Can I sit inside that with a GoPro on my head while you run it autonomously? I’ll sign whatever forms we need.

Surprised to not see 75kg or so added to the driverless car.

Adversarial challenges seem to really help NNs improve quickly. The slide correction was a great trick to learn, but surely would be honed much more quickly if you gave roborace more days out in snow and on skidpans.

That's real close to end product and potentially can beat 70-80% race drivers and 99% from other normal drivers in current state.

I wish this hadn't been filmed like a bad American reality TV show with cutaway interviews and dramatic music

8:13 "First of all I have 25 years of experience while the AI has only 2 or 3 years so that's a bit unfair" He clearly does not know that the AI might actually have thousands of years of experience by just running one day of simulation. It's called parallel training. While humans can only train 1 at a time. The AI system can replicate itself thousands of times and trained in parallel in massive supercomputer clusters.

I am a big fan of your company Even though you are not making anything for the consumer level Something about you does feels diffrent from others

Ur videos are absolutely fabulous to watch. Kudos arrival team.

This is a landmark in human progress. Fantastic work going on here.

When they've done the race in the car, put Lucas and the AI in one of the Arrival delivery vans or the bus and see how fast they can get one of those round the track. :-)

So uplifting. Top drawer stuff, Arrival. Keep moving!

When do you take this to the Nurburgring ?

Wow! Great movie about an awesome technology. Congrats to the great result!

Roborace has become a cartoon with the adding of the metaverse, and unappealing to watch. Last I saw was many of the cars having trouble starting the race; much less, racing against each other. If the cars are too expensive to crash, go to a smaller scale where the repair costs are less. At least they could install FPV( DJI or Fatshark) with pan/tilt head tracking so they don't even need a seat or driving controls for the driver in the vehicle. At least they could get better training data than a simulator could provide.

You’re doing amazing things Arrival

What is the chance you will make personal vehicles? This idea matched with an elio style car would bring the masses into the ev market.

Would love to see your company get into tiny homes. I love the idea of using one of your ups trucks to be fitted into a tiny travel space 😁🤙🏼

Super interesting. I think the thing that will propel this to the next level is the ability to use kerbs, but I understand that may not be feasible due to changes in height, color changes of the kerbs, texture / handling differences, etc.

Really interesting Video, incredible technology. Hats off to the entire Team. The only thing that could be better would be a few less buzzwords, sometimes I felt like I was watching a commercial.

A very well made mini documentary - could do well on television it's the future...

Interesting video. During the first race in 2016, I hope Arrival was able to motion track the way Lucas drove, so they could copy the same Algorithms and apply it to the robot to achieve the same driving patterns, speed, and human like driving behavior. Study human driving patterns as test subjects, so that the algorithms can then modify based on unsafe driving behaviors to safer driving behaviors thereby increasing speed and efficiency in results, also matching race time.

Nice, ultra widescreen. Fills my whole display.

This video is like a investment pitch.

To me, this shows just how extraordinary the Human Brain is. The driver accounts for wet surfaces by using electrical pulses from the brain and organic tissue in muscle movement. At this point, AI must have someone input the stimulus of the wet surface. Love this video.

The rain threw a new interesting dynamic, a challenge to this ROBORACE. However, it's my opinion that all racing must be conducted in dry weather. Also Lucas must be advised that he cannot drive over the red border lines and keep only to the track, to give the A.I a fair chance at winning. In short, humans must not take any shortcuts to beat the system. That is only being fair, apples to apples comparison. This is because the A.I is programmed not to tread/run over red border lines, so humans (Lucas) must also drive on the black asphalt to give comparable racing time results, so then the A.I will have a fair and just advantage.

Oh look the arrival has arrived

Hop you guys test it again soon and win, it'll be a big victory for your solution and approach to EV/Autonomous, hope you guys succeed!

Give ai the control over 4 wheels power and watch it, with steering wheel gas and brake pedals it limits the ai's potential.

it's looking sad when returning to its home like it's saying itself, "next time, buddy."

but what about the additional weight of the human, are there balasts?

Where AI looses the race is the feedback from its environment. You guys need more inputs for it to calculate more comprehensive responses.

Hm... not so sure you really want to say (paraphrasing) "how long before an Autonomous Driver does something no human would dare to do..." ! :-)

Drivers make the racing

Can you just release full onboard videos?

To be fair, this is a little bit misleading to use the term AI. This is an autonomous system that uses classic motion control, path planning and perception pipeline. AI system e.g. AlphGo is about using reinforcement learning to let the agent learn on its own, without any input parameters and tuning. (Although to the wider audience, smart system and AI sounds like the same thing). But still, kudos to the team for making this great progress in optimization. The next version will be a blast!

If the AI would be able to do torque vectoring by having control of each wheel's brakes independently it would make it way quicker than a human for sure!

Wow, I thought it was Eliot from Fully Charged at first!

A new Race indeed.

