openpilot 0.11.1 (blog.comma.ai)

The release of openpilot 0.11.1 introduces significant advancements in driver monitoring and thermal management for the autonomous driving software. The new LM GT3 model improves phone detection using a locally hosted Vision-Language Model (VLM), which generates ground truth for driver phone usage by predicting a YES/NO response. This approach reduces false positives and enhances the accuracy of detecting active phone use as drivers engage with the system, thereby promoting safer driving habits, evidenced by a notable drop in phone usage among users. Additionally, the update includes enhancements in image processing for driver cameras, aligning their quality with road-facing cameras, and optimized alert mechanisms to reduce unnecessary distractions. Thermal management has also been improved by raising the on-road temperature threshold from 75°C to 85°C, eliminating temporary blocks in high-temperature scenarios. This adjustment addresses thermal throttling issues, ensuring smoother operation of the software without lag. Collectively, these improvements reflect a significant progression in the capabilities of openpilot, enhancing the user experience and safety during autonomous operations.