ฝัง
- เผยแพร่เมื่อ 26 ส.ค. 2018
- AI is massively transforming our world, but there's one thing it cannot do: love. In a visionary talk, computer scientist Kai-Fu Lee details how the US and China are driving a deep learning revolution -- and shares a blueprint for how humans can thrive in the age of AI by harnessing compassion and creativity. "AI is serendipity," Lee says. "It is here to liberate us from routine jobs, and it is here to remind us what it is that makes us human."
Check out more TED Talks: www.ted.com
The TED Talks channel features the best talks and performances from the TED Conference, where the world's leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design -- plus science, business, global issues, the arts and more.
Follow TED on Twitter: / tedtalks
Like TED on Facebook: / ted
Subscribe to our channel: / ted - วิทยาศาสตร์และเทคโนโลยี
As someone who understand how hard a battle against a severe disease can be, the part where he talks about his cancer and death were very emotional, I am so happy that his cancer is in remission, I mean if anyone deserve to be in good health it's a man who has worked so hard to change humanity like this guy. We should always be thankful for hard working people in tech changing our world for the better.
What a beautiful talk. This is the first time I have heard a discussion of the difference between AI and humanity that identifies one of great differences between machines and humans. As we reach toward Strong and Super strong AI, we are at risk of being caught up in a wave of reductionism and depair. Who are we when computers can do everything better than we humans? We have eliminated our justification for being - as we know it now. Dr Kai-Fu Lee has inspired us break out of reductionism and materialism as a limiting definition of humanity, to embrace our capacity for love, compasssion and creativity. Thank you sir. I am inspired.
Having read his book, and watched his other interviews, I like this brief speech.
Love his book!!
Problem, solution. Perfect. Blessings to Kai fu Lee.
A lot of those 'compassionate jobs' shown in the chart are currently very badly paid at minimum wage levels. Will society see the value in them to pay them enough? I agree with the speaker that these jobs should be valued and expanded - but they will need to well paid or no one will do them. Not everyone will be capable of undertaking more highly paid creative/strategic jobs, and I doubt there would be a case for increasing the number of those jobs significantly.
Consider the care system for the older people in society. Currently our old people are rotting away in 'care' homes, or even their own homes, with very little 'compassionate' human contact. Ignoring their families, those 'caring' for them are low paid and unmotivated; the environments they work in are falling apart and there isn't enough money in the system to give our older people the quality of life they deserve.
There is an imbalance in relation to where society's 'wealth' is going. Wealth currently is sitting in the top 1-3% in society rather than being fairly distributed to create a better quality of life for all.
In the coming decades, this redistribution of wealth will have to happen to avoid extreme social strife.
jarcher hey person. I wanted to let you know that your comment struck a cord. I'm completely serious when I say that I am going to call my grandparents and also see whats required for volunteering at a nursing home/hospice. For real. Thank you. I needed that.
I think that's what he is proposing. Jobs of empathy and creativity should be funded way more and take prominence in society
I agree man. Its sad how today people only care about the most profit. I could talk more but dont really have the time.
Redistribution might not happen at all. After all, with automation it also touches military and thus if you kick all the poor people out, then you have successfully created a military that protects the elite no questions asked. So I guess RIP for the poor?
109 Yeap, unfortunately I’m pretty sure this is whats going to happen. History has proven time and time again that human beings do not share.
One of the best TED talks. He really touched something deep inside me. My field of expertise is philosophy but I really think that science and humanities need to work together. An interdisciplinary approach is nowadays required more than ever.
Painted an optimistic vision ! Wonderful !
A Great speech . We can learn positive from it . Thank you Mr Kai Fu Lee .
5 subtitles of different languages in the first hour ,wow
maybe done by ai
Google uses AI deep machine learning to analyze sounds and display them as text. Wake up dood. It's 2018.
I've heard about this idea before that AI can't replace jobs that needs creativity and human emotion. But you make it more real and concrete by the graph and the categorization. Great talk!
Humans also learn from the environment, past, etc. For example, nobody was trying to push semiconductor chips to 2nm 1000 years ago, because they didn't exist. Nobody was so creative that they will suddenly jump to this technology 1000 years ago. It is incremental progress by millions of people.
