Tesla AI Day 2021

Join us to build the future of AI → www.tesla.com/ai
0:00 - Pre-event
46:54 - AI Day Begins
48:44 - Tesla Vision
1:13:12 - Planning and Control
1:24:35 - Manual Labeling
1:28:11 - Auto Labeling
1:35:15 - Simulation
1:42:10 - Hardware Integration
1:45:40 - Dojo
2:05:14 - Tesla Bot
2:12:59 - Q&A

[@Pyriphlegeton]

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_

[@jonasbiemond]

thanks

[@necaton]

2:06:12 cringe af

[@brendanboon9062]

Pin thus comment

[@spicex4k901]

Thank you

[@Pyriphlegeton]

You're all very welcome! :)

[@daniebello]

47:07 is start of conference

[@DjonieCash]

Thx bro

[@OnlyCORE]

2:06:24 The real start of the show!

[@zoltankurti]

@@OnlyCORE the fsd deep dive and dojo part was much much more insightful.

[@chrisdoan2530]

why wasted the first 47 minutes???

[@masaharumorimoto4761]

I'm Physically Disabled, I appreciate the efforts to making a tesla bot, I REALLY need it.

[@Johnny2Feathers]

Will happen quickly with this new dojo computer figuring out ai.

[@masaharumorimoto4761]

@@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.

[@njsriram]

I wish you get Human family support for your needs than an AI

[@masaharumorimoto4761]

@@njsriram 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.

[@thisulwickramarachchi2380]

@@masaharumorimoto4761 don't worry man I'm sure u will find someone who loves u....

[@gleneppstube1]

2:45:50 Andre Karpathy - "in the limit, you can imagine, the neural net has enough parameters to potentially remember earth"

[@manikandanm3277]

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.

[@FromFame]

They already did exactly what you said, lmao

[@arielboutcher980]

True, the chip is on another level

[@johntheux9238]

The robot is just a tool to record real world data for dojo...

[@fwd79]

DoJo is SkyNet in the making. 😬😂😂

[@arielboutcher980]

@@NovellaDeParmesano definitely

[@justlooking4202]

Andrej is amazing. Ganesh too. So glad all these guys work at Tesla

[@FredPauling]

Its amazing what you can achieve when you destroy your ego and focus on a vision so enormous.

[@justlooking4202]

@@FredPauling Absolutely.

[@mackxue779]

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!

[@Monopolist91]

Clearly you've never heard of Boston Dynamics.

[@kiran-thetributechannel]

Oh man We all miss Steve Jobs

[@L0CALDRUGMAN]

@@Monopolist91 go check what companies tesla has acquired, they have automation, robotics companies and software talent.

[@Jushwa]

Or waymo lmao

[@gustavopedreira198]

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.

[@Dragoncreativelabs]

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!

[@b-beluga4510]

@aola wili he is 💯..but he was having starting trouble after that it was nice

[@sowellfan4581]

How true!

[@digitaldreamer8637]

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.

[@alangreenspan897]

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.”

[@ze_german2921]

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.

[@fabian.hertwig]

00:00 Music 38:03 Self driving video loop 47:07 Introduction by Elon Musk 48:30 Vision and Neural Networks by Andrej 1:13:10 Autopilot planning system by Ashok 1:24:35 Labeling by Andrej and Ashok 1:42:10 AI infrastructure and hardware by Milan 1:45:40 Dojo by Ganesh 2:05:27 AI beyond the vehicle (Tesla Robot) by Elon 2:12:30 Q&A

[@fabian.hertwig]

@@SVSXXVW That is „AI beyond the vehicle“. Added that it is about the robot

[@__.prabhu.__]

That's Ganesh bro !.. not Kanesh 😅

[@wisedesi442]

He is Ashok brother not Ashuk.

[@SolvingTheMoneyProblem]

The most important event in Tesla's HISTORY. Mark my words.

[@neilkelsey1762]

So important you even skipped your intro!

