YC Summer 2026 (S26) company

Most Robotic

Research lab building the most robotic household in the world

About Most Robotic

We're a robotics research lab pushing what's possible with physical AI. We're MIT computer scientists & friends since middle school, with robotics research backgrounds and industry experience at NASA JPL, SpaceX, and AWS.

Public traction evidence

Each signal links to the public source used for attribution.

  1. X

    we're excited to launch instance - automated evals for robot policies! incredibly grateful to @agupta, @finbarr, and @ycombinator for all the support :) https://t.co/7UOySOvdey

    we're excited to launch instance - automated evals for robot policies! incredibly grateful to @agupta, @finbarr, and @ycombinator for all the support :) https://t.co/7UOySOvdey

  2. X

    Ankit Gupta quote-post on Instance founders

    Very impressed with @clairemao78 and @lucyjcai’s speed and depth of experience with robot model training and data. If you’re working on building robotics models or deploying robots, DM and I can connect you

  3. X

    Introducing Instance: Evaluation for Robot Policies

    Today Instance is launching and showcasing their success detector for robot policies β€” the first piece of what will eventually be fully automated robot evaluation. You can try it now at demo.instancelabs.ai. Describe a task, upload a video (or record one on your phone), and it...

  4. X

    Ankit Gupta quote-post on Lucy Cai Instance launch

    Really impressed by these two, congrats on the launch!

  5. X

    went to our first robotics conference together @autonomousevent last week!! so great to hear from speakers + meet everyone https://t.co/W9j9PkGIcN

    went to our first robotics conference together @autonomousevent last week!! so great to hear from speakers + meet everyone https://t.co/W9j9PkGIcN

  6. X

    watching my policy roll out is like opening a blind box.

    watching my policy roll out is like opening a blind box. unpredictable yet exciting lol

  7. X

    we trained + did a mini-red team of a robot policy! check out the results here πŸ‘‡

    we trained + did a mini-red team of a robot policy! check out the results here πŸ‘‡

  8. X

    testing our live captioning πŸ˜„πŸ‘‹ https://t.co/LLWuv4l5p4

    testing our live captioning πŸ˜„πŸ‘‹ https://t.co/LLWuv4l5p4