So basically, it's a learner driver, just passed the test, so knows everything it should be doing but just needs experience.

@MuhammadAhmad-kn1zd

3 жыл бұрын

FSD neural net is connected with thousands of cars on the road so it is able to learn at a much faster rate. Perhaps we can assume it might be able to learn most of it in 10 months than what an average human driver learn in 10 years.

@gabe8168

3 жыл бұрын

@@MuhammadAhmad-kn1zd we are seeing almost weekly updates, so maybe much less then 10 months

@Kitsisuri

3 жыл бұрын

@@gabe8168 agreed, the aim rn is for level 5 this year i do believe, that is elon time though so it could be anywhere from a year to 2 away if your conservative

@darkseid5237

3 жыл бұрын

@@Kitsisuri elon said robotaxi ( I don't know the name) will come this year so I'm sure they are working toward level 5

WOW! I've seen lots of "My Tesla is learning to drive" videos, but this is the first one that shows HOW it's learning to drive, and it is fascinating. This was great. It answers so many questions. Neural networks and the fleet... Now that it's been pointed out, it makes so much. sense.

"...when I was trying to run over my wife." HMMM

@anirbandey303

3 жыл бұрын

lol yeah xD

@theuncalledfor

3 жыл бұрын

Watch the actual video if you haven't already. It's really cool.

@schabalabadingdong7805

3 жыл бұрын

@@theuncalledfor watched it. It's great

@6681096

3 жыл бұрын

You missed the other video where she disputed him, so obviously as her lord and master he was well within his rights. Spare the rod spoil the spouse.

@hieroglyph321

3 жыл бұрын

6:34 for the part where he hits her. Not cool

Bottom line. Tesla teaches their cars to “think”. Everyone else teaches their cars to “do”. You can’t teach a car to “do” everything, but once it can “think” it can “do” anything.

@sterrshow5016

3 жыл бұрын

More reason why cars need cameras and not Lidar, we drive with our eyes, same concept as cameras. Tesla is already able to see more than the human eye, especially with multiple cameras.

@neeljavia2965

3 жыл бұрын

@@sterrshow5016 Exactly.

@rickmartony9566

3 жыл бұрын

@@sterrshow5016 The fun thing is that lidar cars also need cameras to see color and signs. Roads are made for vision, not lasers.

@Jaker788

3 жыл бұрын

Which is exactly why it looks like they're behind. But NN is not as intuitive as the human NN, so it needs lots and lots of examples to finally get it 99.999%. And Tesla has exactly the data collection ability to teach their NN to actually think, at some point it'll be like a switch and it'll all click into place and "just work".

@47DAF

3 жыл бұрын

@@sterrshow5016 I don't get it. ZOOX uses lidar, radar and cameras. What is wrong with using more information? It is more expensive, but from a technical standpoint I don't see a problem. Every sensor has advantages and disadvantages, the others don't have. Why not combine them? That doesn't necessarily mean such a car relies on all sensors working all the time perfectly. It just gives you more safety.

And when he says "ask the fleet" for examples of a scenario, that doesn't mean asking the Tesla drivers to send in examples, that means transmitting image patterns to the hundreds of thousands of vehicles in the fleet and activating automated pattern detection and reporting direct from the AI. So if they need more examples of how to navigate around a car towing a boat, they can send a simplified image template of what a car towing a boat looks like, and hundreds of thousands of cars will scour their camera footage continuously for anything that matches that pattern and automatically transmit video clips to the Tesla servers to aide in further training. Image how powerful that is. Your vehicle almost drives over a pile of garbage on the side of the road, so you hit the little camera button to let Tesla know of the issue. An engineer at Tesla reviews the clip and decides, yep - this needs better training. They put together a simple search pattern for identifying anything that might be garbage on the side of the road and transmit it to the entire fleet of Tesla vehicles, and almost instantly data from all over the country starts pouring in - countless new examples of possible garbage on the side of the road, ready for filtering and training updates to the AI to identify it and navigate around it. Now send hundreds of pattern requests for all kinds of stuff and collect millions of new datasets all day and night to help train the AI for numerous other situations. It's absolutely brilliant. The more cars that are on the road, the faster every crazy corner case can be identified, collected en masse, and trained into the AI. Anything unusual comes up and they can with a click request their army of mobile cameras that are roaming the roads to find and send fresh data for them to use in solving the issue.

