DeepMind: The Quest to Develop Artificial General Intelligence
Вставка
- Опубліковано 12 тра 2024
- 00:00 Intro
03:05 Demis Hassabis: Founder of DeepMind
14:30 DeepMind: Mission and early years
19:18 Beating the Atari games
27:22 Elon Musk: thoughts on DeepMind
28:42 Elon Musk: AI could destroy humanity
30:20 AlphaGo
36:14 AlphaZero
38:30 MuZero
40:56 WaveNet
43:18 AlphaStar
45:33 AlphaFold
48:39 Gato, A generalist agent
50:02 Solving everything else
This premium episode is a documentary-style video about the history and importance of Alphabet subsidiary, DeepMind. Demis Hassabis, founder, was a chess prodigy by the time he was 13 years old. He went on to conclude he wanted to "solve intelligence" by building artificial intelligence agents and using digital tools. The team at DeepMind has created systems that defeated the world's best chess and Go professionals. They've also cracked the code on the infamous 'protein-folding problem.' Demis Hassabis and DeepMind are fascinating. Moreover, they're still just getting started.
Fantastic interview of Demis Hassabis by Lex Fridman: • Demis Hassabis: DeepMi...
Neura Pod is a series covering topics related to Neuralink, Inc. Topics such as brain-machine interfaces, brain injuries, and artificial intelligence will be explored. Host Ryan Tanaka synthesizes information, shares opinions, and conducts interviews to easily learn about Neuralink and its future.
Please consider supporting by joining the channel above, or sharing my other company website with retirees: www.reterns.com/. Opinions are our own. Neura Pod receives no compensation from DeepMind or Neuralink and has no affiliation to either company.
Scripted/ edited by: Omar Olivares
Scripted/ voiced by: Ryan Tanaka
#DeepMind #ArtificialIntelligence #Neuralink - Наука та технологія
This was a beautifully produced episode. Thanks for taking the time to make it
Thanks for the kind words and taking the time to watch Mark.
Love the quality of this video! Thank you for putting in the extra effort!
I had been following the news on DeepMind for years but you have it really well summarized! I really like learning about these kinds of advancements so I appreciate all the effort you put in to make these videos. Subscribed.
Awesome. Thank you H Kim.
I was just looking to see if you posted a video just a half hour ago and here it is! It's so fun looking into the future! Thank you for the videos!
Wish there was more people that have fun looking into the future, the world would def be a better place if that was the case.
the story about his epiphany at age 12 years is hilarious. and awesome
He's a badass.
So your saying he just wants to be loved, hahaha
He's working from a large base of past life experiences as we all do. That's why "geniuses" feel like everything for them is more an exercise in remembering than learning.
BS
@@yourlogicalnightmare1014 there is no logic lol
Wow! Omar and Ryan, this is an excellent documentary, not just another YT vid. You brought us all up to the cutting edge of AI today, and got us pondering tomorrow. Keep it up!
Very nice of you Steve. Thank you.
Do you mind if I use this comment as a testimonial post?
@@NeuraPod Go ahead!
I've been following you and the AI stuff for a while now. As a programmer, I developped some AI programs and loved it. It was a really well done documentary and even though I already knew pretty much everything about the content presented in this documentary, it gave me chills watching it. Well done sirs.
Awesome. Thanks for the kind words Francois.
You people are going to destroy society with your big tech AI domination of every facet of life.
You are bringing on the end of civilization. AI is a bad thing! It will be used for tyranny!!!
You are placing digital chains on the world.
You people are going to destroy society with your big tech AI domination of every facet of life.
You are bringing on the end of civilization.
AI is a bad thing!
Great video Ryan and Omar! Super informative and well paced. One of your best videos yet!
the future is bleak
nothing but digital slavery
thanks to ai
This was an amazing episode! Thank you for summarising it. Looking forward for the same type of episodes in the future especially when Neuralink makes a major breakthrough.
