Macrodata Labs

@macrodata_labs

Macrodata Labs helps robotics teams turn raw physical-world data into better training datasets. discord.gg/S8kZtmBR2x

macrodata.co

Joined January 2026

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565 Followers

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Macrodata Labs
@macrodata_labs
Aug 6
Everyone is betting on Egocentric data to scale robotics 🤖 But turning that footage into training data requires recovering the missing action signal: how hands move through 3D space. We're releasing a new research blog 📜 on how far we can get using only open-source models.
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Macrodata Labs
@macrodata_labs
Aug 10
Great work from @DynaRobotics - really cool to see >1M hours of human data being used to study its impact on robot policies. A crucial part of making this work is turning human trajectories into robot actions. We wrote a blogpost exactly on this topic last week. 👇
Dyna Robotics
@DynaRobotics
Aug 10
Today we are introducing Dyna-2, a world-action model pre-trained on one million hours of human video. At this scale, for the first time, we discovered several new scaling laws: • world-action models exhibit scaling law on human data across four orders of magnitude, from 1000
Macrodata Labs
@macrodata_labs
Jun 29
Robots 🤖struggle at new long-horizon tasks. One trick to improve performance is using granular subtask labels ("grab the plate" instead of just "do the dishes"). Today we're releasing our first blog 📜: using VLMs to mine subtasks at scale (19x cheaper than human annotators!)
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Macrodata Labs
@macrodata_labs
Jun 11
Macrodata Labs is launching today to build infrastructure for the robotics data loop. Robotics is starting to scale. Progress in LLMs and VLMs is making robots more capable, but the data layer behind robotics is still underbuilt. Physical-world data is messy and fragmented.
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