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  • ✇IEEE Spectrum
  • Figure 02 Robot Is a Sleeker, Smarter HumanoidEvan Ackerman
    Today, Figure is introducing the newest, slimmest, shiniest, and least creatively named next generation of its humanoid robot: Figure 02. According to the press release, Figure 02 is the result of “a ground-up hardware and software redesign” and is “the highest performing humanoid robot,” which may even be true for some arbitrary value of “performing.” Also notable is that Figure has been actively testing robots with BMW at a manufacturing plant in Spartanburg, S.C., where the new humanoid has b
     

Figure 02 Robot Is a Sleeker, Smarter Humanoid

6. Srpen 2024 v 15:06


Today, Figure is introducing the newest, slimmest, shiniest, and least creatively named next generation of its humanoid robot: Figure 02. According to the press release, Figure 02 is the result of “a ground-up hardware and software redesign” and is “the highest performing humanoid robot,” which may even be true for some arbitrary value of “performing.” Also notable is that Figure has been actively testing robots with BMW at a manufacturing plant in Spartanburg, S.C., where the new humanoid has been performing “data collection and use case training.”

The rest of the press release is pretty much, “Hey, check out our new robot!” And you’ll get all of the content in the release by watching the videos. What you won’t get from the videos is any additional info about the robot. But we sent along some questions to Figure about these videos, and have a few answers from Michael Rose, director of controls, and Vadim Chernyak, director of hardware.


First, the trailer:

How many parts does Figure 02 have, and is this all of them?

Figure: A couple hundred unique parts and a couple thousand parts total. No, this is not all of them.

Does Figure 02 make little Figure logos with every step?

Figure: If the surface is soft enough, yes.

Swappable legs! Was that hard to do, or easier to do because you only have to make one leg? Figure: We chose to make swappable legs to help with manufacturing.

Is the battery pack swappable too?

Figure: Our battery is swappable, but it is not a quick swap procedure.

What’s that squishy-looking stuff on the back of Figure 02’s knees and in its elbow joints?

Figure: These are soft stops which limit the range of motion in a controlled way and prevent robot pinch points

Where’d you hide that thumb motor?

Figure: The thumb is now fully contained in the hand.

Tell me about the “skin” on the neck!

Figure: The skin is a soft fabric which is able to keep a clean seamless look even as the robot moves its head.

And here’s the reveal video:

When Figure 02’s head turns, its body turns too, and its arms move. Is that necessary, or aesthetic?

Figure: Aesthetic.

The upper torso and shoulders seem very narrow compared to other humanoids. Why is that?

Figure: We find it essential to package the robot to be of similar proportions to a human. This allows us to complete our target use cases and fit into our environment more easily.

What can you tell me about Figure 02’s walking gait?

Figure: The robot is using a model predictive controller to determine footstep locations and forces required to maintain balance and follow the desired robot trajectory.

How much runtime do you get from 2.25 kilowatt-hours doing the kinds of tasks that we see in the video?

Figure: We are targeting a 5-hour run time for our product.


A photo a grey and black humanoid robot with a shiny black face plate standing in front of a white wall. Slick, but also a little sinister?Figure

This thing looks slick. I’d say that it’s maybe a little too far on the sinister side for a robot intended to work around humans, but the industrial design is badass and the packaging is excellent, with the vast majority of the wiring now integrated within the robot’s skins and flexible materials covering joints that are typically left bare. Figure, if you remember, raised a US $675 million Series B that valued the company at $2.6 billion, and somehow the look of this robot seems appropriate to that.

I do still have some questions about Figure 02, such as where the interesting foot design came from and whether a 16-degree-of-freedom hand is really worth it in the near term. It’s also worth mentioning that Figure seems to have a fair number of Figure 02 robots running around—at least five units at its California headquarters, plus potentially a couple of more at the BMW Spartanburg manufacturing facility.

I also want to highlight this boilerplate at the end of the release: “our humanoid is designed to perform human-like tasks within the workforce and in the home.” We are very, very far away from a humanoid robot in the home, but I appreciate that it’s still an explicit goal that Figure is trying to achieve. Because I want one.

