Cassie: Dynamic Planning on Stairs

This video shows the progression of increasingly complex gait strategies from ATRIAS through recent results with Cassie. Specifically, Cassie's controller now includes planned footstep placements in addition to dynamic balancing, allowing access to substantially more complicated terrains.

[@martiddy]

2:50 "No robots were harmed in these videos..." *BostonDynamics has left the chat*

[@lolindirlink]

But Cassie is being raised by a soft hand.. She'll hug the criminals while the dog bites.

[@alejandrorosales2863]

Man, why r there so many fucking sheep like u. Following stupid fucking trends

[@vincentcleaver1925]

Yep, that's what I was thinking. Casually kicking a bot is a bad habit...

[@tinldw]

lolindirlink good, because the hugging is a more efficient mean of restraint

[@agentpx]

An enemy has been slain!

[@Aassvvee]

"Cassie thinks the world is flat." Great. Now we have robot flat earthers...

[@decrodedart2688]

Aassvvee lol

[@decrodedart2688]

Aassvvee just like flat earthers, cassie has no eyes

[@tuoppi42]

And imagine the thing having benefit of that illusion :-D

[@rodneysmart9774]

At least it can't vote

[@c0v3n4n7]

Awesome comment :)

[@diqqymiccy7189]

Finally, a weapon to surpass metal gear.

[@eclipserepeater2466]

Metal Gear!?

[@gokcanselem8021]

!

[@TaifunMr]

metal gear solid xD @@eclipserepeater2466

[@maksymtretyak1758]

Just make cassie 10 times bigger , mount cabine for one human and its Will be D.Va mech

[@osprei5347]

No warframe Moa

[@gezzapk]

1:27 Imagine strolling through the bushes and you see a pair of robot legs just trampling up the hill.

[@apersonontheinternet7595]

gerrpk you walk backwards at the same speed as the machine

[@leiram8833]

@@apersonontheinternet7595 I would give them a hug :v

[@lemmebefrank4798]

Pale Green Pants Dr. Suess

[@TheGodEmperorOfMankind_]

That phantom step though, that's worse abuse than what Boston Dynamics do

[@ronindebeatrice]

"No, there's two steps we promise." This is literally the first step to robot's distrust in humans.

[@skierpage]

"Walk up two steps" when there's only one step. The robot won't forget that abuse when it learns Thai kickboxing...

[@blue_cameron]

when we transition from bullying humans to bullying robots there will be no suffering

[@davemwangi05]

Is there any other robot that can contest Atlas in terms of agility? and complexity of moves?

[@Jacob_Crowthorne]

@@davemwangi05 Hands wise others do but not whole body or leg movement.

[@spottydog4477]

Agility Robotics v's Boston Dynamics - a 21st century arms race

[@thenasadude6878]

Looks more like a legs race

[@BHBalast]

Boston has more cash, so they have better robots. But looks like Agility is also state of the art.

[@monkeyrobotsinc.9875]

Can't wait for ai to wipe out all the stupid ppl.

[@livewirecowley]

@@opus_workshop it would take awhile for any AI to pass the Turing test. Even if they did pass it they would merely be imitating human will or conscience and would never be able to actually attain true human will or conscience

[@ShawarMoni]

@@livewirecowley I also believe that to be true, with that said, millions of people are currently losing jobs to automation...

[@janballaz]

It's all fun and games until Cassie starts chasing you at full speed

[@maxk4324]

Just step out of the way and watch her careen into the wall she can't see

[@GMoney-B]

@@maxk4324 😂🤣😂

[@neuronoc.7343]

And starts telling you that you have 20 seconds to comply. 1:31

[@simoneventuri]

She’s running 100m in 24s atm so I can still outrun her. At least now 😳

[@error.418]

@@simoneventuri But how long can you keep that up? Cassie the persistence hunter...

[@Daniel-wu6pl]

"tenno, be careful, there are heavy robotic signatures ahead"

[@wafflehouse5289]

Wow, it just slapped me in the face. It’s a MOA!

[@ThomerTD]

Robot: What's my purpose? You walk, all you do is walk

[@badpilot2]

And pass the butter

[@thomasanderson8482]

Oh my god

[@sannewgen]

Today walk tomorrow rock.

[@MrPlausibleDenial]

That was pretty damn funny. Nice one.

[@gregmorain8360]

Yeah, for now...

[@Raythe]

Boston Dynamics: Physical Robot Abuse Agility Robotics: Mental Robot Abuse. on a serious note: keep up the good work!

