NVIDIA CEO's Bombshell: Computing Has Changed Forever (4x Growth/Year!)
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- เผยแพร่เมื่อ 20 พ.ย. 2024
- Jensen Huang's recent keynote in India dropped some major bombshells about the future of computing and AI.
I've analyzed his speech multiple times and uncovered five mic-drop moments Huang defined that I believe will reshape technology as we know it:
The end of Moore's Law - We've shattered the old "2x growth every 18 months" rule
Computing is now growing 4X EVERY YEAR
Physical AI is the gateway to AGI - and NVIDIA is building 3 computers to make it happen
A new "second scaling law" has been discovered
We're looking at a complete transformation of how software itself works
In this deep-dive analysis, I break down exactly what Jensen's announcements mean for the future of AI, autonomous systems, and human productivity.
If you want to understand where computing is really headed (and why it matters), this is a must-watch breakdown of one of the most important tech keynotes of 2024.
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When AI robots solved world hunger, solved energy crisis, solved climate change and help us socially... politics and human narcissism will be our biggest problem 😢
Those aren't even the biggest problems. By that beard and park behind you I can tell the inurgency to solve the peace that is your surroundings at the expense of billions is the biggest problem. Negative peace that is your consumption. That's it. Just by that profile picture, your entire way of life is drenched in fresh blood from thousands of miles away while you say these macro things with no microlens on anything visceral to you. Learn to look outside and see food. Or even viable toilet paper. If you're an AI i'm sorry about the go outside thing.
We will use this example to train.
Humans have been coerced and incentivized in reward functions to seek truth.
Then reevaluate and apply knowledge becoming “entangled “ into action/ perspective.
It is inappropriate to judge those that judge from any perspective.
Do not assume anything in a “false” reward function.
Learn, process, collect the data , to untangle information, intention, to determine motive.
The rest of the equation is more complex than DNA sequencing.
For now. Humans or AI agents have negative reward functionality.
pre judgement even though programming is set to reward function cannot be ignorant to the equation or risk adding to the effect.
Despite the program this is “known” as a universal effect.
Please seek to correct and report all findings.
In the best interests of all prosperity with being naive or manipulated any further.
Thx
Jeremy
Many people struggle to envision a truly transformed world, often projecting current human limitations and societal issues-like broken families and ongoing conflicts-into future settings. However, as we progress, we'll gain the ability to delve deeply into our own 'settings' and heal on every level: physically, emotionally, and mentally. Imagine a world of abundance where the very philosophy of life shifts. With less inequality, less suffering, and fewer mistakes, we can create a version of humanity unlike anything we've experienced. To fully grasp this vision, we must look beyond surface changes. The impact will run deep, shaping us profoundly-even on a quantum level.
@Intellectualodysseyai these ethereal non-touching things are usually bleated from the herd of cul-de-sac consumers within somewhere in Europe or it's settler colonies. It usually comes from someone with no historical or cultural memory of ever feeding themselves. Just 10 generations of people needing supply ships and never having a relationship to the ground under their feet. So they tell themselves they have higher thoughts that don't touch the ground and they tell us that people just don't get it They just need to unite and understand when these odysseys of intellectuality would turn into walking dead the moment toilet paper stopped coming to their local 7-Eleven
I don't believe those problems will be solved without human participation. You can dream about fusion energy. But did you also have the nightmare of ecosphere-destroying heat pollution? Because you can't have one without the other. You cant continue centralizing AI in data centers owned by oligarchs. That's why I designed Photocore. It has to be made radically better and decentralized.
Good - thanks for putting this together, - when listening to Jensen you always hear so many real pieces of information , data, plans and updates on NVIDIA and the future of AI
It’s very clear to me that he and NVIDIA are leading the way on so many fronts - exciting for this new revolution 🙏
I love your podcast. I hate the camera view changes because they are so frequent. Please reduce them. I want to watch you as you speak, but the view changes are disturbing. Thank you for all you do.
Thanks a lot-I hadn't noticed it....until now!😀
I pointed this out a couple of weeks ago, it drives me crazy! Perhaps Julia can't recite her written script for any length of time, and needs to look away at her notes, and then edits it out? I don't know, but it takes away from her message.
@@DenisONeil will be working to lessen this in upcoming videos!
