Dexmate

@DexmateAI

One platform. Everything Physical AI Needs.

0 Following2.1K Followers100 Posts
  1. Dexmate@DexmateAI
    High-quality demonstration data is essential for advancing robot learning, yet collecting it remains a complex and resource-intensive process. At Dexmate, we’re working to simplify that process. Our latest blog explores how Vega + open-source Omniteleop streamline teleoperation, data recording & replay: For robotics researchers: What’s your biggest challenge when collecting real-world demonstrations: hardware setup, data quality, or scalability? #PhysicalAI #RobotLearning #Robotics #Teleoperation #Dexmate #Vega
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  2. Dexmate@DexmateAI
    🚀 Introducing the Dexmate Startup Program! The next Physical AI breakthrough can come from anywhere. We’re lowering the barriers for startups building what’s next. 🤖 Up to $22K off Vega 1 Pro for eligible US startups 🌎 Open worldwide to startups with <$5M raised Apply:
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  3. Dexmate@DexmateAI
    What a great two days at Encord's Long Horizon Summit 2026! 🤖 Insightful talks, great conversations with Physical AI builders, and lots of excitement around Vega’s live demos! Thanks to @encord_team for bringing the Physical community together. Looking forward to what’s next! #PhysicalAI #Robotics #Dexmate #Vega #Longhorizon
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  4. Dexmate@DexmateAI
    Howdy, Austin! 🤠 Dexmate is heading to CORL 2026 @corl_conf! 🤖 Catch Vega in action at Booth #1104, Nov 9–12. 🎉 We’re also hosting our own afterparty on Nov 10! Come hang out with the Physical AI community. RSVP: See y’all in Austin!
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  5. Dexmate@DexmateAI
    Amazing work by the Johns Hopkins team on tactile sensing and compliant control! Proud to support researchers pushing the boundaries of what’s possible with Physical AI through our Research Grant Program.
    Krishna Murthy @_krishna_murthy
    We strapped an OpenTac skin on the forearm of a @DexmateAI Vega-1 robot. We can sense external contacts and nudge the robot around by implementing a compliant controller that monitors pushes and complies with the direction of each push.
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  6. Krishna Murthy✓@_krishna_murthy
    Posts @_krishna_murthy
    We strapped an OpenTac skin on the forearm of a @DexmateAI Vega-1 robot. We can sense external contacts and nudge the robot around by implementing a compliant controller that monitors pushes and complies with the direction of each push.
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  7. Dexmate@DexmateAI
    🤖 What should a robot remember? Text? Image? Scene Graph? Memory is essential for Physical AI. The problem is not as easy as it first look. It a balance between task success, storage as well as cost of saving and reuse. Different represent and lead to different results. Our latest research, developed in collaboration with researchers at Carnegie Mellon University, including @wang_junxiang_ and @SniperPaper, introduces MeMoREval, a benchmark evaluating robot memory representation across 53 tasks in four environments. The findings: Storing camera frames achieved 70% task success, compared to 56–60% with text descriptions. Combining visual memory with scene graphs further improved performance to 75%, highlighting the importance of preserving both visual and spatial information. Beyond memory representation lies a broader challenge: How should robots decide what information is worth retaining as their experiences grow? 💬 For the Physical AI community: How should we structure a general memory system for robots, what should we prioritize? past experiences, future task relevance, or a combination of both? We’d love to hear how you’re approaching this challenge. 🔗 Read the full blog: #PhysicalAI #Robotics #RobotLearning #Dexmate #Blog #Vega #CMU
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  8. Dexmate@DexmateAI
    Dexmate
    RT @lukas_m_ziegler: There are more companies selling robot intelligence right now than companies selling robots.  That showed up this year as a pattern I kept noticing.  