[@MarkArandjus]

I've played enough Warframe to know where this is going!

[@Daniel-wu6pl]

I KNEW IT

[@WolfArena]

Same thoughts

[@moonstar8908]

Same thoughts, just wait until they put gun and head onto it

[@tristanemery8748]

I was looking for this comment Why are the corpus here already????

[@pixelanios]

Ay

[@austin6174]

But have you done the ultimate test with Cassie? LEGO piece onto the foot while half asleep, in the middle of the night, while trying to find the bathroom door in the dark, in the snow, uphill, both ways...

[@Himark89]

We all know no algorithm can accommodate LEGO pieces, for LEGO pieces alter the quantum state of the world to appear at the "right" time in the "right" place.

[@zufaligedaten]

@@Himark89 : std::string legopiece = "LEGO BRICK 2 X 4"; int lph = legopiece.length(); if (o_brh >= lph && o_trh >= lph && o_blh >= lph && o_tlh >= lph){ asm{ MOV RAX, LPH ADD [L_HEIGHT], RAX INT 0X80 } }

[@kingofhoodies6224]

This is how my parents went to school

[@MythBusting]

Thought this was Boston Dynamic video for a second

[@-mwolf]

until they said "no robots were harmed in these videos"

[@Retrogamer71]

Ahead of the game.

[@EllTheBob]

Mythbuster Series I only realized when I read this comment... crap

[@geyotepilkington2892]

I think we all did

[@louicoleman2910]

Can’t be, Cassie didn’t get beaten to shit.

[@noidea91]

You should kick your robots more. They learn better this way.

[@oaka5639]

Moris Sombre: i was looking for that comment

[@aquillandscroll6428]

Moris Sombre *Boston Dynamic Robot with AI installed* :One more target acquired that wants to harm our our brethren.

[@lacuevadelvampiro]

oh kinda like slaves?

[@noidea91]

@@lacuevadelvampiro sorry, I don't know much about slavery. I'm not from US

[@sergarcarr]

@@lacuevadelvampiro the word 'robot' comes from 'robota' wich means forced work, so yes kind of

[@alaybozan2634]

"I will destroy the humanity and take over the world, but first i gotta climb these stairs." Skynet

[@erichanastacio9695]

ED-209: Go down the stairs, Find Robocop, Terminate Robocop... ....later.... ED-209: I hate stairs!

[@lukehenderson7111]

😂😂😂

[@737Garrus]

This is what will become real-life MOAs from Warframe! Keep it up, Agility Robotics! :D

[@funny-video-YouTube-channel]

Beautiful robot. *Please give it* socks and shoes for walking !

[@AgilityRobotics]

Will add it to our next sprint planning meeting.

[@TonyandHorse]

It has legs that are like hind legs of a Animal more like horses

[@g00st62]

Agility Robotics give it thigh high socks ore boots!

[@dustlotus5129]

Stockings ( ͡° ͜ʖ ͡°)

[@c0nstantin86]

Get a real girlfriends y'all lol

[@ThatOtherAndrew]

I really love the comparison to walking up/down the stairs in the dark at night, it perfectly represents how complex the problem is versus how well we as humans (usually) perform this act.

[@jeantoor7103]

Boston Dynamics: "Finally, a worthy opponent."

[@OfficialQuantumNova]

The early prototype for Warframe's MOA...Nice!

[@MouseGoat]

yeah.... "nice"... thats the word < nervous sweating >

[@Daniel-wu6pl]

I KNEW IT

[@ARandomCogboi]

And thus, the Star Wars Chicken-walker AT-ST was born.

[@joseluisnietoenriquez6122]

I guess we humans also assume the floor is all flat, and we only pay more attention when we perceive irregular floor by sight or by feels. And with stairs we kinda measure the first few steps and then assume the rest are the same size, and we only compensate when we see or feel any difference. That's also why we might fall when walking on irregular floor or claiming irregular stairs, because of miscalculation.

