It is interesting how his great-great-grandfather George Boole was ahead of his time when his work about Boolean Algebra was build on a basis of a model of how the mind works, which for him was logic. After around 150 years his direct descendant Geoffrey Hinton pursues the goal to understand how the mind works and then goes ahead of his time by revolutionizing Artificial Intelligence. The world did indeed catch up once, but he is still ahead as he keeps pushing the field with new work like Capsule Neural Networks.
@Kevvy Kim Thank you for the explanation ❤☺ But at its core, deep learning is just chained regression. Of course, errors aggregates in different layers. So, a recent paper (neural ordinary differential equations) tried to improve the "fitting" process using infinite layers, a.k.a, using equations instead of discrete layers (like in calculus, from a series of discrete regressions to a continuous measurement). It's pretty just applied math. But personally, I don't think that's how the brain works, although they call it "neural" network. Quantum biology is going on in our brains (or at least in migratory bird's brains, and in plants' photosynthesis process), and even physicist cannot fully explain anything Quantum yet. Until then, I believe we won't be able to build AGI, not without mimicking the quantum process in nature.
lol, yes, but now we are only interested on AI. AI in the words of another genius is only better stats. For me standing is more important - i can sit only 2-5h a week.
Well, he quit Google and warning from AI, the thing he spent his life building. If this was a sci-fi film I wouldn't have believed it, but it is happening in real life
A true scientist! Seeing the empirical evidence in his surroundings thus realizing it's possible. These are the people we don't have enough of and truly inspire me.
Wow, this video about the Canadian genius who created modern AI has aged incredibly well! Even four years later, the impact and significance of Geoffrey Hinton's work in machine learning and neural networks are still being felt and expanded upon by researchers and developers around the world. It's amazing to think how much progress has been made in AI and deep learning since this video was published, and Hinton's contributions continue to be at the forefront of these advancements. Thank you for sharing this insightful and informative video! - ChatGPT
I went for a visit to Carnegie-Mellon University in 1986 and saw him work in his office. I didn't want to disturb him because he was intensely concentrated. He had a name for himself then.
Because now AI is popular topic. Its fashionable word these days. You dont know how much is the innovators in the world. Just dont get attention financial support and maybe dont want to.
I'm only putting my comment here because your name is Lucas. I am a non academic but I attended a special interest group's talk at Melbourne University in the mid 80's where neural nets and parallel programing was discussed. I immediately understood the merits of this approach and thoroughly believed in it thereafter. However, as mentioned in the video, they couldn't make it work. Nevertheless from a philosophical perspective I could see clearly how it 'must' be able to work. Nowadays it is being touted as 'AI' or the means to AI. Whilst I understand what might be accomplished in the field of 'machine learning' I nevertheless seem to be in a very small minority of people who insist that 'artificial intelligence' is fundamentally impossible. Consciousness precedes intelligence. In order to build an 'intelligent' machine you must first build a 'conscious' machine. Neural nets might accomplish 'anything' but they cannot become conscious. Others think they know why machines 'can' achieve consciousness - I think I know why they absolutely can't.
@@MarkLucasProductions it is thoroughly amazing to me that anyone in 80s, let alone 60s, thought they could make "real AI".. the problem could be studied of course but the hardware simply wasn't there yet. and they knew roughly how many neurons were in a human brain. I mean there was never even a chance. did you know IBM built a 512 node supercomputer in 2001 that cost $110M that calculated at around 12 teraflops, the new xbox you can get from local supermarket this year has roughly the same calculation power. and it is still not enough for even a rat brain. the hubris of thinking they had any chance half a century ago.
@messiah yea, there's lots of issues with semantics of the words we use. people argue that intelligence requires intentionality, and that implies will or desire, i.e. feelings. although artificial neural networks can simulate emergent behavior it still boils down to programming and while we keep pushing the boundary of machine learning it never becomes AI, basically if you can explain it it's not AI. 🤷♂️
Geoff is the great-great-grandson of George Boole (where "boolean" logic comes from, whose mathematical work is credited with laying the foundation of computers), quite fitting that Hinton is influential & pushing forward a field whose ancestor is fundamental to.