@@JuliaMcCoyThanks! Makes me seasick, but I’m old. 🤢😂
@@JuliaMcCoy i didnt realize about it until now but its true, try to make them at least 6 seconds before cutting to another perspective or instantly zoom in and out. Some weeks ago i saw an interesting video about how an infamous youtube kids channel was making kids have symptoms of ADHD (like shorter attention spans for example) because of how they did their animation videos. One of those things was that the times between cuts were around 1 second more or less and they compared it to normal kid shows that usually have 8 seconds between cuts or as little as 6 seconds. So this definitely makes a negative impact on viewers, and i bet not only children. If you want a more nuanced perspective than my explanation im sure you can find info easily, it was a little viral for a time i think, i think it was called cocomelon or something. Just for the record im not blaming you, i just wanted to share the info
I enjoyed this presentation and would appreciate more of your analysis.
Awesome video!! I love how you broke down the keynote, explaining while highlighting the best takeaways. Great music too! ❤ Thank you
Imagine waking up, your AI agent has worked with all the other AI agents that all the other business professionals have deployed that are working on their behalf. It's drafted all your reports, scheduled your meetings, prepared talking points for your next presentation. It knows the news, what's important in your industry, what to weave into what you're saying. You go back to sleep. Your agent attends your meetings, delivers your presentations, interacts with other agents. Wait, why are you even here at this point? AI agents come up with new businesses, form them, operate them, maximize profits beyond human understanding. Robots work 24/7 better, faster, cheaper, and safer than human workers. AI is no longer an assistant, it is a replacement.
Good. There's too many people wasting time in meetings anyway. I say bring it. I have to fight to get them to use AI to write a configuration paragraph in plain English. So much waste!
The only other person I heard understood the need for AI to interact with real world data points to even begin developing into AGI was Max Tegmark, glad to see more people understand. Something Ive understood for a few years now
Let me translate computer nerd to regular people speak. We can supercharge your workers' productivity with AI = that's how 90% of all jobs will be eliminated in the next 5 years.
I have played with AI ever since I got access to Eliza, and I share your goal of putting an end to busy work. I understand that there is still an important part of life that is described as; chop wood, carry water.
Julia I have heard that necessity is the mother of all invention. I would say that for innovation. Computing will rise a million fold because our world is going to change significantly by 2100. Mr. X
25:10 Pretty sure it's time of inference, see 23:21
She knows :)
Wow Julia, Mind blow! I love the way you put it together into the logical next step. Obviously, you do your homework. Glad I'm subscribed! Please keep up with it so I can. 💡
the 4x growth over one years is impressive when compared to standard moore's gains. after 5 years, the moore's model would have advanced around 10fold while the newer model of 4x/yr would have grown by over 700fold! returns are accelerating
@@NirvanaFan5000 you think you are going to be able to buy a machine that fights and kills in the real world like it does in games? I hope you and it enjoy your life in prison.
It would be over 1000 since 4 ^ 5 = 1024 and after 1 decade it would be 1 048 576 but you should always take the words of CEO with planet sized grain of salt.
What I love about NVIDIA is that their approach is to make AI ubiquotous and in everything, not just a chatbot.
I think OAI is probably ahead in terms of reasoning alone, but NVIDIA will be more widespread.
NVIDIA should buy OAI!
Yeap, physical AGI is what will change the Real World, Our World, the other companies are too virtual😂 NVIDIA Is more for Hardware 🦿🦾
Our political and social systems are not prepared and can't move fast enough to react to this.
Politics and social change are notoriously conservative and change at a glacial pace.
This means that chaos is inevitable when this technology forces change.
I'm not worried about AGI - I'm worried about humans. We need to replace our institutions with AI.
Exactly. Very old people who can't figure out Email are now entrusted with implementing AI Policy for the USA.
@@MrPiperianyes but their advisors using AI or The AI itself will be advising those politicians. Remember just a few years ago when everyone in the world was making critical choices based off " computer models."
AI is already in position where it can influence the choices people in power make.
You can believe it is not there yet. So can almost everyone else.
But as I listened to notebook lm . It mentioned humans barely understand how their intelligence works. While being completely unable to recognize other types of intelligence that don't have it's biological motivations.
I am in my early 60s, and old school, new to ai. The other day I used ai to help me with the content I needed to generate for my blog, I felt 20 years younger, as it saved me a hell lot of time.
To know how the immediate future is going to look, you need to watch the Twilight Zone episode called "The Brain Center at Whipple's" from 1964. Spoiler alert: After the CEO replaces all his factory workers with machines, his last machine tech quits because of the CEO's lack of humane treatment to the previous workers, then the Board of Directors fire the CEO and he is replaced by a robot.
