@@Johnny2Feathers That's great! I'm 38 and I expect my spine will be fully fused in 15-25 years, A proper AI robot would really make the difference between suicide and living.
@@njrsa My family helps but in 20+ years it's just going to be me left, I'm only 38 and there's no more after me, my chances of having children are about zero, no women wants to date or marry or have kids with a cripple that's poor.
If you ever helped to build, run and maintain a production system(software, hardware whatever) that is actually used by consumers, you would know how hard is to push a tiny new feature to production. Therefore, the amount of tech they put out on the road here is simply amazing. Imagine how hard they work for this. Great work, Team!
Amen brother! There is a lot of scope and complexity underestimation out there! This is one of the most complex problems on earth. Tesla will get there. But will take time and some changes to strategy.
The social media tribalism that pushed stocks up to bubble territory worked just fine -- for a while. It always works for a while. And then the speculative bubble pops. And parasites like Rob Maurer are suddenly feeling desperate and without purpose. There's no where to go but down. And the constant one sided BS arguments that THE MARKET IS WRONG AND THE STOCK PRICE IS STUPID all of a sudden sound incoherent and worse, delusional. Rob Maurer thought he was an expert at something -- this former Kohls department store buyer responsible for what -- ladies lingerie and lawn furniture? But it was all just a little bit of luck mixed with social media speculation. The armies of enforcers who crapped on any skeptic who raised a doubt are dissipating. They know its over. And deep down, even the biggest parasite of them all, Rob Maurer, who has been making money off all of you bagholders' eyeballs, knows it's over. He would have quit by now but he was hoping for an interview with Elon Musk. The ultimate narcissistic reward for a parasite who suckered countless investors into the stock at $1200, $1100, $1000, $900 ....only to see it grind lower and lower and will continue to grind lower and lower and lower. How many shares has Elon sold this year? HA HA HA HA. Always for a good reason, right? Nobody wants to own long duration assets right now, and that won't change for a very long time with rate hikes coming every fed meeting all year, and probably into 2023. Tesla stock valuation is equal to all the other car companies' valuation combined even though Tesla only makes 2% of the cars in the world. And the social media tribe yells back -- we've heard that before, and it hasn't hurt the stock!!! Until now. HA HA HA HA HAHA HA HA HA HAA HA. And when Tesla hits rock bottom -- and that might be $300, or less -- it's not going to come back because by next year, when the ugly cybertruck sales start fading and it's obvious that ROBOTS won't pick up the slack (HA HA HA HA HA), competitors will be selling more and more affordable EV's which is what the market will want in tough times. There will be a Tesla union increasing costs, raw material costs through the roof, Elon spending as much time on Twitter or more than he spends on Tesla, and China will never fully recover as a long recession will doom luxury car sales (in Europe too). Tesla might even lose 90% of its value from $1200 -- as did Amazon. Rob Maurer once made a comparison to Amazon!!!! He's not making a comparison now, is he because Amazon is down almost 50% from it's high. hahaha haha. And the vast majority of drivers DO NOT WANT FSD. What a sales pitch that idiots like Rob Maurer passed on to naive investors. You want to sit at the wheel waiting apprehensively to take over when the car does something dangerous????? What fun is that? YOU HAVE TO PAY $12,000 for the anxious state of mind, risking the life of yourself and your loved ones, and strangers walking in front of your death machine? HA HA HA HAH. ALL THE OTHER CAR COMPANIES ARE including driver assistance for free. THAT IS SUFFICIENT AND PREFERABLE to paying $12,000 for phony baloney FSD -- which of course is not really what it says it is. And besides, most people don't have $12,000 when inflation is outstripping wage increases by 3% -- people are poorer every day. There's also the fact that every car company will have the same exact FSD as Tesla -- and here's proof: Toyota is NOW getting into the robotaxi business in Asia. Sleazy stock promoter Rob Maurer won't tell you that, but robotaxis exist now in the U.S. and soon Asia as well, and they're not owned by Tesla. Elon Musk said in 2018 that there would be a million Tesla robotaxis on the road by 2020. The competition has beaten him to the punch. And the competition also makes much nicer cars. If you want a really nice car, buy one from a car company, NOT A TECH COMPANY. The cybertruck is the ugliest thing on wheels, according to Jim Cramer who said a month ago to buy Ford, NOT TESLA. BUT ROB MAURER, former ladies' lingerie and lawn furniture buyer at Kohl's department store is telling you that Tesla is going to be a $3 trillion company. What a liar. The competition is indeed coming. Even famed investor and billionaire doctor Michael Burry tweeted that last week. The social media tribe yells back -- we've heard that before! Right, and it didn't matter, but now it matters. Now it matters. It's over. Warren Buffett: “The line separating investment and speculation, which is never bright and clear, becomes blurred still further when most market participants have recently enjoyed triumphs. Nothing sedates rationality like large doses of effortless money. They know that overstaying the festivities, continuing to speculate in companies that have gigantic valuations relative to the cash they are likely to generate in the future will eventually bring on pumpkins and mice. But they nevertheless hate to miss a single minute of what is one helluva party. Therefore, the giddy participants all plan to leave just seconds before midnight. There’s a problem, though: They are dancing in a room in which the clocks have no hands.”
He's explaining it in simple terms for people who have experience in ML. Of course he's going to sound smart if you don't know the field and if he's talking about the process of a large company over several years.
what most people don't realize is that when making any AI is that doing all the training is what takes all the processing power, and then once you've made a successful model it'll run reasonably well on significantly less powerful hardware, so the plan here is to use dojo to train the AI models, then send that out and run it on the cars hardware locally.
This was the best course in AI based robotics I have attended, presented to us in the guise of a company's public relationship act! As an engineer this is giving me hope about the future...
