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The models are getting better everyday. This is a pretty contact-rich task, and forces us to reckon with the fact that our policies not only need to learn the quirks of different robots, but also have to do it in a way that generalizes to the fine-grained subtleties of... show more

Andy Zeng

10,852 subscribers

61,885 просмотров • 2 месяцев назад •via X (Twitter)

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Комментарии: 20

Фото профиля Albert Wenger 🌎🔥⌛

Albert Wenger 🌎🔥⌛2 месяцев назад

Thrilled to see it!

Фото профиля Caitlin Kalinowski

Caitlin Kalinowski2 месяцев назад

Impressive.

Фото профиля Jyothi Swaroop Kasina

Jyothi Swaroop Kasina1 месяц назад

Amazing how naturally the robot performs. Curious to get your thoughts on how task level reasoning would eventually come in the GEN Models. Would a separate model eventually sit on top of GEN-1 for longer horizon tasks, the way Gemini Robotics paired ER 2 with a VLA?

Фото профиля Arash Tajik

Arash Tajik2 месяцев назад

impressive.

Фото профиля clankr

clankr2 месяцев назад

What really matters at this point is how much of it was actually achieved in one shot.

Фото профиля Psalter

Psalter1 месяц назад

I think robotic arms will be the first large-scale robots that people use in their work and daily lives

Фото профиля Xingxin HE

Xingxin HE1 месяц назад

Wow! Curious if this is the contribution mainly from the post-training team?

Фото профиля Saboor

Saboor21 дней назад

This is getting kinda crazy

Фото профиля Zu

Zu2 месяцев назад

Impressive!

Фото профиля Leo Lin

Leo Lin1 месяц назад

I think friction is where robotics benchmarks meet reality. A policy that ignores material, pressure, wear, and contact variation may look intelligent in simulation but remain brittle on the factory floor.

Фото профиля Continuum Labs

Continuum Labs1 месяц назад

The biggest breakthroughs in robotics will come from mastering the physics of the real world. Exciting progress 👏

Фото профиля Andrew Johnson

Andrew Johnson2 месяцев назад

the threaded nut is fascinating because the ending torque influences where it’ll end up

Фото профиля Viktor Smirnov

Viktor Smirnov1 месяц назад

We operate a permitted commercial kitchen in SF serving real paying customers, and we're opening it up as a live training and evaluation site for robots (real orders as ground truth, egocentric capture from working cooks, food-safe protocols handled by us). Nobody's put a humanoid in front of a paying customer's order yet would love to show you what that could look like. Open to 15 min?

Фото профиля John Hanzl

John Hanzl2 месяцев назад

Oh - I see - they’re practicing for harvesting human organs. Tracks. AI’s can’t get embodied fast enough…

Фото профиля Aryan Dhawan

Aryan Dhawan27 дней назад

The wedging case is a good test because a visually plausible trajectory can still be wrong once friction changes. Recovery after that kind of failure would be really informative.

Фото профиля Andile (Ethan)

Andile (Ethan)2 месяцев назад

What gripper is this?

Фото профиля Arnon ∈ ℝ³

Arnon ∈ ℝ³1 месяц назад

x algo doing it's work

Фото профиля Premium Domain Broker

Premium Domain Broker1 месяц назад

The future of intelligent vision has a name. A powerful brandable domain for AI-powered robotics, computer vision, autonomous systems, industrial inspection, smart cameras & next-generation automation. Short. Memorable. Built for the AI + Robotics era. 🚀 💬 Available for acquisition — DM for details.

Фото профиля The Embodied Era

The Embodied Era2 месяцев назад

Actuator-level adaptation seems to be the hard part. Almost everyone ships one model per platform, which is why nobody in robotics has software margins. If GEN-1 moves across actuators without retuning, the moat stops being the robot. Precision is downstream of that.

Фото профиля Huiyi Li

Huiyi Li22 дней назад

通用人工智能领域的联合创始人，好优秀！真诚想认识一下，交个朋友✨

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I'll tell it like it is: they're lying. Robots are getting better and better, and the goal now is not to support human labor, as suggested in the video, but in the long term they will replace human labor. In a market economy, profit is the only thing that counts, whether you like to criticize that or not. The fact is, however, that robots will be cheaper than human labor and will therefore be preferred. Moreover, robots are getting better and better, they will work longer hours than humans, are less prone to errors, do not fall ill and do not need vacations. They are superior to human labor.

