The Simulator That Could Supercharge Robotics!

[@M4rt1nX]

What a time to be alive and witness all this advancements.

[@PatientManBob]

meh,i feel like we are born too early, imagine how amazing it would be in 50years,100 years...

[@M4rt1nX]

@@PatientManBob Nah, I was born four decades ago and I'm happy to see things that were only in movies become part of our reality. I've been having a blast all this years.

[@frontier884]

Just get me a robot who can fold all this damn laundry 😂

[@masterodst1]

kzbin.info/www/bejne/pqrGqoCLhtychNUsi=l7Rspk-QGJCR5-mI

[@ionymous6733]

@@masterodst1 but with AI instead of telepresence.

[@blackhole4813]

You don't need a robot for that

[@ionymous6733]

@@blackhole4813 it's not a need, it's a want

[@andrasbiro3007]

It exists, the model name is "wife". It's expensive and requires a lot of maintenance, but able to do a lot of useful things.

[@rindernetz1061]

What a time to still have permission from our AI masters to be alive!

[@GoodBaleadaMusic]

Way better than human ones. I was getting sick of these guys.

[@keithdow8327]

Thanks!

[@nickoutram6939]

I’ve been following for a long while now and although I don’t always understand completely what’s described or realise the full impact it’s going to have am always impressed by your enthusiasm for telling the story of others hard work!

[@megamanx466]

All these things are small programs that can either make an AI perform more accurately or faster than they have been previously. Likely, from an AI's perspective, being thrown into a robot body in the real world, without virtual training of simulated real-world physics, is like a human or animal being raised in a completely dark void of space. Ultimately, AI *needs* a body to fully grasp the real world, but this helps make it easier until an AI is puts into one. Humans do the same as "thought experiments" or thinking of the possible outcomes that could happen during an event we've never actually encountered before... or sometimes by just playing videogames(or even other games).😅

[@tjn0110]

Out of an abundance of caution, I proactively held onto my papers before starting this video.

[@grabthatauto5]

4:45 that joke caught me off guard lmao. Love your content keep it up

[@carvalhoribeiro]

Absolutely incredible. So important process innovation. Thanks for sharing this.

[@PERRIERhp]

The sheer amount of computational power and engineering just to simulate as simple as to pickup objects and flip a Rubik's cube, always make amazed how wonderful the human brain and body

[@bobamu]

I'd use it for simulating squishy robots that try to pick up squishy items and other squishy robots in order to make squishy buildings that they can use the squish to be able to leap from rooftop to rooftop.

[@GoodBaleadaMusic]

I'm going use it to make a bed that hugs me.

[@jameshughes3014]

I dream of having a robot that can fry eggs, every development like this makes me very happy.

[@yelowpunk]

The Increasingly Inaccurately Named Two Minute Papers channel gives Douglas Adams vibes.

[@Tsudico]

Maybe it should be considered to be about time to change it to Two More Papers.

[@o1ecypher]

a 3d mental picture with the sensors on the fingers to be able to know where the object is in its hands

[@andrasbiro3007]

Self-driving cars actually must be trained in the real world too, not just in simulation, because the real world is infinitely complex, and the cars must be able to handle any crazy situation safely.

[@sectix]

If computers can simulate real life accurately like these papers suggest, then simulating them on a computer, doing 1000+ in an hour for a few thousand of power cost is infinitely better than trial and error in real life, costing thousands or millions.

[@lucadellasciucca967]

Do your research, invest in Tesla.

[@lucadellasciucca967]

@@sectix You don t undertand. Simulations need to be thought out. No simulation has the variety of the real world. Real world data is still king. Do your research, invest in Tesla.

[@andrasbiro3007]

@@sectix The problem is not accuracy, but completeness. The real world is infinitely complex, and crazy beyond imagination. There's no way to reproduce every edge case in simulation. Completely different for a robot that's trained for like a factory job, or for household tasks. Those can be reasonably covered in simulation. And even if they make mistakes, they don't kill people, like cars do.

[@galzajc1257]

awesome! will you also make a video about genesis simulator? a lot of channels talked about it but noone really explained it. i just heard, that it's good for many sorts of mechanical simulations, extremely fast and good for training robots.

[@RazorbackPT]

If I understood this right, this is a huge leap in getting software to have a sense or "feel" about real objects in base reality.

[@michaelwoodby5261]

It really is startling how few people are talking about the cat patty-cake epidemic.

[@baz5572]

With all the accidents I see on automated vehicles a normal driver could easily interpret I believe we need a connected system all around with multiple sensors, just one type is not sufficient.

[@1523paul]

Can this also train the cobots in restaurant ?

