This shows that the robot already behaves very much like a human being
@thedoggy480
6 ай бұрын
@@tom_skip3523shutcho corny ahh up 👨🏭🧜♂️🕺
@BekTesfa
6 ай бұрын
😂and doesn’t even know it …
@raviravi5342
6 ай бұрын
Please tell the robot, the human is saying thank you. (Robot saying "what an odd behaviour")
@borghorsa1902
6 ай бұрын
@@tom_skip3523 Surprisingly, doesn't take a lot for a robot to behave like a human - we are not that far ahead on a cosmic scale
@itshypevideos
6 ай бұрын
No human honks! But now we have to add construction worker yells to replace this category
@martinthe3rd664
6 ай бұрын
I know it's been said before but your camera setup and transitions are absolutely insane 💯🔥
@AIDRIVR
6 ай бұрын
Appreciate it! Takes a while but end result is worth it
@Evolve2112
6 ай бұрын
Great video. At 12:40 in to the video consider this: A human driver waved “thank you” to an A.I. without knowing it. Turing test complete! :-)
@mofayer
6 ай бұрын
Thanks for the laugh 😂, we sure are living in an interesting time.
@Wigglylove
6 ай бұрын
For people confused it is not at 13 minutes, but around 12:40
@Evolve2112
6 ай бұрын
@@Wigglylove Thanks for the clarification. I edited my comment to put your time in. Thank you.
@TexanMiror2
6 ай бұрын
Honestly, the driving in this video was incredible. There still a lot of progress to achieve, adding the missing bits like parking, backing up, how to deal with construction, etc. and especially if self-driving has to work across different parts of the world. But it feels like this is the way to do it. Thank you for the video!
@AIDRIVR
6 ай бұрын
Thanks for watching and leaving a comment!
@RobinClower
6 ай бұрын
Holy cow. There are so many terrible, scary af intersections in this town. The number of roads you have to blindly pull out on where traffic could easily be going 45 is insane. We don't need FSD, we need better road design...
@anntodd1233
5 ай бұрын
And get rid/move signs that block your view, as well as shrubbery that blocks your view.
@jarbarsi
3 ай бұрын
yes, this, and less car dependency in general so that roads don't have to be so wide and fast to serve the number of people that need to use them
@garretthoneycutt3432
6 ай бұрын
i’ll say it again. Best FSD videos on the internet You put in a lot of work, it shows and is appreciated. Great job bro!
@zhz1359
6 ай бұрын
You are Chinese
@teslarex
6 ай бұрын
Your videos are there most informative about FSD. Focusing on moments of interest and highlighting differences to previous versions. Thank you.
@AIDRIVR
6 ай бұрын
Appreciate that, thank you!
@PaulBarwick
6 ай бұрын
Wow! What a journey from what FSD was like in your early videos. Thanks taking us along for the rides.
@AIDRIVR
6 ай бұрын
It's definitely been quite the journey, thanks for sticking around Paul!!
@raviravi5342
6 ай бұрын
Please make compilation of what it used to do and what it does now. That would be great.
@liroger733
6 ай бұрын
I just got the FSD 12.3 update on my car. After watching this video, I am so itchy to take the car out for a spin! Thanks for the video!
@AIDRIVR
6 ай бұрын
Awesome, let me know what you think!
@Electric_Dave
6 ай бұрын
Once again you have produced the best FSD review video of the bunch. I like the voiceover style and how you analyze each situation. Very well done as usual!
@AIDRIVR
6 ай бұрын
Appreciate it Dave, thank you!
@ob0273
6 ай бұрын
Can you focus on roundabouts in the next video? They shouldn't be a problem (finally) for V12, but I'm very curious. Great video anyway, thank you!
@danliebster9894
6 ай бұрын
He mentioned right in the video that there are none near him other than that one mini roundabout he showed.
@Qwuiet
6 ай бұрын
A combination of your video , chuck cook, Brad Ferguson and Rob Mauer’s latest v12.3 convinced me to buy more Tesla stocks!!
@AIDRIVR
6 ай бұрын
If I had any spare money I'd be buying too
@6681096
6 ай бұрын
Excellent - plus a great summary. V12 has a very good understanding of the cars dimensions and can squeeze through spots (not sure if that's always a good thing). Teaching my niece to drive (I had her go through cones and between boxes etc) and now watching people more, I notice a lot of people have poor spatial understanding and not as good as V12
@farzyness
6 ай бұрын
Thank you for the excellent work!