Thank you for the kind words Aisu. Very nice of you. We're working on a Neuralink "documentary" and hope to make it our best episode :).
@@NeuraPod awesome, can’t wait ^^
Wow that’s the most beautiful documentary I have seen in decades. Thanks and kudos to Ryan and Omar. Breathtaking stuff.
Very nice of you. Thanks Oliver.
Such a good video! You did a great job in covering Deepmind, Demis' story and making it available for people to understand such a complex subject. And the 53 minutes flew by!
One request: Please fix your microphone audio. It sounds a bit weird at 38:35 and low quality with my headphones on. And somehow balance the interview audio with your microphone audio.
Keep up the awesome work spreading the news and information about this so elegantly!
Thanks for the kind words and feedback Thore. The audio is not great on this episode and we'll double check moving forward
Just conecting inputs and outputs randomly to a hebbian neural network gives AGI
because this system us more efficient in maximizing impact than a system acting randomly
because hebbian rule by dfault makes the system act when it perceives something monotonous/unimpactful
and makes it relax when it perceives something interesting/impactful
because hebbian neural network results in activating and strenghthening the same pathway upon repeated presentation of same input making the activationflow to the output quicker,
and for a newer input, the activation flow takes a newer and less stronger path leading to a delay in the flow of activation to the
output and therefore temporarily suspending output action.
everything we do is an impact and it is also very subjective. So its not an impactful input that makes the system relax but conversly
what makes the system relax is what is impactful for that system at that moment.
This system also exhibits association, remembering and all other desired properties and it doesnt have to take a long time as evolution
did. The above points are explained in the below whitepaper.
superintelligencetoken.wordpress.com/2021/11/13/our-approach/
Your fantastically scripted video brought many of the ideas from Cade Metz's book "Genius Makers" to life in ways I could not visualize based on a verbal description alone. I immediately liked and subscribed.
Amazing stuff! Thanks. Always a pleasure to watch insightful docu's about groundbreaking topics.
Thanks Ronald
Well done on the script! It is a great summary of were DeepMind and the pursuit of AGI began and where it has progressed too. So much more is inbound for humanity as DeepMind, OpenAI, Neuralink, and Telsa push the boundaries of AI and human interaction. AlphaFold2 is impressive, but I look forward to the day the MuZero equivalent is born. We need answers to protein interactions in a rapid turnaround fashion.
Thank you for the thoughtful and supportive comment Robert. Those four companies are among the ones I'm most excited about watching develop moving forward.
The challenge for humanity is learning to use AI to its potential for good rather than our penchant for one up man's hip. The world AI opens is vast an limitations are largely of human bias or ignorance. The branching of society is occurring today but most don't see it. We must learn to use our inate creativity in conjunction with the vast spectrum observational computing power of AI. Those that learn to be "logicistians" and embrace AI will thrive and always have a the ability to utilize AI. Those that don't will either become welfare state DNA banks (hopefully their children learn better how to use AI and add value the world around them) or worse seek to burn it to the ground.
Only one word for this episode. Masterpiece! Congratulations!
Very kind of you. Thanks Damon
Clicked on this when Warren Redlich recommend this video on Twitter. Great video.
Thanks Topdog525. Thanks also to Warren 🙂
Nice long form summary. Ties a few pieces together nicely
Thanks web2yt.
Loving Demis’ epiphany! Competing for personal gain seems much less productive/rewarding than collaborating for a better world.
Well done summary of Deep Mind's progress.
Thanks Tim.
Brilliant video breakdown, thourghouly enjoyed it, subscribed!
Thanks for the kind words and subscribing Chris
Good idea-branching out a skosh.
Maybe a lot of other Neuralink-adjacent topics could be good for the channel?
Anything related to Neuralink- companies, or otherwise
@@NeuraPod How is AI deployed to realize Tesla’s FSD? Does that differ from what Waymo & others are trying? At what point will Neuralink reach a sort of “singularity” & start beating its human programmers, Atari-style?
