Newsletter
What we are shipping, what verification and grading are learning from real datasets, and what that means for the people buying and selling them.
Kaunas-based Nuuduu launches the public beta of its physical AI data platform: a gig work marketplace for real-world capture, automated processing, and the Atlas library with a CLI and SDK for training pipelines.
A week in the physical AI rooms at SF Tech Week 2026: data as the bottleneck, learning from human video, deployment as the moat, and the Nordic programme that opened the doors.
AgiBot, Astera Robotics and Veesion on data as the bottleneck for physical AI, reported from the Robotics Center in San Francisco during Tech Week.
Jason Ma, co-founder and Chief Scientist of Dyna Robotics, on deployment, the move from VLA to World Action Models, and what it takes to get robots out of the lab. Choose Good Quests, Savant VC, San Francisco.
Notes from the HackerSquad and Bright Data panel on learning from human video and scaling VLA training at SF Tech Week, with Chengjiang Long of ByteDance on the four gaps between web video and a training example.
Nine in ten organisations registering are sellers, every data deal still runs by hand, and trust is being built one transaction at a time. What the first month of Kinetic Blocks taught us.
Kinetic Blocks is hiring a CMO in the Bay Area to own customers, onboarding, marketing and the newsletter. Meet us in San Francisco during Tech Week.
Supply is running ahead of demand, data deals are still a manual business, and a new category called interests lets buyers say what they are looking for before they can write a formal request. We will be in San Francisco for Tech Week from 5 to 11 October.
Our CEO explains how Europe can use its strengths in safety standards and robot benchmarks to deploy robots safely and quickly, why the data those deployments produce is the compounding asset, and how a company should get started.
An interview with Lars-Fredrik Forberg at Future Pulse on what it will take for humanoid robots to move from trials into industry, and the role of data, safety and European standards.
A public catalogue of 27 open robotics datasets, close to 19,000 hours of footage, with every licence stated in plain words. Live now, no login required.
Ten open questions on the humanoid robotics industry, with the evidence behind each one. Originally presented at Future Pulse 2026, Eindhoven, on behalf of humanoid.guide.
Day two at the Humanoid Robots Summit in Stuttgart. Three companies with no commercial relationship to each other independently named data ownership as the question that decides whether a deployment happens.
Day one at the Humanoid Robots Summit in Stuttgart. Five speakers arrived at the same bottleneck from five different starting points, and it was not hardware.
One week into the beta, roughly twenty inbound leads reshaped how we understand this market, including a supply segment we had not modelled.
The trusted marketplace for robotics training data is live. Every dataset is verified against its files and independently graded before it can be listed.