@AIDRIVR
6 ай бұрын
Right back at you my friend
@CasperChicago
6 ай бұрын
GOOD JOB 👍🏾 Your visuals allow me to understand your observations & comment on the car's decisions.
@BigBen621
6 ай бұрын
At 21:31, the reason FSD will be safer than a human is that human drivers exhibit numerous dangerous behaviors, which FSD will never exhibit, and which cause up to 90% of accidents by some estimates. These include texting while driving; other distracted driving; drunk and drug-impaired driving; road rage; fatigue; falling asleep at the wheel; medical emergencies; running red/yellow lights and stop signs; wrong-way driving; following too closely; unsafe lane changes; speeding; street racing; reckless driving; loss of control; and several other categories I probably haven't thought of. FSD can be significantly less skilled than an average driver, perhaps similar to a beginning student driver, and still show a much lower accident, injury, and fatality rate that human drivers, for this reason.
@iitool
6 ай бұрын
For the first versions using end to end neural nets its capabilities are amazing. Just think how much improvement we might see after two years of trained neural nets!
@jjamespacbell
6 ай бұрын
Great video as usual so informative and entertaining. IMHO the thing that needs improving next is the navigation data. When a road is closed that contradicts the data, a new route needs to be quickly determined. Also, the closure could be updated to other drivers in the area with a few hours of persistence.
@martindbp
6 ай бұрын
Simple: rerouting is another type of AI action. Find clips of people driving with road closures in them, not necessarily in the route path, then edit the route to go through the road closure, and add the reroute action as the target action. Lots of issues can be solved by creative data sampling and modification like this. You can do the same thing for the issue where the car is unable to safely follow the route. This stuff will be solved so fast.
@NickDDDD
6 ай бұрын
Great graphics & great commentary - Thank you from London UK. 333am GMT.
@derekaring574
6 ай бұрын
very interesting to see major improvements on fsd compared to early builds looking forward to more progress 😊
@Wol747
6 ай бұрын
I know the way you edit takes a lot of work but your approach - showing the boom-deleted car when appropriate, and the voice-over makes for a really useful video. Many thanks.
@JMorrison117
6 ай бұрын
even if probably legal, that maneuver at 1:20 where you're driving into the exit of the drive thru is something i would have disengaged for. both 'lanes' have arrows pointing in the oncoming direction and it looks like the lane widening for 2-way traffic past those arrows is for drivers exiting the drive thru, based on the road markings. which is probably why that pedestrian didn't look both ways, because the road markings are indicating one way traffic.
@BrianBonner
6 ай бұрын
I was going to say the same thing.
@fienyxmedia
5 ай бұрын
I really do like these videos. People watching can learn to maybe drive better by example. This system doesn't get road rage. Being a professional driver for close to twenty years has taught me a lot of patience. I hope to continue watching videos of yours more ahead because so many people have a fuse set to road rage. If anything, it can be a great example of how to drive well.🙏
@Xsar1942
6 ай бұрын
11:08 I think 2024 will be the year when we have fully self driving cars tbh
@halophobic9550
6 ай бұрын
the video literally came out 6 mins ago how are you there
@tav9755
6 ай бұрын
Yeah. Probably. Or 2025. latest 2026.
@thefish5861
6 ай бұрын
@@tav9755Or someday. Maybe.
@QwertyAD1150
6 ай бұрын
@@halophobic9550 He skipped a part
@QwertyAD1150
6 ай бұрын
Or played the video at 2x speed
@NeilBergman
6 ай бұрын
Great video, as usual. I'm really impressed by the improvements you've shown from FSD bets 12.2.1 to 12.3. I sure hope this starts rolling out to a much wider group of FSD beta testers soon so that we can get it on both of our Teslas.
@sakhi2ya
6 ай бұрын
Another great drive. AI Diver really puts out quality content. By far my favorite.
@FlavaTheRipper
6 ай бұрын
Still the king of FSD videos, thanks for the upload.
@AIDRIVR
6 ай бұрын
Thank you for watching and for the compliment!
@nonamesl3f7duuude
6 ай бұрын
Still the best!! Will have to cook up some fsd vs human scenarios to make it interesting pretty soon.