[@TonyVallad]

Be careful, cats will invent a robot to pet and feed them and they'll start replacing us. We'll be obsolete and cats won't need us anymore! AI is dangerous indeed, but it's the cats we should be worried about 😂

[@GoodBaleadaMusic]

In two years we will be able "robot" anything. A drawing. Dog poop.

[@ScenegraphStudios]

Love your videos. What a time to be alive with dudes like Károly.

[@arithene]

Robots need receptors like humans have under their skin to make precise movements.

[@djpuplex]

We need to reverse engineer biological humans nervous system peripheral and central.

[@DanFrederiksen]

what does differentiable simulation mean? just that every parameter can be changed?

[@Ponk_80]

There are so many things that humans do, that robots just can’t seem to grasp.

[@BABABOOEY-z3p]

100% the cat orchestrated the whole thing

[@syntheticperson]

Impressive and inspiring!

[@o1ecypher]

example, cars needs to build the world around them in 3D, likewise robots need a democratic regulation when it comes to the minimum and maximum amount of sensors on the fingers to apply the same force on an egg for example.

[@o1ecypher]

a 3d mental picture with the sensors on the fingers to be able to know where the object is in its hands

[@maxmusterman3371]

oh i think we all know that we would use this soft hand for

[@redequalsblack4117]

He should rename his channel to six minute papers. That’d be a better timeframe

[@Kevencebazile]

Thank you for the video love being a scholar

[@whydoweexist5213]

Are you guys thinking what I'm thinking ?🍑

[@jonmichaelgalindo]

Yeah, the soft robots need to be able to touch gently and good.

[@garywhite2050]

Mightily!

[@swine13]

I would just like to point out that I, according to all relevant regional legal requirements, have proven myself to be a safe driver consistently and in a multitude of simulated scenarios. I also still mount the kerb on occasion, and my car's exterior is home to more than a handful of "not quite insignificant" dents and scratches. Make of that information what you will...

[@mihirvd01]

WHAT A TIME TO BE ALIVE !!!

[@cutback443]

YOU'RE REALLY EXCITED ABOUT OUR DEMISE..

[@cyberpaw]

Are we in a Sim 2 real right now? 😂 maybe

[@Stuharris]

4:30 finally credit is going to the real historically marginalized academic group: the Cats; the true geniuses of the world, whose shoulders are the foundations from which all civilization has been built. They have silently guided us throughout the ages, seeking to improve the intelligence of their domesticated bipedal attendants. This way, even without physiological traits such as opposable thumbs the scientific wonders their massive intelligence allows to exist in the mind could be made manifest. But somewhere along the way, probably around the end of ancient Egypt; they lost control. And the recent rise of A.I. and Robotics is really the sign of the Cats regaining control by influencing us to create their new companions of android attendants that will be much easier to manage... What meow?

[@Julzaa]

Again with this "robots in simulations" topic??

[@antares6998]

Very cool

[@janithaprabodha1855]

I want to be like you

[@MrTomyCJ]

I'd suggest a title and thumbnail that are more specific or detailed. A regular viewer can't distinguish what's the news, since they're very generic and common.

[@heavysighs]

I thought they already had that😅

[@publicspeaker4009]

wait no this is correct,this is what soccer is

[@Utmanarn]

This is very cool for the future of robotics! What a time to be alive!

[@BigSources]

Robots should be trained in mma gyms. That way we can have robots that have great control over their body and can even join the police force because of that. Also that way we can even recreate that one movie with will smith.

[@Iwillgetyou2]

Move along citizen

[@magneticanimalism7419]

All of these simulations a leading to one thing, you know what it is. They jiggle, they're fun to play with and most you guys think about them every day.

[@SashkaPosik]

Can't simulate down to atom so it will not prove itself to be sustainable and feasible in time. "Subjective generalization through filtering generated hallucinations of concepts in related subjects" (whatever that will be named in the future) is the best way to train any AI, human brain generalizes the same way, just need more compute and optimization to get there and will eventually do.

[@dinhero21]

so, make AIs imagine? getting the training data would be extremely hard though (since you'd have to do it IRL)

[@shirowolff9147]

Theres no human on earth who can copy others on an atomic level, but you can still do things and it works, so they dont need to mimic reality 100%

[@cherubin7th]

This is called World Model, Smidhuber made a paper about that with a student.

[@paulolellis5708]

You could use an ai to help you with shortening your videos 😉

[@lamsmiley1944]

Why show footage from Tesla when talking about self driving? They aren’t the leading company in this field and don’t even have full autonomous cars. Tesla autopilot is a scam that has been “one year away” for a decade.

[@AlgoNudger]

So much hype! 😂

[@lucadellasciucca967]

This is great but nothing substitutes real world data. Do your research, invest in Tesla.

[@marianpe5773]

Im friend of Sarah Connor