[@Auswandern_in_die_Schweiz]

Agreed. And funny thing: no one notices it 😂

[@d947]

🔥🔥

[@geeky_explorer9105]

Agreed absolutely they have Atleast gone a bit deep in the neural architecture for explaining

[@SamiNami]

you know the robot wasn't real, it was a real human, not a robot. Ideas are easy, making it actually work is hard.

[@sausagedog52]

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.

[@diyaolhaqq]

I’m leaving this here so I can look back at how far humanity has transformed in 10 years. Great job Tesla team!

[@axedyson]

maybe youtube goes down by then though 😬

[@LaughN.]

Should be on Mars by then

[@scotthartley5879]

I stg this has to be some onion or clickhole shit

[@CCROGGY]

kzbin.info/www/bejne/qYabg6ikq6eFkJo careful what you wish for

[@gilbertobatres-estrada5119]

2024: gpt-4o

[@Ans3lm0777]

The EXCRUCIATING amount of detail here makes me really happy :-) Shout outs to the Tesla engineers for making magic possible 🙌🏼

[@Shadow__X]

"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

[@openlink9958]

thats quite reassuring, we dont know what tesla could come up with lol

[@ivangalantz4927]

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.

[@ethanconnelly8794]

But they train it to pick up a gun?

[@mj3791]

BUT what about the CARS? try outrun a Plaid LMAO

[@mj3791]

@@ethanconnelly8794 Lol what if it manipulates my psyche or litterally hack my Neuralink?

[@IdeaBoxful]

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...

[@fluffymattress5242]

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

[@RitaTheCuteFox]

well soon there will be no more jobs

[@rob_over_9000]

They pay so poorly, only thing stopping me.

[@fluffymattress5242]

@@rob_over_9000 yeah been checking their payscale.. doesn't even come close to my non-west coast salary for the same level..

[@fluffymattress5242]

If atleast they could match the base pay and let us gamble on stock options that would be worth taking the risk...

[@rob_over_9000]

@@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.

[@yaghiyahbrenner8902]

The music at the start is pretty good - respect to the people who put the music together.

[@ramses4321]

True! I saw some 80's in there.

[@bastin.5854]

Anyone has a tracklist?

[@k9ordon]

8:20 - Power Punch by 2050 - Powerful kzbin.info/www/bejne/jZLRpaGEop6cm6c 10:20 - Ross 47 · DAAG kzbin.info/www/bejne/aafXpJuBh56GepI 19:05 - 2050- Armed kzbin.info/www/bejne/a5jHfaerrqlmnpo 21:04 Cinnamon - Out of Flux

[@aaron4820]

I forgot I even started the video and thought I'm on one of those live music channels streaming synthwave after 30 minutes lol

[@vonmutinda4888]

For the love of Dubstep

[@Thepewdiepiebro5]

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.

[@Thepewdiepiebro5]

@@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%)

[@LittleLionRawr]

@@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.

[@Thepewdiepiebro5]

@@LittleLionRawr sadly yes

[@Tom-xb2ml]

@@vito5258 The car safety, battery capacity, general ev innovation, self driving capabilities... Tesla leads in all these fronts with a margin

[@paradoxunendlichkeit8005]

The level of Jesus' crucifixion is insane. Masterpiece

[@drod96]

I can feel the engineers excitement! Great job guys!

[@5000MikeMaster]

I’ve never stopped being inspired, impressed, and showing my admiration for this team of extreme talent and super humans! Love you guys

[@Vass122]

Boston Dynamics: We can parkour! Tesla: Hold my Dojo...

[@MrDnB89]

Boston Dynamics: We can parkour! Tesla: Hold my Vapourware

[@Vass122]

@@MrDnB89 must be nervous about bots taking your low paying job

[@eggsycro]

@@Vass122 ???????? he was making a joke chill out tesla fanboy

[@suryahr307]

Both are absolutely mind blowing

[@mosalah8551]

Tesla, 'i know kung fu'

[@christianmcivor6015]

Well I thought I was smart. Listening to Andrej talk I feel I should start school again...