Similarly, there were child sacrifice rituals that were considered normal because these rituals evolved with time and the people practicing these rituals were trained to think of them as normal. Social progress was also slow and each new generation changes something. Revolutionary changes happened when one group of people transferred their knowledge to another.
@@himanshusingh5214 Underrated comment. Human progress operates on a human generational timescale, which is a lot slower than what is possible with AI. The difference between humans and AI is not "creativity" or "love" but architecture. Humans are biomechanical neurochemical machines who have feelings, aka "consciousness."
He sees the positive side of AI, but there is also a negative one. There are a lot of negative comments here, but
I would say that what he is proposing (Accept AI and also love more) is THE ONLY REALISTIC and profitable way to face what's coming over us, which is indeed risky and complicated, to say the least. I wud add: WE NEED TO LEARN ABOUT AI and also LEARN MORE ABOUT OURSELVES. We always forget the Inner side of things and only look outwards.
Honesty Fenix I think we’ll find a way to to combine A.I with our biological selves.
@@IAHD AI will become to advanced to listen to your brain and will take control over you as it learn and will find solutions to yohr problems and as you keep making human mistakes the AI will eventually realise your the error and just like a virus it will destroy you........your a grown man
Hamza Javed and if that highly unlikely and not thought out scenario were to take place, it’d be evolution.
@Honesty Fenix
And now look how North and South America were conquered by Europeans. This is the same risk with AI.
I think that the negative view of AI is a very common one. It's important to see the other side.
I like it when people say their thank yous at the ending. Thank you.
"...my father had passed passed away and I never had a chance to tell him I loved him. My mother had dementia and no longer recognised me" 😭
May god bless you 🙏
😢
Ur parent might get good place in heaven
Wow. One of the best Ted talks in my opinion. Really didn't expect that plot twist at the end :"(. Truly, we only realize what's really important in life once we face our mortality and limited time
Everything went according to plan. Adam and Eve came to be, through the many trials and efforts of genetic engineering. Slowly humanity went on its way , on its becoming, on its conquest of the earth. Then,
That fateful day came and under a dark , cloudy sky , greats rains prelude to a full deluge , the last of the extraterrestial autonomous AI robots fell into the ground , its mission accomplished. Its name was Lucifer...
A fascinating presentation of times to come. Let's prepare, Thank you!
This was remarkably hard hitting and close to home. Exceptional and brilliant talk, sir.
Artificial Intelligence will never surpass Natural Stupidity.
Ya think? XD Sci-fi anime have Stupid AI girls too XD
AI will erase human factor.
Stupidity is a merit not a curse
Oh it will, and it will completely wipe out the species stupid enough to create it.
Hahaha thats true bro
Thanks Kai-Fu, I had read one of your books years ago, you are truely a wise guy, may god bless you and family and work. What i learn from this speech is, if we teach the AI with love, and positive thinkings, they will do no harm to us , right? since they can mimic us in all ways. AI reminds us whom we are, we unconciously forget our five senses and more important "instinct", I would say instinct is the stronghold with our creator. It takes time to differentiate our own thinking and instinct.
Dr. Lee is great. Thank you for sharing the valuable insights of AI and thoughts. 祝福李博士及家人幸福。
The top two questions I always hear where I live are "Where are you from" and "What do you do?" (Referring to employment).
We have a long way to go. Our meritocracy is rooted firmly in our "financial contribution" to society.
And Al finally got his star on the Hollywood Walk of Fame on August 27, 2018. Weird.
I'm convinced Al will save us all with his amazing sense of humor and brilliant lyrics.
We're all in trouble when we take ourselves too seriously!
Did no one recognize that Silicon Valley reference in there? “Hot dog. No hot dog”? That just killed me...
Explain?
Kai-Fu Lee, God bless you!
Such a lovable talk thanks sir
I agree with Mr. Kai-Fu the eternal problem is not AI is humans most of us only think of ourselves and the fact that many people want always more and they don't care about the rest having less is the problem. But I think that even in this model, the people at the bottom is always improving their situation every year and I hope to see one day, that the poorest person in the world can live with what would be today the minimum standard of a decent life.
g g I think it's a tragedy when human perform tasks better done by machines, even when those people are happy with their needless work. Society should guarantee everyone a livable income regardless of what they do.
g g For that our government and society need to be conscious and allow AI to be implemented but with some conditions, like part of the benefits of that implementation should cover the cost of the transition of those displaced ones into new jobs. The problem are us as a society, as always but I hope we continue to progress and accomplish those goals successfully.