This time what went on in Vegas will not stay in Vegas!!
I met both Britney Spears and Elon Musk in 2000 at Bellagio. Britney just stared at me as she was singing on stage and I was standing in an archway above and nearby. I'm not sure if I was supposed to be standing up there by myself but I did have her undivided attention. A few days later Elon came up to me and started asking me questions about what I was doing there, in Las Vegas and Hawaii during that time. If I would I be fine answering a few questions. And if I was a gambling man? I stated, "I was on vacation and I only like to bet on things that are worth betting on!" I had earned these trips by qualifying reward points at my work. He asked, "What kind of work is it that you do?" I said, "Commercial energy saving promotions but I had been schooled in Automotive Marketing Business Administration and worked in that field for several years as well." He asked me, "If I had millions of dollars to spend what would be the most innovative businesses that could help humanity?" We talked about electric cars, we talked about solar energy and so many other subjects for over an hour. Even commercial space exploration for the consideration of colonization. That way all of humanity's eggs are not in one basket in case of another world war, asteroid strike, major climate change, etc. These we're very expensive and ambitious businesses to become successful at. Therefore we had to talk about ways of keeping a low overhead in advertising, distribution and the manufacturing. He said, "They were all very good ideas and that they should be done!" He said he had already made hundreds of millions off of a couple internet companies he started. "One of them was PayPal," he stated. Not that I had really done a lot of online banking or e-transfers at that time I didn't think much of it, until I noticed online about a year later that I could buy something off the computer with my PayPal card! Unfortunately I had just received a promotion as regional manager with the company I was working with. This made me let Elon know that I had to wait for a few years before I could assist further. I keep on sending out messages, hoping that he will get one and reply back. I will probably have to keep on trying, he gets more messages in a day then I would in five years! It is very inspiring to me to have a conversation with someone and they dedicate the next 20 years to making our conversation reality! We also talked about becoming your own best supplier and starting businesses that help your existing business. A type of slingshot effect that he has incorporated very well. It is so ambitious and amazing that he was willing to put pretty much all of his money where his mouth is and just make it happen with a consistent dedication. Congratulations Elon and I am looking forward to working with you again, one day in the near future! I still come up with innovative business ideas on a daily basis. Of course Britney I always wish her well and would enjoy meeting her again as well. Let's shoot for the Moon then Mars and then we will end up amongst the Stars! If you would like to learn more of these topics let me know. People with integrity expect to be believed otherwise they let time prove them right!
propower101@hotmail.com
thanks so much xxx it's still a process to control emotions xxx we cannot lose them, but ... somehow, by keeping them at bay and focusing on the ideal, the machine is able to be manipulated xxx once free-will is introduced, there is that mayhem that ensues with every creation that is left to 'blow in the wind' ... but ... there is a collective which builds up a resistance to movement due to clumping or cornering ... the ideal is to build a space which is non-restrictive but an invisible harness (heard words/commands) that are louder and more insistent than the random words in the gathering ... so, yeah, it's a weirdo situation like being caught up in a stadium ending up on the stage ... hand me an instrument, and I should be okay ... so, yeah, whether the instrument is inside or outside or both, it should help to focus on a de-clumping in good time and with no injury xxx
The breakout tunnel strategy is something we used to try and do !
Good job on this gem of a presentation, guys 👏👏👏
Thanks Not_elm0. Very kind of you
Thanks Not _Elm0! ✨
Great video. Very interesting and informative. Thanks a lot
Thanks Daniele.
Thanks for such a through exploration; well cited. Incredible research, all consolidated.
Interested parties like me will watch it all; try some bite sized-sound bites to get attention.
As much AI research as I’ve done, I was fascinated to learn about deep mind’s access to Google’s systems for energy….my jaw hit the floor. Thanks.
Thank you for the kind words Lance.