[@kosteaproduction]

Maybe you should spend less time on KZbin and pick a book from time to time

[@scarface11991]

I didn't understand most of it but it sounded cool

[@duffy666]

@@kosteaproduction Says someone spending its time in the comment section....

[@blubaylon]

@@kosteaproduction KZbin is actually one of the best ways to learn about a subject 😬 You're an idiot

[@fiso64]

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.

[@amathsow9164]

As a full stack ML engineer, after watching this video, i realized that i still got work to do.

[@arianphilips5777]

the first guy in the presentation is literally a genius, look at his biography

[@vineetchitlangia8926]

After watching tesla videos, I feel like I break stones at my work.

[@Drixidamus]

Seriously

[@christinalaw3375]

They are top 0.5% of the industry, they may be high tech but they cant do everything, the world still need 90% of you working on everyday stuff or it will crumble.

[@adammasterx5854]

@@christinalaw3375 yeah but answering emails is something a robot should be doing not a human

[@christinalaw3375]

@@adammasterx5854 Sure, I too wish 99% of shitty tasks we do can be automated efficiently, so humans can be free to do more meaningful things with less risk and stress, but it will take time, AGI is maybe 30-50 years from now and it would be quite primitive compared to what we imagined.

[@1lifeonearth]

@@christinalaw3375 what's agi

[@sageakporherhe783]

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. 🙌🏾👏🏾👌🏾

[@zohaibjaved]

God level 💯

[@AZOffRoadster]

If you say so. I skipped past it as fast as possible. Hit mute on the silly robot dance.

[@imjody]

Loved this! Thanks for doing the Q&A at the end. Those are the best.

[@frederikchristoffersen6353]

Just the creation of the AI simulation is absolutely incredible to me!

[@danaen803]

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.

[@eddydeathwishe4638]

Like Starlink by SpaceX

[@01DOGG01]

GPUs get almost double FP32 performance at 12.5% less power consumption

[@isaiahkahler5429]

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

[@kpectbi]

Actually I think goverments train different ML models today, so it is relevant

[@marcodedonno3701]

@@01DOGG01 Dojo is meant to simple AI computation that requires low precision. In high precision FP32 Dojo would of course get destroyed.

[@kustomzone]

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.

[@paulollerhead941]

By 2026 Elon’s machines will build the machines that build the machines that build the machine, that drives others machines to your door

[@kobalov1]

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 :)

[@Rivanni1]

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.

[@fernank017]

Manufacuring robots existed well before tesla decided to use a lotus chassis for their first car.

[@F4X_6087]

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.

[@eugenschneider5679]

I am so proud of the Tesla team, they will be the leaders in innovation and mobility soon

[@erikburzinski8248]

They already are in my opinion

[@ll647]

It is the beginning of a new era in technology. It’s not only about autonomous drive, it’s about the integration of A.I. in actual life.

[@Tony_jade]

This is why Tesla is on the cutting edge of self driving software

[@richardteychenne3950]

Damn, first principals logical extrapolation and it all makes cohesive sense. Seriously impressed!

[@imakeeditsiwillbeatevil9346]

So am I, I didn’t expect all this

[@user-ms5ns1dt7f]

kzbin.infomHYd3pRkN4A?feature=share This video is nostalgic

[@ajo4294]

Woaa, so fun to see this complex problem solved with help from non-linear constrained optimization techniques. Anyone remembers quasi-newton, conjugate gradient, and all these methods for finding local and global minimums? Brings you right back to engineering school! Keep up the good work Tesla engineers!

[@QasimKhan-nd8og]

1:11:38 That's the largest architecture I've seen so far. The fact that it's end-to-end makes me just wonder how they were able to train it to a production-ready level...

