Tesla AI Day 2021 (full event)

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Dave Lee

Dave Lee

2 жыл бұрын

Livestream of Tesla AI Day, August 19, 2021. 5pm PT.

Пікірлер: 112
@Crazyreseller
@Crazyreseller 2 жыл бұрын
Anybody that says Tesla is “just another car company” after watching this, you need to question their wisdom on the topic of Tesla.
@JHCCAZ
@JHCCAZ 2 жыл бұрын
Agreed. They have a wide range of impressive engineering activity.
@gena1586
@gena1586 2 жыл бұрын
Thank you for sharing,Dave 🤗👍
@HassanWorld
@HassanWorld 2 жыл бұрын
As expected, Tesla becomes the most valuable company in 2022!✌️
@MichaelOrtega
@MichaelOrtega 2 жыл бұрын
I would say 2023. Wall Street is not going to be so smooth with it. But yes, it will be the most valuable company on earth (literally)
@jacobuserasmus
@jacobuserasmus 2 жыл бұрын
I don't think Wall Street will react for a while. Tesla just announced that they are a HUGE company when it comes to tech. The tile alone has more compute power than 460 of the TOP500 supercomputers. They just showed us that they are better chip designers than INTEL, AMD, NVIDIA that they are better at AI than Google, MobillEye, Waymo, that they basically demonstrated exactly what they wanted to. If you want to work on cutting edge AI, cutting edge electronics you need to work for TESLA. Wallstreet will only realise this in 6 months or so when their tech guys write their little report.By that time the Texas and Berlin will be up and running and the new stock price will be attributed to the new factories. Most of Wall street think they are dealing with a dog. After all, it has 4 legs and a tail. Meanwhile what they are seeing a wolf.
@rakeshbandi2840
@rakeshbandi2840 2 жыл бұрын
@@jacobuserasmus please correct me here but seems like Dojo has more than 2xCompute power (1.1 ExaFlops=1100 PetaFlops) compared to current worlds most powerful super computer Fugaku (442PetaFlops).
@jacobuserasmus
@jacobuserasmus 2 жыл бұрын
@@rakeshbandi2840 Yes DOJO will have considerably more processing power than the worlds fastest computer and it will fit in a small data centre. DOJO's applications are ridiculous. If TESLA shutdown everything else and just sells DOJO they will be living large.
@relansis6962
@relansis6962 2 жыл бұрын
Nobody is catching up Tesla , never!!!
@monsterous289
@monsterous289 2 жыл бұрын
Finally after a year of predicting they would use the generic part of their AI system (object identifying, location, mapping, SLAM) for androids, they finally make the idea official :D
@turningpoint4238
@turningpoint4238 2 жыл бұрын
I thought they were just trolling us at the beginning of that part.
@rogerfroud300
@rogerfroud300 2 жыл бұрын
The Self Driving competitors are watching this, hoping to get some tips on how to solve the problem. They're probably instead realising that they may as well get their coat and go home. Analysts are watching this and are still thinking Tesla is a car manufacturer, with a few electronic bits and pieces to amuse themselves with. Car makers are watching this, realising that oursourcing everything was a dumb move. The mililtary are watching this and envisioning a complete robot Army.
@bradhaaf4749
@bradhaaf4749 2 жыл бұрын
Military have been developing it for long time, currently using exoskeletons to compile data.
@frankpainter7571
@frankpainter7571 2 жыл бұрын
Fantastic. Thank you Dave.
@MSmith-xq4xw
@MSmith-xq4xw 2 жыл бұрын
Dave could you please click "Enable live chat replay"?
@xsirfr1958
@xsirfr1958 2 жыл бұрын
"All the tools were croaking" I've been a HW engineer for many years and I can tell you that that MCM is out of this world!!
@AboveYourCap
@AboveYourCap 2 жыл бұрын
Amazing
@bayliner4387
@bayliner4387 2 жыл бұрын
I'm Stunned!!!
@idlstrade3738
@idlstrade3738 2 жыл бұрын
This is mindblowing really...
@davidgraham114
@davidgraham114 2 жыл бұрын
I feel like the humanoid robot announcement is a bit premature. They didn't seem to have much information about it at all. Im a tesla bull but I think they could have waited until it's a bit more substantial or at least sandbag the timeline a bit more.
@OurBengals
@OurBengals 2 жыл бұрын
I agree with you somewhat but this event is for hiring, so I think they just want to attract people who want to be part of the project.
@jimzhang4991
@jimzhang4991 2 жыл бұрын
This event is for hiring, you need to throw a concept to interest talents. This is a product announcement event.
