Blog
Notes from the field
Short, plain posts on AI, robotics, real work, and how we turn first-person footage into training data.
May 2026
Why robots need to watch a plumber
The hardest jobs to automate are the ones nobody films. That is the whole problem.
April 2026
What makes POV footage good training data
Not all video is equal. Here is what separates footage a model can learn from.
March 2026
Why we run bounties on Pump.fun Go
Funding, payouts, and provenance in one place, so the crowd gets paid fast.