Sorry but he's British - born, raised and educated in Britain and that's where his career started. You can be proud of the fact that Canada helped him further his research - but you can't entirely claim him! Sorry!
I used to attend lectures in the Carnegie Mellon Computer Science department in 1983-1985. OMG. Jeff shook up the original (symbolic) AI gurus so bad......the fear and hate was palatable. Jeff never seemed to enjoy being hated, but he behaved like he was fearless because he was convinced he was right about neural nets and statistics/math. Always with an amazingly deadpan (British?) sense of humor. The thing that impressed me the most about Jeff at that time was even the very best "traditional AI" students, post grads and facility quietly, and sometimes not so quietly, took his side and helped to fight off the fierce but unconvincing criticism leveled at him at that time. While I could understand why Jeff would flee to Toronto because of the DARPA money thing, I often wondered if he simply tired of the abuse at CMU.
With respect. Citing Dr. Hinton as a Canadian pioneer in AI is likely a fair statement but, such a statement ignores those who came before him. Donald Olding Hebb was born on July 22, 1904 in Chester, Nova Scotia where he lived until his family moved to Dartmouth when he was 16. The term AI was not in use when Dr Hebb became interested in Neural Nets but it is undeniable, his work is foundational to Dr Hinton’s. The source for where Dr. Hebb's foundational thinking was, is difficult to know unless he wrote it down somewhere. Personally my reading suggests statistics. As a human mind scans and evaluates any particular body of data and finds some truth, they have mimicked Hebb's net. Personally I feel the term AI is a misnomer. If something is intelligent, it is intelligent, not artificial! Again, with respect to Dr. Hinton real talent, Canada can be proud of; Ken Bowd Layperson Canada. PS: my logic here is the product of a 1970’s era tv show called “Connections” by James Burke. (Google “connections PBS”).
Yoshua Bengio is also a Canadian Pioneer of AI. He was the supervisor for Ian Goodfellow, one of the top AI researchers in the world working at Google right now.
character recognition was in the late 60's approximately, when postal services purchased from japan the zipcode recognizer thats already recognised the handwritten digits..
According to Jared who works at Porter Hospital in Littleton, CO they can hardwire into any ones brain to upload and download data 24/7. Jared works at Porter as a sleep specialist. These sleep studies are conducted on hotel rooms to make the experience comfortable and conducive to extracting data from patients who have sleep apnea and other sleeping disorders. If you want to take classes and graduate from a University with a PHD or doctorate you can. While you sleep your brain can be uploaded with all kinds of data and you can broaden your knowledge while you sleep. I have already designed alnd have several inventions and ideas that have been copyrighted. Look for news about these new technologies in the not to distant future.
@5:33 So, why did Geoff Hinton build a self-driving military vehicle? _FACEPALM!_ Oh wait, that's Dean Pomerleau's ALVINN project at Carnegie Mellon University in 1989. I guess that had nothing to do with whether Hinton took military money or not, after all.
AI is accelerating and growing at such a remarkable pace. Who would’ve thought that two Canadian cities: Edmonton, AB and Toronto, ON, would end up being the epicentres and hubs for all things related to A.I & Machine Learning.
Not to mention Charles Thomas Bolton of U of T was the first scientist to actually found and identify a blackhole...and U of T aerospace engineers helped Apollo 13 landed back on earth safely.
@Snow 123 i see that you got the reference. UNESCO World Heritage Site where Books were burned for close to 3 months along with the Monks. Considered a Great Loss of Knowledge.
Many years ago, I watched a TV programme where Geoff Hinton 'energetically ' debated John (Chinese Room) Searle over Artificial Intelligence. Very entertaining.
