turning sand
into
intelligence

§ Research · selected releases
Capturing Long-Horizon Human–Agent Cowork

We release over six months of SWE traces across 25 people, and a VS Code / Cursor extension for capturing human software engineering in the age of coding agents.

Alfred Nguyen, Mihir Mahajan, Franz Srambical, Stefan Bauer
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Training Real-World Agents in World Models

We release a production-ready codebase for world modeling from unlabeled videos. Scale from single hosts to hundreds of xPUs thanks to XLA.

Mihir Mahajan, Alfred Nguyen, Franz Srambical, Stefan Bauer
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