@ken-mb5cp

3 жыл бұрын

I don’t usually like “long “ comments but yours is very good thanks.

@digitaldreamer8637

3 жыл бұрын

Correct! Andrej and his team have created a monster!! 😎💪🏽

@pronoe

3 жыл бұрын

fascinating

@rogerwilco2

3 жыл бұрын

I can also imagine that even with FSD disabled, the AI can be running in the background, and constantly compare it's decisions to what the human driver is doing.

I’m speechless!! Great content. You’ve easily taken over top spot for FSD videos. Love your work. Can’t wait for the next show. Thanks!!!

@332louis

3 жыл бұрын

Yup. Quality over quantity too

@TaneemChowdhury

3 жыл бұрын

Indeed. I've been watching your content ever since the mind-blowing "The human inside" video, and have mentally committed to supporting you on Patreon. Thanks for what you do aidrivr!

@hawaiian5oh

3 жыл бұрын

Amazing! We’re looking at artificial intelligence/robots on wheels. These cars should be able to talk back 😂 soon

You’ve addressed the elusive autonomous question so well... That question being, “why does it appear that Tesla is behind, when I know it’s actually ahead? - and yet another way to look at this race to autonomy is the old tortoise and hare analogy of course. Great video ... 👍 (a very fast tortoise btw).

The video is a lot different from some of your other videos? Well here's what I think: I loooooooved it.

I already knew most of this. I’ve seen all the videos (including the Karpathy talks) and figured out the same stuff. However, I could never explain it this well. You’ve done an amazing job researching, finding the correct pieces from other videos and drawing the correct conclusion! Very well put together. There is a lot of misconception out there and many people have no idea, how all of this stuff works and why it matters, how Tesla solves these problems. I think it’s an essential part that Elon Musk as the company CEO understands this, too. And it’s a big problem for other manufacturers, that their CEOs don’t have much understanding of the IT side of the cars. Anyway, this is a great video and now I can finally share on this when I discuss about this topic to show other people all these points (without referring them to multiple hour long videos).

@digitaldreamer8637

3 жыл бұрын

Correct. It’s a fundamental problem at the moment. Innovative companies NEED engineers at every level to succeed in the digital future. Especially the CEO. 👍🏼

3:01 "Let's also take a look at me attempting to run over my wife" Wait whut?!?!

@nlksh

3 жыл бұрын

HAhaha it was funny

@CatskillOne

3 жыл бұрын

I was too busy looking at the curves on her to see the actual curve he was talking about

Best content on FSD Beta i've seen in a while. And I watch them all. Keep educating us AIDRIVR, thank you!

The best video you've made so far, thanks for all content

Absolutely loved this video!! So insightful. You are the reason why Tesla don’t need advertising. The analysis just sells the product!! Thanks for your hard work.

Fantastic video. Thanks for the thoughtful analysis and background info directly from Tesla. That really helped paint the full picture. I'm pretty confident that they won't come at you for including these! Great job.

Thank you for this in depth, thoughtful and thorough analysis. This is definitely a great companion to the actual driving videos. It is equally, or even more important, to understand what’s happening under the hood then under the wheels.

This was actually a brilliant video, very well though-out, great samples, great clips and a wonderful insight into everything that is coming up in the near future for FSD. Thank you for putting all this together in such a clear and concise presentation.

Speed bumps also don't show on the visualisation, but it definitely controls for them

Thank you for this! It's just so unbelievable to see how this is really happening . Really enjoyed this video .

OMG.. light bulb moment... your vids not only let us view the changes in FSD, but you help us understand how it works.

Wonderful analysis. You made your points clear and didn’t waste any time. Great Video!

This was excellent. I've seen a couple other of your interesting FSD vids, but your insights here motivated me to subscribe. Thanks!

@AIDRIVR

3 жыл бұрын

Welcome aboard!

@Haliotro

3 жыл бұрын

@@AIDRIVR What i want to know is can Tesla FSD engage in defensive driving maneuvers ? Like what does it do if it's engaged and you start driving another vehicle directly toward it as if crash is imminent?

@AIDRIVR

3 жыл бұрын

@@Haliotro Would make a good testing video!