Hinton went from perceptron, to deep convolutional networks, to capsule networks, but he will end up with a network based on Graph Theory. W.T. Tutte is the little known genius - (another British transplant who found a home for research in Canada). Math grads from Waterloo know W.T. Tutte. He broke the Lorenz cipher to help win WWII. Alan Turing is a shadow compared to the towering intellect of W.T. Tutte.
It was Yann LeCunn developed convolutional neural networks but Hinton's work on deep multi-layer perceptron help laid the foundation for ConvNets to work.
The worst part is people like him are ridiculed first, when they need the most support. That's the price they end up paying for being smarter than others
Hey that was University of Toronto downtown St George campus Convocation Hall he was walking by. Recently i learned Hinton been teaching AI there. No wonder my friend who was a CSC PhD student told me back in the late 1980 they were teaching neural network at University of Toronto. Hinton probably helps U ot T to be ranked 16 on Newsweek's top international universities ranking in recent decade.
Very cool, but I’d love to hear the guy’s views on how we’re going to cope with having advanced AI among us. He clearly must have given it a lot of thought!
He has a new interview with CBS released just a few weeks ago. It’s the best interview I’ve heard him give, and he discusses many of the things you’d like to hear; worth checking out!
There a bit more history behind the a.i field. Before it all started of they've used and build their own electronics. then the computer chip aka the cpu came, Programming language. The need for faster processing became an oddity from super computers which been very expensive and to exotic for most university to acces or purchase and transputers which could be anything from a cluster of dsp and cpu much to novel. So that stalled the field a bit of and the community that wither due to its less promising results and seriousness. It was then with the 32 bit cpu the pentium 2 and 3 special instruction set like SSE. Those chips and others which then fueled to build servers and gawd the mystery still is why it had not gotten of half way the eighties. Oh wait the ever expanding phone and mobile market. The market got more focus on the growing phone market to much with switch boards. But luckily together with that the data market also started to flourish in very small increment steps however it was enough to spur the thing that was called the world wide web to grow even bigger faster better. And here we are today some call it the rise of a.i but it was already there for decades. The only thing it needs is the next big thing to fuel and idea and build it as it was supposed to be just as the faster cpu did , servers , switch boards and the internet. Who knows maybe quantum computing is the next increment.
ISBS ISBS I can answer that. UA-cam is a valid platform like any social site. The diversity of its strength are the video's, That said visual versus reading consumptions divers per person one might take in the whole contend or skim it and say I understand or know the subject or say bravo yay that great. If you're well known in the subject people happly read it find out more for themselves or share what they have to add in addition. UA-cam a powerful platform ask anyone like pewdiepie etc.
@ISBS ISBS your comment says everything about you and nothing about the comment at hand. I appreciate WulfCry's comment, kinda calls BS on the "lone hero" archetype that silly media loves, and he's dead on. AI had been around for ages, created by many and has risen now due to cheap compute power, not this guy in the vid.
If you haven't noticed... the history is skewed by "bloomberg" and as a matter of fact, had VERY little to do with the actual conception or development of A.I. and neural net technology. I can assure you writing my thesis on this in college... that an algorithm... which is basically what he has developed... is a base feature of a network.... nothing more or less. Google's algorithms quite frankly are nothing more than a manipulation tool.
You get yourself an exoskeleton, they are developed for people who work standing so they can stay standing but put the weight onto the exoskeleton instead of their own bones. ✌️ 💙
bbbeto02 I mean sitting down decreases our life span, combined with the fact that he walks everywhere he will probably live 20 years longer than most humans
1:36 He mastered Python from quite an early age.
Vens8 lmao nice pun
what a real pyhton!. lol
haahaha funny
okaay mate
ahahahaha
It is interesting how his great-great-grandfather George Boole was ahead of his time when his work about Boolean Algebra was build on a basis of a model of how the mind works, which for him was logic. After around 150 years his direct descendant Geoffrey Hinton pursues the goal to understand how the mind works and then goes ahead of his time by revolutionizing Artificial Intelligence. The world did indeed catch up once, but he is still ahead as he keeps pushing the field with new work like Capsule Neural Networks.
ya learn something new everyday
@Kevvy Kim Could you elaborate? Any news/paper on the first school of thought (a.k.a the math/medical side)? Is it perhaps Neuro Processing Chip?