@@Jamesah discrete search "search space" tends to explode in high dimensions. If you have a 2D space, you get to search N^2 configurations. If you have 3D then you need to search N^3 configurations. Now if you have 50 dimensions then you have to search for N^50 configurations and that's a huge number which makes it intractable.
@@jumzzz666 I really appreciate the responses. I'm following the logic with more dimensions, complexity increases. I also understand 2 dimensions x and y axes and 3 dimensions add the z axis but how can you have more than 3d? Does n in this case represent each parameter that they are accounting for such as objects and object types? Weather etc? Usually in my line of research n represents sample size. I'm really enjoying the learning, thank you!
@@Jamesah complexity usually is in very vague terms. N^26 is not exact, but actually ABC...YZ. I.e. N is not constant through all multiplications. More than 3d can be adding rotation (6D), but also other parameters like temperature. More general, you're right that any parameter you put in is a dimension. Weather alone could be 8 parameters, i.e. 8D.
@@markthart2661 this is a great response! Thank you this makes total sense. I can't do the calculations lol but I'm following the logic and scale of complexity. Thank you!
This is such a unique thing that Tesla brings to the table. An individuals talent is invested in and is truly given worldwide resources to maximize their potential.
Was this info already public? Why is there no discussion about this on mainstream media? Probably people aren't realising the margin of change Tesla will be bringing to this world if they continue at this pace.
Mind blowing with the sheer outstanding compute power and AI build up with multiple variable input and labelling, to decision making being the ultimate, for safety of the passenger. Super cool. Rocking team. On back of this work, replacing human labour on the factory floor assembly line is a possibility. Hope to see the impossible assembly line of a car, start to finish built without human intervention and error free. Teaching the human robot with AI will be a cake walk with pov camera. Only challenge is to enable a human robot be as agile as a human on two feet, with factory tools on a assembly line. Fingers crossed. May the force be with you.
holy fuck this marks the day of a new era, the most futuristic era that has ever happened in earths history.... and barely anyone even knows about this or is interested.
They will be interested in it in 10 years after it's already in their house, on the street, and changing their life. People are myopic when it comes to how the world will change next.
I was wondering about how the car knows about local traffic laws or driving customs. How does it honor right-of-way rules or right turns against red lights for different locales or jurisdictions? In the US, each state has its own traffic laws. I rather think Tesla has considered this problem, but I haven't heard it mentioned.
"Effectively an HD map... except its not in the space of explicit items... it's in a space of features of a recurrent neural network." All in on Tesla, bye Waymo :) 1:09:24
@@Idk910 Ah yes, we all know that making corrections is a sign of weakness. I'll strive to be perfect like you in the future. Thank you for your judgement. Is there something about the internet that turns everyone into an asshole or does it just come naturally to you?
An early wide scale use of Tesla Bots will be on the surface of our Moon and Mars. That should reduce our exposure to radiation and fatal accidents. We will be able to override their limited autonomy and improve their NN training by operating them as avatars.
It's really hard to operate a bot as an avatar when round-trip radio transmission from Mars and back is over 14 minutes. Humans can give it overall goals for the next half hour, but the robot has to be able to do everything minute-by-minute within that entirely on its own.
I watched the whole video on 0.75x speed. If you notice, it's extremely information dense and you need to some time to digest each bite together with the visualizations.
I think we should consider sending them on the 1st Mars mission. For Miscellaneous tasks to help sustain/repair stuff. Like dusting solar panels or tightening something loose like bolts and screws
I have 40% of my portfolio in TSLA, 30% in AAPL, 20% in AMZN and 10% in NASDAQ.. From March I've been able to make $370,000 from an investment of $160,000... While I'm a huge fan of stock picking, I have made a few rather modest investments in individual companies like BRK-A...I use a financial advisor/broker who handles my portfolio...I'll never stop buying TSLA stocks...
nice picks..you've got great stocks, just started a few weeks back , I'm going for long term, i'm still trying to wrap my head around it. can you do a referral to your F.A ?
@@joannegreen1518 sure!..her full name is Bonita Justine Cefalu, she's quite known so she has a website and everything so you can reach her from there..
Will the cameras be under-screen cameras like some new phones which will give it a clean look? Also having nonvisible cameras might stop people from thinking they're being watched even though they're not. Or is it going to look like a spider?
2:35:00 Elon: machine learning is really hard and he doesn't recommend it unless it's absolutely necessary and obvious to use for the problem one is attempting to solve
And it's at times like these where I really really wish I was a better AI engineer than I am. I would probably work at Tesla AI for nothing more than room and board if given the chance.
@@yezerys Bro not just anybody can decide to work at Tesla. Sure, a small portion of people could do it if they dedicated the next few years to doing a Master's etc. But most people are just not gonna be working there, even if they want it more than anything else in the world
Just 🤯. “Speed is proportional to Confidence”. The reason why Elon could think from first principles is that he crystalizes the concepts into principles and equations and write them into his memory.
I feel like Tesla's AI team really needs to sit down not with AI specialists but with Jordan Peterson. I think the insights both would learn from each other would be amazing.
Tesla should be public funded... every project they are working on is for the future and if it is supported by general public... this is change our future... and i think elon musk has the capacity to do it.... Change our Future.
We should start a 12 step group for emotional traders.. the first step to recovery is admitting to ourselves and to another human being the exact nature of our wrongs and learn from our superiors like Mrs Satcy
I was able to grow my portfolio from 1.2 btc to 6tc, Stacy Huth told me I could have made more though, my work has just been so demanding... truly crypto has changed it all and i'm loving this race
The robot coming out actually appeared really robotic which Boston Dynamics no longer does, so imo the actor/actress made the robot seem less technical than what is already out there, and more robot like
So the future is here and Tesla is leading the way in a very public way. I’m going to need to learn some programming soon, otherwise I’m going to be AI’d out of work. It’s so exciting though! I’m 1000% for this advancement in technology.
