Tokyo Robotics unveiled Torobo this April. Natural human-like walking achieved through reinforcement learning. Full-body teleoperation that mirrors human motion in real time.
Now backed by Yaskawa Electric, one of Japan’s most established industrial automation companies.
Japan’s precision manufacturing tradition just entered the humanoid race.
Read the full breakdown below:
https://filemarketai.medium.com/japans-precision-manufacturing-heritage-just-entered-the-humanoid-race-bca9f6ab5cf9
Now backed by Yaskawa Electric, one of Japan’s most established industrial automation companies.
Japan’s precision manufacturing tradition just entered the humanoid race.
Read the full breakdown below:
https://filemarketai.medium.com/japans-precision-manufacturing-heritage-just-entered-the-humanoid-race-bca9f6ab5cf9
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Figure AI planned an 8-hour robot test. It ran for 81 hours.
101,391 packages. No teleoperation. No human help. Helix-02 running entirely onboard.
10 million people watched live.
This is the deployment era of Physical AI.
Full story via Bloomberg and Interesting Engineering
Read the full breakdown below:
https://filemarketai.medium.com/figure-ai-planned-an-8-hour-demo-it-ran-for-81-heres-what-actually-happened-and-why-it-matters-941204029b7b
101,391 packages. No teleoperation. No human help. Helix-02 running entirely onboard.
10 million people watched live.
This is the deployment era of Physical AI.
Full story via Bloomberg and Interesting Engineering
Read the full breakdown below:
https://filemarketai.medium.com/figure-ai-planned-an-8-hour-demo-it-ran-for-81-heres-what-actually-happened-and-why-it-matters-941204029b7b
Orion Robotics just unveiled ARES — an autonomous AI brain for humanoid robots in dangerous environments.
No human operator. No cloud connection. Vision, reasoning, and real-time action running entirely onboard the Unitree G1.
Inspection. Navigation. Hazard response. Defense and industrial applications.
The missions humans should not have to take.
Read the full breakdown here:
https://filemarketai.medium.com/the-robot-that-operates-where-humans-cannot-what-ares-gets-right-about-dangerous-environment-92a5f1026ad4
No human operator. No cloud connection. Vision, reasoning, and real-time action running entirely onboard the Unitree G1.
Inspection. Navigation. Hazard response. Defense and industrial applications.
The missions humans should not have to take.
Read the full breakdown here:
https://filemarketai.medium.com/the-robot-that-operates-where-humans-cannot-what-ares-gets-right-about-dangerous-environment-92a5f1026ad4
100 humanoid robots move into homes in Wuhan this week.
GigaAI SeeLight S1 — cooking, laundry, folding clothes, making beds. Stops immediately around kids and pets.
$29K now. Target $14K by mid-2027. Backed by Huawei.
May 31 deployment. This is the home robotics era beginning.
Read the full breakdown here:
https://filemarketai.medium.com/100-humanoid-robots-are-moving-into-homes-in-wuhan-this-week-c8b257c9b9c3
GigaAI SeeLight S1 — cooking, laundry, folding clothes, making beds. Stops immediately around kids and pets.
$29K now. Target $14K by mid-2027. Backed by Huawei.
May 31 deployment. This is the home robotics era beginning.
Read the full breakdown here:
https://filemarketai.medium.com/100-humanoid-robots-are-moving-into-homes-in-wuhan-this-week-c8b257c9b9c3
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No electric motors in the fingers. 24 biomimetic tendons. Hydraulic actuation. Human-like skeletal structure.
Rochu Robotics built a humanoid hand that moves the way a human hand moves because it is built the way a human hand is built.
Better flexibility. Better strength. Better fingertip control.
Read the breakdown here:
https://filemarketai.medium.com/why-the-best-robot-hand-has-no-motors-in-its-fingers-what-rochu-robotics-gets-right-about-ddec3324c455
Rochu Robotics built a humanoid hand that moves the way a human hand moves because it is built the way a human hand is built.
Better flexibility. Better strength. Better fingertip control.
Read the breakdown here:
https://filemarketai.medium.com/why-the-best-robot-hand-has-no-motors-in-its-fingers-what-rochu-robotics-gets-right-about-ddec3324c455
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ThirdEye just got two form factors.
Option A — wrist mount for close-range manipulation data.
Option B — sleek frame cap for full first-person egocentric capture.
USB-C to Android. No cloud. Wear it and collect.
