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โ๏ธ A giant solar prominence has just broken away from the Sun โ one of the largest this year, according to Russiaโs Space Research Institute (IKI RAS).
This time, we got lucky. Scientists say that if it had happened a day later, Earth would have been grazed by the edge of the blast โ and if two days later, weโd have taken a direct hit.
Fortunately, the plasma cloud is heading safely into deep space, missing all planets.
Still, the spectacle was breathtaking โ a fiery arch of superheated plasma tens of thousands of kilometers high, briefly suspended above the solar surface before being hurled away into the void.
#Space #Sun #SolarStorm #Science
This time, we got lucky. Scientists say that if it had happened a day later, Earth would have been grazed by the edge of the blast โ and if two days later, weโd have taken a direct hit.
Fortunately, the plasma cloud is heading safely into deep space, missing all planets.
Still, the spectacle was breathtaking โ a fiery arch of superheated plasma tens of thousands of kilometers high, briefly suspended above the solar surface before being hurled away into the void.
#Space #Sun #SolarStorm #Science
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๐ค A robot that feels touch with its whole body
German Aerospace Center (DLR) engineers have created SARA โ a robot that can sense touch across its entire surface โ without any external tactile skin or sensors.
How it works:
SARA uses only the force sensors built into its joints plus clever math.
When a person touches the robotโs body, the system calculates where and how strongly it was touched by analyzing subtle mechanical changes in the joints.
What it can do:
โ๏ธ Recognize letters or numbers traced on its body โ with 90โ95% accuracy
๐ Create โvirtual buttonsโ anywhere โ place a sticky note and the robot will remember that spot
๐ Adjust settings โ swipe across its arm like a slider to change speed or grip strength
Why it matters:
Traditional tactile robots rely on expensive, fragile โelectronic skin.โ
SARA skips that โ turning its entire body into an interactive surface, like a smartphone screen.
Limitations:
Currently it can detect only two simultaneous touches, and sensitivity is lower than dedicated sensors.
But for most humanโrobot collaboration tasks, this minimalist design is a breakthrough.
#robotics #AI #DLR #innovation #HRI #sensors
German Aerospace Center (DLR) engineers have created SARA โ a robot that can sense touch across its entire surface โ without any external tactile skin or sensors.
How it works:
SARA uses only the force sensors built into its joints plus clever math.
When a person touches the robotโs body, the system calculates where and how strongly it was touched by analyzing subtle mechanical changes in the joints.
What it can do:
โ๏ธ Recognize letters or numbers traced on its body โ with 90โ95% accuracy
๐ Create โvirtual buttonsโ anywhere โ place a sticky note and the robot will remember that spot
๐ Adjust settings โ swipe across its arm like a slider to change speed or grip strength
Why it matters:
Traditional tactile robots rely on expensive, fragile โelectronic skin.โ
SARA skips that โ turning its entire body into an interactive surface, like a smartphone screen.
Limitations:
Currently it can detect only two simultaneous touches, and sensitivity is lower than dedicated sensors.
But for most humanโrobot collaboration tasks, this minimalist design is a breakthrough.
#robotics #AI #DLR #innovation #HRI #sensors
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๐ข While Fordโs CEO warns that the West is losing the tech race to China, the evidence is hard to ignore.
Chinese vehicles, he admits, already outperform Western ones in quality, technology, and production cost. And the gap keeps widening.
๐ฅ Just look at the fully automated Yangshan Deep-Water Port in Shanghai โ one of the most advanced logistics hubs in the world.
Here, autonomous electric trucks move containers guided by GPS and LiDAR, while self-navigating ships operate in the harbor. The entire terminal runs under a single digital control system that requires almost no human intervention.
China isnโt just catching up โ itโs building the blueprint for the next industrial era.
#technology #China #automation #AI #logistics #future
Chinese vehicles, he admits, already outperform Western ones in quality, technology, and production cost. And the gap keeps widening.
๐ฅ Just look at the fully automated Yangshan Deep-Water Port in Shanghai โ one of the most advanced logistics hubs in the world.
Here, autonomous electric trucks move containers guided by GPS and LiDAR, while self-navigating ships operate in the harbor. The entire terminal runs under a single digital control system that requires almost no human intervention.
China isnโt just catching up โ itโs building the blueprint for the next industrial era.