This is the best tech event since the iPhone launch in 2007 and arguably the best AI engineering presentation of all time! History in the making right here!
History has already been made in some laboratory of the American army or in another country, if Tesla is getting there, probably the army with all the budget has already arrived.
@@1lifeonearth artificial general intelligence, which is more intelligent than the AI we have now and could probably do a lot of different tasks rather than just one
@@christinalaw3375 30 years seems a bit too much, unless we nuke ourselves, AGI will probably become a reality in a much shorter time, but I do agree that AGI will probably be very primitive
Elon 2016: We're building the machine that builds the machine. It's insanely difficult. Elon 2021: We're building the machine that builds the machine that builds the machine.
Reality: 2015: PR BS and elon saying teslas will be full self driving in 2 years max, 2021: PR BS and elon saying teslas will be full self driving in 2 years :)
Thanks for all the awesome inventions and ideas you have elon.. Also for creating "the machine".... Now I can stay home and create things all day... Or as soon as you create the robot.
Elon when he’s 100+ years old: We’re building a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine.
Excellent job of taking 2 opposing statements completely out of context. Thankfully, Elon Musk and his amazing team of innovators are not as simple minded and vituperative as you.
Lmao Imagine if he does it so there would be strict regulations after this "Imma make a super advanced ai, scare every government, and make them ban it"
Well I think they have achieved their main goal of this session. Make an engineer like myself really excited with all the architectural details and apply for a job there
@@fluffymattress5242 Yeahhhh... I'll cheer them from the sidelines and buy their shares with my higher salary. Tesla employees do get 15% off stock purchases, but it's not likely to be worth the switch. Plus I'd have to move to Cali. Yikes.
It did not show how autopilot worked, but rather how FSD works. Autopilot only keeps you at a certain speed relative to the car in front of you and slightly steers to keep you on a highway. FSD can drive itself
Theres something yall should know about Masons aka Freemasons they are a Sick Satanic Cult I also have TOP SECRET information for you who are familar with the 🔯Gangsta Disciples🔯 gang also known as G's they share very similar Knowledge Belief's & Rules
Bro if Boomers weren't freaked out by Tesla cars enough they gotta deal with a fucking robot coming up behind them at Target waiting for their turn to pay for the groceries
I keep thinking I have a good idea of how the future will look, and Elon keeps raising that bar every year. I’m now confident I have no idea what the world will be like in 20 years.
@@MacGuyver85 I can agree that we’re moving towards general ideas, but seeing the details laid out for you in front of your eyes is so humbling. How lucky are we to be alive during these times.
Have you seen elon's rocket called starship? For sure if you were a betting man you would bet that 20 years from now there will be thousands of people living on planet Mars and space colonization will be in full swing.
DOJO would be a major company in it's own right with the ability to produce that scale of supercomputers. Both governments and corporations would pay massive fortunes for that much computing power, and it appears they have made DOJO reproduceable at scale.
Although it's nice to think tesla can disrupt years of traditional computer engineering in such a short time, I think dojo is built around the specific use case of /training/ neural nets. They did optimize and integrate every inch of the system, but that comes with a custom ISA for ML kernels, so the computation down to the silicon is purpose made for (training) AI. Not like you can just load skyrim on it, so i dont really see the government wanting it lol
Here’s a supercut of Tesla AI Day. I've cut out all the fillers, pauses or fluff. It's 35 minutes shorter without any loss of information. I also fixed the audio. Enjoy! ua-cam.com/video/7pOoX0k0_BY/v-deo.html
The news channels will only focus on the tesla bot but the vertically integrated dojo chip is much bigger and with that level of compute power, what tesla can do is mind blowing.
Wouldn't an identification Ai Be better? It would simply ask "How does this exist as it does?" It would discover the "How/Design", then see what each "Form" can be used for, and what it's correct name should be. It would assemble its own data and conclusions about reality as we guide it to what we understand so far. It would then discover the things we cannot yet detect.
Could Teslabot become a plug-in upgrade to make ANY car FSD? Theoretically it could be able to sit in the driver's seat of any vehicle and drive it. Who needs a Model 3 when your Corolla has a Teslabot driving it for you? Yeah, the Model 3 is still a better car but that's not the point.
The level of engineering that has been done at Tesla is...brilliant I've got some background in CS and this is really well executed, the entire infrastructure and architecture of their whole perception system. Brilliant.
@@vito5258 who talked about the humanoid? Why is that the focus. That is the least important thing. It literally spans less than 5% of the entire presentation and is a (future to come) prototype, not even a prototype. I'm referring to literally the entire rest of the presentation >90%)
@@Thepewdiepiebro5 pop culture is distracted by the robot, real engineers and scientists that can actually follow (some) of the rest of the presentation ignore it as "an application example" and focus on the good stuff. But the first group is much larger.
Tesla AI Day marks the start of a new trillion dollar industry
💯%
Multi-trillion.
Hope their stock price goes up!
PLTR TSLA partnership soon
Yeah the Robo taxis have been great this year.... lol
I'm Physically Disabled, I appreciate the efforts to making a tesla bot, I REALLY need it.
Will happen quickly with this new dojo computer figuring out ai.
@@Johnny2Feathers That's great! I'm 38 and I expect my spine will be fully fused in 15-25 years, A proper AI robot would really make the difference between suicide and living.
I wish you get Human family support for your needs than an AI
@@njrsa My family helps but in 20+ years it's just going to be me left, I'm only 38 and there's no more after me, my chances of having children are about zero, no women wants to date or marry or have kids with a cripple that's poor.
@@masaharumorimoto4761 don't worry man I'm sure u will find someone who loves u....
If you ever helped to build, run and maintain a production system(software, hardware whatever) that is actually used by consumers, you would know how hard is to push a tiny new feature to production. Therefore, the amount of tech they put out on the road here is simply amazing. Imagine how hard they work for this. Great work, Team!
