World ModelPantograph · 2026

Pantograph Pan-1

Interactive world model pretrained on internet-scale video that achieves diverse goals in Minecraft via RL-based pretraining.

Announcement ↗Website ↗

Summary

Pan-1 is Pantograph's first model: an interactive world model pretrained on internet-scale video with an RL-based pretraining technique, able to pursue diverse goals in Minecraft (fighting, building, exploring) without task-specific training. Pantograph aims to unlock internet video for robotics and to collect 10M hours of real-world interaction across a robot fleet.

Metadata

Organization: Pantograph
Year: 2026
Trained on: Internet-scale video
Availability: Closed (announced)

Relationships

Trained on

Unlabelled internet video

Evaluated on

Minecraft

#interactive#video#agents