turning sand
into
intelligence

We release an inverse dynamics model for recovering raw input events from screen recordings, alongside 600 hours of action-labeled screencasts.

Research · selected releases

Capturing Long-Horizon Human Work

We release the biggest long-horizon screencast dataset in the world, and open-source infrastructure for action-annotated crowd-sourcing.

Franz Srambical, Alfred Nguyen, Mihir Mahajan, Stefan Bauer

600 Hours of AGI Research

We at p(doom) started capturing everything we do, and openly release over 600 hours of AGI research.

Franz Srambical

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

turning sandintointelligence