@aola wili he is 💯..but he was having starting trouble after that it was nice
How true!
Amen brother! There is a lot of scope and complexity underestimation out there! This is one of the most complex problems on earth. Tesla will get there. But will take time and some changes to strategy.
The social media tribalism that pushed stocks up to bubble territory worked just fine -- for a while. It always works for a while. And then the speculative bubble pops. And parasites like Rob Maurer are suddenly feeling desperate and without purpose. There's no where to go but down. And the constant one sided BS arguments that THE MARKET IS WRONG AND THE STOCK PRICE IS STUPID all of a sudden sound incoherent and worse, delusional. Rob Maurer thought he was an expert at something -- this former Kohls department store buyer responsible for what -- ladies lingerie and lawn furniture? But it was all just a little bit of luck mixed with social media speculation. The armies of enforcers who crapped on any skeptic who raised a doubt are dissipating. They know its over. And deep down, even the biggest parasite of them all, Rob Maurer, who has been making money off all of you bagholders' eyeballs, knows it's over. He would have quit by now but he was hoping for an interview with Elon Musk. The ultimate narcissistic reward for a parasite who suckered countless investors into the stock at $1200, $1100, $1000, $900 ....only to see it grind lower and lower and will continue to grind lower and lower and lower. How many shares has Elon sold this year? HA HA HA HA. Always for a good reason, right? Nobody wants to own long duration assets right now, and that won't change for a very long time with rate hikes coming every fed meeting all year, and probably into 2023. Tesla stock valuation is equal to all the other car companies' valuation combined even though Tesla only makes 2% of the cars in the world. And the social media tribe yells back -- we've heard that before, and it hasn't hurt the stock!!! Until now. HA HA HA HA HAHA HA HA HA HAA HA. And when Tesla hits rock bottom -- and that might be $300, or less -- it's not going to come back because by next year, when the ugly cybertruck sales start fading and it's obvious that ROBOTS won't pick up the slack (HA HA HA HA HA), competitors will be selling more and more affordable EV's which is what the market will want in tough times. There will be a Tesla union increasing costs, raw material costs through the roof, Elon spending as much time on Twitter or more than he spends on Tesla, and China will never fully recover as a long recession will doom luxury car sales (in Europe too). Tesla might even lose 90% of its value from $1200 -- as did Amazon. Rob Maurer once made a comparison to Amazon!!!! He's not making a comparison now, is he because Amazon is down almost 50% from it's high. hahaha haha. And the vast majority of drivers DO NOT WANT FSD. What a sales pitch that idiots like Rob Maurer passed on to naive investors. You want to sit at the wheel waiting apprehensively to take over when the car does something dangerous????? What fun is that? YOU HAVE TO PAY $12,000 for the anxious state of mind, risking the life of yourself and your loved ones, and strangers walking in front of your death machine? HA HA HA HAH. ALL THE OTHER CAR COMPANIES ARE including driver assistance for free. THAT IS SUFFICIENT AND PREFERABLE to paying $12,000 for phony baloney FSD -- which of course is not really what it says it is. And besides, most people don't have $12,000 when inflation is outstripping wage increases by 3% -- people are poorer every day. There's also the fact that every car company will have the same exact FSD as Tesla -- and here's proof: Toyota is NOW getting into the robotaxi business in Asia. Sleazy stock promoter Rob Maurer won't tell you that, but robotaxis exist now in the U.S. and soon Asia as well, and they're not owned by Tesla. Elon Musk said in 2018 that there would be a million Tesla robotaxis on the road by 2020. The competition has beaten him to the punch. And the competition also makes much nicer cars. If you want a really nice car, buy one from a car company, NOT A TECH COMPANY. The cybertruck is the ugliest thing on wheels, according to Jim Cramer who said a month ago to buy Ford, NOT TESLA. BUT ROB MAURER, former ladies' lingerie and lawn furniture buyer at Kohl's department store is telling you that Tesla is going to be a $3 trillion company. What a liar. The competition is indeed coming. Even famed investor and billionaire doctor Michael Burry tweeted that last week. The social media tribe yells back -- we've heard that before! Right, and it didn't matter, but now it matters. Now it matters. It's over. Warren Buffett: “The line separating investment and speculation, which is never bright and clear, becomes blurred still further when most market participants have recently enjoyed triumphs. Nothing sedates rationality like large doses of effortless money. They know that overstaying the festivities, continuing to speculate in companies that have gigantic valuations relative to the cash they are likely to generate in the future will eventually bring on pumpkins and mice. But they nevertheless hate to miss a single minute of what is one helluva party. Therefore, the giddy participants all plan to leave just seconds before midnight. There’s a problem, though: They are dancing in a room in which the clocks have no hands.”
Does Tesla have a need for welding inspectors or welders that you know off? looking to align with the best corporation someone could work for.
Well I thought I was smart. Listening to Andrej talk I feel I should start school again...
Maybe you should spend less time on UA-cam and pick a book from time to time
I didn't understand most of it but it sounded cool
@@kosteaproduction Says someone spending its time in the comment section....
@@kosteaproduction UA-cam is actually one of the best ways to learn about a subject 😬 You're an idiot
He's explaining it in simple terms for people who have experience in ML. Of course he's going to sound smart if you don't know the field and if he's talking about the process of a large company over several years.
what most people don't realize is that when making any AI is that doing all the training is what takes all the processing power, and then once you've made a successful model it'll run reasonably well on significantly less powerful hardware, so the plan here is to use dojo to train the AI models, then send that out and run it on the cars hardware locally.
Can we just give a special S/O to the curators of the music at the beginning of the event? Amazing job those guys did. 🙌🏾👏🏾👌🏾
God level 💯
If you say so. I skipped past it as fast as possible. Hit mute on the silly robot dance.