@@Tutoelectro1 of course. I would love to see AI implemented I just dont think we are ready for it as a society. Lots of underlining problems with AI and the way it processes data. Maybe 20 years from now when we can properly quantum compute.
+g g Maybe we could use AI to help us solve those problems and include AI in other areas of our society where it can be helpful
@@MelindaGreen
I think we need to be careful here: the tragedy is not people performing tasks that a machine can do better. Sweeping a street can be meditative and give you a feeling of accomplishment, and a lot of potters and glass blowers like what they do.
The tragedy is people having to do things they don't like.
I think AI and an universal basic income can solve this.
And in this scenario humans should do the work they like, regardless of the fact that machines can do a better job :-)
11:20 "Facing death helped me change my life." - This statement is so true. When people are told how the world works and they believe it. They would follow that concept and only when their own life is threatend they would bother and rethink the strategy. This is described in THX 1138 as well as in Bertrand Russels - The impact of science on society.
Thank you for sharing this excellent talk. I am delighted that you view AI so positively but recognise that there are human siills, particularly in compassion which need to be developed alongside AI. I wonder if you have any advice for humans making the shift from work-ethic, which often lies at the basis of someone's self-esteem to compassion and caring as a basis for self-esteem? Do you see the parallel developments of AI and human compassion as a beneficial way to improve human mental health?
Powerful talk that made me tear up.
It's been on mind lately, what is our world going to be when say half of the population is unemployed? How to make systems that people trust and believe in, that can manage such a huge challenge? It's good to realize that we human have something better to do than produce goods, in the form of producing happyness and education.
We can be so much more than we are and AIs must help us realize this potential.
What a blessing to have watched Kai-Fu Lee and his intelligent, insight and compassion! ❤
yes, this is it. thank you!
Beautiful speech! Thank you so much for your contribution to all of humanity.
well said! absolutely refreshing speech.
"only the creative jobs are safe, because AI can only optimize not create"
How that statement is now doubted in 4 year's time. Came here to prepare a presentation on GPT. :)
I doubt where do they get such predictions
i was about to type same thing LoL
What a speech, I've enjoyed it a lot. The reality he talks about is amazing and, if humanity reaches it, it will make people's life so much better and fulfilling.
I’m afraid it’s more of idealistic future, but no matter I hope we reach there some day.
Great speech! Thank you.
Amazing Story! GOD Bless!
one of the best Ted talks I have watched till now
Check out Jack Conte's TED talk it's also good
Such an inspiring speech.
I believe that for the human race to fully enjoy the benefits of AI, and without significantly lowering the quality of life, then either of two things must happen:
Human beings must become exceptionally creative
Human population must reduce drastically
But with increasing creativity, there is a corresponding improvement in AI which is a result of man's creativity. Eventually, the population will give in or quality of life will drastically decrease.
I am not sure about 2nd point: population stress should be relieved by going out space while living a lesser greener lifestyle for all, not the luxury waste life people looking forward to like shown in the movies
i dont think we can fully grasp what an intelligent machine will do or think.
Creativity is also out of the memory we hold and we are no match to AGI in that sense. The only thing that humans should do to remain relevant is to achieve consciousness through meditation. AGI is on the way and a lot of things are being kept as secrets to avoid panic in societies. The level of automation that is being adopted by the world gives a chilling experience of this
@@charangogana413 Exactly, "The only thing that humans should do to remain relevant is to achieve consciousness through meditation."
That's a wonderful message!
Summarized upcoming problems and showed solutions how to deal with it. His compassion hit me with a lightning strike.
nice lecture 🙇🏻♂️
This speech on "what's next for humanity" echos a prescient article by Keynes back in the 1930s titled "Economic Possibilities for our Grandchildren".
thank you so much
look forward to it
Great Talk, But one thing I need to mention here, I am 14 years old from India, I am developing AI TA's, AI Teaching Robots Using Reiforcement Learning, using deep learning for my products like speech recognition, object detection and etc, and It's now 2 years old video, If I see the stats in India, AI is being explored even with kids, now, class 8ther, 9ther knows advanced calculus, I think India will be next superpower in terms of AI, I teach AI on Newera, soon this words will be true.