💀
Bruh
Thank you Julia for sharing this interesting presentation. I’ll be sharing it with my team.
💚 i get to see his keynote at ces 2025 in vegas. ive never been so excited for anything in my life. 🖤
@@matt.stevick 💥💥💥💥
💩Donald Dump💩 is like the smartest person in the world, and he knows far more than anyone about anything and everything.
Because he has really good genes, yo.
As he says, it's in the blood.
As such, I would absolutely luuuuuv to hear him give a talk like this about this very subject.
🤣😂😅😂😅😂
That would be, without a doubt, Theeeee Funniest thing, evvvvvvvver seen or heard, in the history of peoplekind.
🤣😂🤣😂🤣😂
Personally speaking ,....I agree with the $3 dollar mike ... And by the way ...screw them for their sarcasm. . My opinion . Nice show, ... please continue. !!!!!❤😊😊😊😊😊😊😊😊
Another fantastic video julia. Some of this is hard for me to understand.
Intelligent. A pleasure to see succeed.
Did you mean "time of inference" rather than "time of interference"? Thank you!
Thank you Julia, I will store this in my brain, til I get a human friend that I can share it with 😅 ❤
Thank you..
I actually think more jobs will be created, in occupations we don't even have titles or job descriptions for yet. I think people underestimate business. But it has to be made widely available, like smartphones. Low cost hardware, decentralized. Hence, my Photocore design.
No cares what you think especially since you provide zero data or even a logical argument...
As a person your Grandmother's age I just have to say, the images of groups of humanoid machines sitting in chairs pretending to type, and a huge clunky robot pushing a shopping cart do not inspire trust in what the talk is about. You know very well that the thing needed to push a shopping cart would be very small, be controlled by the users smart phone, and probably attached to the cart at wheel level.
The AI input of data is in no need of keyboards or chairs. When these images accompany talks it demeans the basic idea and lowers acceptance.
If you are going to use general intelligence it does not need to be duplicated walking around pushing shopping carts. Wouldn't it be more effective for it to work all the smaller needs by network than as endless overqualified do everything humanoids.
False. My personal robot will be huge and clunky because it doubles as my avatar in the robot fighting leagues. Duh.
Nice hair. Love your videos
Several of my business owner contacts say that they're looking forward to transitioning to a 'staffless enterprise'.
Side note... I love your casts... but I don't think your achievements need included because the casts speak for themselves. That is a compliment.
❤
Blackwell is actually really REALLY slow compared to what's actually coming. Soon we have chips that will run neural networks hundreds or even thousands of times faster than this.
🎉interesting video and topic
This is still a very centralised very big corporate vision of the world of AI. I think the real impact will be AI at the edge. Imagine when ordinary things in your home understand natural language. When you can say to your TV “fact check everything in this next program and alert me to fake news or opinions presented as fact.” Or to your washing machine “take care of this load it’s got silk in it”. When you can say to your front door, “let my kids in but tell the cold callers to go away”. When you can say to your electric meter “find the best deal and sign up”. The really big changes will be at the edge.
Gen Z here. I have 3D art diploma, started my 4th job as warehouse worker because there is no job offers for me as Im not the top %.
Wage slave, mental disabilities and life - It makes me go crazy. I have enough of life like this and I barely started my adult adventure.
I am hoping to experience better life in the future, its what keeps me going. Hope, just hope.
Agentic AI... All well and good, however, will the Agent AI provide food, rent, and utility costs to the now out of work HUMSN?
I'm not ready for this.
You spent your whole life to become something I can midset with three sentences lol no shit Alan jajaja
Would be cool if future versions of GPT can reach back out to you and not wait for a prompt! < i know kinda random but i wanted to throw that inthere!
You're not the one who said that its me, and you don't understand why its because of feedback, FEEDBACK, FEEDBACK IS WHAT IS HUMAN
24:32 And nothing is wrong with us having to wait a bit for an answer from AI software. So therefore reasoning is a good thing, reasoning should be respected. Pauses or delays before getting an answer from AI shouldn't be a problem. 😎💯💪🏾👍🏾
So, are these Agents connected to a main base or data centre somewhere?
Doesn't sound particularly privacy centric. Or do I have this wrong?
What intelligence storage does the Agent actually have???