@Haliotro

3 жыл бұрын

@@AIDRIVR woohoo! I'd love to see that! I can imagine many scenarios... imminent rear-ending would be cool! Thank you for such a great channel! The hard work shows!

Thanks for sharing your thoughts! Apreciate them.

First time I've seen any of your content and I really enjoyed this video. I appreciate the speculation and then examples supporting that point of view and allowing us to decide. The tone is excited about the tech without attitude or sarcasm--Thank You. Very Cool. Thumbs Up

Like i said last time, you have seriously planted yourself at the top. This new video proves you actually understand the "demand" and that you are capable to produce original content in an environment where we have been flooded with "left turn right turn, drive". I know it will become harder to come up with new stuff. Irrespective of that, the presentation style chosen by you sets you apart from the majority of youtubers, so you can grow your fan base and monetise faster, which will enable you to test MobileEye, Waymo, etc. Good luck!

A great explanation of why the visualization is working. The linking of the TESLA clips to yours makes it easier to understand the advances made by FSD

Thanks for doing this deep dive. Very informative beyond the usual show and no tell

Really appreciate your videos. Good work! Would love to see more uploads. I am convinced that this will change the world, much more than people can imagine.

Excellent guesses with support for the arguments. Enjoyable and thought provoking. Thanks. 🤔

Excellent video! I enjoyed seeing Andrej Karpathi's descriptions in the context of your driving. Andrej is capable of conveying so much information with his rapid burst style of speaking. I learn so much by listening to him. I've messed about a bit with neural nets, and I find them fascinating. I think their potential is nowhere near being exhausted. This is exponential growth, and most humans are terrible at perceiving that.

You truly caught my eye on the human inside Tesla video and literally just put the cherry on top with this video🤯🥰 truly love all your content 🙏🏼 Top notch reasoning Quality editing Props to you sir 👍🏼

@JaafarAbuTaa

3 жыл бұрын

Truly underrated channel

Excellent video I have had my Tesla for a year and a half and I get excited every day to drive it to this day. Trips just to store it doesn't matter. It is just an amazing feet of engineering.

Great video! I liked how you linked content from Autonomy Day to what you are actually seeing in the FSD beta's. Very nicely done!

I agree with others... your content is quite frankly excellent and really the best I've seen on the FSD. I have 2 FSD teslas (M3 and MY) and a Cybertruck on preorder and can not wait for the version 9 next month. Thanks for sharing your great insight.

@AIDRIVR

3 жыл бұрын

Thank you so much for the comment Paul!

Really enjoy your videos. Lots of interesting points. Keep them coming!

Really interesting vid. Well presented ideas and content as always. Keep em coming!

Nice! this is THE video that brings all the Tesla FSD capabilities and details into proper context!

Great work. Excellent summary and points.

yeah the indepth knowledge was greatly explained in a structured way. Enjoyed the video.

Great video! Loved the format over simply just driving videos. One of these every now and then would be a great idea.

Love the video. Awesome insight. FSD folks nailed it, it's totally like looking into the future... Keep the great vids coming dude. Thanks.

I prefer your videos compared to the other FSD youtubers. You aren’t overly dramatic and you explain things well. Keep it up sir.

One of the best FSD channels, period.

Excellent video! I can't wait the next one!!!

I like your measured-sounding interpretation of what you are seeing. While normally I am uninterested in a KZreadr's speculation about FSD capabilities and internals, you bring reason and evidence to your analyses.

The best FSD Beta video of all, by far!! And I’ve watched a lot of them. You’re not only a driver and Tesla fanboy. You have the mindset of an autonomous car researcher. Lex Fridman should have you in his podcast. That’s how good you are. Subscribed!

Great video, nice job looking back and connecting the dots (with video clips and examples)!

Brother, you are 100% correct. FSD beta is proof that Tesla has won the race. I have a CS background. I can guarantee Tesla has a 5 year lead on the competition. I don’t think they’ll be able to catch up. Tesla has the “source of truth” output plus the video input for billions of real world miles. You’ve backed the right horse. Tesla for the win!!

Absolutely fantastic, thanks.

12:45 nice observation! Seems is focusing the processing power into checking coming cars, priorizing safety. Once its sure everything is clear, starts going and visualizes what could be obstacles in its way. Btw, loved the terminator driving a truck thumbnail! Definitelly made me subscribe! I cant believe you have such few subscribers.