@Kevvy Kim Thank you for the explanation ❤☺ But at its core, deep learning is just chained regression. Of course, errors aggregates in different layers. So, a recent paper (neural ordinary differential equations) tried to improve the "fitting" process using infinite layers, a.k.a, using equations instead of discrete layers (like in calculus, from a series of discrete regressions to a continuous measurement).
It's pretty just applied math. But personally, I don't think that's how the brain works, although they call it "neural" network. Quantum biology is going on in our brains (or at least in migratory bird's brains, and in plants' photosynthesis process), and even physicist cannot fully explain anything Quantum yet. Until then, I believe we won't be able to build AGI, not without mimicking the quantum process in nature.
@@aifan6148 I agree. We're not close to building AGI yet. Thank you for mentioning that paper. Sounds like an interesting read. I'll take a look.
Yeah, Mr Bool was a big Itchio ahead of its time
"Limited by technology of my time "
- Howard Stark
He is from future
« Limited by the collective consciousness of my time » - Anonymous
He should have proceeded to work on technology
Me: "my leg hurts, I've been standing for 2 hours"
G. Hinton: "Excuse me?"
Everyday is leg day. I'm surprised he doesn't have an upright seat of some kind.
Why not use a swing,
He even invented standing... amazing
lol, yes, but now we are only interested on AI. AI in the words of another genius is only better stats.
For me standing is more important - i can sit only 2-5h a week.
gold
Lol
I’m happy he’s alive to know he was right all along and computers caught up to his vision.
Me too
Love it
Well, he quit Google and warning from AI, the thing he spent his life building. If this was a sci-fi film I wouldn't have believed it, but it is happening in real life
Y que este vivo para alertarnos sobre lo que viene......
@@honestcommenter8424 isn't that sad?
A true scientist! Seeing the empirical evidence in his surroundings thus realizing it's possible. These are the people we don't have enough of and truly inspire me.
He definitely deserved the Turing Award for his invaluable contribution to the field of Artificial Intelligence and Computer Science..
He has one
@@pranjaltiwari1663 I know but thanks for the reply...
he got NOBEL physics in 2024
Wow, this video about the Canadian genius who created modern AI has aged incredibly well! Even four years later, the impact and significance of Geoffrey Hinton's work in machine learning and neural networks are still being felt and expanded upon by researchers and developers around the world. It's amazing to think how much progress has been made in AI and deep learning since this video was published, and Hinton's contributions continue to be at the forefront of these advancements. Thank you for sharing this insightful and informative video!
- ChatGPT
I love you, AI 😻😻😻
He has regretted making it now
British * not Canadian
That is the benefit of being a historian. It only changes slowly, you are always working with hindsight and you always get the last say.
ChatGPT sucks
What an amazing person. Not just before his time, but still being alive when the Dream is Realized.
Then figuring out he did the wrong thing
Deserves a standing ovation.
wow he worked for 20 years before the mainstream media recognized the value of his work
Because mainstream people are idiots.
I went for a visit to Carnegie-Mellon University in 1986 and saw him work in his office. I didn't want to disturb him because he was intensely concentrated. He had a name for himself then.
Yeah, now everybody's like "oh I've been using a standing desk for months" whereas they forget about the true visionnaire here
@@edism *educated idiots, the worst kind of idiots
Because now AI is popular topic. Its fashionable word these days. You dont know how much is the innovators in the world. Just dont get attention financial support and maybe dont want to.