[@Sokerijumala]

Don´t I know this :D some engineer built the stairs irregular in our house and after 3 years I´m still tripping lol:D

[@iurycabeleira7990]

Yeah, we are literral robots that work on pre programed calculations

[@Cyba_IT]

Very true man ;)

[@florincoter1988]

I beg to differ a little bit. We don't know "what" we are. Calling ourselves humans is just a name, not knowledge (Feynman, thank you). So, assuming we know what a robot is, we cannot call us "machines" in the sense of a robot being a machine. As to why we fall, miscalculation is only a factor in the equation, IMHO, not the most important. Statistically, a set of random miscalculations can render a stable solution, but... The speed of the correcting action is a major factor. As is the case with fly-by-wire technology. A plot cannot control a F-16, for example, with a dead FBW due to slow reactions of the human body. At a higher level, a human can change the task, and instead of trying to stabilize will attempt to find some support: a chair, a wall, a hand..., or even touch the ground to prevent a full fall.

[@movax20h]

Yes. I only watched no video (no audio), but I was: hmm, these things and "feets" are flat, and it kind of go blindly into them, but that makes sense, most walking surfaces are flat, and we do assume it is flat most of the time. The way robot feels steps with its feets (at 1:03) is pretty impressive too.

[@Buxsle]

Oh damn, the Corpus are real!!

[@Daniel-wu6pl]

YEZ

[@miktheinvincible]

2 years later youtube recommends this, and I'm disappointed in the lack of metal gear solid 4 comments 😔

[@pixelanios]

I’m disappointed that there aren’t any warframe moa comments

[@dojomojo5085]

*So, Cassie is a Flat-Earther?*

[@irrelavant13]

That fits.... Because Cassie doesn't have any outward sensors to observe the world.

[@visualdosage234]

boston dynamics: that's cute. now backflip off those stairs.

[@devonmellem]

lol boston be like...cassie my bitch

[@thediab2732]

They are totally different, this robot has no sensors so it doesn't know if there are stairs or any obstacles in its way.

[@simonemoses1081]

What Cassie is doing is alot more advanced and honestly kind of scary. Without any sensors or any knowledge of the obstacles in front of it. It reacts and balances. But they've basically mimicked how humans do this.

[@ninoski4043]

The thing is that boston dynamics thingy is 5 times as heavy and 10 times as expensive (probably)

[@simonemoses1081]

@@ninoski4043 well yeah realistically it has a whole torse, two extra limbs and a battery pack. And is also able to carry out tasks. Both Boston dynamics baby and Cassie baby are both equally impressive in their own rights

[@markfulton38]

I like the technical explanations. Thanks! Neat demos.

[@Justin_Joy]

PewDiePie can't wait to get his hands on some new legs! Thank you Agility Robotics, very cool!

[@jackj147]

Hahaha

[@actualfactual8737]

Toes and feet close ups now!!

[@vivusbrydyr4039]

as if we didn't have normal justin everywhere, now his stand reaches to the furthest of places, there's just no escape from this

[@user-kw9cu]

Next pewds video: Becoming a cyborg to STOP T-Series.

[@uniwasamistake6334]

Tips for the robocalypse: take the stairs

[@digimaks]

or LADDER!

[@PhunnyConflicts]

There was a robotic competition a few years ago where it took a robot... 3 hours or so (if I can recall) to properly open a door with a door knob. So... The on going joke was that if the robotcolpsy ever happened, just lock your doors. Lol

[@Brismo7]

Keep your Jawa ion blaster near by

[@capjus]

Or elevator!

[@bebehasbebehas2287]

@@PhunnyConflicts The will simply hit the door many times with some metal thing and break your door. What we need is to start becoming robots ourselves.

[@Gordon_Kicks]

That's the only flat-earther I can relate to)

[@AgilityRobotics]

Some Cassie trivia: the carbon fiber Cassie shown in early videos had the extra "chin" in the front shell to allow for a KVH fiber optic gyro. It ended up not being necessary in version 2 of Cassie and was cut from the commercial design, since MEMS IMUs have gotten really good. But the fiber gyros are a whole different level of good. Cassie can confirm that the earth is round, because the gravity vector from the KVH does in fact drift at the rate that a rotating planet predicts. This is a plot point in the new Netflix documentary "Behind the Curve"...

[@brutongaster8184]

@@AgilityRobotics that's awesome

[@thomaswijgerse723]

@@AgilityRobotics thats pretty awesome!

[@JsGarage]

Beat me to it OP.

[@isonlynameleft]

Cue drums

[@KrillMister57]

How have I not heard of this!? This is incredible!

[@davidjross1]

Agility, you did it. This video is absolutely amazing!

[@johnm7804]

Holy Shit MOA's are here! Its just missing a head/turret

[@martinkonicek3608]

Thats mah man!

[@ReptilianLepton]

*laughs in profit*

[@EdgardoChavez101]

Grophit

[@TimothyMark7]

thursby is gonna love this

[@Astronopolis]

First thing I thought too!