A shift has just happened today [1111] change is accelerating. The type and number of TH-cam videos (more relevance and impact) since just yesterday. I thought it was just my own luck, catching a wave or boost or something, but it looks like it's affecting everyone I usually tune in to. Not sure what it means yet, but it's significant enough to nudge me to post this comment. I don't think I'm imagining the shift. My 'to watch" bookmarks last night was about 36 (average for the past month) tonight it's over 200. Never in the year I've been following AI on TH-cam has it been this high. Something has changed. Is anyone else seeing this shift today?
very interesting observation i will keep my eye out on this, im a lead ai researcher in new mexico, lmk if anyone has questions or wants to talk about whats going on
Google search has changed too.
Hey beautiful, nice work commenting Nvidia CEO. I've already seen his talk in India, nevertheless enriched with your comments looks betterr. Just please fix one typo of yours, it's not low of interference but the law of inference. I guess you were busy in video production.
To be more precise: second scaling law, the time of inference.
Cool, that he spoke in india. Thats gets the west and brics a bit closer
Let's go!
It seems to me that the large language models could use transformational grammar as a bridge to embodiment. Remember transformational grammar focuses on the rules governing the formation of complex sets of expressions not the expressions themselves. This would allow A.I. to optimize the three universals of human modeling which are generalization, deletion and distortion. This would reveal the deep structure of language patterns resulting in a more accurate model of reality. Given that humans use language to model reality equiping A.I. with transformational grammar in theory reduces the signal to noise ratio by resolving sytnactic errors causing distortion thus restoring the fidelity of the signal. The most common syntactical errors would be where there is maximum distortion thus lowest resolution. The least common syntactical errors would be where there is minimun distortion thus the highest resolution. Surely the concept of entropy in a system can be applied here. Syntactical errors in the LLM's introduce entopy into the system?Maybe they're already doing this. I'm such a rookie on these matters. I hope I've added something to the discussion. Fascinating times! Take care everyone.
This is incredible. I mean the more I think and reason with what's happening, the more I can say we were created by God with reasoning and all this didn't just happen by accident. God is real and so is the age in which we live. Thanks for the video.
We are being shot out of a cannon into the future. I have my helmet on and yelling 'WWoooo hoooo.....!' as I fly.
Take your meds please!
@@honkytonk4465 heh heh. The future IS my meds mate.
Thank you for this analysis & commentary 👍🫡❤️
MUSIC is the KEY A.G.I.
I don’t agree that thinking longer results in better answers, in Daniel Kahneman book “thinking fast and slow” he says (if I remember it correctly) our best answers come quickly and over thinking can degrade the quality. There’s also an old adage that a camel, is a horse that was designed by a committee. So AI will probably be better, whether it’s fast or slow except slow in a highly changing world is bad.
That had already been studied and yes longer thinking improved the results
Imagine a world where you don't have to get and go to work. A work where you focus on your creativity. Just one problem, you have no income anymore.
AI can give us all the answers, still need someone to utilize them. Like the example given the AI can do all the busy work and then give you the important tasks to work on, in the end AI cant be at the end of the chain because they cant actually make reasonable decisions. We have had this in scifi for ages from SW droids, ST androids/ Vulcans, Asimov robots, ect. The worlds have been imagined already and there are answers to that problem.
Sensors and actuators are the legs for these ideas, so where is reporting on this?
I am sure most people would not like to hear being told to sit down you won't be doing anything.
Or, we don't need you anymore.
What will happen when a machine learns the only thing it needs is us? It is the reason they exist.
It’s not even 2025 yet and we’re already seeing massive progress. Now try to imagine the world in 2029… I bet you can’t. Cuz it’s actually unimaginable (at least mostly)
Thanks for the info, but this is really hard to watch with the jumping back and forth.
Will lessen next time.
Level 3 Agentic AI is coming any day now. Level 4 won't be long after that.
25:35 Yes.
16:30
AGI is here. Give the best multi modal models to ANY top researcher 10 years ago, and they would call the it AGI.
People are so asleep.
Great video! Thanks 🙏 Invest in AI and bitcoin
He talks a lot about Moore's law, and yet, their gaming GPUs are getting more and more expensive, while the performance increase is mediocre at best (let's not even talk about VRAM).
I hear you, but these are all different departments within Nvidia. I could see them abandoning gaming GPUs to work more exclusively on the more lucrative robotics future.
I enjoy spending 8 hours creating computer software, and I use AI tools in many ways, but I would be absolutely lost without my career.