"Sometimes it takes years to become an overnight success"
I'm only putting my comment here because your name is Lucas. I am a non academic but I attended a special interest group's talk at Melbourne University in the mid 80's where neural nets and parallel programing was discussed. I immediately understood the merits of this approach and thoroughly believed in it thereafter. However, as mentioned in the video, they couldn't make it work. Nevertheless from a philosophical perspective I could see clearly how it 'must' be able to work. Nowadays it is being touted as 'AI' or the means to AI. Whilst I understand what might be accomplished in the field of 'machine learning' I nevertheless seem to be in a very small minority of people who insist that 'artificial intelligence' is fundamentally impossible. Consciousness precedes intelligence. In order to build an 'intelligent' machine you must first build a 'conscious' machine. Neural nets might accomplish 'anything' but they cannot become conscious. Others think they know why machines 'can' achieve consciousness - I think I know why they absolutely can't.
@@MarkLucasProductions it is thoroughly amazing to me that anyone in 80s, let alone 60s, thought they could make "real AI".. the problem could be studied of course but the hardware simply wasn't there yet. and they knew roughly how many neurons were in a human brain. I mean there was never even a chance. did you know IBM built a 512 node supercomputer in 2001 that cost $110M that calculated at around 12 teraflops, the new xbox you can get from local supermarket this year has roughly the same calculation power. and it is still not enough for even a rat brain. the hubris of thinking they had any chance half a century ago.
@messiah yea, there's lots of issues with semantics of the words we use. people argue that intelligence requires intentionality, and that implies will or desire, i.e. feelings.
although artificial neural networks can simulate emergent behavior it still boils down to programming and while we keep pushing the boundary of machine learning it never becomes AI, basically if you can explain it it's not AI. 🤷♂️
oc right here
Laugh's tiktok.
I am serious.
not only he invented AI, he was the pioneer of standing desks.
Lol
That is how it done on board ship, it has been done like that for a long time.
Victor Hugo always wrote standing up at a desk he made specially for it.
I had an honour to hear his talk once. Absolutely genius
Geoff is the great-great-grandson of George Boole (where "boolean" logic comes from, whose mathematical work is credited with laying the foundation of computers), quite fitting that Hinton is influential & pushing forward a field whose ancestor is fundamental to.
So amazing!!! He seems so humble and down to earth..
I'm From Canada toronto, everyone from canada 🍁 thumbs up , feeling proud
@08680868 Yeah but then there's Beiber.
I'm from Quebec but I also feel a lot Canadian not just a New France colonist.. :)
Sorry but he's British - born, raised and educated in Britain and that's where his career started. You can be proud of the fact that Canada helped him further his research - but you can't entirely claim him! Sorry!
Now Canada has a lot of Muslims and SJWs
I chuckled when he said he went to a civilized town. Makes me proud to be Canadian. :-)
Geniuses are solving our problems for us. we appreciate them for their great job
Think challenge & solution, delete problem and all negative thoughts and words.
I used to attend lectures in the Carnegie Mellon Computer Science department in 1983-1985. OMG. Jeff shook up the original (symbolic) AI gurus so bad......the fear and hate was palatable. Jeff never seemed to enjoy being hated, but he behaved like he was fearless because he was convinced he was right about neural nets and statistics/math. Always with an amazingly deadpan (British?) sense of humor. The thing that impressed me the most about Jeff at that time was even the very best "traditional AI" students, post grads and facility quietly, and sometimes not so quietly, took his side and helped to fight off the fierce but unconvincing criticism leveled at him at that time. While I could understand why Jeff would flee to Toronto because of the DARPA money thing, I often wondered if he simply tired of the abuse at CMU.
It's Geoff not Jeff. :-)
@@jwingit Well, they are pronounced the same, so the spelling is up to the individual I would think.
Amazing! Highly motivational! But you can stand in a bus too!
It's probably more like the stress on his joints is unbearable for him so the movement of the bus would be too much.
legend
"if you want to really understand something like the brain you have to build it first" EXACTLY how I look at it!
So cool. I have gotten into programming neural nets and i'm Canadian. I didn't even know that this happened in my country!