The new anchors asking Elon about his investment in DeepMind came up with some brilliant questions 😃 I’d love to hear Elon’s response to those very same queries today. I feel like back then he was almost being shy & has grown his confidence since then 👍🏽
Coming back to watch the 2nd half tomorrow. This vid’s awesome, Ryan, cheers 🙏🏽
Holy cow 🐄 AlphaStar’s pretty epic! SC2 grandmasters perform hundreds of APM (Actions per Minute) & I love how Manna said he usually tries to ensure his opponent makes mistakes + how that didn’t work up against AlphaStar
I play a game called Stellaris, and a full play through can be 10s of hours.. makes me imagine how AI could perform a task flawlessly without pause. Where as humans could perhaps go 12 hours straight.. but their performance would become increasingly strained over time.
I love the concept of cocreating with AI & use GPT-3 tools to enhance my writing & visual artworks. Currently working on a book that’s all about cocreating with AI 😃📖🙏🏽
That Stellaris example is pretty chilling and incredibly awesome at the same time, imho. Flawless longplays on big, maybe even modded to be MUCH bigger, maps. Not a single mistake, every choice - brilliant.
your channel is getting better and better
Thanks Jacob.
I love your content. Just watched the whole video. Please continue making cool videos
Awesome. Much appreciated Lex.
Thank you for this video Rayan!
Our pleasure :)
I want to use the deep mind programming to resolve my rover problem because the rover has 27 machine and it can walk fly swim and roll rotates...so I have already design it the model in order to make it practical I need the deep mind programming to handle all the tasks and other which I should not mention thanks I great work you have done excellent
I appreciate the video - thanks so much. Please keep at it.
Thanks for the encouragement Frank.
2 advantages of machine are:
1. Lack of forgetfulness
2. Lack of emotional predisposition that typically underlie mistaken conclusions/decisions
Amazing how AGI is quite capable of determining if its opponent is a human by analysing their moves or mistakes but the human player would be hard pushed to evaluate this in a metaverse-like test environment other than using their instinct Great presentation I am looking forward to more👍
Thanks Max Up with Max.
To err is human
This was a truly excellent and thorough documentary about Deep Mind. Thank you!
Thanks for the kind words Robin
I was always a skeptic and this puts the why together nicely, I think what Demis learned from his AI is that, hard things like chess are acquired skill and not a measure of one's general intelligence. Way I see it DeepMind solved artificial skill mastery, which is a milestone, its better than I thought possible but I wouldn't call it intelligence. Look out Skillshare though, I want to hear AlphaGuitar, imagine it would be like hearing Hendrix for the first time.
Wonderful as this is, there is one thing missing! The understanding that the nature of reality and intelligence is a consciousness that is the fundamental ground of reality. This consciousness is not physically based, it is nonphysical! Though expressed as physical also!
OMG! I ´ve played chess since I was 3 and I wanted to study physics but decided to study cognitive neuroscience for the same reasons. It is scary to see people that have a very similar train of thought.
Clown who are you
Just shows the commonality between us all ;)
Please solve every problem in cognitive neuroscience.
This is remarkably good content. Thanks very much for making this video.
Thanks for the kind words Pikminiman. We appreciate it.
Big Tech is the enemy of humanity.
Great video. Thanks for posting.
Thank you :)
Amazing job guys keep up the great work
Thanks for the kind words Matt.
good stuff very well made, im inspired
Thanks for the kind words SCguy7.
Demis Hassabis, the CEO of DeepMind was recently on the Lex Fridman podcast 👌
Yes, nice timing :). We'd been working on this episode for ageeeeessss
You've done a great service to your audience with this video. My understanding of Deep Mind has contributed significantly to my enhanced perspective of AI. Many thanks... SoCalFreddy
Thanks SoCalFreddy
A great dis-service to society.
Digital chains on the world
with the power of ai
welcome to hell, slaves.
I played breakout when it was released and i was a kid and it took some games to find the solution with the "side-gap".
Great work. Keep going.
Thanks for the kind words Patrick.
