SDV
The Rise of the Electronic Digital Twin in Software-Defined Vehicles
The industry is shifting from physical vehicle simulation to electronic digital twins, enabling manufacturers to test complex software stacks against virtual hardware.
SDV
SDV
Vertical Integration: Rivian Targets In-House Lidar for its SDV Stack
Rivian is exploring the development of in-house lidar sensors to further vertically integrate its software-defined vehicle stack. This move mirrors the strategies of other EV leaders seeking to control the full hardware-software interface.
SDV
Uber and Hertz Launch Oro Mobility to Service the Lucid Robotaxi Fleet
Uber has partnered with Oro Mobility, a new startup by Hertz, to manage fleet services for its Lucid Motors robotaxis. This collaboration creates the service layer necessary for the software-defined vehicle era, focusing on electrified fleet maintenance.
SDV
The 10 Billion Mile Moat: Tesla’s Data Advantage in the SDV Era
Tesla’s Full Self-Driving (Supervised) fleet has officially crossed the 10 billion mile mark, providing the company with an unmatched data advantage. As CEO Elon Musk pushes for total autonomy, the industry debates whether there is a "magical milestone" that guarantees safety.
SDV
The Gamification of Autonomy: Tesla Introduces FSD Streaks
Tesla has introduced 'FSD Streaks' and advanced usage statistics to gamify its Full Self-Driving software. The move aims to increase driver engagement and normalize the use of autonomous features in daily commutes.
SDV
Standardizing the Grid: GM’s Blazer EV and the Software-Driven Shift to NACS
The 2027 Chevy Blazer EV marks a major shift in the Software-Defined Vehicle era as GM officially moves to the NACS charging standard, prioritizing software-integrated infrastructure.
SDV
End of the Road for CAN? The SDV Quest for High-Speed Data Networking
As software-defined vehicles demand faster data throughput, the venerable Controller Area Network (CAN) faces an existential crisis. Engineers are now weighing the transition to automotive Ethernet and high-speed SerDes to support AI-driven features.
The Un-Engineering Lens
Wrong Question, Right Chip
What Auto China 2026, DeepSeek V4 and Tesla’s Q1 just quietly agreed on — and why the TOPS race is over. April 22–26, 2026 looked like three unrelated events. Tesla reported Q1 earnings on Tuesday. DeepSeek dropped V4 on Hugging Face on Friday. Auto China 2026 opened in Beijing
SDV
Gamifying Autonomy: Tesla Uses 'Streaks' to Drive FSD Adoption
Tesla is introducing gamified metrics, including 'streaks,' to encourage more frequent use of its Full Self-Driving (FSD) software. This software-defined strategy aims to increase data collection and habituate drivers to autonomous features.
SDV
Tesla Gamifies Autonomy: FSD Streaks and the Data Push
Tesla is gamifying its Full Self-Driving suite by introducing 'streaks' and detailed usage statistics, aiming to increase active engagement and subscriptions for its advanced driver assistance system.
SDV
Caterpillar Acquires Monarch Tractor, Aiming for Software-Defined Agriculture
The acquisition of Monarch Tractor by Caterpillar marks a pivotal consolidation in the ag-tech sector, signaling that the future of farming is increasingly software-driven.
SDV
Gamifying Autonomy: Tesla’s Move to Solidify the SDV Revenue Model
Tesla is intensifying its push for a Software-Defined Vehicle (SDV) future by launching 'streaks' and usage statistics for its Full Self-Driving software. The move aims to gamify the driving experience while providing the company with critical data on customer engagement with FSD.