@tedhu262
@tedhu262 2 жыл бұрын
I think they have all the pieces. Especially the hardest piece. FSD bits with hyper scale auto labeler. The hardware essentially is miniaturization of existing power electronics and battery tech they already know inside out.
@tedhu262
@tedhu262 2 жыл бұрын
Teslabot!=boston dynamics. They never took off because they could not pull off better batteries and AI to deliver real world robots. So they’re stuck with demo dogs on youtube sponsored now by new Korean overlords that will try to apply that to industrial scenarios. Teslas has the hardest bits that have so far evaded everyone - real world AI bits that generalize and hyper scale. Teslabot will have profound consumer and industrial applications. Just in time as world depopulates. Imagine alone how many seniors can benefit from having a useful robot that can wash dishes, pick up mail, walking/security companion. Finally the end of dumbass Roombas defining what real world robots can do. They’ll pull off something the Japanese have been trying for decades - but bounded by their limited software skill set.
@DavidSaintloth
@DavidSaintloth 2 жыл бұрын
Machine learning and AI Scientist here, let me try to explain why thy are confident they can get a prototype bot out by next year. 1) They have fundamentally solved the twin problem of vision and planning for navigation. All the remains is scale based training to identify and learn to react to edge cases in the world space. Adding more "nines" is now an arbitrary task and it doesn't require an exponential ramp in processing cost to cover vastly more landscape of the action space than any human driver. Expect 99.99999% accurate driving within 2 years. 2) The nature of their solution can be readily shifted to other frames. The cameras are agnostic to the frame they are within. The abiliity to integrate camera views into vector space for plotting position, planning and navigation will work on a bipedal frame with two or four cameras as "eyes" in it's head coupled with pressure sensors and actuators and motors to drive ambulation. 3) Training the frame to walk, run , crouch ...etc. is a matter that can be handled purely in simulation. Unlike the driving problem which involves a significant number of non static interaction scenarios (other moving cars) ambulation of a bipedal frame is mostly focused on the environment....where interaction with dynamic agents is present, navigating to avoid obstacles or crashes is a vastly more trivial problem at low velocity interactions compared to cars. Not only will inferencing be computationally faster it will not be as costly. 4) Distributing the Neural nets through the physical frame will be the key to dramatically collapsing complexity and increasing high fidelity. For example, the hands can be driven by a model trained to manipulate a range of items in simulation. This can be loaded into the FSD and invoked when certain tasks are requested by executive function (ie the goal) for example, likewise heirarchical networks specializing in solving motion tasks ...say to get the hand to a cup on the table can be loaded into the arm, thorax, hips, knees and feet. In fact these problems have already been solved for certain simulated and real world robots (see the company in China that has created a "Spot" like Boston Dynamics but uses neural networks instead of hand crafted statistical learning to dramatically reduce the mechanical cost of the frame (they are aiming to sell it for 5000 compared to Boston Dynamics 70,000 Spot as I recall). All told, given the level of integration and process efficiency Tesla is demonstrating toward the much harder Self driving problem...I don't think it's unrealistic that they can have a prototype by next year of Optimus.
@PatrickQT
@PatrickQT 2 жыл бұрын
I love how George Hotz went on the record saying they have a good chance to beat tesla in the autonomous driving space when they basically make a bicycle while tesla builds a fucking space ship. You cant even compare what they are trying to solve here.
@singularity844
@singularity844 2 жыл бұрын
George hotz could still win self driving. Tesla might flounder in the long tail of edge cases for ages while comma, the tortoise in this race, wins because of their superior generalisation.
@oxide9717
@oxide9717 2 жыл бұрын
@@singularity844 we will see . I believe in Andrew and his team
@singularity844
@singularity844 2 жыл бұрын
@@oxide9717 yeah well that’s a safe position because they are the front runner!
@cellocraze
@cellocraze 2 жыл бұрын
"All cars will be automatic... and electric, obviously" - perfect closing statements by Elon
@recca7
@recca7 Жыл бұрын
i like tesla but i also like driving😥
@chaddgarton5329
@chaddgarton5329 2 жыл бұрын
I wonder if they are challenged by manufacturing yield, MTBF, serviceability and extremely high FRU cost for their multi chip module.