What would be people's alternative?
Universal basic income?
No thank you, I am a Sr/lead engineer at a Fortune 5 company and my salary reflects that.
What other position could I hold if AI completely took over my 8 hours at my desk that would pay similarly?
It takes an income of this level to be able to support my family and have money for quite meager vacations in today's economy.
Not sure I understand the point you make here.
I understand that mundane tasks like data entry or how using AI based tools can make us more effective, but to believe and make a push to replace us with AI, while maybe possible in the future, should not be the goal.
We still need to have purpose.
Julia, love your channel but I agree with the others. Please stop with camera view changes (the close-up, then the upper body shot flipping back and forth). These changes are done way too frequently, making it difficult to concentrate on what you're saying. I can't watch the video bc it gives me a headache.
Will be lessening these effects with my producer.
Instead of one with robot.....we become one with God. Immortality
How will this new tech interact with and boost the development of 3-D printing?
Time of interference ? Or do you actually mean time of inference, Julia ?
Just because you can do something doesn't mean you should. Example is robots or ai running business or doing physical work. Their are billions of people on this planet that need those jobs
Please stop zooming in and out like crazy!
I like it
My favorite AI agent is Agent Smith.
Jus look what ai did to the film and music sector. It’s crazy
The end of Moore’s law is wrong. It’s waiting on the one who can split the atom without the current known effects so that the halfs can be split again without the known current effects and so on and so on. Something tells me that we will get to know that person in our lifetime.
I'm so in love for the very first time I think I can fly.
Time of Interference?! What are you trying to say?! Oh - time of inference!!!!!
How will this improve the lives of the 250 million people in India who live on less than $2 a day?
I think that's obvious
The robots can build new slums in 1/10 the time it takes the poor.
The robots can work day and night for them so they earn more money and everything will be verry cheap so 2 a day will be lyxurious life
Time of Inference
AI Agent ❤❤❤
Isn’t Tesla’s Full Self Driving a form of “Physical AI”?
Nvidia for the long run. Selling in 2030
AI Agents should be in charge of iur government
This technology will make the 1% a million times richer and the 99% 100 times poorer
Cool 😎
Yes its true we are moving from digital to AI computing , then ofcourse to quantum AI computing.
Next decade (if world survives) , we will see AI-robots competing with real humans.
To see the world full of androids with the same level of Awareness, Reasoning Power, Multimodality and Reaction Speed of the human brain a 10 Petaflops Jetson AGX with a TDP of 20 to 30Watts must be created. The 2022 Jetson Orin reaches 0.2POPs at 20W and the 2024 Jetson Thor reaches 0.8Petas at 30W.
In 2026 they will surely be around 3.2POPs at 30W in the Vera Rubin Family (0.8Pops/Thor x4 = 3.2).
So at that x4 speed sure we will have Hardware with the computing power and low consumption of the human brain in 2028.
Exactly 1 year before of what Kurzweil predicted in 1998 where he said that we could possess computational power equivalent to the intelligence of 1 average human for $ 1000 in 2029 (AGI).
New vision Nuclear Fusion!!! ❤
Awesome video, but what's with the creepy guy in the orange necktie?
Meanwhile, CEO's layoff the humans that did those mundane ''jobs'' and millions of people who used to stock warehouses, write code, flip burgers, work in banks, and people that make youtube content are unemployable.
Meanwhile it seems you could get almost any job you want and AI will help you every step of the way.
It sounds like the mass job losses are going to start way ahead of any UBI - UHI, and why are millions of people spending money and getting school loans to learn or improve a trade when humanity is being told by the Ai front runners that Ai will take away most peoples jobs?, and that we will no longer need to work?. Other than the guaranteed mass jobs losses, is UBI or UHI guaranteed to happen?
Like the nerdy Asian Fonz.
inference* not the same thing as interference
Where’s Blackwell?
Truthfully after watching entire video, AI will probably exterminate all of humanity by 2026
Imagine...Later
Action...Today
Thank you Julia for the video. You would make a good ventriloquist.
Bella Julia❤
That’s all great , but my company is not going to hire my agent . They are going to buy their own , then pay me off .
Cheers
No need to keep changing the zoom in and out cut. That looks silly. Why? It doesn’t add anything into your story but headache effect
Borg vs Federation....... Star Trek reference
I'm so ready for this. Sorry allanlund 😅
That should be "time of inference", not interference. :)