@jarbarsi
3 ай бұрын
The one thing I'm learning from these videos is that FSD really needs a way of detecting "road closed" signs and feeding that into the navigation system, like maybe even just ignoring the navigation and picking a different direction to go instead, and letting the gps reroute to the destination afterwards. Also, while I really don't like tesla as a company (mostly due to the owner of said company), and self driving cars still seem like an accident waiting to happen as soon as supervision isn't legally required (not to mention that unsupervised self driving cars solve a problem that would be much better served by widely available public transit), I can't deny that this is really cool tech, I'm kinda shocked how much this system manages to do correctly, even if it's definitely still at a point where intervention needs to be available at all times, it can drive better than most self driving tech I've yet seen.
@RancidMummy
5 ай бұрын
After watching in awe, I've finally gotten the v12 update tonight. Love living vicariously through your videos with all the updates and now I can live it myself haha. I'm pretty cautious with FSD in general and don't actually use it much but am excited again for this update.
@drewbeans
6 ай бұрын
love your videos very entertaining and i enjoy the long ones especially
@AIDRIVR
6 ай бұрын
Appreciate the kind words! They take a while to make but comments like this make it worth it
@Marshark50
6 ай бұрын
3:40 I think that should've been a critical disengagement, especially since the car is doubting itself
@AIDRIVR
6 ай бұрын
I only count them as critical if it was in any real danger. The car just stopped itself and needed me to re-engage, no danger to itself or anyone around
@Xanthopteryx
6 ай бұрын
@@AIDRIVR It was kind of dangerous because just sitting in the road doing nothing is like, not very good.
@bingoandlilly598
6 ай бұрын
Great video. Absolutely love the visual effects etc.
@AIDRIVR
6 ай бұрын
Thank you, appreciate that! Takes a while but comments like yours make it worth it
@tomdickson9841
6 ай бұрын
4:12. I think it hadn’t accounted fully for the second trash can initially.
@CFLDumpsters
6 ай бұрын
Remarkable it’s come such a long way in such a short period of time.
@GregoryMooreMD
6 ай бұрын
Awesome video. Thanks for producing. So nicely done. Great graphics
@MrTrytiped
5 ай бұрын
Excellent video. Probably one of the first of yours I've watched but really did an awesome job of showing what this new version is capable of.
@jstudios3756
6 ай бұрын
13:23 it’s actually illegal to block an entrance like that and you are suppose to leave it opened for traffic to flow
@06howea1
6 ай бұрын
Data from human drivers in the fleet training the model was inevitable.
@19valleydan
6 ай бұрын
At least it didn't gleefully send the trash can flying!
@graemeesmith
6 ай бұрын
Not only inevitable - that's Tesla intentional strategy. That's a good thing. It doesn't mean the car will make mistakes like humans necessarily. The car is 100% attentive at all times (which is a large source of human error) and the training set is curated good driving.
@eugeniustheodidactus8890
6 ай бұрын
You do an excellent job ! Many thanks.
@thierryvt
6 ай бұрын
21:30 It's not like human drivers are bad at their core. We do that shit well, until we get distracted, inattentive, tired, impatient, reckless, ... So an AI, with its infinite attention span and patience, that is trained only on the best behavior should in theory be among the safest drivers out there.
@_BangDroid_
6 ай бұрын
That theory is yet to be proven, so far all evidence suggests it wont
@motarded4214
6 ай бұрын
I just got version 12.3 on my car last night. I drove around a bunch today around Austin, TX and the car did AMAZING.
@Shadow_of_Christ
6 ай бұрын
WAIT WAIT WAIT it takes the politest approach? Oh hell nah not on my watch (Disengages and drives forward then re-engages)
@SinergiaAlUnisono
6 ай бұрын
Dude !!, you are undoubtedly the best !, I love your video editing and commentary , so, thank you !!!
@AIDRIVR
6 ай бұрын
Really appreciate the kind words, thank you!
@Rick9482
6 ай бұрын
Well I toggled the bell icon, i guess I'll get notified when you drop a video? As others are saying in the comments, you give the very best commentary to your videos, always entertaining and informative.
@christofferravn4486
6 ай бұрын
Holy smokes that was amazing! I was doubting the speed of fsd development for some time, but now stuff is really happening!