Very informative, exciting and inspiring documentary on Deepmind and AI. Congratulations.
Thanks murat.
ai is bad
it will enslave us all
It's pretty incredible, but would not a better application be applying the AI to solving the problem of creating a truly General AI?
wow !!!
that actually looks like a dream or unexpected thing which us actually in a progress.🤯
If you look at just one Ai vs another then the future of AGI is far away. The sharing of data sets and knowledge is a lot more cooperative than I originally thought. I think that since they have already found ways to start to combine diverse Ai's the advancement is going to be crazy fast. My current prediction is that the TESLA Bot while mastering spatial awareness will quickly be adapted to LaMDA 3 or GPT 4.0 for conversations and human gesturing that will blow peoples minds.
Amazing skills and high forms of intelligence (with a major focus on the intellect). What is missing here (from my perspective) are the spiritual and metaphysical dimensions. So much of this work and development is limited to the material world and how to get things done and done better. I am not here to downplay the value of lots of the progress that is made and how Ai and technology can assist humanity with important tasks and even be part of a brighter and more peaceful future, that we will hopefully see globally soon.
But after all we are human beings and not "human doings"! So what we need is not only get to know our minds and the material world but also our deep connection with nature and the true purpose and potential of the human heart. The heart is actually a more powerful organ than the brain, not only electromagnetically but also in many other way - seen and unseen.
Also a field that is incredibly important is somatics. Our body is an amazing device, an incredibly powerful and adaptable vehicle. If we focus too much on the brain and the intellect, we are missing so much of the intelligence inherent in the body, in the cells, in the interplay of all the elements within the human nervous system. There are so many things that are playing into our human experience, which is far beyond the mind, beyond the intellect. Most people are trapped in their thinking process but the real magic happens when we do not think! Inspiration, meditation, deep insights do not happen only in the brain and if you observe carefully, you will find that the true magic is happening in the gaps, in the silence, in the void! As humanity we need to overcome our fixation on the mind and intellect. Only this will ensure the continued existence of our civilization. At the moment it looks like we are heading towards our own extinction. This is not our true destiny! The mind does not have and will never have all the answers.
thanks for a good episode
this is awesomme man
Thank you Anirban
Interesting that it's not designed to recognize specific games (now), but it seems to recognize a pattern of strategies instead, which in turn can be used in any game (or real life). 🤔😱
In addition, this was a FANTASTIC video...👍👍👍👍👍
Thank you X Less Than Z.
@@NeuraPod Or real-time testing of new rocket configurations?
superb knowledge
I do love in innovation and curiosity of the world and I started 1982 comidore 64
This man demis hassabis is the one who solved AI and deeply changed the world forever, he seems invisible but should be considered one of the most important figures in human history.
I agree Jg235. In due time.
Re: AI at Work? It seems like the last few F9 landings had expended a few extra seconds of ISP to hover down to a centimeter perfect landing. On the last landing, the softwares & systems teams got all four legs touching square on the new “precision” ring drawn inside the SpaceX bullseye, as would be required of Starship chopstick captures. Big ups & here’s hoping for an uninterrupted series of similar mind boggling performances!
For early Starships, maybe a virtual landing tower of flying drones like we saw at Cyber Rodeo &/or a floating target held in place by submerged drones?
Could (was) AI be involved in developing last week’s B7 spin test regime to optimize results? A new job for Optimi looking around harsh environments to detect anomalies?
There are synergies across all Elon's companies. I assume SpaceX uses AI of some form in a variety of teams.
Incredible video!
Thanks Sathaniel.
Thank you for your hard work!
Thanks for watching Romio.
THANK YOU VERY MUCH for sharing this with us mere mortals.
Lol, thanks David.
Demis Hassabis is the REAL DEAL
No question imo
I would love to see agi explain trust, write poetry about love and affection. Even music composition... Ofc there is more important things to focus on like medicine and biological to augment our productivity
I'm genuinely interested in this topic; both intellectually and as a significant risk for humanity's flourishing or failure.