  • ✇IEEE Spectrum
  • Video Friday: 1X Robots Tidy UpEvan Ackerman
    Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.RoboCup 2024: 17–22 July 2024, EINDHOVEN, NETHERLANDSICRA@40: 23–26 September 2024, ROTTERDAM, NETHERLANDSIROS 2024: 14–18 October 2024, ABU DHABI, UNITED ARAB EMIRATESICSR 2024: 23–26 October 2024, ODENSE, DENMARKCybathlon 2024: 25–27 October 2024, ZURICH
     

Video Friday: 1X Robots Tidy Up

7. Červen 2024 v 18:00


Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.

RoboCup 2024: 17–22 July 2024, EINDHOVEN, NETHERLANDS
ICRA@40: 23–26 September 2024, ROTTERDAM, NETHERLANDS
IROS 2024: 14–18 October 2024, ABU DHABI, UNITED ARAB EMIRATES
ICSR 2024: 23–26 October 2024, ODENSE, DENMARK
Cybathlon 2024: 25–27 October 2024, ZURICH

Enjoy today’s videos!

In this video, you see the start of 1X’s development of an advanced AI system that chains simple tasks into complex actions using voice commands, allowing seamless multi-robot control and remote operation. By starting with single-task models, we ensure smooth transitions to more powerful unified models, ultimately aiming to automate high-level actions using AI.

This video does not contain teleoperation, computer graphics, cuts, video speedups, or scripted trajectory playback. It’s all controlled via neural networks.

[ 1X ]

As the old adage goes, one cannot claim to be a true man without a visit to the Great Wall of China. XBot-L, a full-sized humanoid robot developed by Robot Era, recently acquitted itself well in a walk along sections of the Great Wall.

[ Robot Era ]

The paper presents a novel rotary wing platform, that is capable of folding and expanding its wings during flight. Our source of inspiration came from birds’ ability to fold their wings to navigate through small spaces and dive. The design of the rotorcraft is based on the monocopter platform, which is inspired by the flight of Samara seeds.

[ AirLab ]

We present a variable stiffness robotic skin (VSRS), a concept that integrates stiffness-changing capabilities, sensing, and actuation into a single, thin modular robot design. Reconfiguring, reconnecting, and reshaping VSRSs allows them to achieve new functions both on and in the absence of a host body.

[ Yale Faboratory ]

Heimdall is a new rover design for the 2024 University Rover Challenge (URC). This video shows highlights of Heimdall’s trip during the four missions at URC 2024.

Heimdall features a split body design with whegs (wheel legs), and a drill for sub-surface sample collection. It also has the ability to manipulate a variety of objects, collect surface samples, and perform onboard spectrometry and chemical tests.

[ WVU ]

I think this may be the first time I’ve seen an autonomous robot using a train? This one is delivering lunch boxes!

[ JSME ]

The AI system used identifies and separates red apples from green apples, after which a robotic arm picks up the red apples identified with a qb SoftHand Industry and gently places them in a basket.

My favorite part is the magnetic apple stem system.

[ QB Robotics ]

DexNex (v0, June 2024) is an anthropomorphic teleoperation testbed for dexterous manipulation at the Center for Robotics and Biosystems at Northwestern University. DexNex recreates human upper-limb functionality through a near 1-to-1 mapping between Operator movements and Avatar actions.

Motion of the Operator’s arms, hands, fingers, and head are fed forward to the Avatar, while fingertip pressures, finger forces, and camera images are fed back to the Operator. DexNex aims to minimize the latency of each subsystem to provide a seamless, immersive, and responsive user experience. Future research includes gaining a better understanding of the criticality of haptic and vision feedback for different manipulation tasks; providing arm-level grounded force feedback; and using machine learning to transfer dexterous skills from the human to the robot.

[ Northwestern ]

Sometimes the best path isn’t the smoothest or straightest surface, it’s the path that’s actually meant to be a path.

[ RaiLab ]

Fulfilling a school requirement by working in a Romanian locomotive factory one week each month, Daniela Rus learned to operate “machines that help us make things.” Appreciation for the practical side of math and science stuck with Daniela, who is now Director of the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL).

[ MIT ]

For AI to achieve its full potential, non-experts need to be let into the development process, says Rumman Chowdhury, CEO and cofounder of Humane Intelligence. She tells the story of farmers fighting for the right to repair their own AI-powered tractors (which some manufacturers actually made illegal), proposing everyone should have the ability to report issues, patch updates or even retrain AI technologies for their specific uses.