Is it me or did all that footage make the car look incredibly slow?

dont give up guys, you will win. regards, NS5 (i,robot)

Seriously this is great and excellent work. But there are brands who are doing great on the road with autonomous driving feature and continually upgrading. So put your stuff on the road as soon as possible. Pls

Make Britain proud!

I live in the Pikes Peak area of Colorado. I love to see your race car in the Pikes Peak hill climb.

AI will bring us some of the greatest comforts to our lives in the future.

So, in principle 'the human' adapted a tad bit by choosing to drive on the curb while AI decided to stay 'true' and avoid such maneuvers. Very interesting case studies and all the best to the team. May be the limits they try to achieve lies in principles they hold so close.

They should have done a remote control 1/4 scale version with DJI googles FPV. That would generate usable machine learning data and be entertaining.

Perfect

If you don’t push yourself you will be replaced. Video games have been warning you with “scorestreaks” 😉☺️

They should try to enter indian market and thats the only way to announce their arrival to the world. INDIAN electric market is huge and will actually take over after COVID

is arrival participating in the AI race at indy?

12:45 sounds like what the robot car would have said😅 Overall great job guys. Somehow racing will be even more exciting long after combustion engines are gone

Literary the ghost in the machine.

I think this should be a new thing where it’s like IA and F1 togther

>90 degree banked turns in races could become a real thing with this tech.

if its a robo car than u can ditch the cabin all to gather to lower the mass even farther down

Imagine sitting in a racing car driving itself like this. Would be scary af.

At that point, skynet became self aware.

I wonder if you can have the car just watch when the pro drives to learn.

Arrival has departed and another project has died.

this is all cool and all but i can't wait until we have the capability to have F1 speed AI vehicles racing each other

Most importantly, your Autonomous Vehicles (AV) should talk to other AVs. And not other Arrival AVs, but ALL AVs. That way they will be safer for both the passengers and everyone else.

ive never seen itself correct like this before....

Imagine if they license this technology. You're racing in a track with your friend and you enable the autonomous racing and just have a chat with your friend while the car races itself on the track

Next time in Silverstone vs Lewis?

Cool marketing, now as an investor can you just focus on actually building vehicles.

we can finally enjoy (would be) fatal crashes without anyone losing someone.. but the engineers would be in much pain tho

Not a fan of watching a computer racing this car or any cars, I don't find that enjoyable at all. But I must say, this prototype looks awesome, so instead I would love to see it 100% dedicated to electric racing with a pilote in it, 100% absolute track performance oriented, 100% ICE killer eletric hypercar, like the WV ID-R =)

Without _____ and _____, it won't win against a real racing driver. There's more to it than taking the fastest line. But already impressive having closed the gap against DiGrassi.

Biggest achievement

it could have defeated if it understands the puddles and uses kerbs it was a dry clear track the results would be even closer

If they can beat us at chess they can definitely beat us at racing

I want to see Arrival collaborate with Nvidia in some way.

Wait for Tesla FSD race mode :D

I clicked even though I knew it was gonna be pathetic

Want to blow them away with tripple vortex system

Race them at same time...

Ah Yes, WhatsApp, the most important tool XDXD (8:40)

I've been day dreaming about this happening for 20 years. 🤩

FUTURE !!!!!!!!!!!!!!!!!!

So thats why amazon wants to beat it so bad

But can Lucas beat M. Rossi?

obviously

We don't need ai for everything

Made it about 5 minutes. This should only be 4 minutes long.

ok, so, when is the next test? also: lap time decrease varies a lot on the track itself, that's never talked about. If you'd want to test, test on the same track or same track(s) each time. Then then "gains" are a lot better to see... Next, I don't see how this has anything to do with safety. It's never explained, so if you don't explain it, then I see that as a red flag.

Just put a sensor on the bottom left and right side of the bumper and make sure it picks liquid and material also make the software options more about safety

This is amazing just imagine watching a ai racing each other. That would be the future

THE FUTURE IS HERE HEHE!!

AI can possibly end racing

Skynet approves

you just need more sensitive sensor material,,and others is over done,,has roborocket for most sensitive sensor material like in autonomous missile,,,or seems like "trafo electric" on robotic system after sensor (from base word "sense",Artificial Sense"cencored) before processor,,,thanks,,hhe

if anyone wondering the result: human racer: 3 robo racer: 0

Skynet approves.

Might be a fair fight if the ai vs your too old granny

Totally impressed... How about a partnership with Tesla to make the ultimate car for the future. P.S: The future is now!

Yes ai can beat the world and i love AI and AI is our next future world which wecare a part of it

AI. Just because you can doesn't mean you should. Id like to see AI used only to help and supplement mankind. Not replace it.

Contrary to humans, machines have potentially no limits. It just a matter of time before they'll beat us in literally everything we do. By a long shot. Let's hope they'll beat us also in compassion, empathy, and kindness.

This is amazing!! Lets have an AI championship series like formula 1 but no drivers.

cool