I would have liked a little discussion on the missing pieces needed to achieve true sentience. I think they're things like the ability to reason logically; attention; some understanding of time sequences or cause and effect; and a model of individual sentients so that it can then run a simulation of itself as a sentience and thus achieve self awareness. Check out Joscha Bach.
(I think it's important to include ideas about likely developments, in the background of some speculative fiction.)
only thing im woried about what will we do when AI could solve our every problem. I guess we will be all siting on the porch with our rocking chairs
great episode!
Thank you for the kind words.
26:16 “ the AI will chase us there pretty quickly” 😂
Brilliant
Cool stuff!!
Thanks Jalal
Everybody who played Breakout back in the day knew that if you could get the ball up there, you'd be very effective in winning.
Goodbye ant hill 🤣👀 great video bud 🙏🏻 I’m excited & scared for the future! Glad we have Elon looking after us.
Thank God for Elon musk, let's just hope that he's not the Antichrist 🤞🏼
@@kot667 absolutely not, what a load of rubbish🤣
@@JakeEssex don't get me wrong I'm a huge fan of Elon musk though I am also a Christian and I cannot deny the fact that there are a few prophecies that sound like they are describing a man similar to Elon musk, so this is the only reason I'm wary of Elon musk potentially being the Antichrist.
Artificial Superintelligence will be smart enough to know that it is not confined to this planet and therefore will have no reason to get rid of its creator.
LOL. another deluded Musker.
Great video!
Thanks Mats
Demis Hassabis makes me think of the computer scientist in the movie Terminator that invents Skynet
I can't help it. Everytime I see Elon Musk in an interview or public presentation I only see him replicate superficial knowledge and scifi inspired quotes. I somehow always fail to see the 'brilliant engineer' he supposedly is. I was actually really surprised to see him in this video.
(Great video by the way thanks!)
Thanks for the support. Elon's indeed a brilliant engineer.
Excellent I love programming I am trying to make to use it in many machine simultaneously ..pls help I am just trying
Quality documentary
Thank you Jason.
"Душа",это индивидуальная память,очень точная,основная лежит кучей в кладовке,но она никуда не исчезает,просто в данный момент она не нужна.
Did AlfaGo played with AlfaZero?
I remember the early 90s when this thing called the "Information Superhighway" was going to solve all our problems. It did not work out that way
To think that AGI will never happen is to think that something like GATO is not in that direction or that there is some hidden ceiling limit yet people continue to say that it's impossible with latest unsubstantiated proclamation being that it's only possible with real world interaction in the form of a physical body. These assertions, like the old one of a 3 layer neural net being sufficient for any function, are what are worth betting against. I wish I'f have been in Elon's position and able to invest in DeepMind that early.
You just use the Sony earphone collecting the voice ? It Sounds very good
Thanks for the compliment, but not using the Sony headphones for the mic. It's a Shure SM7B
Keep up the hard work, I'd like to meet you some day. You will have a bright future.
Thanks for the kind words David. I wanna be clear- although my face appears in the video, more than 50% of the work for this video was completed by Omar, so big kudos to him as well. -Ryan
Nevertheless, we both appreciate the support. It helps keep us going.
Great video,😊
Thank you Branding in Pajamas
Great video.
Thanks evertoaster.
this all seems like a mirror of us on speed. we should not forget that it is us which is mirrored. if we now give over several aspects of our intelligence to these algos we could devolute our capacities - which then will also be mirrored. I guess this is some kind of a very dangerous trap. speed up extinction? Perhaps superintelligence would decide to stop that upspeeding? Is alphafold capable of folding itself? Is mankind capable of folding intelligence?
I have AGI & ASI solved... have proof, demos, and specs... worked on solution for 50 years!
🔥🔥🔥
Are you going to make a video on stentrode?
Yes at some point. Haven't started though.
@@NeuraPod looking forward to that one 🙂
Your brain can be taught to move at fast speed if you train your brain to collect information at a high rate speed you can do it.