#technology #China #automation #AI #logistics #future
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โ๏ธ A massive explosion erupted last night on the far side of the Sun (IKI RAS).
The bright ejection you see in the footage is plasma being hurled away from the Sun โ fortunately, in the opposite direction from Earth.
The dark circle and stripe in the frame arenโt mysterious objects โ they mark the blind zones of the coronagraphโs optics, used to block direct sunlight and make solar activity visible.
Even though the blast happened on the far side, it shows just how restless our star remains โ constantly storing and releasing titanic amounts of magnetic energy.
#Sun #Space #Astronomy #SolarFlare
The bright ejection you see in the footage is plasma being hurled away from the Sun โ fortunately, in the opposite direction from Earth.
The dark circle and stripe in the frame arenโt mysterious objects โ they mark the blind zones of the coronagraphโs optics, used to block direct sunlight and make solar activity visible.
Even though the blast happened on the far side, it shows just how restless our star remains โ constantly storing and releasing titanic amounts of magnetic energy.
#Sun #Space #Astronomy #SolarFlare
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๐ The first color footage of a FUSION REACTOR in action!
Tokamak Energy has just released incredible high-speed video โ shot at 16,000 frames per second โ showing the birth of plasma inside their fusion reactor.
In the clip, you can see a mesmerizing bright pink glow at the plasmaโs edge โ thatโs light emitted as the superheated gas interacts with the reactor walls. The core itself remains invisible, simply because itโs millions of degrees hot โ far beyond what any camera can capture.
This is what the future of clean, limitless energy looks like โ contained in a magnetic field.
๐ฅ Full video here: watch the fusion magic
#fusion #energy #tokamak #plasma #science
Tokamak Energy has just released incredible high-speed video โ shot at 16,000 frames per second โ showing the birth of plasma inside their fusion reactor.
In the clip, you can see a mesmerizing bright pink glow at the plasmaโs edge โ thatโs light emitted as the superheated gas interacts with the reactor walls. The core itself remains invisible, simply because itโs millions of degrees hot โ far beyond what any camera can capture.
This is what the future of clean, limitless energy looks like โ contained in a magnetic field.
๐ฅ Full video here: watch the fusion magic
#fusion #energy #tokamak #plasma #science
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Cyberpunk remote work, IRL.
Operators in the Philippinesโpaid about $250/monthโare remotely piloting shelf-stocking robots in Japanese stores.
Today itโs teleoperation; tomorrow itโs training data. The real question: how fast until the robots learn enough to cut humans out of the loop?
#robots #teleoperation #retailtech #AI #futureofwork #science
Operators in the Philippinesโpaid about $250/monthโare remotely piloting shelf-stocking robots in Japanese stores.
Today itโs teleoperation; tomorrow itโs training data. The real question: how fast until the robots learn enough to cut humans out of the loop?
#robots #teleoperation #retailtech #AI #futureofwork #science
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๐ Starcloud wants a 4-km, 5-GW GPU data centerโฆ in space
NVIDIA-backed startup Starcloud is about to put a data-center-class GPU in orbit: their Starcloud-1 satellite launches in November with an NVIDIA H100 onboard โ roughly 100ร more GPU compute than any prior space system. The 60-kg, fridge-sized sat is a first step toward orbital GPU clouds.
Why it matters: today, satellites downlink raw data to Earth for processing. With an H100 upstairs, AI runs where data is born โ cutting response times from hours to minutes. Thatโs big for sensors like SAR, which can spit out ~10 GB/s; instead of shipping it all home, the model can filter, segment, and alert in orbit.
Power & cooling: sunlight is (nearly) constant in orbit and space is an โinfinite heat sinkโ via radiators, so no water-hungry chillers. Starcloudโs roadmap sketches a ~5 GW orbital data center fed by solar + radiator panels about 4 km ร 4 km. Future birds aim to integrate Blackwell GPUs for up to 10ร more performance versus Hopper.
Biz timeline: Crusoe (the โenergy-firstโ cloud) plans to deploy capacity on Starcloudโs platform from 2026โ27. Starcloud projects ~10ร lower energy cost than Earth data centers long-term. A white paper even models a 40 MW cluster with a ~$8.2M launch cost โ if Starship-class launch prices fall to ~$30/kg (a big if).
CEO Philip Johnstonโs bet: within 10 years, most new data centers get built in space. Gamers, rejoice โ astronauts might finally run DOOM at ultra.