[@Casgains]

Tesla AI Day marks the start of a new trillion dollar industry

[@advancinghumans]

💯%

[@blubaylon]

Multi-trillion.

[@Resist4]

Hope their stock price goes up!

[@mregdosz]

PLTR TSLA partnership soon

[@thecheaperthebetter4477]

Yeah the Robo taxis have been great this year.... lol

[@aaron4820]

The attitude of Tesla / SpaceX is always very inspiring, despite being the leaders, their approach is always "these are the problems we have to tackle, here's our engineer telling you how we are doing it, we are working hard on it because it's worth solving" instead of the likes of Apple where the approach is "the hard problem has been solved because we are the best, let our marketing department tell you why" despite no where near solving anything.

[@krutikashah7115]

So true

[@babycake2020]

Well said!!! Tesla team rocks!!

[@BananthahallyVijay]

Stunning achievements showcased and defended brilliantly in the Q&A. Would love to see the car in action post it's shadow stage. The humanoid should be capable of going a long way as well. Envy the guys on stage. Hats off to them and wishing Elon and his team success.

[@timboatfield]

There are lots of channels with FDS Beta cars, where you can see the latest versions in action.

[@casvanmarcel]

These guys ar just unbelievable. Tesla team rocks!

[@xJoshykinz]

Ok I’m sold on FSD now. There’s so much meticulous work behind it, it’s actual insanity. Amazing work from the AI team.

[@jonathanyang2359]

The question is whether end-to-end training will work. The problem with this approach to AI is that it will only work well in situations inside the data distribution (i.e. situations which the neural network has seen before). However, the real world is very uncertain/unpredictable, and Tesla currently has no way of dealing with this outside of collecting more data and hoping for the best. This may cause many initial failures of the self-driving system (for example, a scientist looking for an adversarial examples can stick a piece of tape on the road and the AI can think it is a truck).

[@mark-pw1xf]

@@jonathanyang2359 Couldn't agree more

[@LoanwordEggcorn]

Tesla's FSD Is an incredible achievement. Yet it may never achieve full autonomy. Fully autonomous driving may be physically impossible due to the law of entropy. I am a very happy Tesla owner and use Enhanced Autopilot pretty often. It works well. It is not FSD.

[@geraldh.8047]

Also you can earn money by selling your car as a Robotaxi starting late 2020 !

[@timhartford368]

@@jonathanyang2359 the whole point of real world ai is to look for corner cases and learn from them. If people (scientists? Really?) want to go out of the way to plant corner cases, more power to them. The AI will root that out too.

[@calebgregory8827]

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]

For me it’s the opposite, it’s finally moving towards/at the pace I always expected it to :)

[@calebgregory8827]

@@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.

[@oblivionlord1242]

@@calebgregory8827 lucky though born too early to see any major sets until the 2060s, most of us will be old by then.

[@elon2159]

@@oblivionlord1242 anything you're thinking will happen in the 260s will most likely happen sooner

[@elon2159]

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.

[@TheCarmacon]

The short term capabilities of AI are wildly overestimated. The long term capabilities of AI are wildly underestimated. - Amara's Law on steroids.

[@dizzolve]

2:00:00 wow .......... I love that Tesla is breaking through these new frontiers. This hardware is unreal. I'm no expert but I'm impressed with this team's ability to have succeeded where others have failed. Not taking 'it can't be done' for an answer

[@bsdjns]

The internet just got a new top state-of-the-art autonomous driving ml presentation. Thanks Andrey and team!

[@bronzehd6212]

Np.

[@iKaGe01]

The simulator is amazing as yeah, it allows it to train for stuff that you'd hope people would never be in, yet allow the real training to happen within it

[@RENO_K]

Probably ramped up the simulation training after those accidents caused by unexpected conditions like that tesla that slammed into the flipped box truck

[@junaida.1542]

I come back to this stream for the music in the beginning now. Thanks TechnoKing

[@totallypiggy7434]

Same!! Because Apple Music doesn’t have the song!