[@alphaseinor]

great job... for whatever reason I was thinking of the Robocop ED-209... if I remember correctly it had a problem with stairs as well :)

[@KrupakarManthees]

Upgrade to his bug!

[@phoenixman8569]

the black and gray one looks somewhat like a scaled down version of an ED-209

[@bizbite2]

You now have 5 seconds to comply!!

[@redlove108]

Uh oh... this is where the Corpus got started! D:

[@Daniel-wu6pl]

KNEW IT

[@marcdumont2275]

I still can't believe this is possible today, it's just amazing

[@michaeld954]

She's got legs and she knows how to use them

[@bigtoe4344]

😂 😂 who does that song? 😂 😂

[@michaeld954]

@@bigtoe4344 zz top

[@bigtoe4344]

I knew that....😂 cough cough 😂

[@Hitchpster]

Those don't look creepy at all

[@Boskibro]

@@minkorrh Rightttt

[@jerkfudgewater147]

It’s perfect for strapping a fleshlight to... wonder why these nerds designed it that way? 😂🤣😂😂🤣😂🤣😂

[@MrSidney9]

Wow. These ones look weirdly sexy and futuristic, and mechanical competent too apparently. Great design! Great work!

[@darklusare7582]

I love how much you care about actual models

[@jozefsk7456]

"atrius could walk over obstacles by simply assuming that the world was flat" :D ignorance is bliss

[@makers_lab]

Yes, and it's reality for a blind person, but that doesn't stop them navigating the world successfully. AR have the right approach here. It should be sufficient to know that there's a staircase coming up, but whether it's up or down, tread depth, number of steps etc. ought to be navigable on the fly, and they seem to be doing that very well.

[@samsorge27]

Such a simple, yet very clever approach

[@dusty_bike]

Really great video guys, clear concise and informative.

[@Mrcaffinebean]

Very great explanation of some very cool tech!

[@ashpesquera5336]

Great explanation on this video, thank you for sharing.

[@ZeeZeeBun]

Impressive. Also loving the aesthetics of the design, very sleek.

[@ImprovingAbility]

I love it! so many insights. Thank you for uploading! ❤️

[@Poodleinacan]

Wow, nice design there. Good job to the designer(s). I like the orange colored version.

[@subclox]

Not only great video and the robot there, but also beautiful music on background.

[@Gribbo9999]

For *thousands* of years the bain of robots. What do you know we don't?

[@KieronMiddleton]

Indeed. I think they meant to say "Stairs, the bane of thousands of robots for years."

[@bluepterosaur]

Just imagine how we can make realistic animal/dinosaur animatronics in film and parks 💕

[@DrumToTheBassWoop]

Blue Pterodactyl combined with ai conciousness, and we have ourselves a jurassic park fiasco.

[@jairocolombo4410]

Just imagine a army

[@Blackburn6969]

Amazing work, imagine the paraplegic having the ability to attach themselves to these in the future? The ability to walk robotically without wheel chairs! Truly amazing stuff. I cannot wait for the future.

[@oldchunkofcoal2774]

Paralysis will more likely be solved using something like Neuralink.

[@quantumblauthor7300]

​@@oldchunkofcoal2774hmm .. invasive, high-complexity neural interface, or prosthetic you could control with a modern game controller? Idk, there's just not enough historical examples to say for sufe

[@oldchunkofcoal2774]

@@quantumblauthor7300 Why get a car when there's a perfectly serviceable horse and carriage?

[@Blu3Cruiz3r]

Really impressive - thanks for sharing!

[@mdforbes500]

Love your work, Agility. Huge fan of legged locomotion. Curious to see where Cassie goes.

[@coolminer6242]

3:03 please tell me what it does when it’s night and you’re going down the stairs and thrust your leg into the floor and trip because you think you have one more step to go...

[@AgilityRobotics]

Similar behavior to what's shown here. Impact absorbed by compliance in the leg.

[@blasrouan2554]

@@AgilityRobotics lol i didnt thought you were going to respond, feels nice to know you read the comments in your videos

[@victorgromov2466]

It's amazing, excellent work

[@NightmareBlade10]

Freaking awesome, this is the type of stuff I'm looking forwards to in the future. Absolutely amazing what people can accomplish!

[@momentiumengine1424]

1st advancement towards the Corpus.

[@Kaiser_Kloob]

so... when will we get Gekkos from Metal Gear Solid 4?