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MTS

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ANI

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🚨 PRESIDENT TRUMP JUST UNLEASHED "Everything they have is so CRAZY, but the fact that they don't want to sign voter ID is another issue, it's a big issue! The fact that they don't have proof of citizenship, that they want transgender for everybody, that they want men in women's sports." "So the only way, they assume, the only way they can win is to cheat!" "When you have men in women's sports, it's fine, it's wonderful. By the way, I worked very hard with the Olympic Committee and got that terminated for the Olympics. Very nice." "Now, girls won't have to get beat up in the boxing ring like they did last time. If you saw those fights, two people that transitioned beat the hell out of everyone, out of other people, women. It was not a pretty sight to watch." "So I worked very hard with the Olympic Committee and we were able to get that out. So the Olympics will not have men in women's sports."

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Eric Daugherty

16,431 просмотров • 6 месяцев назад

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Linear CEO Karri Saarinen says some companies are using "friction forms" to help engineers break through bureaucracy and get new AI tools approved faster: "There are a lot of companies where employees ask, 'Can I use agents?' and they say, 'No, you can’t.' And they don’t really have a reason for it, or they say, 'We have to evaluate it,' and that evaluation takes months." "This has to change. The industry is moving so fast, so you cannot have month-long, multi-month processes to evaluate every single new tool. I think the security standpoint is valid, but you have to figure out a new way to think about security and not just block new tools." "One hack I’ve seen at some companies is that they have this friction form. So engineers who feel friction and want to use new tools or AI file a friction form, and that escalates it to higher leadership. Then it makes an SLA that has to be resolved in a week or 10 days." "And so you force the hand of procurement, IT, and security people to do something about it. Because the incentive a lot of times in these jobs is that you don’t want to rock the boat, so you don’t want to change things if you don’t have to."

TBPN

15,799 просмотров • 6 месяцев назад

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Is anyone else starting to feel like a minority in this city or is it just me? My mates dad who’s from Iran just sent me this. Like many of us he is disgusted by what our government has done to this country. This is right by a mosque so it’s to be expected that these will be everywhere. But this is what most of our areas look like now. I see this in Kenny, Wavertree, Bootle, Kirkdale, Walton, it’s everywhere. I’d move to get away from it but they have infested every single western country. There’s no escape. These all have over 50 Muslim countries to move to but they choose to move here. They don’t even like us. Our cultures do not mix, they look down on us and they refuse to just quietly blend into society. They aim to change our country to suit them. We are well and truly fcked. What hurts me so much is the fact that so many women no longer feel safe on our streets. And the amount of cowardly men who have betrayed us and support it. Knowing that the women of this country feel this way. They absolutely disgust me.

Around Liverpool

103,745 просмотров • 3 месяцев назад

Edwin Sifuna: It is clear that those in the ODM leadership are done with us. After we finished our rally in Kitale, I just saw us being removed from the ODM WhatsApp group. They even want to move me to the Fisheries committee, which they think is a punishment but I actually need to learn about that too #CitizenExplainer

Edwin Sifuna: It is clear that those in the ODM leadership are done with us. After we finished our rally in Kitale, I just saw us being removed from the ODM WhatsApp group. They even want to move me to the Fisheries committee, which they think is a punishment but I actually need to learn about that too #CitizenExplainer

Citizen TV Kenya

133,845 просмотров • 2 месяцев назад

Engram cofounder Jack Morris just raised $98M to build a new type of AI. He says models don't need to get smarter over time. Instead, they just need to know you better and better over time. Jack describes what he's building: "Our product is a new type of AI. We have a pretty different vision from a lot of the frontier labs, which are working on one model per lab, and trying to make that model smarter every month." "There's another way to think about it, which is that the model doesn't need to get smarter every month. It needs to know you better." "So we're working on a whole different stack, which is a way to train models that train themselves to know your world better and adjust to the things that you say." "So: new ways of training, new ways of running the models."

Engram cofounder Jack Morris just raised $98M to build a new type of AI. He says models don't need to get smarter over time. Instead, they just need to know you better and better over time. Jack describes what he's building: "Our product is a new type of AI. We have a pretty different vision from a lot of the frontier labs, which are working on one model per lab, and trying to make that model smarter every month." "There's another way to think about it, which is that the model doesn't need to get smarter every month. It needs to know you better." "So we're working on a whole different stack, which is a way to train models that train themselves to know your world better and adjust to the things that you say." "So: new ways of training, new ways of running the models."