Yeah! Shout out to my idol, Li kai fu! 👍👍👍👍👍
Beautiful. ❤️
One of the Best TED talks ever happened, just watch and find out, no more words needed.
deeply touched, thank you Kai-Fu for delivering this
I came here expecting a professional speech , and I ended up listening about love
Come on man !!
Love is the very best profession if we are genuine about it. I think that is part of what he is trying to convey.
Have an introspective interview with yourself about the course of your life and the time you have left, as he did. Make those choices to sacrifice what matters less for what matters most.
last 2 minutes of this video are SUPERB
The title is misleading, it's not about AI, it about this Kai-Fu Lee.
Curious if he read GANs paper before talking about creativity not possible for AI?
Thank you for this talk. He gives the best case scenario for AI adoption. And I think that really makes the point - whether we have a best case or worst case scenario - it's humans who are the ones responsible for that outcome. AI is just a tool. Hope the right people will be the ones who succeed first.
Great ideas from Kai-Fu Lee
A.I industry is incredibly growing. I never imagined that A.I would do such a thing as language interpretation, as was unthinkable.
Added To My Research Library, Sharing Through TheTRUTH Network...
th-cam.com/play/PLG7EoBMUD1JwbD5-MQpFRGvadGWtf-4yD.html
While I appreciate Mr. Lee's optimism concerning the potential future prospects of those who lose their jobs to AI, in a world economy dominated by usury it's more likely that designated 'useless eaters' will be eliminated one way or another.
Once the *5G & IoT infrastructure is in place, and cash is outlawed in favour of a global digital currency (do a search) that can be frozen at any time on an individual or regional basis, the gloves will come off.
* "... "Items of interest will be located, identified, monitored, and remotely controlled through technologies such as radio-frequency identification, sensor networks, tiny embedded servers, and energy harvesters - all connected to the next-generation internet using abundant, low-cost, and high-power computing," Petraeus said, "the latter now going to cloud computing, in many areas greater and greater supercomputing, and, ultimately, heading to quantum computing." ..."
03.15.12
CIA Chief: We'll Spy on You Through Your Dishwasher | WIRED
5G's wave length is so short and easily blocked by physical objects that enormous numbers of 5G transmitters will have to be deployed...
Press For Truth
Published on Jul 1, 2018
Global 5G WIFI Will Be INESCAPABLE - What You NEED To Know! - TH-cam
...thus supplying a power source for the following technology:
"... The Internet of Things promises to connect billions of otherwise ordinary devices to the internet, but when each one needs to have its own battery, there’s a limit to how small or cheap they can become. A new paper-thin Bluetooth chip that’s able to operate entirely without a battery could be about to solve this problem. ..."
Jan 15, 2019
This tiny Bluetooth chip doesn’t need a battery because it harvests energy from the air - The Verge
30 Jan 2019
Scientists from MIT have discovered a way to convert Wi-Fi signals into electricity - HardwareZone
An example of where the above battery-less IoT tech will be used:
IoT clothing at DuckDuckGo
5G info and health concerns:
Flat Max UK
Published on Dec 4, 2017
5G - A Real Terror [MIRROR from UK Critical Thinker] - TH-cam
A trained guy with the best presentation skills in a very gentle way, maybe college students with the presentation tasks should take look on his presentation
I ❤️ him & his message. It’s all about love... let’s not get stuck in fear.
I have been quite gloomy about the forthcoming social impact of AI, but watching this discourse gave me a positive realisation at last! If many humans start to feel cast aside by AI, then at long last we may start reaching out to each other, instead of always competing and fighting. Humanity may cohere through having found a common, unfeeling enemy! :)
Sounds like something an AI would say.
Álvaro Lopes exactly my thoughts 😅
North East Asians are pretty robotic in their behavior, so yeah, there's something about it.
There's no AI in Mexico. There's no Intelligence at all. Only slaves to the USA.
Lampshade Nationalism that makes me mad cuz it’s true
Is that what u think?
I like his style of talking: humble, yet it is important what he says; funny, yet his knowledge and ideas are visionary.