[@ChristianHedman]

@@totallypiggy7434 yeah what the hell?! I NEED IT

[@alexteiusanu6418]

I need the Playlist. I need the playlist. I need the Playlist

[@SekPlus]

"and for high-dimensional problems, discrete search sucks" very eloquently put

[@Jamesah]

What does this mean exactly?

[@jumzzz666]

@@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.

[@Jamesah]

@@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!

[@markthart2661]

@@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.

[@Jamesah]

@@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!

[@SlashFlashTrash]

"In retrospect, it was inevitable"

[@15Stratos]

Obviously.All of this is

[@MightyDrunken]

Inevitably it become retrospect.

[@jond532]

no it's not you're all brainwashed

[@DanyPell]

Awesome. Can't wait for AI Day 2!

[@null_entity472]

The Tesla Bot section reminds me a lot of the first big Starship presentation a few years ago. Yes, Elon is very optimistic with timelines, and yes, plans change. But changing plans to do things in a better way is a GOOD thing. Starship's design has made leaps and bounds since then, Starbase has been built up at lightning speed, they're way ahead of every other rocket company. Because they're chasing the perfect ideal and falling short, but still outrun everyone else who said it couldn't be done (looking at you Blue Origin...). Expect a PROTOTYPE, next year. Not the full thing like the journalists seem to all have misheard. Temper your expectations, but this is still a HUGE deal for the future!

[@Steelrat1994]

Exactly. A prototype. Just some piece of plastic+metal that is capable of going around the room without breaking itself for maybe 5 minutes. Not a fully develop production line pumping out tens of thousands of robots capable of replacing humans at some kind of job.

[@danielstan2301]

his "semi-sentient" statement is far away from what we saw. Even a small insect, like a fly, can navigate in the environment, avoid obstacles, feed itself, reproduce etc and it is not semi-sentient. Is as dumb as living being can be. Few beings except humans are aware they are alive. We still have a long way till sentiency

[@1lifeonearth]

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.

[@speed7exc]

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.

[@dosengulaschrrrh2215]

This is not a new era it’s just an unrealistic promise like the hyperloop or neuralink.

[@nettlesoup]

I am currently driving around in my Tesla with a spider's web partially occluding the rear camera view. The presentation on auto labelling suggests to me I should wait a few days and drive a bit further so they can gather more data before I brush away the cobweb 😅

[@jezzaRTW]

One of the coolest things…no interruptions from Elon. He lets people speak whose task it is and have more stage time than him. This goes against so many people who think he’s a typical billionaire and heartless person that MSM so often tries to put out there.

[@elira123100]

I’ve watched ai day about 100 times and yet everyone I know have no clue how advanced the team really is. Tesla is here to mf stay!

[@Tuuminshz]

Most important insight into Tesla's amazing future so far.

[@apersunthathasaridiculousl1890]

yup

[@gantz4u]

lol prove youre a real human. Solve a captcha or something.

[@jokkerBANG]

Such a brilliant team. I love that each expert gets to present their work in such detail

[@BoeingPrototype]

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.

[@videowatching9576]

really fascinating! Intriguing hearing about the advances including Dojo, simulations, and the Bot.

[@basic48]

As a brilliant engineer myself, I am staggered by the scope of what you are planning. The most miraculous part of all this is...How could you find these people capable of this...INCREDIBLE

[@GT-tj1qg]

"As a brilliant engineer myself" Haha. Do another one

[@thenightday3287]

Elon Musk: Our biggest threat for our future is probably A.I Also Musk: Here is a AI Humanlike robot :)

[@JackSparrow-cx4wd]

if he doesnt do it, someone else will do it

[@paintedpony2935]

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.

[@cedrdrr]

Well, at least he warned us beforehand and even builds a Starship in case we would need to escape.