[ TED ]

  • ✇IEEE Spectrum
  • Boston Dynamics Retires Its Legendary Humanoid RobotEvan Ackerman
    In a new video posted today, Boston Dynamics is sending off its hydraulic Atlas humanoid robot. “For almost a decade,” the video description reads, “Atlas has sparked our imagination, inspired the next generations of roboticists, and leapt over technical barriers in the field. Now it’s time for our hydraulic Atlas robot to kick back and relax.”Hydraulic Atlas has certainly earned some relaxation; Boston Dynamics has been absolutely merciless with its humanoid research program. This isn’t a criti
     

Boston Dynamics Retires Its Legendary Humanoid Robot

16. Duben 2024 v 17:25


In a new video posted today, Boston Dynamics is sending off its hydraulic Atlas humanoid robot. “For almost a decade,” the video description reads, “Atlas has sparked our imagination, inspired the next generations of roboticists, and leapt over technical barriers in the field. Now it’s time for our hydraulic Atlas robot to kick back and relax.”


Hydraulic Atlas has certainly earned some relaxation; Boston Dynamics has been absolutely merciless with its humanoid research program. This isn’t a criticism—sometimes being merciless to your hardware is necessary to push the envelope of what’s possible. And as spectators, we just just get to enjoy it, and this highlight reel includes unseen footage of Atlas doing things well along with unseen footage of Atlas doing things not so well. Which, let’s be honest, is what we’re all really here for.

There’s so much more to the history of Atlas than this video shows. Atlas traces its history back to a DARPA project called PETMAN (Protection Ensemble Test Mannequin), which we first wrote about in 2009, so long ago that we had to dig up our own article on the Wayback Machine. As contributor Mikell Taylor wrote back then:

PETMAN is designed to test the suits used by soldiers to protect themselves against chemical warfare agents. It has to be capable of moving just like a soldier—walking, running, bending, reaching, army crawling—to test the suit’s durability in a full range of motion. To really simulate humans as accurately as possible, PETMAN will even be able to “sweat”.

Relative to the other humanoid robots out there at the time (the most famous of which, by far, was Honda’s ASIMO), PETMAN’s movement and balance were very, very impressive. Also impressive was the presumably unintentional way in which this PETMAN video synced up with the music video to Stayin’ Alive by the Bee Gees. Anyway, DARPA was suitably impressed by all this impressiveness, and chose Boston Dynamics to build another humanoid robot to be used for the DARPA Robotics Challenge. That robot was unveiled ten years ago.

The DRC featured a [still looking for a collective noun for humanoid robots] of Atlases, and it seemed like Boston Dynamics was hooked on the form factor, because less than a year after the DRC Finals the company announced the next generation of Atlas, which could do some useful things like move boxes around. Every six months or so, Boston Dynamics put out a new Atlas video, with the robot running or jumping or dancing or doing parkour, leveraging its powerful hydraulics to impress us every single time. There was really nothing like hydraulic Atlas in terms of dynamic performance, and you could argue that there still isn’t. This is a robot that will be missed.

A film strip of images showing a series of humanoid robots gradually getting sleeker and  more polished. The original rendering of Atlas, followed by four generations of the robot.Boston Dynamics/IEEE Spectrum

Now, if you’re wondering why Boston Dynamics is saying “it’s time for our hydraulic Atlas robot to kick back and relax,” rather than just “our Atlas robot,” and if you’re also wondering why the video description ends with “take a look back at everything we’ve accomplished with the Atlas platform “to date,” well, I can’t help you. Some people might attempt to draw some inferences and conclusions from that very specific and deliberate language, but I would certainly not be one of them, because I’m well known for never speculating about anything.

I would, however, point out a few things that have been obvious for a while now. Namely, that:

  • Boston Dynamics has been focusing fairly explicitly on commercialization over the past several years
  • Complex hydraulic robots are not product friendly because (among other things) they tend to leave puddles of hydraulic fluid on the carpet
  • Boston Dynamics has been very successful with Spot as a productized electric platform based on earlier hydraulic research platforms
  • Fully electric commercial humanoids really seems to be where robotics is at right now
There’s nothing at all new in any of this; the only additional piece of information we have is that the hydraulic Atlas is, as of today, retiring. And I’m just going to leave things there.

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