# Weekly Robotics #383: LoongForge-VLDA model, Robotheca open-source robot library, and Bedrock Robotics funding

- Source: Weekly Robotics
- Published: 2026-11-02T00:00:00.000Z
- RoboHot: https://robohot.news/en/items/vpqljuidkyxf2aprj2ibserph
- Original: https://weeklyrobotics.com/weekly-robotics-383

## Summary

Weekly Robotics issue #383 introduces LoongForge-VLDA, a vision-language-delta-action model built on LoongForge that extends π₀.₅, uses V-JEPA 2 visual representation learning to learn latent changes, and jointly trains action policies.