Damn, first principals logical extrapolation and it all makes cohesive sense. Seriously impressed!
So am I, I didn’t expect all this
ua-cam.com/users/shortsmHYd3pRkN4A?feature=share
This video is nostalgic
This was the best course in AI based robotics I have attended, presented to us in the guise of a company's public relationship act! As an engineer this is giving me hope about the future...
"and for high-dimensional problems, discrete search sucks" very eloquently put
What does this mean exactly?
@@Jamesah discrete search "search space" tends to explode in high dimensions. If you have a 2D space, you get to search N^2 configurations. If you have 3D then you need to search N^3 configurations.
Now if you have 50 dimensions then you have to search for N^50 configurations and that's a huge number which makes it intractable.
@@jumzzz666 I really appreciate the responses. I'm following the logic with more dimensions, complexity increases. I also understand 2 dimensions x and y axes and 3 dimensions add the z axis but how can you have more than 3d? Does n in this case represent each parameter that they are accounting for such as objects and object types? Weather etc? Usually in my line of research n represents sample size. I'm really enjoying the learning, thank you!
@@Jamesah complexity usually is in very vague terms. N^26 is not exact, but actually ABC...YZ. I.e. N is not constant through all multiplications. More than 3d can be adding rotation (6D), but also other parameters like temperature. More general, you're right that any parameter you put in is a dimension. Weather alone could be 8 parameters, i.e. 8D.
@@markthart2661 this is a great response! Thank you this makes total sense. I can't do the calculations lol but I'm following the logic and scale of complexity. Thank you!
The internet just got a new top state-of-the-art autonomous driving ml presentation. Thanks Andrey and team!
Np.
Such a brilliant team. I love that each expert gets to present their work in such detail
This is such a unique thing that Tesla brings to the table. An individuals talent is invested in and is truly given worldwide resources to maximize their potential.
This is amazing engineering. I wish there were more great talks like Andrej’s from real industry participants
Was this info already public?
Why is there no discussion about this on mainstream media?
Probably people aren't realising the margin of change Tesla will be bringing to this world if they continue at this pace.
There is discussion about this in mainstream media must be just the region you live
Mind blowing with the sheer outstanding compute power and AI build up with multiple variable input and labelling, to decision making being the ultimate, for safety of the passenger. Super cool. Rocking team. On back of this work, replacing human labour on the factory floor assembly line is a possibility. Hope to see the impossible assembly line of a car, start to finish built without human intervention and error free.
Teaching the human robot with AI will be a cake walk with pov camera.
Only challenge is to enable a human robot be as agile as a human on two feet, with factory tools on a assembly line. Fingers crossed. May the force be with you.
holy fuck this marks the day of a new era, the most futuristic era that has ever happened in earths history.... and barely anyone even knows about this or is interested.
They will be interested in it in 10 years after it's already in their house, on the street, and changing their life. People are myopic when it comes to how the world will change next.
This is not a new era it’s just an unrealistic promise like the hyperloop or neuralink.
This video is for all those idiot Analysts who believe that Tesla is only an Automobile company. TESLA is the real King in Technology and AI.
But Jim "Buy Enron" Cramer says.... :-)
I think Google and Others companys are bigger in ai than Tesla.
I was wondering about how the car knows about local traffic laws or driving customs. How does it honor right-of-way rules or right turns against red lights for different locales or jurisdictions? In the US, each state has its own traffic laws. I rather think Tesla has considered this problem, but I haven't heard it mentioned.
Thats amazing information about Tesla, Inc.: ua-cam.com/video/NJz_RGYJs14/v-deo.html
"Effectively an HD map... except its not in the space of explicit items... it's in a space of features of a recurrent neural network." All in on Tesla, bye Waymo :) 1:09:24
Thanks team for explicitly breaking down the architecture in such details! Kudos!
really fascinating! Intriguing hearing about the advances including Dojo, simulations, and the Bot.
Hats off...incredible tech' developed by very smart engineers and an enabling and visionary CEO
If anyone is gonna take my job I want Optimus to take it
ua-cam.com/users/shortsmHYd3pRkN4A?feature=share
He can have my job right now. LOL As long as I get UBI that is.
You could buy the bot and then let it work for you and you get the money.
And I want Megatron to take it 😎😎
ua-cam.com/video/QAMKBOrvP9s/v-deo.html Aomg
The shear amount of compute power they're creating is astounding. It's like the vastness of the galaxy compared to and an hill.
you edited this comment already and still failed... but yes we know what you're attempting to say
@@Idk910 Ah yes, we all know that making corrections is a sign of weakness. I'll strive to be perfect like you in the future. Thank you for your judgement.
Is there something about the internet that turns everyone into an asshole or does it just come naturally to you?
@@Kuth70 Ehhhh more towards the natural side of things...
Exceptional engineering 👏 👌
1:34:16 does he say where shit's falling out of other vehicles, lol?
😂😂
Yup lol
An early wide scale use of Tesla Bots will be on the surface of our Moon and Mars. That should reduce our exposure to radiation and fatal accidents. We will be able to override their limited autonomy and improve their NN training by operating them as avatars.
It's really hard to operate a bot as an avatar when round-trip radio transmission from Mars and back is over 14 minutes. Humans can give it overall goals for the next half hour, but the robot has to be able to do everything minute-by-minute within that entirely on its own.
@@skierpage
Agreed. Avatar operation will require *local* humans working under radiation shielding.
47:15 "sorry we had some technical difficulties, we'll need AI for this." Someones about to get fired
This told me how I don't know anything about coding in 147 languages.
@satvik gupta Wait, I heard it when I started studying C++ but unfortunately I abandoned the class right away. 🥺
Lol
The song at 31 minutes reminds me of being inside an MRI. It's dope.
Imagine Gm talking about AI for 2 hours lol
2 hours of 'we farmed it out to company x'?