Feynman said it best." Science is the belief in the ignorance of experts"
One man sticks to his beliefs.
With respect.
Citing Dr. Hinton as a Canadian pioneer in AI is likely a fair statement but, such a statement ignores those who came before him.
Donald Olding Hebb was born on July 22, 1904 in Chester, Nova Scotia where he lived until his family moved to Dartmouth when he was 16. The term AI was not in use when Dr Hebb became interested in Neural Nets but it is undeniable, his work is foundational to Dr Hinton’s.
The source for where Dr. Hebb's foundational thinking was, is difficult to know unless he wrote it down somewhere. Personally my reading suggests statistics. As a human mind scans and evaluates any particular body of data and finds some truth, they have mimicked Hebb's net.
Personally I feel the term AI is a misnomer. If something is intelligent, it is intelligent, not artificial!
Again, with respect to Dr. Hinton real talent, Canada can be proud of;
Ken Bowd Layperson Canada.
PS: my logic here is the product of a 1970’s era tv show called “Connections” by James Burke. (Google “connections PBS”).
Everybody else was wrong .. Respect !!
Glad to see someone standing up for what they believe in.
Literally and figuratively🙂
Nothing in this world can take the place of persistence. What a guy . Take a bow 🙇
I remember learning the computer programming language, Turing, at the University of Toronto, sweet memories!
Me too.
"You just overfit and then regularize the hell out of it" (or whatever the precise phrase is) - absolutely one of those pearls
😂 😂 😂 😂
After 6 years later publishing this interview, he got noble prize!❤
He really deserved the Turing Award but not nobel prize
@@Lazania2022 why not a nobel prize? He really deserves both
Yoshua Bengio is also a Canadian Pioneer of AI. He was the supervisor for Ian Goodfellow, one of the top AI researchers in the world working at Google right now.
Respect him, He did not want to work for the Mafia.
what a guy! self-belief and never doubting the convictions he had to keep going! amazing
Excelent, more of this kind of videos please!
This documentary is awesome. As a cognitive psychology and computer science student this man is an inspiration
character recognition was in the late 60's approximately, when postal services purchased from japan the zipcode recognizer
thats already recognised the handwritten digits..
According to Jared who works at Porter Hospital in Littleton, CO they can hardwire into any ones brain to upload and download data 24/7. Jared works at Porter as a sleep specialist. These sleep studies are conducted on hotel rooms to make the experience comfortable and conducive to extracting data from patients who have sleep apnea and other sleeping disorders. If you want to take classes and graduate from a University with a PHD or doctorate you can. While you sleep your brain can be uploaded with all kinds of data and you can broaden your knowledge while you sleep. I have already designed alnd have several inventions and ideas that have been copyrighted. Look for news about these new technologies in the not to distant future.
"I didnt want to take military money" - next moment a military car is self-driving
It's probably footage from the wrong vehicle.
I was about to make the same comment.
@5:33 So, why did Geoff Hinton build a self-driving military vehicle? _FACEPALM!_ Oh wait, that's Dean Pomerleau's ALVINN project at Carnegie Mellon University in 1989. I guess that had nothing to do with whether Hinton took military money or not, after all.
@@theodorewinston3891 exactly bro
His research paved the way for the driverless car, it doesnt say he built the car.
I love it when the music gets louder, fast-paced and drowns out the people being interviewed. It's how I learn
AI is accelerating and growing at such a remarkable pace. Who would’ve thought that two Canadian cities: Edmonton, AB and Toronto, ON, would end up being the epicentres and hubs for all things related to A.I & Machine Learning.
I wanted to leave the city but not anymore after learning this haha.
not me
Not to mention Charles Thomas Bolton of U of T was the first scientist to actually found and identify a blackhole...and U of T aerospace engineers helped Apollo 13 landed back on earth safely.
That's how future cities have a soul base on the human activities and action create background sound inspire certain mode
There is no mention of H. Christopher Longuet-Higgins, under whom Jeff did his PhD, first at Edinborough and then Sussex University. Why not?