#Starcloud #H100 #Blackwell #OrbitalCompute #SpaceDatacenter #SAR #EdgeAI
โโโ
@science
NVIDIA-backed startup Starcloud is about to put a data-center-class GPU in orbit: their Starcloud-1 satellite launches in November with an NVIDIA H100 onboard โ roughly 100ร more GPU compute than any prior space system. The 60-kg, fridge-sized sat is a first step toward orbital GPU clouds.
Why it matters: today, satellites downlink raw data to Earth for processing. With an H100 upstairs, AI runs where data is born โ cutting response times from hours to minutes. Thatโs big for sensors like SAR, which can spit out ~10 GB/s; instead of shipping it all home, the model can filter, segment, and alert in orbit.
Power & cooling: sunlight is (nearly) constant in orbit and space is an โinfinite heat sinkโ via radiators, so no water-hungry chillers. Starcloudโs roadmap sketches a ~5 GW orbital data center fed by solar + radiator panels about 4 km ร 4 km. Future birds aim to integrate Blackwell GPUs for up to 10ร more performance versus Hopper.
Biz timeline: Crusoe (the โenergy-firstโ cloud) plans to deploy capacity on Starcloudโs platform from 2026โ27. Starcloud projects ~10ร lower energy cost than Earth data centers long-term. A white paper even models a 40 MW cluster with a ~$8.2M launch cost โ if Starship-class launch prices fall to ~$30/kg (a big if).
CEO Philip Johnstonโs bet: within 10 years, most new data centers get built in space. Gamers, rejoice โ astronauts might finally run DOOM at ultra.
#Starcloud #H100 #Blackwell #OrbitalCompute #SpaceDatacenter #SAR #EdgeAI
โโโ
@science
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AI-powered parking never looked like this in my head.
A 35-kg Unitree G1 running BAAIโs THOR whole-body control just dragged a 1.4-ton car โ ~40ร its own weight. Itโs a stunt, but it shows how fast balance, traction, and whole-body control are improving. Next stop: factory logistics, recovery, and precision vehicle positioning.
#Unitree #BAAI #THOR #Robotics #AI #Humanoids
โโโ
@science
A 35-kg Unitree G1 running BAAIโs THOR whole-body control just dragged a 1.4-ton car โ ~40ร its own weight. Itโs a stunt, but it shows how fast balance, traction, and whole-body control are improving. Next stop: factory logistics, recovery, and precision vehicle positioning.
#Unitree #BAAI #THOR #Robotics #AI #Humanoids
โโโ
@science
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๐ค โHand-motion farmsโ are real โ and theyโre training robot hands.
In parts of India, workers strap a small camera to their forehead and spend hours doing simple, tactile tasks: folding towels, packing boxes, sorting everyday objects.
The POV videos go to U.S. labs, where neural networks study exactly how human fingers grip, pull, twist, and placeโso robots can learn to copy the same motions.
Why this matters:
โข Dexterity is the bottleneck. Vision models are great, but robots still struggle with cloth, cables, zipper pulls, and irregular objects. Human POV data captures the micro-moves that simulators miss.
โข Imitation learning at scale. Hour after hour of clean, labeled hand maneuvers becomes training fuel for policies that generalize to new objects and tasks.
โข Societal twist. Itโs efficientโand a little dystopian: people meticulously teach the fine motor skills that may one day automate their own work.
Humans teaching their replacements, one folded towel at a time.
#AI #robots #imitationlearning #India #futureofwork
In parts of India, workers strap a small camera to their forehead and spend hours doing simple, tactile tasks: folding towels, packing boxes, sorting everyday objects.
The POV videos go to U.S. labs, where neural networks study exactly how human fingers grip, pull, twist, and placeโso robots can learn to copy the same motions.
Why this matters:
โข Dexterity is the bottleneck. Vision models are great, but robots still struggle with cloth, cables, zipper pulls, and irregular objects. Human POV data captures the micro-moves that simulators miss.
โข Imitation learning at scale. Hour after hour of clean, labeled hand maneuvers becomes training fuel for policies that generalize to new objects and tasks.
โข Societal twist. Itโs efficientโand a little dystopian: people meticulously teach the fine motor skills that may one day automate their own work.
Humans teaching their replacements, one folded towel at a time.
#AI #robots #imitationlearning #India #futureofwork
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