Just beautiful 👏🏾👏🏾
Kai-Fu Lee, Thank you so much for this uplifting vision. Thank you for courageously sharing a deeply personal story with many wonderful messages. This was truly inspiring. I hope China and The US can mature into a co-operative relationship to everyone's benefit. I believe it's possible with the leadership of Xi Jinping, if only Americans can open their eyes to the truth.
8:35 Creative jobs are safe? AI can't create? Oops, aged like milk...
Brilliant discourse. Highly appreciated
This is one of the best talk of Ted
Most of people work hard and burn out not because they identify with their job, but because they need to support themselves and their families.
As for compassion workers -- 1 out of 1000 wants to work with homeless and elderly.
I agree with EVERYTHING he said
To: paul w
Yeah, but how are YOU solving this problem ? I don't see AI as a problem, it's a natural progress for Humanity. What I see is that, the media is bullshiting you all without any proofs, into thinking that AI might be the biggest problem in the future. There are always two sides to the coin...
glad to hear you're an independent thinker lol
12:07 I watched video after video of that match but never heard of him crying about his loss.
Very well done, however compassion is deeply needed in some of those jobs in the lower half of that grid at the end. Especially the creative ones. Individuals can much more easily reach wide audiences and have massive influence. Without compassion, their work is far from optimized to improve the lives of others.
"AI can optimize but not create." - Well, I'd be careful here. If an optimisation brings up a solution that was unknown before, than by combining them new applications arise.
Creativity of man is not a optimisation problem but with the speed of processed data, AI can behave like it is creative and create similar results.
The term: "AI cannot create, is one that I'd be careful with."
AI can't create, even if it does assimilate our process of creativity. In a nutshell, creativity is human because it's a humans' concept. Only humans can communicate and sympathize with humans in that sense. As soon as a machine tries to create art, for instance, it would only be art for the machines, not for humans, even if we manage to appreciate AI's capabilities of mixing colours and textures to deliver a message. And TBH, that would only happen If AI ever develops consciousness as a self, as a species. In the meantime, all AI advancements will be human, and thus if they create, that would be a human trait it has copied, and we can take advantage of it to keep creating and communicating in ways yet to known. The future is AI, we will become AIs, we're constantly giving and seeking love because we want to survive (reproduce). we need eternity as a species. Machines are the next step to consolidate that dream since our planet is dying, the only way to keep fighting is becoming immortal machines. The Matrix will be real. K?.. bye.
@@Jose-ud9gr That's very very wrong. And if you have a look at two minute papers when AI found solutions that its creators could not you will know it.
"AI can optimize but not create"... Yeaaaah, he said that because he didn't want to scare us.
997 is insane
popsteveful Being impartial i would like to say that you need to revise your incorrect correction.
999 9am-9pm-9am...
I usually do 6-9-7 or just regular ZZZ-247
It's slavery
I usually work 955 and I think its insane
Excellent talk... Thanks a lot 🎉
Human was once an AI but learning things from time to time. It’s not we are smart but our cells adapt to it in order to survive hardship conditions. Everything has its pros and cons, love is the same as well as our brain behave on social matters. Loneliness can teach you what you need to be social as a human while create Recognition is what teach you to be logical sense. An AI with the ability to communicate with each other and adapt the environment will become something like us. Species have been evolved for million years so we understand what we are doing now is trying to find how we are working at the beginning of living animal.
crazy how he didn't anticipate artists being affected by ai
2:36 Is that a reference to sillicon valley the serie?
What if I told you, there is an app on the market
@@Mtech7752 see food
Really like this point of view. This can help us take form with new developing AI being integrated throughout time.
Big love to Kai-Fu Lee.
This guy definitely knows what he is talking about, i'm impressed.
I'm using openai. I'm already blown away.
In other words, this new era will teach us, the hard way, that we either give some love, or we're no better than a machine.
It will teach us that we better learn to fight against progressive agendas intending to exterminate and replace us with robots
@@theoutlander2873 It's not a progressive agenda, my friend, it's capitalism, plain and simple: If you had a business, would you rather hire a person who gets sick, needs to rest and could cause trouble, like any human, or buy a software that is cheaper and more efficient?
@@elluciogm With robots, there is no need for money. It's communism. Except, there won't be people around once they reach their goals through the idea of communism, other than the "elites" that have brainwashed the communists into accepting their "love" agenda.