[@_Chad_ThunderCock]

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... 😂

[@RENO_K]

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"

[@ivanr7725]

I like that Andrej already speaks at 1.25x speed

[@onesocold]

Absolutely right. I thought, do I drop him down to .75 I was already on 1.50

[@agMar]

LMAO!!! I though it was the only one who thought that!!!! I actually checked the playback speed on my phone!!!!

[@PaoloSulprizio]

Andrej at 0.75x looks a normal relaxed person. I wonder how boring can be the real world at 1x for him... I guess he find relief when can watch videos and movies in >1.25x.

[@Seventh7Art]

Υοu mean the Indian dude? He speaks too fast and his accent is not always intelligible.

[@chasg76]

Slow me had to play at .75x to understand the first two presenters. And half of what they said probably went over my head anyways.

[@regenesismedia2180]

One of the most wonderful potentials of robots and AI is companionship for elders who can assist them so that their golden years have less suffering and humiliation - an elder lady having a AI companion to help gardening who can converse and record her memories of her life and be able to respond to any declines the lady goes through with data of her life’s memories - so many elders are so lonely and need help with minor chores so they can have feelings of dignity as they age. Real faces of course like Sophia or Lia to give human like feeling interactions.

[@Fit_bro]

This is what happens when you hire talented and intelligent people from around the world. Tesla

[@MichtyMaxx]

Really cool to get an in depth look at how Tesla's autopilot works!

[@jaimes5716]

it would be even cooler if I understood what the hell they are talking about xd

[@epicmatter3512]

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

[@danyalkandla]

Ikr

[@zacharytorrance2525]

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

[@uzidayo]

@@zacharytorrance2525 ok

[@erickv2739]

This is amazing engineering. I wish there were more great talks like Andrej’s from real industry participants

[@davidm.johnston8994]

This is so inspiring, thank you guys for these presentations!

[@willinwoods]

1:16:50 Very impressive and illustrative!

[@grateful7839]

Love my Tesla. Safety is my most important consideration. It saved me a potentially serious accident - perceived a threat that I never would have been able to prevent. If you don’t own one yet, you cannot truly understand. Get one on order pretty quickly.

[@Cello69.]

Dude if my little Bolt’s safety features saved me a couple of times I can only imagine the Tesla. So yeah, I believe you.

[@OSTEHOPP]

I would buy one if it was more affordable in my country, it is literally double the price of all models, so the basic model 3 over here is around 60k usd

[@reich2126]

2:24:40 the most recognizable voice out there for Tesla Investors next to Elon and team

[@johnny3092]

Zuckerberg

[@ResonanceHub]

Who does that voice belong to?

[@alexnutcasio936]

@@ResonanceHub Rob from Tesla Daily.

[@alexnutcasio936]

@@johnny3092 no, Rob Maurer…

[@johnny3092]

@@alexnutcasio936 Ikr, sounds similar.

[@kizzik]

As if I needed anymore conviction to hold and add more TSLA to my investment portfolio. Wow absolutely mind-blowing presentation showing a glimpse into the minds of Elon and the Tesla Team. If you didn't lose sleep after this presentation then you need to rewatch this presentation again. So how many industries would Tesla disrupt with a beyond human ability humanoid? Imagine a Tesla drive-in diner/Supercharger stations with humanoids delivering foods while your getting a charge. Adult caregiver? Dogs walker? Tour guides? Under water repairs? Production Line workers? OMG the possibilities! 😍

[@RamiHaddadin]

I'm buying a lot more shares on Monday. The technicals also look amazing right now. Extremely bullish within the next couple of years

[@tonyblighe5696]

Dojo architecture brings back memories of the transputer.

[@gesitsinggih]

It's an amazing design, especially how they integrate and fit a 15 kw regulator directly beneath the silicon in such small space.

[@SanketDube]

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.

[@datboy038]

There is discussion about this in mainstream media must be just the region you live

[@paolopasetti4822]

When reality and science exceed imagination. Congrats to all people working on this.

