[FSD Beta v10.8.1] Ordinary daily driving with Tesla FSD Beta - January 23, 2022

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TESLA FSD Beta v10.8.1 - January 23, 2022
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FSD v10.8.1 Release Notes
Tesla FSD v10.8.1 Release Notes feature in update 2021.44.30.5
Available in the US
- Improved object attributes network to reduce false cut-in slowdowns by 50% and lane assignment error by 19%.
- Improved photon-to-control vehicle response latency by 20% on average.
- Expanded use of regenerative braking in Autopilot down to 0mph for smoother stops and improved energy efficiency.
- Improved VRU (pedestrians, bicyclists, motorcycles, animals) lateral velocity error by 4.9% by adding more auto-labeled and simulated training examples to the dataset.
- Reduced false slowdowns for crossing objects by improved velocity estimates for objects at the end of visibility.
- Reduced false slowdowns by adding geometric checks to cross-validate lane assignment of objects.
- Improved speed profile for unprotected left turns when visibility is low.
- Added more natural behavior to bias over bike lanes during right turns.
- Improved comfort when yielding to jaywalkers by better modelling of stopping region with soft and hard deadlines.
- Improved smoothness for merge control with better modelling of merge point and ghost objects positioned at the edge of visibility
- Improved overall comfort by enforcing stricter lateral jerk bounds in trajectory optimizer.
- Improved short deadline lane changes through richer trajectory modeling.
- Improved integration between lead vehicle overtake and lane change gap selection.
- Updated trajectory line visualization.
Press the "Video Record" button on the top bar UI to share your feedback. When pressed, your vehicle's external cameras will share a short VIN-associated Autopilot Snapshot with the Tesla engineering team to help make improvements to FSD. You will not be able to view the clip.
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