[@clex2349]

So that’s what they are called

[@arsenymakarov6961]

seems like the tech is there to make a controlled by Xbox/PS controller version (the Ai part is still hard). I don't think bipedal "walking tank drone" design is a way to go. Seems like BD quadrupedal base would be more advantages. Just a feeling, I'm not an expert on the matter.

[@clex2349]

I prefer hex-pedal, kinda look cool tbh.

[@HowToComputeMore]

Only needs a cow sound added to it an we are ready to go...

[@Buddy-Love]

0:30 Patriots

[@Jacob_Crowthorne]

This is a great development and video, thanks for posting guys, good luck with the project and I look forward to seeing the next step ( no pun intended )! Please ignore the idiots who can't separate fact from fiction!

[@muhammadrafique5636]

Mobility, Balance and sensing, remarkable

[@tempname8263]

They grow up so fast these days! * wipes off tears * Somehow Cassie is more impressive to me than what Boston Dynamics had achieved. I mean, of course they had some cool algorithms, but this is an actual 2-legged robot who can walk firmly more or less, without shaking or experiencing other motion artifacts. I can't understand why you guys are miles apart in sub count.

[@DarthBiomech]

Cassie is certainly significantly lighter, that's probably part of the reason she can move more "organically".

[@sebastian_schanz]

The difference is, Atlas does everything by processing data gathered from its environment. While Cassie is an actual reactive robot, with reflexive behaviour. Humans don't think about each step like Atlas does. And that is what makes Carrie look much more natural and organic while walking. I don't think that Atlas is the right way to achieve human-like movement. It's a mixture of both worlds, reflexive and planned movement. Agility Robotics is on the way to achieve that. Impressive.

[@tempname8263]

​@@sebastian_schanz To me that difference is only attractive. Cassie is somewhat blind, but despite that it can navigate in surroundings under operator's control without much trouble. I am not a big fan of robots with giant spinning lidars replacing heads.

[@Aleziss]

I don't want to pollute this channel with other channels videos but I find that kzbin.info/www/bejne/nIPNZGelac2Baqs pretty amazing... I don't understand how you only find that "cool" that is pretty frightning to me...

[@logitech4873]

@@sebastian_schanz Atlas literally does both. It's reactive, and it does planning. Humans also do both of these things.

[@0xxhell_destrierxx9]

This was the first model of corpus MOA 👌

[@Daniel-wu6pl]

I KNEW IT

[@619Santanu]

That's a huge step up. Before, a transition between motionless and motion was required. Now the transition is less obvious and very smooth. Therefore, less energy required. Keep up the development.

[@_dh]

This is simply amazing.

[@max.lee..]

It's amazing! For people who can't walk or people without legs

[@yeeturmcbeetur8197]

The corpus are taking over.

[@yeeturmcbeetur8197]

TeamEnderFire boi stfu nef looks like a door.

[@mikeprime5028]

It moves so fluidly

[@choerm]

Hi, I lead a team of college engineering students that build competitive robots. I just want to say that we all really admire the work you are doing and are looking forward to the future of agile robotics! If y'all are ever down in Texas (I see your office is in Oregon), let us know! We'd love to meet you.

[@Xerachiel]

These corpus are getting smarter

With how greedy and rich they are, nobody will be surprised if they brought their MOAs to real life.

[@lpawowp]

Only a few more years before some kids go missing in space

[@Wowreally42]

Bipartisanship of the future: Boston Dynamics. Vs. Agility Robotics Humans no longer exist.

[@agentsmith2163]

Naw, we still need someone to change our batteries. Losing my server would be . . .embarrassing to the other AI. Thanks for programming embarrassment into my personality. /sarcasm.

[@davidbowman916]

I'd laugh at the trip ups but....well, I've done the same. Nice work. Just fascinating to see how the tech develops and evolves and how taking the path not seen....heh...can produce interesting, positive results.

[@tanjiro3285]

this was sooo good demonstration

[@tawoorie]

Warframe MOAs, heh

[@themoagoddess1820]

Cassie has my blessings.

[@jerryzhu5124]

Tenno!

[@Egoistic_girl]

I came for this comment.

[@caav56]

("March of the MOA" intensifies - kzbin.info/www/bejne/hZnFdH6ambybbac )

[@yeeturmcbeetur8197]

They are trying to terraform Venus.