Elon Musk is the future of Humanity ❤️❤️
I watched the whole video on 0.75x speed. If you notice, it's extremely information dense and you need to some time to digest each bite together with the visualizations.
I think we should consider sending them on the 1st Mars mission. For Miscellaneous tasks to help sustain/repair stuff. Like dusting solar panels or tightening something loose like bolts and screws
Tesla Daily question at 02:24:40
I have 40% of my portfolio in TSLA, 30% in AAPL, 20% in AMZN and 10% in NASDAQ.. From March I've been able to make $370,000 from an investment of $160,000... While I'm a huge fan of stock picking, I have made a few rather modest investments in individual companies like BRK-A...I use a financial advisor/broker who handles my portfolio...I'll never stop buying TSLA stocks...
that's quite impressive, you surely made a good bit of money, I myself invested in warren's BRK-A stock quite pricy but totally worth it.
nice picks..you've got great stocks, just started a few weeks back , I'm going for long term, i'm still trying to wrap my head around it. can you do a referral to your F.A ?
@@joannegreen1518 sure!..her full name is Bonita Justine Cefalu, she's quite known so she has a website and everything so you can reach her from there..
Lame bot
Crypto is more lucrative and requires no skill whatsoever
a great visionary. respects for sir.elon.musk
This is like watching Edison turn on the first successful lightbulb.
Or … Nikola Tesla lighting up a field of them without wires.
Will the cameras be under-screen cameras like some new phones which will give it a clean look? Also having nonvisible cameras might stop people from thinking they're being watched even though they're not. Or is it going to look like a spider?
Amazing progress on all levels. Cool to see more of the brains behind all the work! Bravo, Tesla!!
This is great to hear about. I had pictured this after what Apple has become. Exactly what it is with a future industry.
This is the day we will all remember!
Wow great work! 👏 Simply amazing! 🤩 Do you have any ideas how to test this “remember Earth” hypothesis? 🤔
DOJO presentation is amazing!
Like NVidia or Apple presentation =)
This guy is a inspiration for most of the youngsters
Hats off
2:35:00
Elon: machine learning is really hard and he doesn't recommend it unless it's absolutely necessary and obvious to use for the problem one is attempting to solve
Last comment (my third), THIS is how you build a colony on Mars!
The forward planning of Elon Musk NEVER ceases to amaze me.
right, he is planning everything, robots will be first sent to mars to build the base, then human colons will join them
Good job TESLA Team!
Only Elon and his team can make a presentation of ultra futuristic tech like is was nothing special. I'm chocked and curious about the future!
If that 9 petaflops tiles is placed in laptop or PC it would be Awesome.
These are not general petaflops. They are only useful for training neural networks.
And it's at times like these where I really really wish I was a better AI engineer than I am. I would probably work at Tesla AI for nothing more than room and board if given the chance.
It is never too late!
Yes go for it. I am 51 now. But I tell my children to go out and chase their dreams.. The future is both exciting and unpredictable at the same time..
@@yezerys Bro not just anybody can decide to work at Tesla. Sure, a small portion of people could do it if they dedicated the next few years to doing a Master's etc. But most people are just not gonna be working there, even if they want it more than anything else in the world
They seem to need lots of people for labeling stuff ;)
@@vast634 yeah... It's a different job to their AI engineers though
Insane what Musk and his team pulls off!!! Can't be any happier to be an investor and firmly convinced person of this generational company!!!
We need to open some safe houses, just to be safe
We need the “I am not a robot test” with street lamps and stop signs as the password
Ok I see you Tesla with that progressive house/trance on the pre event 😎
Just 🤯. “Speed is proportional to Confidence”. The reason why Elon could think from first principles is that he crystalizes the concepts into principles and equations and write them into his memory.
Starts at 47:00
Oh, and here all this time I was worried Boston Dynamics would be the harbinger of Skynet. Silly me.
I feel like Tesla's AI team really needs to sit down not with AI specialists but with Jordan Peterson. I think the insights both would learn from each other would be amazing.
Awesome intro love them beats!
Tesla should be public funded... every project they are working on is for the future and if it is supported by general public... this is change our future... and i think elon musk has the capacity to do it.... Change our Future.
Thanks for watching!😊 Don't forget to hit the subscribe button! Text me for more info with this digits +15¹8⁴9097⁴8
Well this is the next trillion dollar company...
Elon! You are a great inspiration to this World
Amazing presentation! Only Elon can make it happen! Can't wait for my TeslaBOTler!
Awesome, thanks for the presentation!
Tiny idea that could be interesting to try. Predict momentum of objects instead velocity.
Thanks for watching!😊 Don't forget to hit the subscribe button! Text me for more info with this digits +15¹8⁴9097⁴8
Awesome. it's so exciting and fun to see Tesla developers. It's the best among GAFA conferences.
This presentation was in fact a small „moon landing“, but the world didn't understand
what significance it has ...
This is so cool. It's like those mapping bots in the movie Prometheus. Maybe they can reuse this technology to map literally anything ! 😮
Happy to be here to receive our new robot overlords!
I
Trading and earning more. Best money known to man hands down. Hard money wins always.
We should start a 12 step group for emotional traders.. the first step to recovery is admitting to ourselves and to another human being the exact nature of our wrongs and learn from our superiors like Mrs Satcy
I was able to grow my portfolio from 1.2 btc to 6tc, Stacy Huth told me I could have made more though, my work has just been so demanding... truly crypto has changed it all and i'm loving this race
Can't wait for Tesla Bot to come out!
What's with the guy in the robot suit why did Elon Musk stop his epic dancing
Time is money
The joke was that they had already made it work. The joke didn't exactly land.
It was not a real robot?
The move was so sick it make boston dynamics like a daycare for robotics hahaha.
The robot coming out actually appeared really robotic which Boston Dynamics no longer does, so imo the actor/actress made the robot seem less technical than what is already out there, and more robot like
PS - It had the human features of a female..