Built in Kathmandu for Physical AI training.
Read the full breakdown below:
https://filemarketai.medium.com/two-form-factors-one-mission-why-thirdeye-now-comes-in-a-wrist-mount-and-a-frame-cap-378758c68253
Option A — wrist mount for close-range manipulation data.
Option B — sleek frame cap for full first-person egocentric capture.
USB-C to Android. No cloud. Wear it and collect.
Built in Kathmandu for Physical AI training.
Read the full breakdown below:
https://filemarketai.medium.com/two-form-factors-one-mission-why-thirdeye-now-comes-in-a-wrist-mount-and-a-frame-cap-378758c68253
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A former art teacher spends 8 hours repeating movements every day so a robot can learn from her.
China’s government-backed robot training centers: 200 instructors, 100 robots, 16 scenarios — factories, homes, supermarkets, elder care.
This is Physical AI data infrastructure at state scale.
Read the full breakdown here:
https://filemarketai.medium.com/china-built-robot-schools-heres-what-that-actually-means-for-physical-ai-b06a7c199da5
China’s government-backed robot training centers: 200 instructors, 100 robots, 16 scenarios — factories, homes, supermarkets, elder care.
This is Physical AI data infrastructure at state scale.
Read the full breakdown here:
https://filemarketai.medium.com/china-built-robot-schools-heres-what-that-actually-means-for-physical-ai-b06a7c199da5
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Genesis AI dropped Genesis World 1.0 today. Fully open source.
One hour in reality = 100 days in simulation.
Nyx renderer. IPC solver. Quadrants compiler at 10x faster launch time. Zero-shot real-to-sim evaluation.
The sim-to-real gap just got a lot smaller.
Read the full breakdown here:
https://filemarketai.medium.com/genesis-world-1-0-just-changed-the-speed-of-physical-ai-development-heres-why-it-matters-ef3cbb0fe76e
One hour in reality = 100 days in simulation.
Nyx renderer. IPC solver. Quadrants compiler at 10x faster launch time. Zero-shot real-to-sim evaluation.
The sim-to-real gap just got a lot smaller.
Read the full breakdown here:
https://filemarketai.medium.com/genesis-world-1-0-just-changed-the-speed-of-physical-ai-development-heres-why-it-matters-ef3cbb0fe76e
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By seeing from a first-person perspective, robots gain the precise distance estimation needed to navigate human environments safely.
RGB, depth, and IMU motion data containerized into a single synchronized stream using Intel RealSense D435i.
Samples from our Research Team at FileMarket AI Data Labs. Built in Kathmandu.
RGB, depth, and IMU motion data containerized into a single synchronized stream using Intel RealSense D435i.
Samples from our Research Team at FileMarket AI Data Labs. Built in Kathmandu.
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Teleoperation is not the end goal. It is the data collection method.
PAL Robotics unveiled real-time VR teleoperation for TIAGo Pro — dual arms in Cartesian space, wheeled base, gripper control.
The operator demonstrates. The robot records. The AI learns.
Read the full breakdown
https://filemarketai.medium.com/teleoperation-is-not-the-end-goal-it-is-the-data-collection-method-ccbcc1b1e39e
PAL Robotics unveiled real-time VR teleoperation for TIAGo Pro — dual arms in Cartesian space, wheeled base, gripper control.
The operator demonstrates. The robot records. The AI learns.
Read the full breakdown
https://filemarketai.medium.com/teleoperation-is-not-the-end-goal-it-is-the-data-collection-method-ccbcc1b1e39e
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AGIBOT unveiled AGILE — a new humanoid locomotion foundation model designed for real-time adaptive movement. 🦾
Instead of relying on preset trajectories, the robot continuously reads terrain, balances dynamically, and adjusts motion instantly.
This is where humanoid robotics starts becoming truly reactive to the real world.
Read the full breakdown below:
https://filemarketai.medium.com/agibot-thinks-humanoid-robots-should-move-like-living-systems-agile-is-their-answer-0fa5c21efdaa
Instead of relying on preset trajectories, the robot continuously reads terrain, balances dynamically, and adjusts motion instantly.
This is where humanoid robotics starts becoming truly reactive to the real world.
Read the full breakdown below:
https://filemarketai.medium.com/agibot-thinks-humanoid-robots-should-move-like-living-systems-agile-is-their-answer-0fa5c21efdaa