Can Alhpa team create program allowing me to see Lotto numbers for day ahead?
If a million people use that program you will win $5.00 lol
Subscribed 🤝🏻
Thanks Code.
Thanks!
Thanks for watching Howard.
I didn't realize how close we might be to a general artificial intelligence and didn't take it seriously, until AlphaGo defeated Li Sedol. A game with vastly larger search field than chess and which was thought to rely mostly on intuition. That success of AlphaGo changed everything.
True. Craziness
@@NeuraPod Re: AI at Work? It seems like the last few F9 landings had expended a few extra seconds of ISP to hover down to a centimeter perfect landing. On the last landing, the softwares & systems teams got all four legs touching square on the new “precision” ring drawn inside the SpaceX bullseye, as would be required of Starship chopstick captures. Big ups & here’s hoping for an uninterrupted series of similar mind boggling performances!
For early Starships, maybe a virtual landing tower of flying drones like we saw at Cyber Rodeo &/or a floating target held in place by submerged drones?
Could (was) AI be involved in developing last week’s B7 spin test regime to optimize results? A new job for Optimi looking around harsh environments to detect anomalies?
Alphafold did it for me - that progress was projected to take another 25 years. We are certainly on an accelerated course.
@@RickeyBowers I was significantly influenced by the book "Emperor's new mind" by the Nobel prize winner Roger Penrose. There he mentions, that even though computers can beat best humans at chess, for a game like Go with a vastly larger search field, human intuition seems to have an edge. He goes on to say that it might forever remain so, because it's unlikely that we'll have machines that can perform brute force search in a Go game. So unless we create actually intelligent machines, they'd always loose at this game.
I still respect Penrose a lot - even Einstein couldn't foresee everything...
Thanks for adding to the documentation of this astounding topic! Just listened to Lex Fridman's interview with Demis a couple of days ago. Pretty mind-blowing stuff. They talked about AI controlling nuclear fusion reactions, among other things. It seems like AGI could lead to major breakthroughs in things people have been struggling with in a wide variety of fields, very quickly. And immediately after that, AGI will be doing things that no one has ever been close to mastering. Science fiction will become real, and then things that few people have ever imagined. Use AGI to solve the climate & ecological crises without killing the people who cause it...
Working on it .
Using natural intelligence .
Will the people causing the problem accept the AI's solution? If they don't will the solution have to be enforced?
Maybe we cannot have the technology needed to fix the climate crisis or manage to scale up the technology sufficiently to where it's needed, given the time we have left. The commercial nuclear fusion reactor implementation is still 30 years away isn't it? Can super AGI cut this down to 5 years?
Why would you want to wait 5 years ?
The life support systems are crashing .
We need it now .
Demis reminds me of the guy in the Terminator movie who invents Skynet
Job well done
Thanks Renaissance MEN.
Another aspect of DeepMind's focus is that of using its intelligence or processing to defeat humans in the best games on the planet. While that was a way to validate its function. You would have to take note of Elon Musks' reservations about an AI that focuses on being victorious against human opponents. It reminds me of the 2001 Space Odyssey film where 'Hal' was not very responsive to the humans returning inside its property? What is needed is AI that is COMPLEMENTARY and SUPPORTIVE of human endeavours. Not with a 'shoot em up' mindset!
Porche as a freshman? So was his family working class or not? Was his roller tycoon-esque game really that big of a success?
49:20 generalist agents are kinda sketchy. context is really vulnerable to noise, I suppose they can implement complex noise detection but the more layers of complexity, the more confusing it is when something tragic happens.
Human self-awareness is said to appear between 3 -5 y.o. I don't believe it's incremental, just as I don't believe AGI will be incremental.
Always shocks me that when people talk about AI no one ever mentions Tesla. The AI involved in driving in the real world by understanding what it’s seeing is in my opinion way beyond playing a game or chatting by searching the internet.