# Core Matter

> Markdown twin of https://roboterminal.app/companies/core-matter · https://roboterminal.app/companies/core-matter.md

## On shared sources

- [Scale AI](https://roboterminal.app/companies/scale-ai) (3)
- [Ambi Robotics](https://roboterminal.app/companies/ambi-robotics) (1)
- [Daimon Robotics](https://roboterminal.app/companies/daimon-robotics) (1)
- [Hesai](https://roboterminal.app/companies/hesai) (1)
- [Mecka](https://roboterminal.app/companies/mecka) (1)
- [microagi](https://roboterminal.app/companies/microagi) (1)
- [Pollen Robotics](https://roboterminal.app/companies/pollen-robotics) (1)
- [Robosense](https://roboterminal.app/companies/robosense) (1)
- [Saturday Robotics](https://roboterminal.app/companies/saturday-robotics) (1)
- [Seeed Studio](https://roboterminal.app/companies/seeed-studio) (1)
- [Tesla](https://roboterminal.app/companies/tesla) (1)
- [Unitree](https://roboterminal.app/companies/unitree) (1)
- [Waymo](https://roboterminal.app/companies/waymo) (1)
- [XDOF](https://roboterminal.app/companies/xdof) (1)

## Pulse

- [@michellelsun on X](https://x.com/michellelsun/status/2112940350553960515)
  A few months ago I spoke with Eric Pan, founder of @seeedstudio. Their team helped @pollenrobotics , (maker of Microduck) scale their production. He shared a lot of tips on how to think about manufact…
- [@michellelsun on X](https://x.com/michellelsun/status/2110715564263899611)
  What would it take to build the Scale AI of robotics? I put 9 LLM and robotics data suppliers side by side for @corematter_, comparing revenue, gross margin, funding raised and valuation. - Can roboti…
- [@michellelsun on X](https://x.com/michellelsun/status/2110072973923324010)
  The Economics of Robot Data: Building the Scale AI of Robotics
- [@michellelsun on X](https://x.com/michellelsun/status/2110011047533072503)
  Where does robot training data come from? I mapped 7 sources of robot data across (1) physical fidelity, (2) diversity and (3) scalability. - Teleoperation records the robot’s own actions, but collect…
- [@michellelsun on X](https://x.com/michellelsun/status/2107569720497246664)
  What does it take to build one robot actuator? We mapped it from the mine to the supplier. - 52 named suppliers, sourced from filings and company disclosures - 66 parts, processes and materials across…
- [@michellelsun on X](https://x.com/michellelsun/status/2107491327789428797)
  Could a robot run for a flight without spilling its coffee? I started thinking about this during my own airport sprint, coffee in hand. For a humanoid, 6 senses are working together at all times: - Si…
- [@michellelsun on X](https://x.com/michellelsun/status/2104298866447163455)
  I’ll be at IROS this week and look forward to connecting with researchers and operators building dexterous hands, autonomous factories, world models. Core Matter @corematter_ is co-hosting Robotics Re…

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Source: Roboterminal · https://roboterminal.app/companies/core-matter.md