@AIDRIVR
6 ай бұрын
Truly, V12 is next level
@drpudding
6 ай бұрын
V12 is nutty coming from v11. Especially in my area. Gawd dayummm it’s like a human driving the car. Especially with turning into side streets and unprotected left turns.
@aptwo916
6 ай бұрын
This channel is pure quality over quantity. Thank you for keep making these.
@cyborgLIS
6 ай бұрын
I'm noticing there are no more status messages like "Stopping for stop sign". I guess it can no longer provide any meaning or reason for its actions since it's merely repeating patterns it's learned from the driving examples. In one of your previous videos you mentioned that it seems like it switches to v11 for the highway. I noticed the status messages are present for the highway portions of the drive, which would support the idea of v11 for highways. Which raises the question, what precisely constitutes a "highway" and how does it know when it's on one?
@kylecoolky1189
6 ай бұрын
Regarding the moment at 16:20 where it crept up on the guy who didn’t start going when the light turned green, basic Autopilot actually does the same thing! I’ve noticed for several months now that base Autopilot will release the brakes and start rolling up on the car in front of it if it can see the light turn green. It’s really cool to see.
@sidousri9319
6 ай бұрын
hate when people do that to me . Why not honk ?
@shivd6211
6 ай бұрын
Got my 12.3 yesterday night and drove it today.. really good improvement.. one thing I could notice is that lane centering is not perfect .. it’s hugging the left side a lot more than 11
@Mike_Malloy
6 ай бұрын
This was a nice presentation and enjoyable to watch. FSD sure has improved a good bit. I still would be tense making sure it will not hit something vs driving myself.
@lennarth.6214
6 ай бұрын
When you look at crash compilations, it's most of the time because of either reckless driving or fatigue (microsleep, general distraction). This version shows no signs of doing mistakes like this and thus I would feel much safer knowing the cars around me are AI driven and don't just cut my lane, drunkenly swerve around or overlook pedestrians.
@AIDRIVR
6 ай бұрын
I think about this all the time on the highway, especially when someone is tailgating me and glancing down at their phone. Using FSD lets me watch other drivers around more and it’s terrifying
@NithinJune
6 ай бұрын
13:10 In those situations, you really shouldn’t leave a gap. It can be very dangerous because cars in the other lanes can’t see them and if they attempt to turn past your open lane while you are stopped cars to your left can’t see them and could cause a collision
@Uploaded_Period
6 ай бұрын
Great informational video like always!
@sddndsiduae4b-688
6 ай бұрын
21:44 pedestrian was perfectly visible for car, it's funny that non end2end display related neural network did lose that pedestrian later, but end2end did not lose it and tracked, so in this situation it was ok. 17:44 it's actually example why current approarch will not work (at least not as safe as waymo or mobileye one) the problem here is not car turning wrong way on road, it's the attempt to drive over static obstacle, i should point out that 12.2 did try to drive over pedestrian same way. while 12.3 does have safety net (4:18) it far from being good enough compared to waymo and mobileye, i.e. in some situations it will be too late for that, and waymo and mobileye safety net does not result in automation disengagement, just limiting neural nets not to do unsafe actions. p.s. i do understand that safety net will result in more robotic behavior (like 11) but it would be much much safer, and obviously there should be a way for a driver to temporary disable some limitation - for example to allow car to cross solid line, but extreme attention for human driver is required at such moments. p.s. waymo do drive without serious risk to human life and without human overwatch(there is no way to stop immediately for any human) for several years now, but it less smart than fsd 12.
@FollowTheJohn
6 ай бұрын
It SUCKS that I paid full price for FSD and get these builds months after others!
@logitech4873
6 ай бұрын
Previous owner of my car paid full price for it too, and I haven't received any build of FSD whatsoever yet.
@rmkep
6 ай бұрын
I'm sorry no one told you John but we took a vote and decided that due to your impatience, you are being slow walked on FSD. Perhaps a better attitude would help your case ...
@6681096
6 ай бұрын
@@rmkep I snuck in and voted multiple times to deny John FSD.
@FollowTheJohn
6 ай бұрын
@@rmkep You’re amazing! And dense!
@simon6071
6 ай бұрын
(2:29 ) Just because the self-driving car needs to make a left turn immediately after the right turn doesn't mean it should put the left turn signal on before doing the right turn. The proper way is to signal right first and turn right. When the car is about 45 degree pointing to the right, change the turn signal to the left for moving to the left and for left turn at the traffic light. Improper use of signal is a traffic offense.
