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Joined March 2026
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SEAR retweeted
Wuji Tech has unveiled the Wuji Hand 2, a robotic hand with fast and human-like finger movements.
Built with metal components, gears, and compact electric motors, it offers high precision and control.
Advanced sensors automatically adjust grip strength, allowing it to handle different objects securely and smoothly.
SEAR retweeted
🤖 THE FUTURE WAS CURRENTLY STREAMING LIVE.
Right now, Figure AI is broadcasting their humanoid robots working a 24/7 autonomous warehouse shift on X.
Meet Bob, Frank, and Gary Rose, and Jim the Figure 03 humanoids processing thousands of packages live on camera.
Why this is a massive milestone:
100% Autonomous: Powered by the Helix-02 AI platform, they translate camera data directly into physical actions with zero human intervention.
Tag-Team Operations: When a robot's battery runs low after 5 hours, it automatically walks to a charging dock while another steps in.
Insane Scale: The team has already successfully sorted over 149,000 packages completely on their own.
Mundane warehouse labor just became the internet’s most fascinating viral reality show.
👉 Watch the operations or check daily recaps directly on the official account: @Figure_robot#AI #Robotics #TechNews #FutureOfWork #FigureAI
SEAR retweeted
🤖🇮🇳 THE PEOPLE TRAINING THE ROBOTS OF THE FUTURE
Thousands of workers across India are reportedly being paid to wear head-mounted cameras and record everyday tasks—from folding towels to factory workto help train AI-powered robots.
Workers capture first-person (“egocentric”) video of real-world activities for AI models
Tasks reportedly include household chores, textile work, and industrial processes
The data helps robots learn how humans interact with unpredictable environments
India is emerging as a major global hub for AI data collection and annotation.
Supporters say the industry is creating new income opportunities, while critics warn that workers may be helping automate the very jobs they perform.
SEAR retweeted
The humanoid robot boom has a hidden supply chain. It runs through Tamil Nadu.
Thousands of Indian workers strap GoPros to their heads and record themselves folding towels, making sandwiches, slicing mangoes. This footage trains AI robots to move like humans. It is called egocentric data. Without it, robots cannot navigate the real world.
$MS Morgan Stanley projects over a billion humanoids in use by 2050.
The picks-and-shovels play is not the robot makers. It is the data layer underneath them. Objectways, an AI data company working with Amazon $AMZN SageMaker, sources this footage from Tamil Nadu and supplies Fortune 500 clients.
The spatial AI data market is scaling right now. Before the robots even arrive at scale.
Service as Software is being hand-labelled in Chennai. The next industrial revolution is being trained by the people it will eventually replace.
(Credits: @AFP)
#HumanoidRobots #SpatialAI #ServiceAsSoftware
A housewife in India earns 250 rupees an hour about $3 just for folding laundry at home.
And with that exact work she is training the robots that will one day fold that laundry instead of her.
On her head is a camera on a strap. On the clothes and around them sit black-and-white markers that let the system understand where an object is and how the hands move.
She does ordinary household chores, and the camera records everything in first person: what she sees, how she picks up the fabric, in what order she folds it.
Under recording everything goes slower. What takes 30 minutes at home stretches to 35 to 40 minutes on camera. All it takes is patience. And she is not the only one: thousands of people across India are already doing this, putting on a camera and filming their ordinary day so there is something to train tomorrow's robots on.
Her line hits harder than any chart:
"Who else will give you 250 rupees an hour just for doing housework?"
And here is the surprise. The housework that nobody at home ever pays for, the data industry buys by the hour. What was invisible for centuries has suddenly become raw material.
Because robots and AI do not come out of thin air. For a machine to one day fold a t-shirt on its own, a human first has to fold it on camera: by hand, movement by movement, step by step. The woman herself says it plainly:
"I see a future full of robots and AI. But there is no going on without people: without human data, all this robotics simply will not run."
Out of everything I have seen this year about automation, this is the most honest shot of all: before it can replace a person, the machine first has to be led by that very person's hand.
The future really will belong to robots. But right now it is being assembled by hand, at 250 rupees an hour.
SEAR retweeted
Talking to other researchers in the "learning from human video" space early this year, a common observation was that it's hard to show transfer from true in-the-wild Internet video, compared to curated research datasets. In most of these datasets, the humans deliberately move like robots, and hands are tracked with clean 3D labels. The usual starting point for Internet video — run a monocular hand pose estimator on YouTube videos, cotrain with robot data — often doesn't work. In our recent work, we study this "YouTube-type" video setting and try to understand what it takes to absorb egocentric Internet videos into a VLA training pipeline. 1/n