TBPN

70,635 просмотров • 3 месяцев назад

The question Sam Altman has been waiting for: “The thing to me that feels most psychologically inconsistent about myself is that I have for 20 years been using computers the same way. I now have a magic thing called Codex. So do you, so does everybody. That means I should be using my computer in a completely different way. I should not be clicking around pasting from one messaging app to another. I should not be scrolling mindlessly through my emails and trying to figure out which one is least painful for me to open and respond when I don't want to be dealing with it. I should not be keeping a to-do list and doing sort of these rote computer tasks in the same way that I have for so long. And yet there's something in my mind that is encoded that doing this kind of stuff is what it means to work and what it means to be productive. And if you asked me I would never say I like doing it that way. In fact I would say the opposite and I think I would mean it. I have a better way to do it now. I can do it faster. I can be using Codex for more of just my day-to-day to get through this stack of emails, to do this stuff on my to-do list, to deal with all these things. And I still do it that way. And it makes no sense other than I must secretly like it or feel good about it.”

The question Sam Altman has been waiting for: “The thing to me that feels most psychologically inconsistent about myself is that I have for 20 years been using computers the same way. I now have a magic thing called Codex. So do you, so does everybody. That means I should be using my computer in a completely different way. I should not be clicking around pasting from one messaging app to another. I should not be scrolling mindlessly through my emails and trying to figure out which one is least painful for me to open and respond when I don't want to be dealing with it. I should not be keeping a to-do list and doing sort of these rote computer tasks in the same way that I have for so long. And yet there's something in my mind that is encoded that doing this kind of stuff is what it means to work and what it means to be productive. And if you asked me I would never say I like doing it that way. In fact I would say the opposite and I think I would mean it. I have a better way to do it now. I can do it faster. I can be using Codex for more of just my day-to-day to get through this stack of emails, to do this stuff on my to-do list, to deal with all these things. And I still do it that way. And it makes no sense other than I must secretly like it or feel good about it.”

David Senra

25,453 просмотров • 1 месяц назад

Brett Meiselas: [Donald Trump] has his propaganda that he wants to push, and the IRGC and the Iranian regime, they have things that they want to push to their people. And so you get these maximalist statements on both sides, oftentimes neither of which line up with the truth. But I do have to say, more times than not, the Iranian story has been far closer to the truth than what we're hearing with our own government here in the United States. That is something that is deeply troubling to me. That's something that takes a lot of getting used to.

Brett Meiselas: [Donald Trump] has his propaganda that he wants to push, and the IRGC and the Iranian regime, they have things that they want to push to their people. And so you get these maximalist statements on both sides, oftentimes neither of which line up with the truth. But I do have to say, more times than not, the Iranian story has been far closer to the truth than what we're hearing with our own government here in the United States. That is something that is deeply troubling to me. That's something that takes a lot of getting used to.

MeidasClips

18,473 просмотров • 3 месяцев назад

Lando: “In a way I wanted to keep number 4 because I'm just happy with that and it goes well with my logo. So that's how straightforward I am. But I will go with number 1. Because I have to. I have to. It could be my only opportunity in my life that I get to do such a thing. Not many people in the world get to do that kind of thing. And it's not for me. It's just for my mechanics. This is for my engineers. It's the fact that they get to run with the number 1 on the car. And I think it'll mean a lot more to them than it does to me as a number. And for me, that's a lot more important.”

naenia ¹ ⁶³

1,648,954 просмотров • 9 месяцев назад

Jimmy Butler says the Warriors organization is a great organization and he doesn’t want to be anywhere else: “It’s not good, it’s great. It legitimately is the best. You don’t realize it until you’ve been in other places, and I’m not talking down on anybody that are quite lesser than… You’re talking about the way that yall run everything, the people that you have around, obviously the guys that get to rep the uniform. They just do everything the right way, the winning way, and it definitely shows in everything that we do here. I’m grateful to be a part of it now, and when I say I don’t want to be anywhere else, this is it.”

Jimmy Butler says the Warriors organization is a great organization and he doesn’t want to be anywhere else: “It’s not good, it’s great. It legitimately is the best. You don’t realize it until you’ve been in other places, and I’m not talking down on anybody that are quite lesser than… You’re talking about the way that yall run everything, the people that you have around, obviously the guys that get to rep the uniform. They just do everything the right way, the winning way, and it definitely shows in everything that we do here. I’m grateful to be a part of it now, and when I say I don’t want to be anywhere else, this is it.”

aly ✶

155,441 просмотров • 3 месяцев назад