@_BangDroid_
6 ай бұрын
It's ok, the driver will happily pay the fine for the offence the AI made. An AI that is 100% property of Tesla, trained by Tesla, the customer only has a limited license to use.
@henrysanecdotes5323
6 ай бұрын
@@_BangDroid_The driver is in control of the motor vehicle. They choose when the AI is driving and when they take control. The human should always be responsible for the AI’s actions until the company says that it’s safe to not actively monitor the AI, at which point the company is responsible for
@simon6071
6 ай бұрын
@@_BangDroid_ Poor driver getting fined for mistake that AI makes.
@YTYTYTY7
6 ай бұрын
21:00 What a classy move!
@caseace79
6 ай бұрын
Great video. All things considered I’m loving 12.3. For it being a complete departure from 11.9 and just the beginning of the neural network I have to say I’m quite impressed. I haven’t tried the auto speed setting but setting it to max speed needs a bit of improvement. In 11.9 it would quickly get up to the max speed setting and regulate the speed due to traffic or road conditions. In 12.3 it will very casually get up to the speed limit then hold for 10-20 seconds before increasing 1-3mph over. Very rarely does it get up to max speed ever without coaxing it with the accelerator. Even then sometimes it won’t hold at max speed and drop 1-5mph even though there’s no traffic. Most of my driving is a mix of quite rural and and highway driving as opposed to town or city driving. It almost seems like city driving got much better while rural and highway driving got slightly worse. Over 90% of the roads that I drive on the majority of people are going 8-15mph over the speed limit. Which for me equates to more engagement with the accelerator than with 11.9. But there’s no doubt that will get fixed in future releases. With it acting more natural, making better decisions, and less phantom braking it’s a welcome upgrade even with the max speed trade off.
@SailingAndInvesting
6 ай бұрын
I was happy to see the polite option. I'm on team polite. I mean, we are in cars, and cars that drive themselves. This takes no time at all and the world is a better place.
@Wendy-nm9zw
5 ай бұрын
Extremely dangerous and irresponsible technology
@LeJun._.
5 ай бұрын
How so?
@danwesson1934
5 ай бұрын
I did not realize how far FSD has come, I can not imagine how good it will be in 5 years or so. Impressive
@Cyrribrae
6 ай бұрын
That would be something I'd like to see. A sort of "test track" that you can run different versions of the FSD through, to get direct comparisons. Granted, some of the situations you really want to test are ones that are emergent that you can't stage on your own (road closure, difficult turns into traffic, pedestrians), but there might at least be some interesting areas that make sense.
@techgeektesla
6 ай бұрын
Can’t wait to watch this from my home later. I’m down in the city of Chicago for St. Patrick’s Day madness today 🍀. v12.3 was pushed to my car early this morning! I’ll be testing in Chicago tonight and video coming soon.
@nbtc539
6 ай бұрын
I just got 12.3 and honestly it’s really good. Still makes some dumb nav errors like getting into wrong lane at times. But it does feel human like often
@sallerc
6 ай бұрын
Great stuff as always, really interesting following the FSD development by watching your videos!
@CURZONDAVID
6 ай бұрын
Superb editing and camera work, commentary, nothing not to like. Others should take note, this is a great format you have developed.
@ub3227
5 ай бұрын
13:30 Skid marks and the right turning car probably made it confused whether it was a roundabout or a regular intersection.
@carlvankrieken9035
6 ай бұрын
Fantastic video I can’t wait for the update.
@iTsCookieKing
6 ай бұрын
Your channel won’t ever die, if au gets too good, you can just drive yourself and I’d 200% watch you
@johny1220
6 ай бұрын
3:49 lol that actually scared the fuck out of me ngl 😭 I can’t wait for FSD 12.4 though, hopefully it’ll go wide and be on the 2024 branch man. Also really need ASS!! I can still see why this version hasn’t gone wide yet though, hit a curb on one car causing a tire to get damaged, and bumped another lol. It really is driving like a human now! 😄
@george1234596
6 ай бұрын
It's awesome but still has a major problem recognizing beforehand a lane merge 3 lanes to 2 or just any lane reduction because of construction
@georgepelton5645
6 ай бұрын
22:30, accelerating to make a yellow light is not legal in my state, IIRC.
