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v0.10.3

pola-rs/polarsv0.10.3Dec 21, 2025by adeebshihadeh

AI Summary

This release focuses on new driving and monitoring models, updates to the temporal policy architecture, and improvements to inter-process communication memory efficiency.

Key Highlights

  • New driving model introduced
  • New driver monitoring model trained on new dataset
  • Improved inter-process communication memory efficiency
  • New temporal policy architecture

New Features

  • New driving model
  • New driver monitoring model
  • New temporal policy architecture
  • New on-policy training physics noise model

Full Release Notes

Check out our [release blog post](https://blog.comma.ai/0103release/) for more details!
* New driving model #36249
  * New temporal policy architecture
  * New on-policy training physics noise model
* New driver monitoring model #36409
  * Trained on a new dataset, including comma four data
* Improved inter-process communication memory efficiency