Hope they reached thier goals this year 2021-2022
I bet, for a few seconds, the people at Boston Dynamics sh*t a brick when the Tesla bot started dancing! LOL
🕊❤️Thank you for sharing is caring god bless you all always and forever ❤️🕊
This is awesome.
So the future is here and Tesla is leading the way in a very public way. I’m going to need to learn some programming soon, otherwise I’m going to be AI’d out of work. It’s so exciting though! I’m 1000% for this advancement in technology.
FSD is stunning👌!
The most important event in Tesla's HISTORY. Mark my words.
So important you even skipped your intro!
Agreed. And funny thing: no one notices it 😂
🔥🔥
Agreed absolutely they have Atleast gone a bit deep in the neural architecture for explaining
you know the robot wasn't real, it was a real human, not a robot. Ideas are easy, making it actually work is hard.
This is the best tech event since the iPhone launch in 2007 and arguably the best AI engineering presentation of all time! History in the making right here!
Clearly you've never heard of Boston Dynamics.
Oh man We all miss Steve Jobs
@@Monopolist91 go check what companies tesla has acquired, they have automation, robotics companies and software talent.
Or waymo lmao
History has already been made in some laboratory of the American army or in another country, if Tesla is getting there, probably the army with all the budget has already arrived.
After watching tesla videos, I feel like I break stones at my work.
Seriously
@@christinalaw3375 yeah but answering emails is something a robot should be doing not a human
@@christinalaw3375 what's agi
@@1lifeonearth artificial general intelligence, which is more intelligent than the AI we have now and could probably do a lot of different tasks rather than just one
@@christinalaw3375 30 years seems a bit too much, unless we nuke ourselves, AGI will probably become a reality in a much shorter time, but I do agree that AGI will probably be very primitive
2:45:50 Andre Karpathy - "in the limit, you can imagine, the neural net has enough parameters to potentially remember earth"
Elon 2016: We're building the machine that builds the machine. It's insanely difficult.
Elon 2021: We're building the machine that builds the machine that builds the machine.
By 2026 Elon’s machines will build the machines that build the machines that build the machine, that drives others machines to your door
Reality: 2015: PR BS and elon saying teslas will be full self driving in 2 years max, 2021: PR BS and elon saying teslas will be full self driving in 2 years :)
Thanks for all the awesome inventions and ideas you have elon.. Also for creating "the machine".... Now I can stay home and create things all day... Or as soon as you create the robot.
Manufacuring robots existed well before tesla decided to use a lotus chassis for their first car.
Elon when he’s 100+ years old: We’re building a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine that builds a machine.
I’m leaving this here so I can look back at how far humanity has transformed in 10 years. Great job Tesla team!
maybe youtube goes down by then though 😬
Should be on Mars by then
I stg this has to be some onion or clickhole shit
ua-cam.com/video/sU8RunvBRZ8/v-deo.html careful what you wish for
2024: gpt-4o
Elon Musk: Our biggest threat for our future is probably A.I
Also Musk: Here is a AI Humanlike robot :)
if he doesnt do it, someone else will do it
Excellent job of taking 2 opposing statements completely out of context. Thankfully, Elon Musk and his amazing team of innovators are not as simple minded and vituperative as you.
Well, at least he warned us beforehand and even builds a Starship in case we would need to escape.
He atleaste made the bots slower and weaker than us physically.
Dem parkour boston dynamic ninja bots are the ones yall need to worry about... 😂
Lmao Imagine if he does it so there would be strict regulations after this
"Imma make a super advanced ai, scare every government, and make them ban it"
Complete Timestamps:
0:38:00 _FSD Demo_
0:47:09 _Introduction by Elon Musk_
*Autonomy:*
0:48:44 _Vision_
1:12:58 _Planning & Control_
*Training Data:*
1:24:23 _Manual Labeling_
1:27:57 _Auto Labeling_
1:34:52 _Simulation_
1:42:09 _Scaling Data Generation_
*Running it in the Car:*
1:43:07 _AI Compiler & Scheduling_
*Fast Iteration (Project Dojo):*
1:44:13 _Tools & Evaluations_
1:45:02 _Neural Network Training Cluster_
*End of Presentation*
2:05:07 _What's next for AI? (Tesla Bot)_
2:12:56 _Team Q&A_
thanks
2:06:12 cringe af
Pin thus comment
Thank you
You're all very welcome! :)
Well I think they have achieved their main goal of this session. Make an engineer like myself really excited with all the architectural details and apply for a job there
well soon there will be no more jobs
They pay so poorly, only thing stopping me.
@@rob_over_9000 yeah been checking their payscale.. doesn't even come close to my non-west coast salary for the same level..
If atleast they could match the base pay and let us gamble on stock options that would be worth taking the risk...
@@fluffymattress5242 Yeahhhh... I'll cheer them from the sidelines and buy their shares with my higher salary. Tesla employees do get 15% off stock purchases, but it's not likely to be worth the switch. Plus I'd have to move to Cali. Yikes.
Boston Dynamics: We can parkour!
Tesla: Hold my Dojo...
Boston Dynamics: We can parkour!
Tesla: Hold my Vapourware
@@MrDnB89 must be nervous about bots taking your low paying job
@@Vass122 ???????? he was making a joke chill out tesla fanboy
Both are absolutely mind blowing
Tesla, 'i know kung fu'
Really cool to get an in depth look at how Tesla's autopilot works!
it would be even cooler if I understood what the hell they are talking about xd
It did not show how autopilot worked, but rather how FSD works. Autopilot only keeps you at a certain speed relative to the car in front of you and slightly steers to keep you on a highway. FSD can drive itself
Ikr
Theres something yall should know about Masons aka Freemasons they are a Sick Satanic Cult I also have TOP SECRET information for you who are familar with the 🔯Gangsta Disciples🔯 gang also known as G's they share very similar Knowledge Belief's & Rules
@@zacharytorrance2525 ok
47:07 is start of conference
Thx bro
2:06:24 The real start of the show!