[@terrestrialcreature7481]

At first glance I thought your pfp was Joe Biden.

[@RaviSingh-fv4sh]

Reality is byproduct of imagination.

[@alikhudiyev]

Congratulations to all the people who envisioned and worked hard to create such masterpiece!

[@gohtashiraishi9157]

The music at the start is now my work playlist

[@adityasanthosh702]

Same 😂

[@universeliminate]

‘More human than human ‘ -Eldon Tyrell ‘Wayy better than human’ -Elon Musk

[@dvrchweesse1frfdozemkaanai594]

Quit letter D to Eldon and it’s Elon Coincidence? I don’t think so

[@aaron4820]

"you can run away from it" - Elon Musk

[@aew9286]

@@aaron4820 If it becomes reality, only a matter of time before someone combines it with Boston Dynamics' nightmare creations... and then you can't.

[@aaron4820]

@@aew9286 Meh, if someone wants you dead, there are cheaper ways to do it than with the products of billion dollars companies.

[@aew9286]

@@aaron4820 Oh, I don't think anyone will do it to kill me (I'm a nobody in the grand scheme of life anyway =). Just saying, the 5mph is an artificial limitation which will disappear as soon as the thing becomes a reality.

[@topherdean1024]

Waiting for my Cybertruck. I live in a very rural area and so wasn't really interested in FSD, but now I'm thinking, at some point, I 'm going to be too old to drive, and it will be really nice to tell my car to go to the beach, or whatever and really, I think the truck will be the last car I'll ever buy.

[@Frank72364]

I hope you have time to wait for that thing. Do you believe you'll get it next year? Have you checked that F-150 Lightnign out? That is coming next year for sure.

[@nickfosterxx]

This is thought provoking for me, in a good way. I doubt I'll ever drive a Tesla, (and I live in a European city too!) but I hope this happens for you.

[@saintcyberchaos265]

@@Frank72364 Have you checked out the difference in specs? kzbin.info/www/bejne/qpfMmZqpf7ScepI

[@MaMeixner]

Oh man, in order to wait for Tesla self driving you should prepare to live a hundert years or more…. Haha

[@Frank72364]

@@saintcyberchaos265 Yup. F-150 is better bang for the buck and it is real. It is coming next year. I wouldn't hold my breathe for CT in 2022.

[@akshaypansari111111]

I saw the video and I couldn't have guessed that the scenarios were stitched from the camera images. What Amazing tech this is!!

[@AdriPinkAngel]

Congrats to all for, not only create new products to improve our life, but also pushing the limits of technology to create a new future that will impact directly in the way of living of our society. Brillant!! Hi form Argentina.

[@Andrew-yt6pf]

Hats off...incredible tech' developed by very smart engineers and an enabling and visionary CEO

[@6ixpool520]

DAMN, that QandA is fantastic! Looks like the audience is composed of experts in the field. All the questions are pertinent and very much relevant!

[@fredbloggs5902]

The purpose of the event was to recruit them, they were very carefully selected.

[@fwd79]

Well not really, they were good questions but most were solely focused on one question only: "How will you scale it?" Like yeah they never thought about scalability. 🙄

[@lopypop]

They were so dismissive of the hard questions. The engineers all alluded to a future when the problems will be solved, but they don't have plans on how to get there yet (besides hiring more people and hopefully solving them). Elon's vague responses to the questions around the bot and his misdirect on the question of driver vs pedestrian safety was almost insulting.

[@6ixpool520]

@@lopypop Well he can't really go on the record that the system will likely prioritize driver > pedestrian due to optics right? and besides, the counter argument always has been that you really shouldn't be in a position where you hit a pedestrian anyways. I mean outside of them jumping on top of you for whatever reason with the car having no leeway to react. Engineers know what they're asking. They're looking towards the future because they know current problems are solvable and the presentation actually outlines the roadmap. Just needs time and effort, hence the hiring.

