Matrix Robotics just unveiled MATRIX-3 a humanoid robot with touch-sensitive artificial skin and highly dexterous hands.
Robots are evolving from machines that only “see” into systems that can physically feel and adapt to the world around them.
Read the full breakdown here:
https://filemarketai.medium.com/humanoid-robots-are-finally-learning-to-feel-the-physical-world-7cda2cc08362
Robots are evolving from machines that only “see” into systems that can physically feel and adapt to the world around them.
Read the full breakdown here:
https://filemarketai.medium.com/humanoid-robots-are-finally-learning-to-feel-the-physical-world-7cda2cc08362
Sunday Robotics introduced Memo, a home assistant humanoid robot trained through human demonstrations using a glove-based system.
From dishwashers to laundry folding, robots are starting to learn everyday physical tasks directly from humans.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-robotics-environment-might-be-the-human-home-07d2bebc2b9a
From dishwashers to laundry folding, robots are starting to learn everyday physical tasks directly from humans.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-robotics-environment-might-be-the-human-home-07d2bebc2b9a
BrainCo unveiled Revo3, a lightweight robotic hand with 21 degrees of freedom, tactile sensing, and vision integration.
Dexterous manipulation remains one of the hardest problems in robotics and one of the most important.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-problem-in-humanoid-robotics-might-be-the-human-hand-632b632d18ce
Dexterous manipulation remains one of the hardest problems in robotics and one of the most important.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-problem-in-humanoid-robotics-might-be-the-human-hand-632b632d18ce
RAI Institute developed the Koala gripper, a system that lets robots learn manipulation directly from human demonstrations using force sensors and cameras.
The future of robotics is learning from real human interaction.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-part-of-robotics-isnt-walking-it-s-manipulation-4902f9fe2269
The future of robotics is learning from real human interaction.
Read the full breakdown below:
https://filemarketai.medium.com/the-hardest-part-of-robotics-isnt-walking-it-s-manipulation-4902f9fe2269
Neura Robotics raises up to $1.4B
Germany-based Neura Robotics has secured funding from investors including Amazon and Nvidia to scale AI-powered humanoid robot production to millions of units by 2030.
This marks a major shift from robotics development → industrial-scale deployment.
Read the full breakdown below:
https://filemarketai.medium.com/neura-robotics-raises-up-to-1-4b-to-scale-humanoid-robots-into-mass-production-by-2030-03e8b820a371
Germany-based Neura Robotics has secured funding from investors including Amazon and Nvidia to scale AI-powered humanoid robot production to millions of units by 2030.
This marks a major shift from robotics development → industrial-scale deployment.
Read the full breakdown below:
https://filemarketai.medium.com/neura-robotics-raises-up-to-1-4b-to-scale-humanoid-robots-into-mass-production-by-2030-03e8b820a371
Vibe Robotics unveiled a humanoid robot platform built for under $500 and plans to open-source it soon.
Affordable robotics could unlock a new wave of builders, researchers, and innovators worldwide.
Read the full breakdown here:
https://filemarketai.medium.com/the-most-important-humanoid-robot-this-year-might-cost-less-than-your-smartphone-8ae5ad2b0f1c
Affordable robotics could unlock a new wave of builders, researchers, and innovators worldwide.
Read the full breakdown here:
https://filemarketai.medium.com/the-most-important-humanoid-robot-this-year-might-cost-less-than-your-smartphone-8ae5ad2b0f1c
Researchers introduced Humanoid-GPT, an AI framework that allows humanoid robots to perform new actions, adapt in real time, and coordinate whole-body movement.
Tested on the Unitree G1, it’s another step toward general-purpose robotics.
Read the full breakdown below:
https://filemarketai.medium.com/humanoid-gpt-and-the-shift-toward-foundation-models-for-robotics-fe8c150badc5
Tested on the Unitree G1, it’s another step toward general-purpose robotics.
Read the full breakdown below:
https://filemarketai.medium.com/humanoid-gpt-and-the-shift-toward-foundation-models-for-robotics-fe8c150badc5
Flying blind in Physical AI?
humanoids.fyi maps the entire humanoid ecosystem:
→ 29+ OEMs (Optimus, Atlas, Figure, Digit)
→ 41+ hardware suppliers
→ 19 VLA models (GR00T, pi0, Gemini Robotics)
→ 19 world models (Cosmos, Genie 2, V-JEPA 2)
→ 17 robot display/face designs
If you collect egocentric video, motion data, or task demos — every company here is a potential client.
Free. Open source. Built by @JulianSaks
Read the full breakdown here:
https://filemarketai.medium.com/the-humanoid-robotics-ecosystem-has-a-map-now-and-it-changes-how-you-navigate-physical-ai-6a466b557e64
humanoids.fyi maps the entire humanoid ecosystem:
→ 29+ OEMs (Optimus, Atlas, Figure, Digit)
→ 41+ hardware suppliers
→ 19 VLA models (GR00T, pi0, Gemini Robotics)
→ 19 world models (Cosmos, Genie 2, V-JEPA 2)
→ 17 robot display/face designs
If you collect egocentric video, motion data, or task demos — every company here is a potential client.
Free. Open source. Built by @JulianSaks
Read the full breakdown here:
https://filemarketai.medium.com/the-humanoid-robotics-ecosystem-has-a-map-now-and-it-changes-how-you-navigate-physical-ai-6a466b557e64
Robots can already see. They’re getting better at moving.
The next challenge is touch.
ART-Glove, developed by researchers at Carnegie Mellon University, records both hand motion and tactile interaction data, helping create richer datasets for dexterous robot learning.
Knowing how to move is only half the problem.
Knowing how it feels may be the other half.
Read the full breakdown:
https://filemarketai.medium.com/robots-need-more-than-motion-they-need-touch-7de687188be6
The next challenge is touch.
ART-Glove, developed by researchers at Carnegie Mellon University, records both hand motion and tactile interaction data, helping create richer datasets for dexterous robot learning.
Knowing how to move is only half the problem.
Knowing how it feels may be the other half.
Read the full breakdown:
https://filemarketai.medium.com/robots-need-more-than-motion-they-need-touch-7de687188be6
Robots are inspecting places humans can’t safely reach.
Flyability’s Elios 3 uses a protective cage and onboard LiDAR to navigate confined industrial environments while generating real-time 3D maps.
A great example of Physical AI solving real-world problems today.
Read the full breakdown below:
https://filemarketai.medium.com/robots-dont-need-legs-to-change-industry-the-elios-3-proves-it-642fdd2569a4
Flyability’s Elios 3 uses a protective cage and onboard LiDAR to navigate confined industrial environments while generating real-time 3D maps.
A great example of Physical AI solving real-world problems today.
Read the full breakdown below:
https://filemarketai.medium.com/robots-dont-need-legs-to-change-industry-the-elios-3-proves-it-642fdd2569a4
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