@@OnlyCORE the fsd deep dive and dojo part was much much more insightful.
why wasted the first 47 minutes???
Bro if Boomers weren't freaked out by Tesla cars enough they gotta deal with a fucking robot coming up behind them at Target waiting for their turn to pay for the groceries
Rightfully so! Boomers have gone for far too long without a good scare.
Target doesn't have groceries...
@@ChilliTheDog Even most of the non-Super Targets have basic-needs items here in the Midwest. Things like bread, milk and Swerve…
I keep thinking I have a good idea of how the future will look, and Elon keeps raising that bar every year. I’m now confident I have no idea what the world will be like in 20 years.
For me it’s the opposite, it’s finally moving towards/at the pace I always expected it to :)
@@MacGuyver85 I can agree that we’re moving towards general ideas, but seeing the details laid out for you in front of your eyes is so humbling. How lucky are we to be alive during these times.
@@calebgregory8827 lucky though born too early to see any major sets until the 2060s, most of us will be old by then.
@@oblivionlord1242 anything you're thinking will happen in the 260s will most likely happen sooner
Have you seen elon's rocket called starship? For sure if you were a betting man you would bet that 20 years from now there will be thousands of people living on planet Mars and space colonization will be in full swing.
DOJO would be a major company in it's own right with the ability to produce that scale of supercomputers. Both governments and corporations would pay massive fortunes for that much computing power, and it appears they have made DOJO reproduceable at scale.
Like Starlink by SpaceX
GPUs get almost double FP32 performance at 12.5% less power consumption
Although it's nice to think tesla can disrupt years of traditional computer engineering in such a short time, I think dojo is built around the specific use case of /training/ neural nets. They did optimize and integrate every inch of the system, but that comes with a custom ISA for ML kernels, so the computation down to the silicon is purpose made for (training) AI. Not like you can just load skyrim on it, so i dont really see the government wanting it lol
Actually I think goverments train different ML models today, so it is relevant
@@01DOGG01 Dojo is meant to simple AI computation that requires low precision. In high precision FP32 Dojo would of course get destroyed.
"we're setting it up, in a mechanical way, in a physical way, so that you can run away from it"
greatest elon qoute so far
thats quite reassuring, we dont know what tesla could come up with lol
it's going to be like in star wars when the main characters are trying to run away from something and c3p0 can't catch up with the rest.
But they train it to pick up a gun?
BUT what about the CARS? try outrun a Plaid LMAO
@@ethanconnelly8794 Lol what if it manipulates my psyche or litterally hack my Neuralink?
"In retrospect, it was inevitable"
Obviously.All of this is
Inevitably it become retrospect.
no it's not you're all brainwashed
Here’s a supercut of Tesla AI Day. I've cut out all the fillers, pauses or fluff. It's 35 minutes shorter without any loss of information. I also fixed the audio. Enjoy! ua-cam.com/video/7pOoX0k0_BY/v-deo.html
The music at the start is pretty good - respect to the people who put the music together.
True! I saw some 80's in there.
Anyone has a tracklist?
8:20 - Power Punch by 2050 - Powerful ua-cam.com/video/WantnNm9ieE/v-deo.html
10:20 - Ross 47 · DAAG ua-cam.com/video/3vtshKR9SD0/v-deo.html
19:05 - 2050- Armed ua-cam.com/video/5gdLtuyD3h8/v-deo.html
21:04 Cinnamon - Out of Flux
I forgot I even started the video and thought I'm on one of those live music channels streaming synthwave after 30 minutes lol
For the love of Dubstep
The news channels will only focus on the tesla bot but the vertically integrated dojo chip is much bigger and with that level of compute power, what tesla can do is mind blowing.
They already did exactly what you said, lmao
True, the chip is on another level
The robot is just a tool to record real world data for dojo...
DoJo is SkyNet in the making. 😬😂😂
@@NovellaDeParmesano definitely
The EXCRUCIATING amount of detail here makes me really happy :-)
Shout outs to the Tesla engineers for making magic possible 🙌🏼
Wouldn't an identification Ai Be better?
It would simply ask "How does this exist as it does?"
It would discover the "How/Design", then see what each "Form" can be used for, and what it's correct name should be.
It would assemble its own data and conclusions about reality as we guide it to what we understand so far.
It would then discover the things we cannot yet detect.
Andrej is amazing. Ganesh too. So glad all these guys work at Tesla
Its amazing what you can achieve when you destroy your ego and focus on a vision so enormous.
@@FredPauling Absolutely.
Could Teslabot become a plug-in upgrade to make ANY car FSD? Theoretically it could be able to sit in the driver's seat of any vehicle and drive it. Who needs a Model 3 when your Corolla has a Teslabot driving it for you? Yeah, the Model 3 is still a better car but that's not the point.
The level of engineering that has been done at Tesla is...brilliant
I've got some background in CS and this is really well executed, the entire infrastructure and architecture of their whole perception system. Brilliant.
@@vito5258 who talked about the humanoid? Why is that the focus. That is the least important thing. It literally spans less than 5% of the entire presentation and is a (future to come) prototype, not even a prototype. I'm referring to literally the entire rest of the presentation >90%)
@@Thepewdiepiebro5 pop culture is distracted by the robot, real engineers and scientists that can actually follow (some) of the rest of the presentation ignore it as "an application example" and focus on the good stuff. But the first group is much larger.
@@LittleLionRawr sadly yes
@@vito5258 The car safety, battery capacity, general ev innovation, self driving capabilities... Tesla leads in all these fronts with a margin
The level of Jesus' crucifixion is insane. Masterpiece