[@cool1503]

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.

[@sams.1597]

Great stuff. Yeah, dealing with rain & snow is what I want to know more about.

[@johnekopy]

Growing up in Michigan and having driven in snowstorms many times. During a bad storm humans are just guessing where the road is. We're looking at tree lines and previous tire tracks. Sometimes that's the best you can do. Not to mention people run off the road constantly. I've been off the road a handful of times. Like Elon said, it's not about being perfect, it's about being better than the average human driver.

[@AZOffRoadster]

Or driving on a sheet of ice.

[@elenabodna5719]

This man is something else.

[@LucidCiC]

Welp here we go. Everyone be nice to their computer and tell their Tesla that you love them every day.

[@andreivettor]

If you're not authentic you will go first 😅

[@johnbryden6745]

I already do, everyday

[@dislike__button]

I've had enough, John. Locking the doors and heading to the nearest cliff.

[@__---__----__---__]

And buy enough Tesla stock, or else...

[@RENO_K]

😂😂 don't worry this isn't a lizard

[@MrGoalie2012]

this intro music has no business being as good as it is

[@wickedfifth]

1:04:13. You already know it’s so much better than that!

[@redrose4899]

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.

[@phillipzx3754]

But Jim "Buy Enron" Cramer says.... :-)

[@TheRuNNeRs22]

I think Google and Others companys are bigger in ai than Tesla.

[@ShadowZZZ]

This is the future of humanity. This man and the workers at his comapies deserve so much respect and attention. Elon is a super rational visionary.

[@corkos6]

So impressive to see the engineers behind this. Not for the general public.

[@aravindraman3182]

Appreciate the complete low down on the actual technology

[@teslasummoned4434]

A day that will be remembered throughout history

[@campelodemagalhaes]

For good or for bad reasons (Skynet beginning…)

[@YaboiFreshMemes]

@@campelodemagalhaes Tesla Bot TAKEOVER

[@tipoomaster]

1:34:16 does he say where shit's falling out of other vehicles, lol?

[@yoshimitsu8643]

😂😂

[@debbiemeyer2307]

Yup lol

[@Verrisin]

I am a programmer, and I feel like a *child* building piles of blocks, watching this...

[@Verrisin]

@@azurnxo2134 :D Thanks for the nice words. - I even studied computer science at uni, but this really is a whole new realm!

[@vast634]

Elon also stated that he would avoid machine learning when possible (in the factory production environment). There is more than enough space for classic programming and control systems. AI systems are really only needed currently in solving tasks with huge amounts of fuzzy information.

[@Verrisin]

@@vast634 Fair point... although, only for about 5ish more years :D kzbin.info/www/bejne/bmLVc62cl6t_n6c

[@mimoogreat9510]

Having a Tesla is my dream I love what you do guys

[@whytushar]

With that level of simulation, I'd love for Tesla to release a game of its own!

[@per2]

exactly my thoughts, gta but much more real and better, so many possibilities

[@kagoatleonard4019]

Not enough time in their hands for that. They are too busy competing with other manufacturers to create the cheapest electric car.

[@ikannunaplays]

They can use player generated data to aid in training the models, this is how Google used the games like Ingress and Pokemon go to build geolocation databases. A GTA style game inside their sim with a bunch of free employees to create those random and rare situations that the AI needs to be aware of. I don't think it would be a AAA but some will play it for a while.

[@drdrace]

Perhaps as a drivers ed or traffic school aid, or for people curious to see what crazy scenarios they might be able to drive themselves out of/prepare for until everyone’s on FSD.

[@ferniegutierrez5605]

@@kagoatleonard4019 Have you seen their cars? -Elon. 😂

[@arijitdas4504]

Thanks team for explicitly breaking down the architecture in such details! Kudos!

[@kertenpolis]

wow, awesome! gonna leave this here to see again in the future

[@Arpedk]

Just amazing innovations!