@MasKpt
@MasKpt 2 жыл бұрын
"More human than human is our motto at Tyr....Tesla Corporation"
@zanie2006
@zanie2006 2 жыл бұрын
Get James Douma immediately
@archamusdk1273
@archamusdk1273 2 жыл бұрын
Time to load up The truck
@solomodo5124
@solomodo5124 2 жыл бұрын
Someone call Will Smith
@pranjal86able
@pranjal86able 2 жыл бұрын
2:00:46 -> Best question asked. I love how Karpathy and Musk look at each other and both realize that this question must not be answered haha and then Musk deflects lol. So funny
@jacobmorris3295
@jacobmorris3295 2 жыл бұрын
I mean it was a false dichotomy. In other words, a bad question
@jacobmorris3295
@jacobmorris3295 2 жыл бұрын
The neural net is not being trained to kill the passenger OR the pedestrian. It's being trained to 1. Perceive the environment 2. Drive safely and efficiently from 1 location to another. Things move quickly to humans, but this is because our reaction speeds did not evolve to drive a car safely at 65 mph speeds. Things move slowly to a computer who sees and processes frames almost instantly. Tesla's system processes 2,300 frames per second. The human brain can see perhaps 30 or 60. I can prove that this Is a false dichotomy on a code level and on a modular hardware level as well, but what you need to know is that nobody is focusing on who to kill. They're focusing on making the system as good as possible so that nobody has to Die in those situations where a human would have to choose. There's nearly always a way to avoid collision and fsd will be much better at this than humans. Humans kill 1.3M people per year in cars accidentally. I suspect that in 15-20 years when nearly all cars are autonomous and electric that less than 1000 people will die in auto accidents which is a 1000× improvement. I hope this helps.
@DavidSaintloth
@DavidSaintloth 2 жыл бұрын
@@pranjal86able , As a machine learning practitioner I've been asserting that there is no need to teach moral decision making to a FSD because all you need to do is make sure it obeys traffic laws better than any human. When that is the case such a vehicle which it's extended visibility of the roadway can react by stopping ahead of any scenario including intersection violations like drunk drivers of teenagers joy rides. Further, as more cars on the road become FSD capable the accident probability will be crushed down dramatically. It will be in the best interest of humanity for cities to pass laws to actively ban "free driving" on certain roads at certain times... as I called it 6 years ago. Even smarter cities will ban human driving out right indefinitely as they start seeing that as more of the cars become part of the tesla fleet , not only will they drive more safely but they will be able to do it at faster speeds (up to the limits of the law). This will allow road speeds to be raised in order to increase throughput at peak times at a time where the number of transport events will be higher than they are today (much higher as people will be getting into SDV's for everything and there will be a lot more single passenger transports)
@jacobmorris3295
@jacobmorris3295 2 жыл бұрын
@@DavidSaintloth That's the most reasonable, forward-thinking comment I've seen on YT in a long time! Thank you for not being a blind believer of the mainstream media like most people. 🤣
@tamirpdx
@tamirpdx 2 жыл бұрын
Hi Dave, it will be great if you will have a short take a way video (for us investors that can't spend two hours, but still want to know :)
@bijan1316
@bijan1316 Жыл бұрын
GOLD
@jturbo68
@jturbo68 2 жыл бұрын
Id love to see a video discussing Pro/Con of TSLA vs the general market in the event of a significant economic downturn. Would TSLA hold up better during a 2008 style event?
@DavidSaintloth
@DavidSaintloth 2 жыл бұрын
They would correct like every one else ... however because their economy of scale and their cash hoard are beyond the competition they will suffer less if any pain during the dip. In fact, if they succeed in crushing costs due to their high production efficiency they can be seen as the only viable option for those looking to purchase vehicles in a depressed economic sittuation...this in fact happened to a degree during the covid year of 2020. Finally, once the next quarterly report shows their delivered production numbers and progress in Tesla power and batteries would all open eyes as there is likely to be a big ramp in switching to green tech during a down turn. All and all the answer to your question is YES.
@JWRB6
@JWRB6 2 жыл бұрын
Vector Space is basically GTA 1
@rakeshbandi2840
@rakeshbandi2840 2 жыл бұрын
1:13:00 so basically Dojo has more than 2xCompute power (1.1 ExaFlops=1100 PetaFlops) compared to current worlds most powerful super computer Fugaku (442PetaFlops).
@remoteportal
@remoteportal 2 жыл бұрын
I'm disappointed "AI Day" on Tesla's own channel never started on my phone and laptop. My laptop STILL shows the "AI Day" black screen with techno music. SMH. Should have tuned into Dave's channel!
@chunkitliu1
@chunkitliu1 2 жыл бұрын
Cybertruck in a year or so... "There will be a future hardware 4 or full self driving computer 2 which we'll probably introduce with the cybertruck. Um so maybe in about a year or so." 2:03:20
@PathosBedlam
@PathosBedlam 2 жыл бұрын
I'm happy to wait a bit longer for my pre-order if it means no requirement to go back for a computer upgrade at any point. I don't expect the Aussie Cybertruck to be available until at least 2023, so no big deal waiting a bit longer. More time for my shares to go up.
