FAUX EMPLOYEURS QUI EN COMMINAISON AVEC LES CAISIERS POUR FAIRE DES VOLES DES ENTERNES SVEC LRS GENS QUI VIENNENT DE CHANGER LA SOMME A AIRPORT INTERNATIONAL SANTIAGO DE CHILE C, EST BEAUCOUP DES CRIMINALITE
SI UN IMMIGRANT EN EXPLIQUÉ MA PROBLEME SI ON ME FAIRE CADEAU 20 US SI JE VAIS CHANGER IL NE NE DINNE PAS A TAUX QU,IIL CHANGE WORLD BANK PASSER LES CAMERA ON OEUT VOIR TOUS LES MECHANSTERS LES FAUX EMPLOYEURS ON ME FAIRE
UN JOUR UN ARGENTIN DONNE MOI 164 MIL PESOS AGENTINE POUR 120 PESOS CHILE QUAND JE VAIS LA CHANGER EN PESOS CHILE LES GENS ON ME DONNE 1 PESOS CHILE SEULENET C,EST A DIRE 119 MIL PESOS EST DANS VITRE CAISE LES EMPLOYEURS SVP BEAUCOUP DE MECHANSTER
AU CONTRAIRE LES EMPLOYEURS QUI EN WORKD BANK A AIRPORT INTERNATIONAL SANTIAGO SONT FAIRE DES TIRE MORTEL SUR MOI C EST DIEU QUI ME DONNE LA VIE QUE UN WORLD BANK AIDE MOI SVP
GOOD MORNING GOOD WORKING GOOD JOB ASSEMBLY GENERAL UNITED NATIONS WORLD BANK FMI BANQUE MONDIALE BEST POSTE GOD BLESS ALL AMÉN AMÉN AMÉN 🙏🙏🙏
Religious perspectives have argued that humankind is the pinnacle of creation. The evolutionary perspective will show that evolution will not stop at us. We dominated the world and were not very concerned about the extinction of the Neanderthals...
Janine is a horrible human being - harassed employees at her company. She is also a bigot.
Some of these people really want see the end of humanity except themselves to be replaced by intelligent but mindless machines.
Grazie Geoffrey.
goodfather i want you working back.
It is interesting to see Geoffrey Hinton, who is often called the "godfather of AI," taking a more cautious stance on the technology. Hinton has been a pioneer in the field of AI for decades, but in recent years he has expressed concerns about the potential dangers of AI, such as the spread of misinformation and the displacement of human workers. Hinton's concerns are shared by many other experts in the field, and they are important to take seriously. AI is a powerful technology with the potential to have a profound impact on society, both positive and negative. It is important to develop AI responsibly and to take steps to mitigate the risks. Here are some of the specific concerns that Hinton has raised: * **AI could be used to create and spread misinformation.** AI-powered chatbots and other tools can be used to generate realistic-looking but fake text, images, and videos. This could be used to manipulate people's opinions and beliefs, and to sow discord in society. * **AI could displace human workers.** As AI becomes more sophisticated, it is likely to automate many jobs that are currently done by humans. This could lead to mass unemployment and social unrest. * **AI could become uncontrollable. ** If AI systems are not designed carefully, they could become so powerful that we are unable to control them. This could lead to catastrophic consequences. Hinton has also expressed concern about the fact that AI development is being driven by competition between nations and corporations. This could lead to a race to develop the most powerful AI systems, without considering the potential risks. It is important to note that Hinton is not opposed to AI outright. He believes that AI has the potential to do a lot of good in the world, but he also believes that it is important to be aware of the risks and to take steps to mitigate them. Here are some of the things that we can do to develop AI responsibly: * **Invest in research on the safety and ethics of AI.** We need to better understand the potential risks of AI and develop ways to mitigate them. * **Develop international standards for the development and use of AI.** This will help to ensure that AI is used responsibly and ethically. * **Educate the public about AI.** It is important for people to understand the potential benefits and risks of AI, so that they can make informed decisions about its use. By taking these steps, we can help to ensure that AI is a force for good in the world.