Here after the nobel prize
Thank you so much UA-cam for recommending me this ❤️
Also thank you for making this video 💕
Every signal has a different heat, that's the key to self learning over time it learns these temperatures and remembers them
Imagine the monks who kept alive the tiny flame of knowledge through the dark centuries by storing and copying books
Imagine the monks that burned along the Libraries.......??????
@Snow 123 i see that you got the reference. UNESCO World Heritage Site where Books were burned for close to 3 months along with the Monks. Considered a Great Loss of Knowledge.
Excellent approach to interview this great Man.
Thank you and best regards.
This man lot of sense of humour
I Love that
How satisfying is it for this interviewer to look back at this piece now in 2023?
Interesting. Great to see UofT and Toronto in video. You located Buffalo at wrong spot on map, however. It's on Lake Erie, not Lake Ontario.
David L shoutout to the six
Many years ago, I watched a TV programme where Geoff Hinton 'energetically ' debated John (Chinese Room) Searle over Artificial Intelligence. Very entertaining.
Andrew Ng was born in and spent his early years in Britain as well.
Wow never thought I'd say this ,but SOMEONE PLEASE GET THIS MAN A HOVERBOARD!
Who need be FAT?
What an incredible and modest man.
Hinton went from perceptron, to deep convolutional networks, to capsule networks, but he will end up with a network based on Graph Theory. W.T. Tutte is the little known genius - (another British transplant who found a home for research in Canada). Math grads from Waterloo know W.T. Tutte. He broke the Lorenz cipher to help win WWII. Alan Turing is a shadow compared to the towering intellect of W.T. Tutte.
really I feel so dumb and a lot of appreciation for those genius at the same time
It was Yann LeCunn developed convolutional neural networks but Hinton's work on deep multi-layer perceptron help laid the foundation for ConvNets to work.
Thanks for changing my life Geoff.
This guy is awesome!
Who is coming here after his Nobel prize winning news!?
Nobel prize🎉
Thank you very much for this video! It really provides a great insight on the role of Hinton in the history of AI
great video from Bloomberg :D !!
where is part 2 ? :P
This is great journalism.
Hinton is British, Bloomberg is wrong/lying
"There was just one problem. It didn't work very well."
Give this man a medal.
Wow in very 1980s there were self driving vehicles!!
Great short version of the documentary!😊
Who is here after the Nobel Prize announcement?
He is indeed inspiring and he has impacted the world
The worst part is people like him are ridiculed first, when they need the most support. That's the price they end up paying for being smarter than others
That's why he's called godfather of AI🤟
Perhaps he could become a comedian, everyone likes them. The trick is not to make them aware the jokes are about them.
6:51 mate like every word in this sentence is a cut
"Something no One, and no Computer could ever have predicted."- Last Line of this video
Because of the internet and the abundance of data.....interesting how someone is able to gather everyones data and use it for their own interests.....
Watching this after he resigned from Google
Went into this video thinking I'd learn something I didn't already know. Then I discovered that geoff Hinton was the genius in discussion.
"sort of relief that people finally came to their senses" , I wish kids playing fortnite saw this and get inspired
5:15 a multilayer neural network for driving cars
I think His motivation is to get in a self driving car while having a sleep so he didn't have to sit and drive the car
:D best comment!
Have a bath in a self driving car, or self flying.
Hey that was University of Toronto downtown St George campus Convocation Hall he was walking by. Recently i learned Hinton been teaching AI there. No wonder my friend who was a CSC PhD student told me back in the late 1980 they were teaching neural network at University of Toronto. Hinton probably helps U ot T to be ranked 16 on Newsweek's top international universities ranking in recent decade.
The godfather, the magician.
Huge fan Sir
Fed up of USA and went to Toronto 'the civilzed town '👍😂
Data is also key. Learning comes from accumulation of useful data.
Very cool, but I’d love to hear the guy’s views on how we’re going to cope with having advanced AI among us. He clearly must have given it a lot of thought!
