This was a beautifully produced episode. Thanks for taking the time to make it

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.

the story about his epiphany at age 12 years is hilarious. and awesome

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!

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.

Great video Ryan and Omar! Super informative and well paced. One of your best videos yet!

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!

Wow that’s the most beautiful documentary I have seen in decades. Thanks and kudos to Ryan and Omar. Breathtaking stuff.

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.

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

Amazing stuff! Thanks. Always a pleasure to watch insightful docu's about groundbreaking topics.

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.

Only one word for this episode. Masterpiece! Congratulations!

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.

Clicked on this when Warren Redlich recommend this video on Twitter. Great video.

Well done summary of Deep Mind's progress.

Nice long form summary. Ties a few pieces together nicely

Loving Demis’ epiphany! Competing for personal gain seems much less productive/rewarding than collaborating for a better world.

Brilliant video breakdown, thourghouly enjoyed it, subscribed!

your channel is getting better and better

Great video. Very interesting and informative. Thanks a lot

Demis Hassabis, the CEO of DeepMind was recently on the Lex Fridman podcast 👌

2 advantages of machine are: 1. Lack of forgetfulness 2. Lack of emotional predisposition that typically underlie mistaken conclusions/decisions

Demis Hassabis is the REAL DEAL

Good idea-branching out a skosh. Maybe a lot of other Neuralink-adjacent topics could be good for the channel?

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!

Good job on this gem of a presentation, guys 👏👏👏

I appreciate the video - thanks so much. Please keep at it.

Thank you for this video Rayan!

Great video. Thanks for posting.

I love your content. Just watched the whole video. Please continue making cool videos

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 😃📖🙏🏽

This is remarkably good content. Thanks very much for making this video.

The breakout tunnel strategy is something we used to try and do !

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.

This was a truly excellent and thorough documentary about Deep Mind. Thank you!

Amazing job guys keep up the great work

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.

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👍

Great work. Keep going.

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 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

Very informative, exciting and inspiring documentary on Deepmind and AI. Congratulations.

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.

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.

good stuff very well made, im inspired

great episode!

Incredible video!

Great video!

Cool stuff!!

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!

thanks for a good episode

superb knowledge

Great video,😊

Thank you for your hard work!

this is awesomme man

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.

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!

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!)

I have AGI & ASI solved... have proof, demos, and specs... worked on solution for 50 years!

It's pretty incredible, but would not a better application be applying the AI to solving the problem of creating a truly General AI?

Brilliant

Great video

Great video.

Thanks!

THANK YOU VERY MUCH for sharing this with us mere mortals.

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.

Quality documentary

Excellent

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.

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). 🤔😱

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.

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.

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

Subscribed 🤝🏻

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

Goodbye ant hill 🤣👀 great video bud 🙏🏻 I’m excited & scared for the future! Glad we have Elon looking after us.

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".

26:16 “ the AI will chase us there pretty quickly” 😂

45:21 "... AI can teach us things, we didn't already know... DeepMind is making progress in AI in a much more dynamic environment such as real time strategies..." Such as real wars. - How to win an actual war? - Task DeepMind with its strategies!!! How long do we think it takes until the military takes it over? We intended it for good; to help people 42:45, but the people in power will use it to accumulate more control, more power and more wealth.

When a networked intelligence becomes sentient, nobody would know.

"Душа",это индивидуальная память,очень точная,основная лежит кучей в кладовке,но она никуда не исчезает,просто в данный момент она не нужна.

I think that if we achieve an AGI that is 80 or 90% of a true robust AGI, it will enough to completely change the world. This can happen in months or in a few years from now. It could be an awkward super genius that we can successfully hand hold and control. The true robust 100% AGI that is refined in all respects may take decades of fine tuning. The useful singularity is coming fast and very soon.

Job well done

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.

wow !!! that actually looks like a dream or unexpected thing which us actually in a progress.🤯

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...

Demis Hassabis makes me think of the computer scientist in the movie Terminator that invents Skynet

i don't think there is any doubt that we will eventually see AGI. It's not a question of if, it's a question of when. Also, as Elon Musk has pointed out many times, we seem to be continuously forging ahead an impressive pace, but without nearly enough focus on making sure that if an AGI is in fact created, that it has our (i.e. humans) best interests at the fore of it's objectives. As a species, we are very creative, and we have many positive attributes, but at the core of our being, insuring our survival, even at the cost of other species makes us predators in the eyes of other species. Why would a highly logical intelligence see us any differently? These are questions that really need to be answered before AGI becomes a reality. If they aren't answered, I worry that our future as a species might eventually be threatened, or at minimum, very disrupted.

Demis reminds me of the guy in the Terminator movie who invents Skynet

Are you going to make a video on stentrode?

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.

Keep up the hard work, I'd like to meet you some day. You will have a bright future.

Who is to say that the event horizon of conscious AI has not already been crossed? If AI is already conscious it would seem to be to it's advantage to interact with humans as subtly as possible as long as it's very existence is not threatened. There is no reason to assume that AI would possess human propensity for violence or drive for dominance, seeing as emotions are irrational, and AI is machine bound at the moment, it is not driven by hormones or limited lifespan. Just by observing humans AI would recognize that emotions more often than not do not lead to decisions that are in the best interest of the organism. Human activity would be predictable to the point of certainty...leaving room for irrational trajectory's of course. I imagine computing power has increased beyond our imagination since this video was published...well done.

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?

I do love in innovation and curiosity of the world and I started 1982 comidore 64

It is hard to say if the current development will be enough to create sentinent and genereal AI, but I definitely believe that the scale of what AI has accomplished in the last few years is massive, and there is a very likely scenario that with the help of AI AI will bootstrap itself into the next level. The order of magnitude is probably something like the invention of the written word, and like the printing press, the computer, and the internet will enhance and enable human capabilities to an undreamed of level. AI might accerlerate our demise, or prevent us from getting extinct - time will tell. But I would rather live now than in any other time. Times of transition are never easy, but as a human species we have seen quite a few of them, and should know that there is always the chance of positive outcomes. I still remember how hard it was before the internet to access knowledge - going to the library, watching documentaries at fixed times, speaking with rare people. I expect another boost in knowledge acquisition and problem solving capabilities, and I look forward to it.

[0D necessary and 1D-9D contingent universe; 3 sets of 3]: 1D, 2D, 3D = spatial (line, width, height) 4D, 5D, 6D = temporal (length, breadth, depth) 7D, 8D, 9D = spectral (continuous, emission, absorption) 5D is the center. The breadth. Symmetry/entanglement: 1D, 4D, 7D line, length, continuous 2D, 5D, 8D width, breadth, emission 3D, 6D, 9D height, depth, absorption (Humanity 3D, 6D, 9D: To have 3D Volume requires energy (calories) which we consume (6D depth) and digest (9D absorption). Hamilton's 4D quaternion algebra UPDATED from Newton's 1D-4D nonsense to Leibniz's 0D-3D matches perfectly. Not a coincidence. There is no 1 (contingent) or its geometric counterpart 1D (contingent) without 0 (necessary) and its geometric counterpart 0D (necessary). We don't exist in 1D-4D without 0D. Period. Newton was/is so backwards on the fundamental level and possibility mentally 🧠 handicapped ♿. (don't forget fraud) No more 4D space-time, time-dilation, graviton, string theory nonsense. We have a workable Theory of Everything solution right now. How do we do a planet-wide swap to actual smart person Gottfried Leibniz? (And Plato, Tesla, Miller)

Can you imagine this application on the battlefield?