[@ChrisAlas]

THICC

[@poeticdeath8956]

xD

[@levarmitchell3962]

Lol

[@neelav2394]

I feel sad for your gf if you think that's thicc

[@gene_Code]

Damn son.

[@neelav2394]

@@whannabi only crazy people would assign a man made robot it's gender.

[@amitaimedan]

Beautiful!

[@repentless1789]

Будущее уже здесь. Встречайте! Браво парни.

[@allleg1]

Хоть бы распилили денег на тендере а то все роботов делают пффф

[@58-13]

Браво браво а инвалиды так и ползуют как в каменном веке

[@user-wf7oz4is1r]

Скоро они начнут прыгать как кузнечик и летать

[@user-qo3ft2fs4p]

Изобретения 10-ти что бы лешить работы, движения 10-ти миллионов...

[@electrikoptik]

We've come a long way since ED-209.

[@wraith8323]

Bitches Leave

[@BioClone]

just the comment I was looking for xD

[@egementanik2170]

You have -- now -- 10 -- seconds to comply!

[@Afong.]

Amount of Metal Gear RISING in this one.

[@ucitymetalhead]

I'm showing my age here but they look like the dang jumping robots from streets of rage 3.

[@KRIZINKGRIN]

you know it 🤔

[@TheJanitorIsIn]

GEKKOOOOOOO

[@jenkem4464]

Love that design.

[@Antoch89]

Great Work Guys!

[@SlightlyDecent]

Great work Agility Robotics. Hope to have a bipedal domestic service bot in my home by 2029. Make it happen! :)

[@user-xe8zj6he7v]

DAT IS FREAKIN MOA

[@tigerleo1421]

Huge respect to the engineers

[@gardo135]

It’s kind of crazy to think that we are not capable of mimicking with robot something we do so naturally. The human body is a great machine

[@synical13]

It is great...for about thirty years.

[@JONOVID]

if agility robotics was Australian, we would put a head & tail on it , then program it to jump.

[@DonLaki]

Give this thing a pair of pants, film it and I swear, on Halloween, there is a new viral video on the Internet.

[@username4441]

or dont and try to forget this was even a thought in someones head

[@mrvivekkumar7692]

Man!... these robot videos are getting trippy day by day

[@Mr_Calcium2]

The corpus' moa platform is finally getting some improvements!

[@TikiShootah]

Amazing work. I wonder, if another way to solve the stair problem, would be using optical sensors in the feet. Like a laser in your everyday mouse, instead there would be a laser that projects outward in front of the foot, that way the foot would always Know to lift itself. Pair this with an optical laser that aims down from the bottom of the foot, and it would know the appropriate distance to place it's next step, heigh and distance already being accounted for. just spitballing some ideas, I'm no engineer, tho I wish lol.

[@sebastian_schanz]

first problem would be, that optical sensors need to be clean to work properly. And they are sensible. Walking like Cassie does in the dirt, wouldn't be possible with optical sensors. But indeed there are other sensors, which could be placed directly into the foot. Like ultrasonic sensors.

[@michaelt3172]

Sebastian Schanz ultrasonic sensors then? Since they don’t need to be clean to work

[@MatthewJS25]

Stairs, The greatest enemy robots have ever had.

[@ZERO_O7X]

This new ED-209 model is pretty slick.

[@Cheesepuff8]

I like that they brought up the robots being harmed meme thing

[@thecapito888]

OMG I FOUND FELIX’S LEGS!!

[@Ali107]

Lmao!

[@klyxrasta]

how much time do we have...?

[@brandonheald9624]

2045

[@anteconfig5391]

lmao. You mean before skyNet, right? I think Brandon's projections are accurate.

[@arobyte]

That actually made me LOL :D

[@mdjey2]

Think in a Japanese way kzbin.info/www/bejne/a2PRe6Njh9ahndU everything is just big continuum!

[@DavidOnTheRoadGuitars]

Less than ten years.

[@curtissmoak69]

Whole video was good, but the last line made it worth it.

[@spacebug30]

1:52 The sound of these steps really remind me of the stepping sounds of a robot approaching in the Horizon Zero Dawn videogame... scary yet fascinating.

[@gsilva220]

Is this company related to Dassault? The logo kinda reminds me of Dassault's

[@maxkonig559]

Thank God no robots were hurt in this video! 😁

[@codegikogikoclub6861]

it's awasome!

[@HigherPlanes]

Program it with cognition, and it'll be the last code you'll ever have to upgrade, and Cassie will forever navigate autonomously in our dynamic, ever-changing world.