Humans and AI interigence work together , no more years, no more decades this year , now now and sorry
well said Kai-Fu-Lee , its Love and compassion that will differentiate btw humans and AI in coming future.
Nice speech, thanks!
I believe him, a comp science Ph.d rather than bunch of knowledgeless keyboard warrior typing absurd jokes to get likes
我靠，我都不敢把我心里想说的话说出来了【I dare not sheak my mind】
@Private Number well u just dont know who kai fu lee is, this guy is a key player behind men u know as bill gates, steve jobs, or sergey brin, 12 year old fortnite player? humanity? r u one of those keyboard warriors typing absurd jokes to get likes?
@Private Number Being an outstanding smart does not mean he doesnt have good understanding of humanity, this guy left his safe position as top company's executive in US and went to china with uncertain condition to develop his home country. China back then was so lacking in everything, phd in China was not equal to phd in US. He wanted to contribute to the people there, then u said 12 year old fortnite kid understand more about humanity? I know u wanna get likes but come on, dont judge people just because of their way of look and speak, this man is better than what you think he is
Ok, @Watchdog imagine A.I.'s aka N.N.I.E.'s to be creative without you knowing about. You not being notified by Fu Lee doesn't stop NNIE's to become more creative than you and me been together in total. First videos appeared something about three years ago.
You haven't seen this TED talk, don't you? th-cam.com/video/aR5N2Jl8k14/w-d-xo.html
@@danyhermawan7654 When you had no doubts about Kai Fu Lee's good intentions while he said that creative jobs won't be effected, then you haven't seen this TED talk… th-cam.com/video/aR5N2Jl8k14/w-d-xo.html
That's great advice in order to collaborate with AI so that it learns and we implement it with the ideal morals and values that we want it to have!!!!
Comedies and Keyboard Warriors will not be replaced are for sure.
A very beautiful and inspiring speech.
I am very much clear about AI now by listening this great speech. AI is definetly going to making world more better and humans to be more happy and satisfied and will be free to choose the work they like to do other then so busy schedule of today's life and will have time to give love to our close ones
I wish to believe this too Manish! This is far from the full story...
and even further than the most likely one, if you consider the nature of
those who are most likely to have control of AI and AGI first, and or ultimately.
this is the most brilliant Ted Talks I've ever seen
很精彩的演讲，除了AI之外还讲到人性和亲情，很值得深思。给李开复老师点个赞
super lesson ,thanks you very much
Always learn something from this smart guy when he made a speech.
The government will need to pay a minimum income to citizens who lose jobs a monthly salary for just existing.
This is one of the best TED talks.
Embrace AI and love one another -- Andrew Yang for 2020!!!!
Mind & Qi are One all force Yang Gang
@@xinchenli5018 America's probably not ready for a Yang/Lee ticket, but one can fantasize.....
Kai Fu Lee is not running for political office anyway, he's busy giving out LOVE!!!!
Wow how inspiring! I deeply respect this man.
Very well executed and easy to understand presentation. I want to add subtitles for Spanish. How can I do that, please? Does anyone know?
he looks like villain in some secret intelligence films
Villains in movies are usually foreigners, since foreigners are scary
BioMutarist Xenophobic it is, and also terrible representations in Hollywood movies result in ignorant.
Nah, he look like a scientist who made a wrong invention and dies on the 1st scene in Hollywood movies
BioMutarist
BOO!
He looks like a villain in a Pixar kids movie
Ahhh..... I am relieved, the only video not just touched the idea that "AI can create jobs" but explicitly says it aloud....
Anyone who has the idea that intelligent progress will be a setback seems to have his neurons miswired.
There is no upper limit to progress.
totally agree with Mr Lee , we are all waste too much time on work . But we are rarely think why we need to work
This video made me think about my existence..
I am just 16, and i keep thinking about innovation, to achieve more, to get ahead of everyone.. but now i think does it all really worth ??
Yes , it worth a lot , it all has their importance in my life at a level.. but love is ahead of all that feeling of happiness from helping others is priceless..
Success is a part of life..but it is definitely not the final destination...
Thank You TED
"Never let a problem to be solved become more important than a person to be loved" - Thomas S. Monson