@tedhu262
@tedhu262 2 жыл бұрын
HW can be upgraded later like they did with model 3. Cybertruck can arrive earlier.
@Robusphere
@Robusphere 2 жыл бұрын
but will the Bot be able to speak Bocce?
@joshuatadlock1890
@joshuatadlock1890 2 жыл бұрын
Where did i go?....down the list
@arcotholusanalcyst7668
@arcotholusanalcyst7668 2 жыл бұрын
I heard ya Mauer 1:37:27
@-A-c
@-A-c 2 жыл бұрын
You’re getting your wish Dave…..hope you’re ready.
@binghyong-baebang2236
@binghyong-baebang2236 2 жыл бұрын
I once saw a section of human brain under a microscope and the thing that surprised me was that the neurons are definitely not fully interconnected. In fact, I'd say they were very sparsely connected. I thought about this and I came to a thesis. If neural networks work with sparse connections, are we forcing the fully connected networks to train way too slowly to get rid a lot of neural clashes? I did try to train a simple neural network where if a connection weight went below a certain low constant, It would set the weight to zero. The result was lackluster. Maybe the experiment was too simple. I feel like maybe the rule I used to disconnect neurons was too simple. Maybe it can't be controlled by a simple constant. But then how do you make it more complex? Maybe it should be relative? Maybe you start with a minimally connected network and write an algorithm to slowly build up the connections? I'm really busy now but I'll try these ideas soon.
@JS44444
@JS44444 2 жыл бұрын
Who wants to beat Amazon or Blue Origin will announce this year that they’re building a robot humanoid as well?
@kennyg1358
@kennyg1358 2 жыл бұрын
The Amazon Optimus Prime would have been the perfect name.
@remoteportal
@remoteportal 2 жыл бұрын
Watching $TSLA’s “AI Day” event, I’m convinced Tesla is doing Ph. D.-level $h!t and OEM car makers are struggling with basic arithmetic.
@marsstarlink3235
@marsstarlink3235 2 жыл бұрын
I was impressed by the life like simulations
@dmok42195
@dmok42195 2 жыл бұрын
I want a break dancing robot.
@RichardPeterShon
@RichardPeterShon Жыл бұрын
This host bridge is absolutely mind boggling. Hope they use pcie5/6 rather than 4.
@archducky7492
@archducky7492 2 жыл бұрын
You think Autonomous taxi's will bring Tesla alot of cash.... this will fundamentally change the world and companies will have no choice, but to use these kind/similar robots or their competitors will outprice them with much lower production cost ect.
@JeremyNoelJohnson
@JeremyNoelJohnson 2 жыл бұрын
2:10:46 Question about AI and how it might be malicious.
@karthikeyannatarajan5897
@karthikeyannatarajan5897 2 жыл бұрын
what good is this Dave Lee - where is the video on your thoughts and opinions on AI Day ???????
@HeyPedroBro
@HeyPedroBro 2 жыл бұрын
Patience Karthik - Dave's busy st the moment with other priorities...
@PatrickQT
@PatrickQT 2 жыл бұрын
Optimus sub prime 😂
@thex9165
@thex9165 2 жыл бұрын
PEPSIMAAAAAAAANNNNNN!!!!! oh wait ... it's tesla ... TESLABOOOOOOOOTTTTTTT!!!!!
@joshuatadlock1890
@joshuatadlock1890 2 жыл бұрын
Please elan recognize me. Know that it's my destiny to work for you
@massimonapoli8593
@massimonapoli8593 2 жыл бұрын
WoW this is not science is Fantascience. ( I am a software engineer)Tesla only a car company? Yeah right!!
@mannygee005
@mannygee005 2 жыл бұрын
I thought Dave got invited because he predicted the use of Tesla vision for humanoid robots.
@douglasvoice2268
@douglasvoice2268 2 жыл бұрын
Maybe they can get AI to figure out how make the audio and speakers more intelligible.
@larryhoo
@larryhoo 2 жыл бұрын
LoL, Is going New Era.
@simonchengtw
@simonchengtw 2 жыл бұрын
this video reminds me who Elizabeth Holmes is.
@steve.k4735
@steve.k4735 2 жыл бұрын
I actually sat and clapped some parts myself .. absolutely mind blowingly amazing .. the new dojo chip Jesus h Christ in a side car.
@remoteportal
@remoteportal 2 жыл бұрын
Isn't it bad for Tesla to "Open Kimono" too wide and share too much of its "secret sauce?" Can't competitors just copy Tesla's example? "Let's just do what Tesla's doing and save years?"