Wow truly enlightening video John, I rank it #1 in the great many FSD Beta vids I have seen! That non existing parallel road it imagines behind the bushes convinced me it makes up its own map by vision and NN as it goes. Unlike Waymo & Co. At some point it has to reconcile what it sees with actual map for navigation though, this must be very tricky at times !

Best FSD video I've seen. Love the insights into how it works and why it's far superior to competitors' systems. Subscribed!

Amazing analysis. Thank you!

wow, first youtube video I've immediately rewatched - great work on the video

Awesome explanation/tutorial. Thanks for putting it together.

Can't believe my eyes. I gotta watch this vid again and again!

@AIDRIVR

3 жыл бұрын

Thank you, I like this one a lot too

Its truly amazing, wamo cars can only use well mapped roads and certain parts, as you said this is way in advance of that , the car is actually doing the looking for you and no doubt in a second asking information of the net ,its so cool .

Great video ... really enjoyed yor layman's technical analysis, and the waybyou tied it to the official presentations. Keep up the great work.

Outstanding report and explanation(s). Thank you, so much, for this.

Incredible video, thanks so much for a clean cut and expertly explained video

I hope Tesla keeps the multiple colours in the release visualisations as makes the display clearer. Thank you for another great FSD video. I think yours are the best demonstrations of the new technology on KZread

Great video! Thanks a million to share your experience with us. I have FSD and I am waiting eagerly to get it on mine, but I know I will have to wait still for a bit (I live in Switzerland).

Fantastic video.Thank you

It’s very convincing as your the FSD user. The video gave me great confidence on Tesla. Thank you.

12:24 Agreed. What it shows in the visualization is there for the user, based on things like certainty(of what it is seeing), relevance, distance, minimizing processing, and probably some limit to avoid the scene being too visually cluttered. When it comes to the AI driving, all objects at all times are going to be accounted for. But the UI Visualization is completely separate -- it makes decisions on what is interesting/useful to show the user, based on the output of the AI.

Very good analysis... Kudos... 👍

Excellent video. I’d love to see more like it!

This is such a great video, I surprisingly did like watching this

Fantastic insight. Thank you.

Really good explanations and great video! Keep up the good work!

Love it. Thanks. 6am here. Need time to process.

Best I've seen on this topic.

Great episode.😀

Great video, more of this please!

Great video, great insights.

Great content. fascinating insights. Imaginary roads, wow, it’s not like any computer I have experienced, they don’t imagine. Interesting and surprising to see in the comments how few people watched autonomy day. I think I must watch it again soon. Autonomy day is why I am here...

Bro you are awesome as always!

Nicely done. Thanks for sharing this great content

@AIDRIVR

3 жыл бұрын

Thank you for watching!

awesome video!!! appreciate the insight

Phenomenal work dude. subbed!

Great video! Thanks!

Great video. Thanks

Excellent video, your content needs more exposure!

This was a great video man. Keep it up!

@AIDRIVR

3 жыл бұрын

Thank you!

Really great video. I too have been surprised that no one seems to recognize or talk about how the current FSD is THE essential foundation or skeleton upon which they'll simply overlay the great 3d graphics they had before. Like you said, the eye candy will "wow" the world, but that's not the important part at all... we're seeing the vital evolution happening right now... in crappy dot images, and most people can't recognize how amazing it is.

I love this!!!

Thanks for sharing the blind predictions FSD makes. Very interesting.

I think its great that. U make these videos

Excellent.

Well put! I'm using this video to refer people to

Great video!

This is a superb analysis, I think you've worked out how FSD does its 'magic' and it's fascinating info. Makes me feel slightly sorry for Waymo et al :-)

Awesome video!

Don't worry about the length of your videos. I'm waiting for my Beta.... But yours are very well done, and I wish they didn't end. :)

@AIDRIVR

3 жыл бұрын

Thank you so much for this comment, seriously! I'm so happy you enjoy them :]

13:20 another example of what FSD can see and doesn't show: Clearly the stop lights are shown in visualization but, the post which hold them up aren't. This is most likely to keep the visualization decluttered and or to keep gpu usage to a minimum. Great video! Thumbs this video up!

You definitely kicked it up a gear with this video

Amazing commentary! Subbed

Awesome video

very good video, you deserve more subscribers 👏👏👏

Very interesting video, thank you

Amazing video!