Robots folding clothes? Sounds simple.
Reality: one of the hardest problems in robotics.
Fabric = unpredictable.
Actions = multi-step.
Execution = still slow.
This is where real progress is happening.
Read the full breakdown:
https://filemarketai.medium.com/folding-laundry-is-still-hard-for-robots-thats-the-point-2c374cbe22ef
Reality: one of the hardest problems in robotics.
Fabric = unpredictable.
Actions = multi-step.
Execution = still slow.
This is where real progress is happening.
Read the full breakdown:
https://filemarketai.medium.com/folding-laundry-is-still-hard-for-robots-thats-the-point-2c374cbe22ef
Morgan Stanley: China’s humanoid robot lead will power the next phase of global manufacturing dominance.
Same playbook as EVs.
10,000+ units shipped in 2025. Manufacturing share growing to 16.5% by 2030.
The hardware race is China’s. The data race is still wide open.
Read the full breakdown below:
https://filemarketai.medium.com/china-did-it-with-evs-now-theyre-doing-it-with-humanoid-robots-10911ac18869
Same playbook as EVs.
10,000+ units shipped in 2025. Manufacturing share growing to 16.5% by 2030.
The hardware race is China’s. The data race is still wide open.
Read the full breakdown below:
https://filemarketai.medium.com/china-did-it-with-evs-now-theyre-doing-it-with-humanoid-robots-10911ac18869
Robots learning tennis = more important than it looks
LATENT trains humanoids using small fragments of human movement instead of massive programmed motion libraries.
Tested on the Unitree G1 — enabling rallies with real humans.
This is adaptive robotics in action.
Read the full breakdown:
https://filemarketai.medium.com/humanoid-robots-are-learning-tennis-from-human-motion-fragments-and-that-changes-more-than-sports-7e4406fb9dda
LATENT trains humanoids using small fragments of human movement instead of massive programmed motion libraries.
Tested on the Unitree G1 — enabling rallies with real humans.
This is adaptive robotics in action.
Read the full breakdown:
https://filemarketai.medium.com/humanoid-robots-are-learning-tennis-from-human-motion-fragments-and-that-changes-more-than-sports-7e4406fb9dda
🤖👮 A humanoid robot just patrolled the streets of Shenzhen alongside special police.
Real city. Real crowds. Live deployment.
24/7 nonstop patrols are the goal.
China is moving faster than anyone expected.
Full breakdown below:
https://filemarketai.medium.com/a-humanoid-robot-just-patrolled-a-city-street-heres-what-that-actually-means-4d32823ac4ea
Real city. Real crowds. Live deployment.
24/7 nonstop patrols are the goal.
China is moving faster than anyone expected.
Full breakdown below:
https://filemarketai.medium.com/a-humanoid-robot-just-patrolled-a-city-street-heres-what-that-actually-means-4d32823ac4ea
👌1
UK startup Humanoid just launched KinetIQ, one AI brain managing entire fleets of wheeled and bipedal robots simultaneously.
4 cognitive layers. Cross-embodiment learning. New skills trained in 24 hours.
Already deployed at Siemens and Schaeffler. 30,000 pre-orders.
This is the Android of humanoid robot fleets.
Read the full breakdown below:
https://filemarketai.medium.com/kinetiq-is-the-android-moment-for-robot-fleets-heres-why-it-matters-9e427868dd1f
4 cognitive layers. Cross-embodiment learning. New skills trained in 24 hours.
Already deployed at Siemens and Schaeffler. 30,000 pre-orders.
This is the Android of humanoid robot fleets.
Read the full breakdown below:
https://filemarketai.medium.com/kinetiq-is-the-android-moment-for-robot-fleets-heres-why-it-matters-9e427868dd1f
🗿1
🤖 Unitree’s GD01 — $650,000 rideable transforming mecha. Production-ready. 500kg. You’re inside it.
Funny observation: it’s technically the shortcut to Physical AI. Skip the model. Put the human inside.
Read the full breakdown below:
https://filemarketai.medium.com/unitree-built-a-rideable-mecha-and-it-accidentally-explained-why-physical-ai-is-so-hard-a7e83df2cf63
Funny observation: it’s technically the shortcut to Physical AI. Skip the model. Put the human inside.
Read the full breakdown below:
https://filemarketai.medium.com/unitree-built-a-rideable-mecha-and-it-accidentally-explained-why-physical-ai-is-so-hard-a7e83df2cf63
Robots are moving into real industrial work.
Kepler’s K2 Bumblebee humanoid completed a high-altitude welding task using VR-controlled teleoperation.
A strong example of how humanoids could improve safety in dangerous environments.
Read the full breakdown below:
https://filemarketai.medium.com/humanoid-robots-just-performed-a-real-high-altitude-welding-job-7226a1df42a5
Kepler’s K2 Bumblebee humanoid completed a high-altitude welding task using VR-controlled teleoperation.
A strong example of how humanoids could improve safety in dangerous environments.
Read the full breakdown below:
https://filemarketai.medium.com/humanoid-robots-just-performed-a-real-high-altitude-welding-job-7226a1df42a5
❤1
RobotPlusPlus built a humanoid that locks onto steel walls magnetically and works vertically welding, grinding, rust removal, flaw detection, spraying.
Petrochemical plants. Shipyards. Energy sites.
Some jobs shouldn’t require a human hanging off a wall. Now they don’t have to.
Read the full breakdown below:
https://filemarketai.medium.com/let-the-robot-take-the-risky-climb-what-robotplusplus-gets-right-about-industrial-physical-ai-90263184c97e
Petrochemical plants. Shipyards. Energy sites.
Some jobs shouldn’t require a human hanging off a wall. Now they don’t have to.
Read the full breakdown below:
https://filemarketai.medium.com/let-the-robot-take-the-risky-climb-what-robotplusplus-gets-right-about-industrial-physical-ai-90263184c97e