4 ms·

That seems like quite an extrapolation and an extraordinary statement. This is a single task, in a lab setting. What your describing are extremely open-ended ta

That seems like quite an extrapolation and an extraordinary statement. This is a single task, in a lab setting. What your describing are extremely open-ended tasks in people’s homes. What is informing these timelines?

ilaksh 7mo ago
Look at recent developments/announcements involving novel increasingly generalizable learning capabilities from projects like 1X/Neo, Figure 03, Skild AI. Also see open published work like MimicDroid, HDMI, GenMimic, Humanoid-Union Dataset, RoboMirror, Being-H0 Figure 03: https://www.youtube.com/watch?v=e-31-KBBuXM https://www.youtube.com/watch?v=e-31-KBBuXM https://www.youtube.com/watch?v=ZUTzuhkDG3w https://www.youtube.com/watch?v=ZUTzuhkDG3w 1X Neo: https://www.youtube.com/watch?v=lS_z60kjVEk https://www.youtube.com/watch?v=lS_z60kjVEk Skild AI https://www.youtube.com/watch?v=YRmjBdKKLsc https://www.youtube.com/watch?v=YRmjBdKKLsc (Learning by Watching Human Videos)
- mplappert 7mo ago
  Yeah those are demos. I think we‘re pretty far away from this becoming a real thing. I wrote up why here: https://matthiasplappert.com/blog/2026/humanoid-robot-in-the-room/ https://matthiasplappert.com/blog/2026/humanoid-robot-in-the...
  - ilaksh 7mo ago
    You're not really trying to see the advances in things like the data flywheel. If you were you would see that those demos represent real movement towards generality.
    - mplappert 7mo ago
      Where’s the data flywheel exactly?