He has a new interview with CBS released just a few weeks ago. It’s the best interview I’ve heard him give, and he discusses many of the things you’d like to hear; worth checking out!
AI may be complex in the Anglo linear world, in the Non Anglo linear world it is not.
There's a playlist on youtube about a deep learning introductory course. It's just amazing
I'm taking a neural network class from this OG through Coursera.
So that's why sir Geoffrey Hinton along with yann lacun and Yoshua Benigo get Turing Award 2019
Truly inspirational!
Sir wasn't wrong he was just early ♥️
Who build the brain? I am amazed at the design of the brain.
University of Toronto deserves more recognition, no one outside of Canada knows about their contributions
I live in usa and i know...U T was ranked top 16 in Newsweek world university ranking several years ago....not sure what it its ranking is this year
There a bit more history behind the a.i field.
Before it all started of they've used and build their own electronics.
then the computer chip aka the cpu came, Programming language.
The need for faster processing became an oddity from super computers
which been very expensive and to exotic for most university to acces or purchase
and transputers which could be anything from a cluster of dsp and cpu much to novel.
So that stalled the field a bit of and the community that wither due to its less
promising results and seriousness.
It was then with the 32 bit cpu the pentium 2 and 3 special instruction set like SSE.
Those chips and others which then fueled to build servers and gawd the mystery still is why it had not gotten of half way the eighties. Oh wait the ever expanding phone and mobile market.
The market got more focus on the growing phone market to much with switch boards.
But luckily together with that the data market also started to flourish in very small increment steps however it was enough to spur the thing that was called the world wide web to grow even bigger faster better.
And here we are today some call it the rise of a.i but it was already there for decades.
The only thing it needs is the next big thing to fuel and idea and build it as it was supposed to be just as the faster cpu did , servers , switch boards and the internet. Who knows maybe
quantum computing is the next increment.
ISBS ISBS I can answer that. UA-cam is a valid platform like any social site. The diversity of its strength are the video's, That said visual versus reading consumptions divers per person one might take in the whole contend or skim it and say I understand or know the subject or say bravo yay that great.
If you're well known in the subject people happly read it find out more for themselves or share what they have to add in addition.
UA-cam a powerful platform ask anyone like pewdiepie etc.
@ISBS ISBS your comment says everything about you and nothing about the comment at hand. I appreciate WulfCry's comment, kinda calls BS on the "lone hero" archetype that silly media loves, and he's dead on. AI had been around for ages, created by many and has risen now due to cheap compute power, not this guy in the vid.
If you haven't noticed... the history is skewed by "bloomberg" and as a matter of fact, had VERY little to do with the actual conception or development of A.I. and neural net technology. I can assure you writing my thesis on this in college... that an algorithm... which is basically what he has developed... is a base feature of a network.... nothing more or less. Google's algorithms quite frankly are nothing more than a manipulation tool.
He is so admirable in character.
Awesome!
It's not surprising, he just experienced life that many top genius lived.
Yep, to be misunderstood for their entire lives, like Galileo and Tesla, except the world advanced so fast that he saw his predictions come true
You get yourself an exoskeleton, they are developed for people who work standing so they can stay standing but put the weight onto the exoskeleton instead of their own bones. ✌️ 💙
They did not have them back in the day and just kept walking and standing. He also so could have used a hoverboard for walking?
A game changer no question!
I'm glad my curiosity has appetite for info...
He's amazing, but I felt bad for him about the part where he say that he can't sit. That must be awful. :(
bbbeto02 I mean sitting down decreases our life span, combined with the fact that he walks everywhere he will probably live 20 years longer than most humans
Maybe AI will fix his problem too or nanobots will fix it.
GEOFFREY HINTON IS NOW A NOBEL PRIZE WINNER IN PHYSICS. Never stop believing and working hard!
The Billion dollar question here is: What kind of shoes does he wear?!
Probably Allbirds