In this case all these research groups with published on the same robot from @DexmateAI. DeepMind’s Gemini Robotics 2 launch video. Amazon FAR’s real-world RL on a dexterous humanoid. DUET, the dual-robot manipulation framework from USC, Stanford and TRI. A 100-hour tactile dataset from Berkeley, NVIDIA and Stanford. World Labs’ Atlas launch. And a Mayo Clinic residency track, which is not a robotics lab at all. The platform in all of them is Vega, from Dexmate. Models, VLAs, data engines, simulators, teleop stacks: that side of the market is crowded. The side that will sell a lab a capable bimanual mobile robot, this quarter, at a published price, is thin. So a team with a policy to validate either waits on a partnership or spends a year building a platform that was never the point of the paper. Dexmate sells the platform. Look at what the spec sheet commits to, and what it refuses: → Vega 1 Pro, $75,000 at this year’s pricing, roughly four weeks from order → 24 DoF, torso from floor to 2.2 m, 5 kg per arm, omni base, ~20 h per charge → Jetson AGX Thor, stereo head, two LiDAR, four base cameras → Python, C++ and Rust APIs in the box → SimReady URDF and USD models matching the shipped robot Not the model company, not the data company, not the simulation company. The thing they run on. Congrats @taochenshh, @qinyuzhe and the team! :) ~~  ♻️ Join the weekly robotics newsletter, and never miss any news →
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  9. Dexmate@DexmateAI
    Dexmate
    RT @wang_junxiang_: A robot constantly receives multimodal information—textual states, camera images, 3D maps—but what is the “best” modality to save in memory? Is text enough? Introducing MeMoREval, my internship project at @DexmateAI, where we evaluate memory modality for embodied agents. 🧵
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  10. Dexmate@DexmateAI
    Congratulations to @RoboStrategy on ringing the Nasdaq Closing Bell! We were excited to bring Vega to New York City and celebrate this milestone alongside the RoboStrategy team and fellow robotics founders. Advancing Physical AI takes engineers, founders, and investors working together. RoboStrategy is helping connect robotics innovation with public markets, opening new opportunities for the broader ecosystem. Here’s to bringing more people into the future of Physical AI. Learn more about RoboStrategy: #RoboStrategy #Dexmate #PhysicalAI #Robotics #Nasdaq #Vega
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  11. Dexmate@DexmateAI
    Dexmate
    RT @RuixuanLiu_: Here's the recap of the 2nd RoCo Challenge: 55 teams from 8+ countries, 7 onsite finalists in Pittsburgh, two tracks (Industrial Board Assembly + Brick Assembly), two embodiments (Grippers + Dexterous Hands), and a $20K prize pool. Proud of every team that made it to the finals, and grateful to the volunteers, sponsors @SharpaRobotics, @DexmateAI, @AvantRobotics, @roboforce_ai, @TARSRobotics, @eastworlds_io, and co-organizers who made it happen. Check out earlier announcement of the competition result: See you at RoCo 2027 → #IROS2026 #Robotics #PhysicalAI #RoCoChallenge #Manipulation
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  12. Dexmate@DexmateAI
    We’re teaming up with @CoreWeave for the Physical AI Happy Hour during SF Tech Week tomorrow night. Come meet the CoreWeave Physical AI team, connect with the robotics community, see what we’re building at Dexmate, and get a custom cap made live by our robot. 📍 Mission District, San Francisco 🔗 RSVP: See you there! #Dexmate #CoreWeave #PhysicalAI #Robotics #SFTechWeek
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  13. Dexmate@DexmateAI
    Dexmate
    RT @tfortunato: In that spirit, here is my own agent bringing it's self-portrait (&amp; puppy!) into the real world on the @DexmateAI Vega, using a hybrid force-position controller
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  14. Dexmate@DexmateAI
    Thank you, IROS 2026. This week marked a special moment for Dexmate. You witnessed the launch of our new website and new identity, and we got to share this new chapter with the global robotics community in Pittsburgh. Being a California based company, it’s great to visit Pittsburgh and meet with builders and developer from all around the world. We love meeting with the community and talking about the endless possibilities we can build on Vega. Thank you to everyone who stopped by and spent time with us. We’re excited for what we’ll build together next. #IROS2026 #Dexmate #PhysicalAI #Robotics #Humanoid
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  15. Dexmate@DexmateAI
    Today, we’re introducing a new Dexmate.🎉🎉🎉 A new identity. A new website. Live now at Our focus remains the same: making Physical AI accessible to everyone. We’re unveiling the new Dexmate here at IROS 2026 in Pittsburgh, alongside the robotics community that has shaped so much of our journey. If you’re here, come experience it in person at Booth #200. To our community and everyone on the team who made this possible: thank you. Here’s to what we build next. #Dexmate #iros2026 #PhysicalAI
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  16. Dexmate@DexmateAI
    We're co-hosting the IROS After Party with @lightwheelai and @ADI_News. Tuesday 9/29, 6 to 10 PM. Meet the teams behind the work and talk about where robotics goes next. Add it to your calendar while you're in Pittsburgh. RSVP required, space is limited:
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