@matpoliquin
@matpoliquin 2 жыл бұрын
The devil is in the details, my guess is that it would take years to copy from scratch
@HeyPedroBro
@HeyPedroBro 2 жыл бұрын
Maybe Tesla's fundamental competitive advantage is its capacity to innovate- not the technology itself. Tesla's AI day is really a pitch to the world's foremost AI talent to come on board. By advertising their accomplishments in this 'promotional event' and securing further talent, i'm guessing Tesla see a lot of upside rather than downside. This contrasts greatly to the Buffett-style traditional moat which focuses on locking down IP and achieving unassailable market scale (ie a competitive strategy which seeks to monopolise customer choice as opposed to Tesla seeking to extend customer value.
@RichardPeterShon
@RichardPeterShon 2 жыл бұрын
if u know about cpu and semi fab work, what tesla jus did blows any intel amd risc arm chip on the market by a thousand miles. i dumped all semi stock and just bought tesla. when tesla starts doing fab designs like this, the worlds fastest computers are calculators in comparison.
@ivankuljis1780
@ivankuljis1780 2 жыл бұрын
_Elon: 'REAL WORLD LEADERS'_ _Me: PERIOD!_
@remoteportal
@remoteportal 2 жыл бұрын
He said a few years ago Google was the clear AI leader.
@thanhthan9999
@thanhthan9999 Жыл бұрын
what in my head actually happening, who wouldn`t love to have someone working on your behalf. Own AI Robots and just stay at home and control your Robots at work! Awesome ideas future will be great without people having to go to work! imagine sending my robot driving an autonomous Tesla doing my grocery shopping I wouldn`t care if the car crashed! Tesla needs to get into VR so we can see what Robots are seeing though.
@Ample17
@Ample17 2 жыл бұрын
Are like 80% of AI expert's of indian origin these days ? 🤣
@srinimaram
@srinimaram 2 жыл бұрын
Not really but they are getting there
@joshuatadlock1890
@joshuatadlock1890 2 жыл бұрын
Ill send ya resume...its only value is it's absense. Ill call ya. Remember the face
@joshuatadlock1890
@joshuatadlock1890 2 жыл бұрын
Hi
@learnprogress6618
@learnprogress6618 2 жыл бұрын
Cameras that can move would be nice , like our eyes
@vincenttiwtingjie
@vincenttiwtingjie 2 жыл бұрын
Ya tesla should just copy a human
@vaughnkhouri1364
@vaughnkhouri1364 2 жыл бұрын
one more thing that can break though, it adds so many new things to worry about and you can do the same thing with multiple / wide angle cameras. In the words of Elon "the best mechanism is no mechanism"
@tomknop8675
@tomknop8675 2 жыл бұрын
And cameras can be static since the pixel density is so high. But could be cheaper indeed if it could move ;)
@remoteportal
@remoteportal 2 жыл бұрын
If a wide enough field and enough resolution, the software essentially zooms in on interesting areas. So, moving cameras add complexity and cost with little value.
@mannygee005
@mannygee005 2 жыл бұрын
multiple cameras stitching 360 degree view is done in software, no mechanical moving parts, no added points of failure. Less complex and cheaper.
@bmet001
@bmet001 2 жыл бұрын
How does a humanoid robot contribute to Tesla's mission statement of accelerating the world's transition to sustainable energy?
@srinimaram
@srinimaram 2 жыл бұрын
Fewer vehicles,fewer accidents with robo taxis.Less energy as we don't need many vehicles.
@bmet001
@bmet001 2 жыл бұрын
@@srinimaram And the humanoid robot does what?
@timothyhodgkiss9051
@timothyhodgkiss9051 2 жыл бұрын
@@bmet001 the robot will have your job so you dont have to work unless you want to
@bmet001
@bmet001 2 жыл бұрын
@@timothyhodgkiss9051 and that accelerates the world to sustainable energy how?
@timothyhodgkiss9051
@timothyhodgkiss9051 2 жыл бұрын
@@bmet001 use your own brain to figger it out, or do you need to grow brain sells too, if not ask elon for a neuralink implant im sure you would be one of the first to need it lol........................
@addohm
@addohm 2 жыл бұрын
Not even going to give the owners of this video credit? kzfaq.info/get/bejne/oJaqZ6moyqndZIE.html
@deeplearningpartnership
@deeplearningpartnership 2 жыл бұрын
Joke.
@bukurie6861
@bukurie6861 10 ай бұрын
Thank yo🌟u!Tesla is best designed and It is surprising to different Models❤🚘💚🌏🫠
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