@RaXXha
5 ай бұрын
That maneuver as 3:37 was so strange (that's a bicycle lane ins't it?), why would it decide to cross the solid white line in that scenario? 😅
@TheXmysticx
6 ай бұрын
Awesome footage, keep up the great work!
@ch4.hayabusa
6 ай бұрын
FSD v12, agents of human SHIELD. Love the jokes, keep it up
@RyanWilmot
6 ай бұрын
Great video! You may want to consider making a separate road closure disengagement category. A critical disengagement should be a safety related disengagement to avoid a crash or injury.
@chrvids5846
6 ай бұрын
I agree with classifying critical disengagements. Number one priority. That’s the only thing that is going to get high NHTSA to approve this on the roads. Hopefully correcting critical sis getting down so low that correcting each of them is not too big a job.
@Houshalter
6 ай бұрын
Some roads are closed for safety reasons.
@Mathman2021
5 ай бұрын
Wisconsin has a rule saying that you can’t block a parking lot entrance/exit OR driveway!
@CataIana
6 ай бұрын
I can't believe how many stop signs you had to go through, I don't think I've never been through this many in my life Also crazy how people park right to the edge of intersections, so dangerous.
@daniellambert6207
6 ай бұрын
I like the summaries. All I can hear in my head is this: "My name's AI DRIVR and I'm here to say, FSD's driving has improved in a MAJOR way"
@busog97641
6 ай бұрын
I could watch this channel (almost) all day.
@R3BL_YOUTH
6 ай бұрын
Greetings from Germany. I can't wait to try out the FSD 12 in Germany. Let's hope that the fsd will come to Europe soon.
@AndreasWest
6 ай бұрын
Thanks for showing both the good as well as the bad things they still need to work on. I agree with you that a more friendly and defensive driving AI is not only more human like but IMO also the better driver
@cyborgLIS
6 ай бұрын
I half expected the other ADAS systems like AEB to be somehow intertwined with FSDb, thereby the car would never do something that would trigger an alert. But it makes more sense that those other ADAS run on top of FSDb and monitor the autonomous driver and human alike.
@shaneofcanada7042
6 ай бұрын
It would be really awesome to see a group of Tesla's with FSD do a drive together (late at night or on a cordoned off area) and see how they interact with each other. Edit: I wouldn't worry about the construction zones. As a construction worker I can tell you nobody reads those signs.... Like ever.
@Ha6-m7w
6 ай бұрын
It once again shows me I should always learn from the best.
@GearReview23
5 ай бұрын
If you want to put this version of FSD through a real challenge, take it through the new turbo roundabout at the intersections of Highway 25 and 156 near Hollister, CA
@spacep0d
6 ай бұрын
Just think, that completely clueless lady who walked in front of you at an inefficient angle (longest hold time), probably DRIVES. FSD is already far safer than her. All of the vehicles on those narrow streets give me claustrophobia. Glad FSD can see better than us in most cases. Love that overview cam!
@WWMills32
6 ай бұрын
21:14 braking late is probably my biggest gripe - BRAKE EARLY PEOPLE
@markmarco2880
6 ай бұрын
Fantastic. I AM so encouraged. This IS happening. My goodness. My first Q: Is this new end-to-end software going to be released into my Version3 set-up? My goodness gracious.❤💕❤️I want to be a Beta driver, officially. I’m so close to being a part of it-can I get into the inner circle ( with my ‘21 Model Y)?
@테슬라투더문
6 ай бұрын
저번 버전에서 찍은 장소 한 번 더 가죠.
@qrkourier
6 ай бұрын
I wish fsd would keep the bicycle lane clear instead of trying to squeeze through. It's an opportunity to improve on what most people would do.
@micheltasseron280
6 ай бұрын
Always have a good laugh while watching. Great work👍I feel we might actually be there 😱
@thabo5799
4 ай бұрын
Good progress but a long way to go. Living in the UK, it would not like the roads here. Very narrow and often cars parked on roads.
@jessestone117
6 ай бұрын
As always, best FSD channel by far
@hiphophead8053
6 ай бұрын
Great video, even with the 12.3 version , there's still quite a long way to go. Still years away from a no engagement situation ...
@KaplaBen
6 ай бұрын
12:47 That guy has no idea he waves thanks to an AI
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